analysis_CPLP2023.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "84660830",
   "metadata": {},
   "source": [
    "### Apresentação sumária do projecto"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d016822c",
   "metadata": {},
   "source": [
    "Questão a responder:\n",
    "    \n",
    "    Que avaliação fazer do custo de vida a nível da CPLP?\n",
    "    \n",
    "    \n",
    "Objectivo do Projecto:\n",
    "\n",
    "    Fazer uma análise comparativa dos preços de bens e serviços nesta comunidade."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d9b13dd8",
   "metadata": {},
   "source": [
    "Pipeline de análise de dados a adoptar"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 132,
   "id": "f3b31661",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<PIL.PngImagePlugin.PngImageFile image mode=RGBA size=1904x355>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from IPython.display import display\n",
    "from PIL import Image\n",
    "display(Image.open(\"C:/Users/domingosdeeularia/Documents/notyourbusiness/CodingAndAnalytics/Projects/custodevida_cplp2023/pipelinecplp.png\"))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "dbe58e02",
   "metadata": {},
   "source": [
    "### Importação de bibliotecas"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "f6cee777",
   "metadata": {},
   "outputs": [],
   "source": [
    "#Bibliotecas principais\n",
    "import os\n",
    "import pandas as pd\n",
    "import seaborn as sb\n",
    "import matplotlib.pyplot as mpl\n",
    "\n",
    "#Bibliotecas para leitura de imagem\n",
    "from img2table.document import Image\n",
    "from img2table.ocr import TesseractOCR as tsr\n",
    "\n",
    "#Ignorar warnings/avisos relacionados a compatibilidade da versão\n",
    "import warnings\n",
    "warnings.filterwarnings('ignore')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3d38105e",
   "metadata": {},
   "source": [
    "### Instanciação para leitura das tabelas contidas nas capturas de tela (em português)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "9d7a04d8",
   "metadata": {},
   "outputs": [],
   "source": [
    "ocr=tsr(lang=\"por\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8fa68b13",
   "metadata": {},
   "source": [
    "### Extração de tabelas por categoria de produto/serviço embutidas nas imagens"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5646e694",
   "metadata": {},
   "source": [
    "Vestuário"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "3e575073",
   "metadata": {},
   "outputs": [],
   "source": [
    "img=Image(\"C:/Users/domingosdeeularia/Documents/notyourbusiness/CodingAndAnalytics/Projects/custodevida_cplp2023/Angola/dress.png\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "f398c221",
   "metadata": {},
   "outputs": [],
   "source": [
    "img.to_xlsx('C:/Users/domingosdeeularia/Documents/notyourbusiness/CodingAndAnalytics/Projects/custodevida_cplp2023/Angola/dress.xlsx', ocr=ocr)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "54b25212",
   "metadata": {},
   "outputs": [],
   "source": [
    "df=pd.read_excel('C:/Users/domingosdeeularia/Documents/notyourbusiness/CodingAndAnalytics/Projects/custodevida_cplp2023/Angola/dress.xlsx')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "ff9968e1",
   "metadata": {},
   "outputs": [],
   "source": [
    "df.to_csv(\"C:/Users/domingosdeeularia/Documents/notyourbusiness/CodingAndAnalytics/Projects/custodevida_cplp2023/Angola/dress.csv\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "066a0604",
   "metadata": {},
   "outputs": [],
   "source": [
    "os.remove(r'C:/Users/domingosdeeularia/Documents/notyourbusiness/CodingAndAnalytics/Projects/custodevida_cplp2023/Angola/dress.xlsx')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "96ee6ee2",
   "metadata": {},
   "outputs": [],
   "source": [
    "df['Categoria']='Vestuário'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "bbcb688d",
   "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>Produto</th>\n",
       "      <th>Kwanza O</th>\n",
       "      <th>Dólar (S)</th>\n",
       "      <th>Euro ()</th>\n",
       "      <th>Categoria</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Sapato de couro de homem</td>\n",
       "      <td>120900,00</td>\n",
       "      <td>238228</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Vestuário</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Ténis esportivos de marca (Níke, Puma, etc.\\n,</td>\n",
       "      <td>NaN</td>\n",
       "      <td>252818</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Vestuário</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Um vestido</td>\n",
       "      <td>NaN</td>\n",
       "      <td>150345</td>\n",
       "      <td>136726.0</td>\n",
       "      <td>Vestuário</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Jeans Levis 501 (ou equivalente)</td>\n",
       "      <td>4670000</td>\n",
       "      <td>95965</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Vestuário</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                          Produto   Kwanza O  Dólar (S)  \\\n",
       "0                        Sapato de couro de homem  120900,00     238228   \n",
       "1  Ténis esportivos de marca (Níke, Puma, etc.\\n,        NaN     252818   \n",
       "2                                      Um vestido        NaN     150345   \n",
       "3                Jeans Levis 501 (ou equivalente)    4670000      95965   \n",
       "\n",
       "    Euro ()  Categoria  \n",
       "0       NaN  Vestuário  \n",
       "1       NaN  Vestuário  \n",
       "2  136726.0  Vestuário  \n",
       "3       NaN  Vestuário  "
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "66c254af",
   "metadata": {},
   "source": [
    "Habitação"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "2e31bbe2",
   "metadata": {},
   "outputs": [],
   "source": [
    "img1=Image(\"C:/Users/domingosdeeularia/Documents/notyourbusiness/CodingAndAnalytics/Projects/custodevida_cplp2023/Angola/home.png\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "6b840c6b",
   "metadata": {},
   "outputs": [],
   "source": [
    "img1.to_xlsx(\"C:/Users/domingosdeeularia/Documents/notyourbusiness/CodingAndAnalytics/Projects/custodevida_cplp2023/Angola/home.xlsx\", ocr=ocr)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "f5fa48fa",
   "metadata": {},
   "outputs": [],
   "source": [
    "df1=pd.read_excel('C:/Users/domingosdeeularia/Documents/notyourbusiness/CodingAndAnalytics/Projects/custodevida_cplp2023/Angola/home.xlsx')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "adbc3ed2",
   "metadata": {},
   "outputs": [],
   "source": [
    "df1.to_csv(\"C:/Users/domingosdeeularia/Documents/notyourbusiness/CodingAndAnalytics/Projects/custodevida_cplp2023/Angola/home.csv\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "ad477b2d",
   "metadata": {},
   "outputs": [],
   "source": [
    "os.remove(r'C:/Users/domingosdeeularia/Documents/notyourbusiness/CodingAndAnalytics/Projects/custodevida_cplp2023/Angola/home.xlsx')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "ad8f2056",
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "df1['Categoria']='Habitação'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "ceb70a4c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Produto</th>\n",
       "      <th>Kwanza O</th>\n",
       "      <th>Dólar (S)</th>\n",
       "      <th>Euro</th>\n",
       "      <th>Categoria</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>casa no subúrbio (preço por m2)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Habitação</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>(Comprar casa no centro da cidade (preço por m2)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5136578.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Habitação</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>AApartamento (3 quartos) no subúrbio ou em um</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1306798.0</td>\n",
       "      <td>118640€</td>\n",
       "      <td>Habitação</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Apartamento (3 quartos) no centro da cidade</td>\n",
       "      <td>349220000.0</td>\n",
       "      <td>6861138.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Habitação</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>(1 quarto) no subúrbio ou em um</td>\n",
       "      <td>4100000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Habitação</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Apartamento (1 quarto) no centro da cidade</td>\n",
       "      <td>NaN</td>\n",
       "      <td>346808.0</td>\n",
       "      <td>315366</td>\n",
       "      <td>Habitação</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                            Produto     Kwanza O  Dólar (S)  \\\n",
       "0                   casa no subúrbio (preço por m2)          NaN        NaN   \n",
       "1  (Comprar casa no centro da cidade (preço por m2)          NaN  5136578.0   \n",
       "2     AApartamento (3 quartos) no subúrbio ou em um          NaN  1306798.0   \n",
       "3       Apartamento (3 quartos) no centro da cidade  349220000.0  6861138.0   \n",
       "4                   (1 quarto) no subúrbio ou em um    4100000.0        NaN   \n",
       "5        Apartamento (1 quarto) no centro da cidade          NaN   346808.0   \n",
       "\n",
       "      Euro  Categoria  \n",
       "0      NaN  Habitação  \n",
       "1      NaN  Habitação  \n",
       "2  118640€  Habitação  \n",
       "3      NaN  Habitação  \n",
       "4      NaN  Habitação  \n",
       "5   315366  Habitação  "
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df1"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c814bb9d",
   "metadata": {},
   "source": [
    "Alimentação (supermercados)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "6059ea02",
   "metadata": {},
   "outputs": [],
   "source": [
    "img2=Image(\"C:/Users/domingosdeeularia/Documents/notyourbusiness/CodingAndAnalytics/Projects/custodevida_cplp2023/Angola/food.png\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "ba8bbc3f",
   "metadata": {},
   "outputs": [],
   "source": [
    "img2.to_xlsx(\"C:/Users/domingosdeeularia/Documents/notyourbusiness/CodingAndAnalytics/Projects/custodevida_cplp2023/Angola/food.xlsx\", ocr=ocr)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "5930e41c",
   "metadata": {},
   "outputs": [],
   "source": [
    "df2=pd.read_excel('C:/Users/domingosdeeularia/Documents/notyourbusiness/CodingAndAnalytics/Projects/custodevida_cplp2023/Angola/food.xlsx')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "66b12124",
   "metadata": {},
   "outputs": [],
   "source": [
    "df2.to_csv(\"C:/Users/domingosdeeularia/Documents/notyourbusiness/CodingAndAnalytics/Projects/custodevida_cplp2023/Angola/food.csv\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "c79f6687",
   "metadata": {},
   "outputs": [],
   "source": [
    "os.remove(r'C:/Users/domingosdeeularia/Documents/notyourbusiness/CodingAndAnalytics/Projects/custodevida_cplp2023/Angola/food.xlsx')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "96760db7",
   "metadata": {},
   "outputs": [],
   "source": [
    "df2['Categoria']='Alimentos (supermercados)'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "f735e22d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Produto</th>\n",
       "      <th>Kwanza O</th>\n",
       "      <th>Dólar ($)</th>\n",
       "      <th>Euro</th>\n",
       "      <th>Categoria</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Cerveja importada (330 m/)</td>\n",
       "      <td>440,00</td>\n",
       "      <td>os7s</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Cerveja naciona! (0,5 litros)</td>\n",
       "      <td>350,00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0,63</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Garrafa de vinho (qualidade média)</td>\n",
       "      <td>4600,00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Água (garrafa de 1,5 litros)</td>\n",
       "      <td>280,00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0,50€</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Alface (1 unidade)</td>\n",
       "      <td>570,00</td>\n",
       "      <td>1,125</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Cebolas (1kg)</td>\n",
       "      <td>870,00</td>\n",
       "      <td>1715</td>\n",
       "      <td>1,56€</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Batatas (1 ko)</td>\n",
       "      <td>s40,00</td>\n",
       "      <td>1,665</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Tomates (1 kg)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Laranjas (1 kg)</td>\n",
       "      <td>2200,00</td>\n",
       "      <td>41335</td>\n",
       "      <td>3,94€</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Bananas (1kg)</td>\n",
       "      <td>420,00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Maçãs (1 kg)</td>\n",
       "      <td>1500,00</td>\n",
       "      <td>2,965</td>\n",
       "      <td>2,69€</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Queijo fresco (1 kg)</td>\n",
       "      <td>5400,00</td>\n",
       "      <td>10,645</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Uma dúzia de ovos</td>\n",
       "      <td>1400,00</td>\n",
       "      <td>2,765</td>\n",
       "      <td>251</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>Arroz (1 ko)</td>\n",
       "      <td>450,00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>081</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Um de pão (1 kg)</td>\n",
       "      <td>s40,00</td>\n",
       "      <td>1,665</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Leite (1 litro)</td>\n",
       "      <td>s90,00</td>\n",
       "      <td>1,758</td>\n",
       "      <td>1,59€</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                               Produto Kwanza O Dólar ($)   Euro  \\\n",
       "0           Cerveja importada (330 m/)   440,00      os7s    NaN   \n",
       "1        Cerveja naciona! (0,5 litros)   350,00       NaN   0,63   \n",
       "2   Garrafa de vinho (qualidade média)  4600,00       NaN    NaN   \n",
       "3         Água (garrafa de 1,5 litros)   280,00       NaN  0,50€   \n",
       "4                   Alface (1 unidade)   570,00     1,125    NaN   \n",
       "5                        Cebolas (1kg)   870,00      1715  1,56€   \n",
       "6                       Batatas (1 ko)   s40,00     1,665    NaN   \n",
       "7                       Tomates (1 kg)      NaN       NaN    NaN   \n",
       "8                      Laranjas (1 kg)  2200,00     41335  3,94€   \n",
       "9                        Bananas (1kg)   420,00       NaN    NaN   \n",
       "10                        Maçãs (1 kg)  1500,00     2,965  2,69€   \n",
       "11                Queijo fresco (1 kg)  5400,00    10,645    NaN   \n",
       "12                   Uma dúzia de ovos  1400,00     2,765    251   \n",
       "13                        Arroz (1 ko)   450,00       NaN    081   \n",
       "14                    Um de pão (1 kg)   s40,00     1,665    NaN   \n",
       "15                     Leite (1 litro)   s90,00     1,758  1,59€   \n",
       "\n",
       "                    Categoria  \n",
       "0   Alimentos (supermercados)  \n",
       "1   Alimentos (supermercados)  \n",
       "2   Alimentos (supermercados)  \n",
       "3   Alimentos (supermercados)  \n",
       "4   Alimentos (supermercados)  \n",
       "5   Alimentos (supermercados)  \n",
       "6   Alimentos (supermercados)  \n",
       "7   Alimentos (supermercados)  \n",
       "8   Alimentos (supermercados)  \n",
       "9   Alimentos (supermercados)  \n",
       "10  Alimentos (supermercados)  \n",
       "11  Alimentos (supermercados)  \n",
       "12  Alimentos (supermercados)  \n",
       "13  Alimentos (supermercados)  \n",
       "14  Alimentos (supermercados)  \n",
       "15  Alimentos (supermercados)  "
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df2"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "12653600",
   "metadata": {},
   "source": [
    "Restaurantes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "634ecdfb",
   "metadata": {},
   "outputs": [],
   "source": [
    "img3=Image(\"C:/Users/domingosdeeularia/Documents/notyourbusiness/CodingAndAnalytics/Projects/custodevida_cplp2023/Angola/rest.png\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "263cb133",
   "metadata": {},
   "outputs": [],
   "source": [
    "img3.to_xlsx(\"C:/Users/domingosdeeularia/Documents/notyourbusiness/CodingAndAnalytics/Projects/custodevida_cplp2023/Angola/rest.xlsx\", ocr=ocr)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "9861c24a",
   "metadata": {},
   "outputs": [],
   "source": [
    "df3=pd.read_excel('C:/Users/domingosdeeularia/Documents/notyourbusiness/CodingAndAnalytics/Projects/custodevida_cplp2023/Angola/rest.xlsx')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "ad40b1ef",
   "metadata": {},
   "outputs": [],
   "source": [
    "df3.to_csv(\"C:/Users/domingosdeeularia/Documents/notyourbusiness/CodingAndAnalytics/Projects/custodevida_cplp2023/Angola/rest.csv\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "bc7dbace",
   "metadata": {},
   "outputs": [],
   "source": [
    "os.remove(r'C:/Users/domingosdeeularia/Documents/notyourbusiness/CodingAndAnalytics/Projects/custodevida_cplp2023/Angola/rest.xlsx')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "c72ba961",
   "metadata": {},
   "outputs": [],
   "source": [
    "df3['Categoria']='Restaurantes'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "63d729eb",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Produto</th>\n",
       "      <th>Kwanza O</th>\n",
       "      <th>Dólar ($)</th>\n",
       "      <th>Euro (€)</th>\n",
       "      <th>Categoria</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Água (garrafa 330 m!)</td>\n",
       "      <td>399,00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1,06€</td>\n",
       "      <td>Restaurantes</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Coca-Cola / Pepsi (garrafa 330</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1778</td>\n",
       "      <td>1,61€</td>\n",
       "      <td>Restaurantes</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Capuccino</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3,40€</td>\n",
       "      <td>Restaurantes</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Cerveja importada (garrafa 330 m!)</td>\n",
       "      <td>650,00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1,16€</td>\n",
       "      <td>Restaurantes</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Cerveja nacional (0,5 litros)</td>\n",
       "      <td>990,00</td>\n",
       "      <td>1,95$</td>\n",
       "      <td>1,77€</td>\n",
       "      <td>Restaurantes</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Menu McDonalds, Burger King ou similares</td>\n",
       "      <td>4300,00</td>\n",
       "      <td>8478</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Restaurantes</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Almoço para dois em um restaurante (dois prato...</td>\n",
       "      <td>30700,00</td>\n",
       "      <td>60,495</td>\n",
       "      <td>55,01€</td>\n",
       "      <td>Restaurantes</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Comida em um restaurante barato</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7,885</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Restaurantes</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                             Produto  Kwanza O Dólar ($)  \\\n",
       "0                              Água (garrafa 330 m!)    399,00       NaN   \n",
       "1                     Coca-Cola / Pepsi (garrafa 330       NaN      1778   \n",
       "2                                          Capuccino       NaN       NaN   \n",
       "3                 Cerveja importada (garrafa 330 m!)    650,00       NaN   \n",
       "4                      Cerveja nacional (0,5 litros)    990,00     1,95$   \n",
       "5           Menu McDonalds, Burger King ou similares   4300,00      8478   \n",
       "6  Almoço para dois em um restaurante (dois prato...  30700,00    60,495   \n",
       "7                    Comida em um restaurante barato       NaN     7,885   \n",
       "\n",
       "  Euro (€)     Categoria  \n",
       "0    1,06€  Restaurantes  \n",
       "1    1,61€  Restaurantes  \n",
       "2    3,40€  Restaurantes  \n",
       "3    1,16€  Restaurantes  \n",
       "4    1,77€  Restaurantes  \n",
       "5      NaN  Restaurantes  \n",
       "6   55,01€  Restaurantes  \n",
       "7      NaN  Restaurantes  "
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df3"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c6c6909f",
   "metadata": {},
   "source": [
    "Recreação"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "2b170093",
   "metadata": {},
   "outputs": [],
   "source": [
    "img4=Image(\"C:/Users/domingosdeeularia/Documents/notyourbusiness/CodingAndAnalytics/Projects/custodevida_cplp2023/Angola/rec.png\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "1475e784",
   "metadata": {},
   "outputs": [],
   "source": [
    "img4.to_xlsx(\"C:/Users/domingosdeeularia/Documents/notyourbusiness/CodingAndAnalytics/Projects/custodevida_cplp2023/Angola/rec.xlsx\", ocr=ocr)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "13ec92ba",
   "metadata": {},
   "outputs": [],
   "source": [
    "df4=pd.read_excel('C:/Users/domingosdeeularia/Documents/notyourbusiness/CodingAndAnalytics/Projects/custodevida_cplp2023/Angola/rec.xlsx')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "6d20e448",
   "metadata": {},
   "outputs": [],
   "source": [
    "df4.to_csv(\"C:/Users/domingosdeeularia/Documents/notyourbusiness/CodingAndAnalytics/Projects/custodevida_cplp2023/Angola/rec.csv\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "68c34392",
   "metadata": {},
   "outputs": [],
   "source": [
    "os.remove(r'C:/Users/domingosdeeularia/Documents/notyourbusiness/CodingAndAnalytics/Projects/custodevida_cplp2023/Angola/rec.xlsx')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "628d340f",
   "metadata": {},
   "outputs": [],
   "source": [
    "df4['Categoria']='Recreação'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "5441988f",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <td>280000</td>\n",
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       "      <td>50%</td>\n",
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       "      <td>120000</td>\n",
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       "      <td>2,15€</td>\n",
       "      <td>Recreação</td>\n",
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       "                      Produto  Kwanza () Dólar ($) Euro (€)  Categoria\n",
       "0   Filmes (entrada/ bilhete)     280000       NaN      50%  Recreação\n",
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      ]
     },
     "execution_count": 38,
     "metadata": {},
     "output_type": "execute_result"
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   ],
   "source": [
    "df4"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d9b4f9fa",
   "metadata": {},
   "source": [
    "Salários"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "e5808544",
   "metadata": {},
   "outputs": [],
   "source": [
    "img5=Image(\"C:/Users/domingosdeeularia/Documents/notyourbusiness/CodingAndAnalytics/Projects/custodevida_cplp2023/Angola/sallaries.png\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "7d6729fb",
   "metadata": {},
   "outputs": [],
   "source": [
    "img5.to_xlsx(\"C:/Users/domingosdeeularia/Documents/notyourbusiness/CodingAndAnalytics/Projects/custodevida_cplp2023/Angola/sallaries.xlsx\", ocr=ocr)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "36bc0e78",
   "metadata": {},
   "outputs": [],
   "source": [
    "df5=pd.read_excel('C:/Users/domingosdeeularia/Documents/notyourbusiness/CodingAndAnalytics/Projects/custodevida_cplp2023/Angola/sallaries.xlsx')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "id": "67aed39b",
   "metadata": {},
   "outputs": [],
   "source": [
    "df5.to_csv(\"C:/Users/domingosdeeularia/Documents/notyourbusiness/CodingAndAnalytics/Projects/custodevida_cplp2023/Angola/sallaries.csv\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "id": "a00e294c",
   "metadata": {},
   "outputs": [],
   "source": [
    "os.remove(r'C:/Users/domingosdeeularia/Documents/notyourbusiness/CodingAndAnalytics/Projects/custodevida_cplp2023/Angola/sallaries.xlsx')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "id": "19f8e0bc",
   "metadata": {},
   "outputs": [],
   "source": [
    "df5['Categoria']='Salários'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "id": "c856fe63",
   "metadata": {},
   "outputs": [
    {
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       "                                             Produto  Kwanza () Dólar ($)  \\\n",
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       "\n",
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     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
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   ],
   "source": [
    "df5"
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  },
  {
   "cell_type": "markdown",
   "id": "6262bb96",
   "metadata": {},
   "source": [
    "Serviços"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "id": "4e1e9dda",
   "metadata": {},
   "outputs": [],
   "source": [
    "img6=Image(\"C:/Users/domingosdeeularia/Documents/notyourbusiness/CodingAndAnalytics/Projects/custodevida_cplp2023/Angola/serv.png\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "id": "a51d3268",
   "metadata": {},
   "outputs": [],
   "source": [
    "img6.to_xlsx(\"C:/Users/domingosdeeularia/Documents/notyourbusiness/CodingAndAnalytics/Projects/custodevida_cplp2023/Angola/serv.xlsx\", ocr=ocr)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "id": "5addfc15",
   "metadata": {},
   "outputs": [],
   "source": [
    "df6=pd.read_excel('C:/Users/domingosdeeularia/Documents/notyourbusiness/CodingAndAnalytics/Projects/custodevida_cplp2023/Angola/serv.xlsx')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "id": "53617dda",
   "metadata": {},
   "outputs": [],
   "source": [
    "df6.to_csv(\"C:/Users/domingosdeeularia/Documents/notyourbusiness/CodingAndAnalytics/Projects/custodevida_cplp2023/Angola/serv.csv\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "id": "1086daff",
   "metadata": {},
   "outputs": [],
   "source": [
    "os.remove(r'C:/Users/domingosdeeularia/Documents/notyourbusiness/CodingAndAnalytics/Projects/custodevida_cplp2023/Angola/serv.xlsx')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "id": "ecaad1e8",
   "metadata": {},
   "outputs": [],
   "source": [
    "df6['Categoria']='Serviços'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "id": "0ee566cb",
   "metadata": {},
   "outputs": [
    {
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       "                                             Produto Kwanza ()  Dólar ($)  \\\n",
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     },
     "execution_count": 52,
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   ],
   "source": [
    "df6"
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  },
  {
   "cell_type": "markdown",
   "id": "53c781e3",
   "metadata": {},
   "source": [
    "Desporto"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "id": "0fc49da6",
   "metadata": {},
   "outputs": [],
   "source": [
    "img7=Image(\"C:/Users/domingosdeeularia/Documents/notyourbusiness/CodingAndAnalytics/Projects/custodevida_cplp2023/Angola/sport.png\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "id": "8f16c1bb",
   "metadata": {},
   "outputs": [],
   "source": [
    "img7.to_xlsx(\"C:/Users/domingosdeeularia/Documents/notyourbusiness/CodingAndAnalytics/Projects/custodevida_cplp2023/Angola/sport.xlsx\", ocr=ocr)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "id": "8db20412",
   "metadata": {},
   "outputs": [],
   "source": [
    "df7=pd.read_excel('C:/Users/domingosdeeularia/Documents/notyourbusiness/CodingAndAnalytics/Projects/custodevida_cplp2023/Angola/sport.xlsx')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "id": "d5c4fc0d",
   "metadata": {},
   "outputs": [],
   "source": [
    "df7.to_csv(\"C:/Users/domingosdeeularia/Documents/notyourbusiness/CodingAndAnalytics/Projects/custodevida_cplp2023/Angola/sport.csv\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "id": "b6f2837f",
   "metadata": {},
   "outputs": [],
   "source": [
    "os.remove(r'C:/Users/domingosdeeularia/Documents/notyourbusiness/CodingAndAnalytics/Projects/custodevida_cplp2023/Angola/sport.xlsx')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "id": "1db48fa6",
   "metadata": {},
   "outputs": [],
   "source": [
    "df7['Categoria']='Desporto'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "id": "f8e1fba9",
   "metadata": {},
   "outputs": [],
   "source": [
    "df7.drop(0,axis=0,inplace=True)"
   ]
  },
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   "execution_count": 60,
   "id": "dd8810de",
   "metadata": {},
   "outputs": [
    {
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       "      <td>de quadra de tênis (1 hora)</td>\n",
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       "      <td>Desporto</td>\n",
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       "    <tr>\n",
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       "                       Produto Kwanza () Dólar ($) Euro (€) Categoria\n",
       "1  de quadra de tênis (1 hora)       NaN    16,755   15,23€  Desporto\n",
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     "execution_count": 60,
     "metadata": {},
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   ],
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  {
   "cell_type": "markdown",
   "id": "b76426e1",
   "metadata": {},
   "source": [
    "Transporte"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "id": "c0049d14",
   "metadata": {},
   "outputs": [],
   "source": [
    "img8=Image(\"C:/Users/domingosdeeularia/Documents/notyourbusiness/CodingAndAnalytics/Projects/custodevida_cplp2023/Angola/transp.png\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "id": "7ea332b4",
   "metadata": {},
   "outputs": [],
   "source": [
    "img8.to_xlsx(\"C:/Users/domingosdeeularia/Documents/notyourbusiness/CodingAndAnalytics/Projects/custodevida_cplp2023/Angola/transp.xlsx\", ocr=ocr)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "id": "fbbbc250",
   "metadata": {},
   "outputs": [],
   "source": [
    "df8=pd.read_excel('C:/Users/domingosdeeularia/Documents/notyourbusiness/CodingAndAnalytics/Projects/custodevida_cplp2023/Angola/transp.xlsx')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "id": "c74713c0",
   "metadata": {},
   "outputs": [],
   "source": [
    "df8.to_csv(\"C:/Users/domingosdeeularia/Documents/notyourbusiness/CodingAndAnalytics/Projects/custodevida_cplp2023/Angola/transp.csv\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "id": "3cf6b300",
   "metadata": {},
   "outputs": [],
   "source": [
    "os.remove(r'C:/Users/domingosdeeularia/Documents/notyourbusiness/CodingAndAnalytics/Projects/custodevida_cplp2023/Angola/transp.xlsx')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "id": "75268108",
   "metadata": {},
   "outputs": [],
   "source": [
    "df8['Categoria']='Transporte'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "id": "17056dd6",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
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       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Gasolina (1 litro)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>358.0</td>\n",
       "      <td>Transporte</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1 hora de corrida de táx\\n1)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Transporte</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Taxi tarifa km (bandeira 1)</td>\n",
       "      <td>E</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Transporte</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Valor inicial (andeira 1)</td>\n",
       "      <td>E\\n”</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Transporte</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Passe de transporte público mensal</td>\n",
       "      <td>16</td>\n",
       "      <td>32178.0</td>\n",
       "      <td>Transporte</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Um bilhete unitário em transporte público</td>\n",
       "      <td>NaN</td>\n",
       "      <td>355.0</td>\n",
       "      <td>Transporte</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                             Produto Kwanza O  Dólar (S)  \\\n",
       "0  Volkswagen Goif 14 de 90 kW (ou um carro novo\\...      NaN        NaN   \n",
       "1                                 Gasolina (1 litro)      NaN      358.0   \n",
       "2                       1 hora de corrida de táx\\n1)      NaN        NaN   \n",
       "3                        Taxi tarifa km (bandeira 1)        E        NaN   \n",
       "4                          Valor inicial (andeira 1)     E\\n”        NaN   \n",
       "5                 Passe de transporte público mensal       16    32178.0   \n",
       "6          Um bilhete unitário em transporte público      NaN      355.0   \n",
       "\n",
       "    Categoria  \n",
       "0  Transporte  \n",
       "1  Transporte  \n",
       "2  Transporte  \n",
       "3  Transporte  \n",
       "4  Transporte  \n",
       "5  Transporte  \n",
       "6  Transporte  "
      ]
     },
     "execution_count": 67,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df8"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d6c9f1b4",
   "metadata": {},
   "source": [
    "### Tratamento dos dados"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "id": "446d5c82",
   "metadata": {},
   "outputs": [],
   "source": [
    "#junção dos dataframes\n",
    "DF=pd.concat([df2,df3,df,df8,df1,df5,df6,df4,df7],ignore_index=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "id": "dab5c42a",
   "metadata": {},
   "outputs": [],
   "source": [
    "#Remoção de colunas não importantes\n",
    "DF=DF.drop(['Kwanza O','Dólar ($)','Euro','Euro (€)','Kwanza ()','(€)','Dólar (S)'], axis=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 70,
   "id": "a7354f49",
   "metadata": {},
   "outputs": [],
   "source": [
    "#Inclusão de colunas com valores vazios\n",
    "DF[[[[[['Preço (USD)','País','Continente','Código','Moeda','Câmbio (Moeda local/1 USD)']]]]]]=''"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 71,
   "id": "5d8271b9",
   "metadata": {},
   "outputs": [],
   "source": [
    "#Ordenamento posicional das colunas\n",
    "DF=DF[list(('Código','Categoria','Produto','Preço (USD)','País','Moeda','Câmbio (Moeda local/1 USD)','Continente'))]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 72,
   "id": "95ed5700",
   "metadata": {},
   "outputs": [],
   "source": [
    "#Configuração para legibilidade de colunas com valores truncados\n",
    "pd.set_option('display.max_colwidth', None)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 73,
   "id": "8b127c67",
   "metadata": {
    "scrolled": true
   },
   "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>Código</th>\n",
       "      <th>Categoria</th>\n",
       "      <th>Produto</th>\n",
       "      <th>Preço (USD)</th>\n",
       "      <th>País</th>\n",
       "      <th>Moeda</th>\n",
       "      <th>Câmbio (Moeda local/1 USD)</th>\n",
       "      <th>Continente</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td></td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Cerveja importada (330 m/)</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td></td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Cerveja naciona! (0,5 litros)</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td></td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Garrafa de vinho (qualidade média)</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td></td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Água (garrafa de 1,5 litros)</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td></td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Alface (1 unidade)</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td></td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Cebolas (1kg)</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td></td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Batatas (1 ko)</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td></td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Tomates (1 kg)</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td></td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Laranjas (1 kg)</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td></td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Bananas (1kg)</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td></td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Maçãs (1 kg)</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td></td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Queijo fresco (1 kg)</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td></td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Uma dúzia de ovos</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td></td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Arroz (1 ko)</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td></td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Um de pão (1 kg)</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td></td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Leite (1 litro)</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td></td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Água (garrafa 330 m!)</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td></td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Coca-Cola / Pepsi (garrafa 330</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td></td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Capuccino</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td></td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Cerveja importada (garrafa 330 m!)</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td></td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Cerveja nacional (0,5 litros)</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td></td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Menu McDonalds, Burger King ou similares</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td></td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Almoço para dois em um restaurante (dois pratos principais\\ne sobremesa)</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td></td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Comida em um restaurante barato</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td></td>\n",
       "      <td>Vestuário</td>\n",
       "      <td>Sapato de couro de homem</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td></td>\n",
       "      <td>Vestuário</td>\n",
       "      <td>Ténis esportivos de marca (Níke, Puma, etc.\\n,</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td></td>\n",
       "      <td>Vestuário</td>\n",
       "      <td>Um vestido</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td></td>\n",
       "      <td>Vestuário</td>\n",
       "      <td>Jeans Levis 501 (ou equivalente)</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td></td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Volkswagen Goif 14 de 90 kW (ou um carro novo\\nequivalente)</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td></td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Gasolina (1 litro)</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td></td>\n",
       "      <td>Transporte</td>\n",
       "      <td>1 hora de corrida de táx\\n1)</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td></td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Taxi tarifa km (bandeira 1)</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td></td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Valor inicial (andeira 1)</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td></td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Passe de transporte público mensal</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td></td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Um bilhete unitário em transporte público</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td></td>\n",
       "      <td>Habitação</td>\n",
       "      <td>casa no subúrbio (preço por m2)</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td></td>\n",
       "      <td>Habitação</td>\n",
       "      <td>(Comprar casa no centro da cidade (preço por m2)</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td></td>\n",
       "      <td>Habitação</td>\n",
       "      <td>AApartamento (3 quartos) no subúrbio ou em um</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td></td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Apartamento (3 quartos) no centro da cidade</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td></td>\n",
       "      <td>Habitação</td>\n",
       "      <td>(1 quarto) no subúrbio ou em um</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td></td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Apartamento (1 quarto) no centro da cidade</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td></td>\n",
       "      <td>Salários</td>\n",
       "      <td>Hipoteca: taxa de juros anual ()</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td></td>\n",
       "      <td>Salários</td>\n",
       "      <td>Salário (salário mensal) médio depois de impostos\\n(líquido)</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td></td>\n",
       "      <td>Serviços</td>\n",
       "      <td>Internet (6 Mbps, plano, a cabo / ADSL)</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td></td>\n",
       "      <td>Serviços</td>\n",
       "      <td>Preço por minuto de ligação local de celular prepago\\n(Sem descontos ou planos)</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td></td>\n",
       "      <td>Serviços</td>\n",
       "      <td>Básicos (electricidade, gãs, água, lixo)</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td></td>\n",
       "      <td>Recreação</td>\n",
       "      <td>Filmes (entrada/ bilhete)</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td></td>\n",
       "      <td>Recreação</td>\n",
       "      <td>Maço de cigarro (Mariboro)</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td></td>\n",
       "      <td>Desporto</td>\n",
       "      <td>de quadra de tênis (1 hora)</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td></td>\n",
       "      <td>Desporto</td>\n",
       "      <td>Ginásio (preço mensal)</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   Código                  Categoria  \\\n",
       "0          Alimentos (supermercados)   \n",
       "1          Alimentos (supermercados)   \n",
       "2          Alimentos (supermercados)   \n",
       "3          Alimentos (supermercados)   \n",
       "4          Alimentos (supermercados)   \n",
       "5          Alimentos (supermercados)   \n",
       "6          Alimentos (supermercados)   \n",
       "7          Alimentos (supermercados)   \n",
       "8          Alimentos (supermercados)   \n",
       "9          Alimentos (supermercados)   \n",
       "10         Alimentos (supermercados)   \n",
       "11         Alimentos (supermercados)   \n",
       "12         Alimentos (supermercados)   \n",
       "13         Alimentos (supermercados)   \n",
       "14         Alimentos (supermercados)   \n",
       "15         Alimentos (supermercados)   \n",
       "16                      Restaurantes   \n",
       "17                      Restaurantes   \n",
       "18                      Restaurantes   \n",
       "19                      Restaurantes   \n",
       "20                      Restaurantes   \n",
       "21                      Restaurantes   \n",
       "22                      Restaurantes   \n",
       "23                      Restaurantes   \n",
       "24                         Vestuário   \n",
       "25                         Vestuário   \n",
       "26                         Vestuário   \n",
       "27                         Vestuário   \n",
       "28                        Transporte   \n",
       "29                        Transporte   \n",
       "30                        Transporte   \n",
       "31                        Transporte   \n",
       "32                        Transporte   \n",
       "33                        Transporte   \n",
       "34                        Transporte   \n",
       "35                         Habitação   \n",
       "36                         Habitação   \n",
       "37                         Habitação   \n",
       "38                         Habitação   \n",
       "39                         Habitação   \n",
       "40                         Habitação   \n",
       "41                          Salários   \n",
       "42                          Salários   \n",
       "43                          Serviços   \n",
       "44                          Serviços   \n",
       "45                          Serviços   \n",
       "46                         Recreação   \n",
       "47                         Recreação   \n",
       "48                          Desporto   \n",
       "49                          Desporto   \n",
       "\n",
       "                                                                            Produto  \\\n",
       "0                                                        Cerveja importada (330 m/)   \n",
       "1                                                     Cerveja naciona! (0,5 litros)   \n",
       "2                                                Garrafa de vinho (qualidade média)   \n",
       "3                                                      Água (garrafa de 1,5 litros)   \n",
       "4                                                                Alface (1 unidade)   \n",
       "5                                                                     Cebolas (1kg)   \n",
       "6                                                                    Batatas (1 ko)   \n",
       "7                                                                    Tomates (1 kg)   \n",
       "8                                                                   Laranjas (1 kg)   \n",
       "9                                                                     Bananas (1kg)   \n",
       "10                                                                     Maçãs (1 kg)   \n",
       "11                                                             Queijo fresco (1 kg)   \n",
       "12                                                                Uma dúzia de ovos   \n",
       "13                                                                     Arroz (1 ko)   \n",
       "14                                                                 Um de pão (1 kg)   \n",
       "15                                                                  Leite (1 litro)   \n",
       "16                                                            Água (garrafa 330 m!)   \n",
       "17                                                   Coca-Cola / Pepsi (garrafa 330   \n",
       "18                                                                        Capuccino   \n",
       "19                                               Cerveja importada (garrafa 330 m!)   \n",
       "20                                                    Cerveja nacional (0,5 litros)   \n",
       "21                                         Menu McDonalds, Burger King ou similares   \n",
       "22         Almoço para dois em um restaurante (dois pratos principais\\ne sobremesa)   \n",
       "23                                                  Comida em um restaurante barato   \n",
       "24                                                         Sapato de couro de homem   \n",
       "25                                   Ténis esportivos de marca (Níke, Puma, etc.\\n,   \n",
       "26                                                                       Um vestido   \n",
       "27                                                 Jeans Levis 501 (ou equivalente)   \n",
       "28                      Volkswagen Goif 14 de 90 kW (ou um carro novo\\nequivalente)   \n",
       "29                                                               Gasolina (1 litro)   \n",
       "30                                                     1 hora de corrida de táx\\n1)   \n",
       "31                                                      Taxi tarifa km (bandeira 1)   \n",
       "32                                                        Valor inicial (andeira 1)   \n",
       "33                                               Passe de transporte público mensal   \n",
       "34                                        Um bilhete unitário em transporte público   \n",
       "35                                                  casa no subúrbio (preço por m2)   \n",
       "36                                 (Comprar casa no centro da cidade (preço por m2)   \n",
       "37                                    AApartamento (3 quartos) no subúrbio ou em um   \n",
       "38                                      Apartamento (3 quartos) no centro da cidade   \n",
       "39                                                  (1 quarto) no subúrbio ou em um   \n",
       "40                                       Apartamento (1 quarto) no centro da cidade   \n",
       "41                                                 Hipoteca: taxa de juros anual ()   \n",
       "42                     Salário (salário mensal) médio depois de impostos\\n(líquido)   \n",
       "43                                          Internet (6 Mbps, plano, a cabo / ADSL)   \n",
       "44  Preço por minuto de ligação local de celular prepago\\n(Sem descontos ou planos)   \n",
       "45                                         Básicos (electricidade, gãs, água, lixo)   \n",
       "46                                                        Filmes (entrada/ bilhete)   \n",
       "47                                                       Maço de cigarro (Mariboro)   \n",
       "48                                                      de quadra de tênis (1 hora)   \n",
       "49                                                           Ginásio (preço mensal)   \n",
       "\n",
       "   Preço (USD) País Moeda Câmbio (Moeda local/1 USD) Continente  \n",
       "0                                                                \n",
       "1                                                                \n",
       "2                                                                \n",
       "3                                                                \n",
       "4                                                                \n",
       "5                                                                \n",
       "6                                                                \n",
       "7                                                                \n",
       "8                                                                \n",
       "9                                                                \n",
       "10                                                               \n",
       "11                                                               \n",
       "12                                                               \n",
       "13                                                               \n",
       "14                                                               \n",
       "15                                                               \n",
       "16                                                               \n",
       "17                                                               \n",
       "18                                                               \n",
       "19                                                               \n",
       "20                                                               \n",
       "21                                                               \n",
       "22                                                               \n",
       "23                                                               \n",
       "24                                                               \n",
       "25                                                               \n",
       "26                                                               \n",
       "27                                                               \n",
       "28                                                               \n",
       "29                                                               \n",
       "30                                                               \n",
       "31                                                               \n",
       "32                                                               \n",
       "33                                                               \n",
       "34                                                               \n",
       "35                                                               \n",
       "36                                                               \n",
       "37                                                               \n",
       "38                                                               \n",
       "39                                                               \n",
       "40                                                               \n",
       "41                                                               \n",
       "42                                                               \n",
       "43                                                               \n",
       "44                                                               \n",
       "45                                                               \n",
       "46                                                               \n",
       "47                                                               \n",
       "48                                                               \n",
       "49                                                               "
      ]
     },
     "execution_count": 73,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "DF"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 129,
   "id": "b9b12f3b",
   "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>Código</th>\n",
       "      <th>Categoria</th>\n",
       "      <th>Produto</th>\n",
       "      <th>Preço (USD)</th>\n",
       "      <th>País</th>\n",
       "      <th>Moeda</th>\n",
       "      <th>Câmbio (Moeda local/1 USD)</th>\n",
       "      <th>Continente</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "Empty DataFrame\n",
       "Columns: [Código, Categoria, Produto, Preço (USD), País, Moeda, Câmbio (Moeda local/1 USD), Continente]\n",
       "Index: []"
      ]
     },
     "execution_count": 129,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Verificação de registos duplicados\n",
    "DF[DF.duplicated()]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 130,
   "id": "613c4452",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Código                        0\n",
       "Categoria                     0\n",
       "Produto                       0\n",
       "Preço (USD)                   0\n",
       "País                          0\n",
       "Moeda                         0\n",
       "Câmbio (Moeda local/1 USD)    0\n",
       "Continente                    0\n",
       "dtype: int64"
      ]
     },
     "execution_count": 130,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Verificação de registos ausentes\n",
    "DF.isnull().sum()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 131,
   "id": "21ae6962",
   "metadata": {},
   "outputs": [],
   "source": [
    "#Correção de falhas do OCR\n",
    "DF['Produto']=DF['Produto'].replace(['Cerveja importada (330 m/)','Cerveja naciona! (0,5 litros)','Batatas (1 ko)','Arroz (1 ko)','Água (garrafa 330 m!)','Coca-Cola / Pepsi (garrafa 330','Cerveja importada (garrafa 330 m!)','Almoço para dois em um restaurante (dois pratos principais\\ne sobremesa)','Ténis esportivos de marca (Níke, Puma, etc.\\n,','Volkswagen Goif 14 de 90 kW (ou um carro novo\\nequivalente)','1 hora de corrida de táx\\n1)','Taxi tarifa km (bandeira 1)','Valor inicial (andeira 1)','casa no subúrbio (preço por m2)','(Comprar casa no centro da cidade (preço por m2)','AApartamento (3 quartos) no subúrbio ou em um','(1 quarto) no subúrbio ou em um','Hipoteca: taxa de juros anual ()','Salário (salário mensal) médio depois de impostos\\n(líquido)','Preço por minuto de ligação local de celular prepago\\n(Sem descontos ou planos)','Maço de cigarro (Mariboro)','de quadra de tênis (1 hora)'],['Cerveja importada (330 ml)','Cerveja nacional (0,5 litros)','Batatas (1 kg)','Arroz (1 kg)','Água (garrafa 330 ml)','Coca-Cola / Pepsi (garrafa 330 ml)','Cerveja importada (garrafa 330 ml)','Almoço para dois em um restaurante (dois pratos principais e sobremesa)','Ténis desportivos de marca (Níke,Adidas, Puma, etc.)','Volkswagen Golf 14 de 90 kW (ou um carro novo equivalente)','1 hora de corrida de táxi (bandeira 1)','Taxi tarifa ao km (bandeira 1)','Valor inicial (bandeira 1)','Comprar casa no subúrbio (preço por m2)','Comprar casa no centro da cidade (preço por m2)','Apartamento (3 quartos) no subúrbio ou em um vilarejo','Apartamento (1 quarto) no subúrbio ou em um vilarejo','Hipoteca: taxa de juros anual (%)','Salário (salário mensal) médio depois de impostos (líquido)','Preço por minuto de ligação local de telemóvel pré-pago (sem descontos ou planos)','Maço de cigarro (Marlboro)','Aluguel de quadra de ténis (1 hora)'])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5bab27a0",
   "metadata": {},
   "source": [
    "#### Angola"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 75,
   "id": "8001583d",
   "metadata": {},
   "outputs": [],
   "source": [
    "dfao=DF.copy()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 76,
   "id": "2f7827e3",
   "metadata": {},
   "outputs": [],
   "source": [
    "dfao [['Código','País','Moeda','Câmbio (Moeda local/1 USD)','Continente']]='AO', 'Angola', 'Kwanza (AOA)', 507.504,'África'"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6091a361",
   "metadata": {},
   "source": [
    "Definição da Primary Key"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 77,
   "id": "363d6d43",
   "metadata": {},
   "outputs": [],
   "source": [
    "indexao=[]\n",
    "for i in range (1,int(DF['Código'].value_counts())+1):\n",
    "    indexao.append(i)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 78,
   "id": "c7bdade8",
   "metadata": {},
   "outputs": [],
   "source": [
    "indexao=pd.DataFrame(indexao)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 79,
   "id": "84714a45",
   "metadata": {},
   "outputs": [],
   "source": [
    "dfao['Código']=dfao['Código']+indexao[0].map(str)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 80,
   "id": "26eb347f",
   "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>Código</th>\n",
       "      <th>Categoria</th>\n",
       "      <th>Produto</th>\n",
       "      <th>Preço (USD)</th>\n",
       "      <th>País</th>\n",
       "      <th>Moeda</th>\n",
       "      <th>Câmbio (Moeda local/1 USD)</th>\n",
       "      <th>Continente</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>AO1</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Cerveja importada (330 ml)</td>\n",
       "      <td></td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>AO2</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Cerveja nacional (0,5 litros)</td>\n",
       "      <td></td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>AO3</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Garrafa de vinho (qualidade média)</td>\n",
       "      <td></td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>AO4</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Água (garrafa de 1,5 litros)</td>\n",
       "      <td></td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>AO5</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Alface (1 unidade)</td>\n",
       "      <td></td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>AO6</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Cebolas (1kg)</td>\n",
       "      <td></td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>AO7</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Batatas (1 kg)</td>\n",
       "      <td></td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>AO8</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Tomates (1 kg)</td>\n",
       "      <td></td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>AO9</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Laranjas (1 kg)</td>\n",
       "      <td></td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>AO10</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Bananas (1kg)</td>\n",
       "      <td></td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>AO11</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Maçãs (1 kg)</td>\n",
       "      <td></td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>AO12</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Queijo fresco (1 kg)</td>\n",
       "      <td></td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>AO13</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Uma dúzia de ovos</td>\n",
       "      <td></td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>AO14</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Arroz (1 kg)</td>\n",
       "      <td></td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>AO15</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Um de pão (1 kg)</td>\n",
       "      <td></td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>AO16</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Leite (1 litro)</td>\n",
       "      <td></td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>AO17</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Água (garrafa 330 ml)</td>\n",
       "      <td></td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>AO18</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Coca-Cola / Pepsi (garrafa 330 ml)</td>\n",
       "      <td></td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>AO19</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Capuccino</td>\n",
       "      <td></td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>AO20</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Cerveja importada (garrafa 330 ml)</td>\n",
       "      <td></td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>AO21</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Cerveja nacional (0,5 litros)</td>\n",
       "      <td></td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>AO22</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Menu McDonalds, Burger King ou similares</td>\n",
       "      <td></td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>AO23</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Almoço para dois em um restaurante (dois pratos principais e sobremesa)</td>\n",
       "      <td></td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>AO24</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Comida em um restaurante barato</td>\n",
       "      <td></td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>AO25</td>\n",
       "      <td>Vestuário</td>\n",
       "      <td>Sapato de couro de homem</td>\n",
       "      <td></td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>AO26</td>\n",
       "      <td>Vestuário</td>\n",
       "      <td>Ténis desportivos de marca (Níke,Adidas, Puma, etc.)</td>\n",
       "      <td></td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>AO27</td>\n",
       "      <td>Vestuário</td>\n",
       "      <td>Um vestido</td>\n",
       "      <td></td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>AO28</td>\n",
       "      <td>Vestuário</td>\n",
       "      <td>Jeans Levis 501 (ou equivalente)</td>\n",
       "      <td></td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>AO29</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Volkswagen Golf 14 de 90 kW (ou um carro novo equivalente)</td>\n",
       "      <td></td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>AO30</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Gasolina (1 litro)</td>\n",
       "      <td></td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>AO31</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>1 hora de corrida de táxi (bandeira 1)</td>\n",
       "      <td></td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>AO32</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Taxi tarifa ao km (bandeira 1)</td>\n",
       "      <td></td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>AO33</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Valor inicial (bandeira 1)</td>\n",
       "      <td></td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>AO34</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Passe de transporte público mensal</td>\n",
       "      <td></td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>AO35</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Um bilhete unitário em transporte público</td>\n",
       "      <td></td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>AO36</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Comprar casa no subúrbio (preço por m2)</td>\n",
       "      <td></td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>AO37</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Comprar casa no centro da cidade (preço por m2)</td>\n",
       "      <td></td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>AO38</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Apartamento (3 quartos) no subúrbio ou em um vilarejo</td>\n",
       "      <td></td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>AO39</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Apartamento (3 quartos) no centro da cidade</td>\n",
       "      <td></td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>AO40</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Apartamento (1 quarto) no subúrbio ou em um vilarejo</td>\n",
       "      <td></td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>AO41</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Apartamento (1 quarto) no centro da cidade</td>\n",
       "      <td></td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>AO42</td>\n",
       "      <td>Salários</td>\n",
       "      <td>Hipoteca: taxa de juros anual (%)</td>\n",
       "      <td></td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>AO43</td>\n",
       "      <td>Salários</td>\n",
       "      <td>Salário (salário mensal) médio depois de impostos (líquido)</td>\n",
       "      <td></td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>AO44</td>\n",
       "      <td>Serviços</td>\n",
       "      <td>Internet (6 Mbps, plano, a cabo / ADSL)</td>\n",
       "      <td></td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>AO45</td>\n",
       "      <td>Serviços</td>\n",
       "      <td>Preço por minuto de ligação local de telemóvel pré-pago (sem descontos ou planos)</td>\n",
       "      <td></td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>AO46</td>\n",
       "      <td>Serviços</td>\n",
       "      <td>Básicos (electricidade, gãs, água, lixo)</td>\n",
       "      <td></td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>AO47</td>\n",
       "      <td>Recreação</td>\n",
       "      <td>Filmes (entrada/ bilhete)</td>\n",
       "      <td></td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>AO48</td>\n",
       "      <td>Recreação</td>\n",
       "      <td>Maço de cigarro (Marlboro)</td>\n",
       "      <td></td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>AO49</td>\n",
       "      <td>Desporto</td>\n",
       "      <td>Aluguel de quadra de ténis (1 hora)</td>\n",
       "      <td></td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>AO50</td>\n",
       "      <td>Desporto</td>\n",
       "      <td>Ginásio (preço mensal)</td>\n",
       "      <td></td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   Código                  Categoria  \\\n",
       "0     AO1  Alimentos (supermercados)   \n",
       "1     AO2  Alimentos (supermercados)   \n",
       "2     AO3  Alimentos (supermercados)   \n",
       "3     AO4  Alimentos (supermercados)   \n",
       "4     AO5  Alimentos (supermercados)   \n",
       "5     AO6  Alimentos (supermercados)   \n",
       "6     AO7  Alimentos (supermercados)   \n",
       "7     AO8  Alimentos (supermercados)   \n",
       "8     AO9  Alimentos (supermercados)   \n",
       "9    AO10  Alimentos (supermercados)   \n",
       "10   AO11  Alimentos (supermercados)   \n",
       "11   AO12  Alimentos (supermercados)   \n",
       "12   AO13  Alimentos (supermercados)   \n",
       "13   AO14  Alimentos (supermercados)   \n",
       "14   AO15  Alimentos (supermercados)   \n",
       "15   AO16  Alimentos (supermercados)   \n",
       "16   AO17               Restaurantes   \n",
       "17   AO18               Restaurantes   \n",
       "18   AO19               Restaurantes   \n",
       "19   AO20               Restaurantes   \n",
       "20   AO21               Restaurantes   \n",
       "21   AO22               Restaurantes   \n",
       "22   AO23               Restaurantes   \n",
       "23   AO24               Restaurantes   \n",
       "24   AO25                  Vestuário   \n",
       "25   AO26                  Vestuário   \n",
       "26   AO27                  Vestuário   \n",
       "27   AO28                  Vestuário   \n",
       "28   AO29                 Transporte   \n",
       "29   AO30                 Transporte   \n",
       "30   AO31                 Transporte   \n",
       "31   AO32                 Transporte   \n",
       "32   AO33                 Transporte   \n",
       "33   AO34                 Transporte   \n",
       "34   AO35                 Transporte   \n",
       "35   AO36                  Habitação   \n",
       "36   AO37                  Habitação   \n",
       "37   AO38                  Habitação   \n",
       "38   AO39                  Habitação   \n",
       "39   AO40                  Habitação   \n",
       "40   AO41                  Habitação   \n",
       "41   AO42                   Salários   \n",
       "42   AO43                   Salários   \n",
       "43   AO44                   Serviços   \n",
       "44   AO45                   Serviços   \n",
       "45   AO46                   Serviços   \n",
       "46   AO47                  Recreação   \n",
       "47   AO48                  Recreação   \n",
       "48   AO49                   Desporto   \n",
       "49   AO50                   Desporto   \n",
       "\n",
       "                                                                              Produto  \\\n",
       "0                                                          Cerveja importada (330 ml)   \n",
       "1                                                       Cerveja nacional (0,5 litros)   \n",
       "2                                                  Garrafa de vinho (qualidade média)   \n",
       "3                                                        Água (garrafa de 1,5 litros)   \n",
       "4                                                                  Alface (1 unidade)   \n",
       "5                                                                       Cebolas (1kg)   \n",
       "6                                                                      Batatas (1 kg)   \n",
       "7                                                                      Tomates (1 kg)   \n",
       "8                                                                     Laranjas (1 kg)   \n",
       "9                                                                       Bananas (1kg)   \n",
       "10                                                                       Maçãs (1 kg)   \n",
       "11                                                               Queijo fresco (1 kg)   \n",
       "12                                                                  Uma dúzia de ovos   \n",
       "13                                                                       Arroz (1 kg)   \n",
       "14                                                                   Um de pão (1 kg)   \n",
       "15                                                                    Leite (1 litro)   \n",
       "16                                                              Água (garrafa 330 ml)   \n",
       "17                                                 Coca-Cola / Pepsi (garrafa 330 ml)   \n",
       "18                                                                          Capuccino   \n",
       "19                                                 Cerveja importada (garrafa 330 ml)   \n",
       "20                                                      Cerveja nacional (0,5 litros)   \n",
       "21                                           Menu McDonalds, Burger King ou similares   \n",
       "22            Almoço para dois em um restaurante (dois pratos principais e sobremesa)   \n",
       "23                                                    Comida em um restaurante barato   \n",
       "24                                                           Sapato de couro de homem   \n",
       "25                               Ténis desportivos de marca (Níke,Adidas, Puma, etc.)   \n",
       "26                                                                         Um vestido   \n",
       "27                                                   Jeans Levis 501 (ou equivalente)   \n",
       "28                         Volkswagen Golf 14 de 90 kW (ou um carro novo equivalente)   \n",
       "29                                                                 Gasolina (1 litro)   \n",
       "30                                             1 hora de corrida de táxi (bandeira 1)   \n",
       "31                                                     Taxi tarifa ao km (bandeira 1)   \n",
       "32                                                         Valor inicial (bandeira 1)   \n",
       "33                                                 Passe de transporte público mensal   \n",
       "34                                          Um bilhete unitário em transporte público   \n",
       "35                                            Comprar casa no subúrbio (preço por m2)   \n",
       "36                                    Comprar casa no centro da cidade (preço por m2)   \n",
       "37                              Apartamento (3 quartos) no subúrbio ou em um vilarejo   \n",
       "38                                        Apartamento (3 quartos) no centro da cidade   \n",
       "39                               Apartamento (1 quarto) no subúrbio ou em um vilarejo   \n",
       "40                                         Apartamento (1 quarto) no centro da cidade   \n",
       "41                                                  Hipoteca: taxa de juros anual (%)   \n",
       "42                        Salário (salário mensal) médio depois de impostos (líquido)   \n",
       "43                                            Internet (6 Mbps, plano, a cabo / ADSL)   \n",
       "44  Preço por minuto de ligação local de telemóvel pré-pago (sem descontos ou planos)   \n",
       "45                                           Básicos (electricidade, gãs, água, lixo)   \n",
       "46                                                          Filmes (entrada/ bilhete)   \n",
       "47                                                         Maço de cigarro (Marlboro)   \n",
       "48                                                Aluguel de quadra de ténis (1 hora)   \n",
       "49                                                             Ginásio (preço mensal)   \n",
       "\n",
       "   Preço (USD)    País         Moeda  Câmbio (Moeda local/1 USD) Continente  \n",
       "0               Angola  Kwanza (AOA)                     507.504     África  \n",
       "1               Angola  Kwanza (AOA)                     507.504     África  \n",
       "2               Angola  Kwanza (AOA)                     507.504     África  \n",
       "3               Angola  Kwanza (AOA)                     507.504     África  \n",
       "4               Angola  Kwanza (AOA)                     507.504     África  \n",
       "5               Angola  Kwanza (AOA)                     507.504     África  \n",
       "6               Angola  Kwanza (AOA)                     507.504     África  \n",
       "7               Angola  Kwanza (AOA)                     507.504     África  \n",
       "8               Angola  Kwanza (AOA)                     507.504     África  \n",
       "9               Angola  Kwanza (AOA)                     507.504     África  \n",
       "10              Angola  Kwanza (AOA)                     507.504     África  \n",
       "11              Angola  Kwanza (AOA)                     507.504     África  \n",
       "12              Angola  Kwanza (AOA)                     507.504     África  \n",
       "13              Angola  Kwanza (AOA)                     507.504     África  \n",
       "14              Angola  Kwanza (AOA)                     507.504     África  \n",
       "15              Angola  Kwanza (AOA)                     507.504     África  \n",
       "16              Angola  Kwanza (AOA)                     507.504     África  \n",
       "17              Angola  Kwanza (AOA)                     507.504     África  \n",
       "18              Angola  Kwanza (AOA)                     507.504     África  \n",
       "19              Angola  Kwanza (AOA)                     507.504     África  \n",
       "20              Angola  Kwanza (AOA)                     507.504     África  \n",
       "21              Angola  Kwanza (AOA)                     507.504     África  \n",
       "22              Angola  Kwanza (AOA)                     507.504     África  \n",
       "23              Angola  Kwanza (AOA)                     507.504     África  \n",
       "24              Angola  Kwanza (AOA)                     507.504     África  \n",
       "25              Angola  Kwanza (AOA)                     507.504     África  \n",
       "26              Angola  Kwanza (AOA)                     507.504     África  \n",
       "27              Angola  Kwanza (AOA)                     507.504     África  \n",
       "28              Angola  Kwanza (AOA)                     507.504     África  \n",
       "29              Angola  Kwanza (AOA)                     507.504     África  \n",
       "30              Angola  Kwanza (AOA)                     507.504     África  \n",
       "31              Angola  Kwanza (AOA)                     507.504     África  \n",
       "32              Angola  Kwanza (AOA)                     507.504     África  \n",
       "33              Angola  Kwanza (AOA)                     507.504     África  \n",
       "34              Angola  Kwanza (AOA)                     507.504     África  \n",
       "35              Angola  Kwanza (AOA)                     507.504     África  \n",
       "36              Angola  Kwanza (AOA)                     507.504     África  \n",
       "37              Angola  Kwanza (AOA)                     507.504     África  \n",
       "38              Angola  Kwanza (AOA)                     507.504     África  \n",
       "39              Angola  Kwanza (AOA)                     507.504     África  \n",
       "40              Angola  Kwanza (AOA)                     507.504     África  \n",
       "41              Angola  Kwanza (AOA)                     507.504     África  \n",
       "42              Angola  Kwanza (AOA)                     507.504     África  \n",
       "43              Angola  Kwanza (AOA)                     507.504     África  \n",
       "44              Angola  Kwanza (AOA)                     507.504     África  \n",
       "45              Angola  Kwanza (AOA)                     507.504     África  \n",
       "46              Angola  Kwanza (AOA)                     507.504     África  \n",
       "47              Angola  Kwanza (AOA)                     507.504     África  \n",
       "48              Angola  Kwanza (AOA)                     507.504     África  \n",
       "49              Angola  Kwanza (AOA)                     507.504     África  "
      ]
     },
     "execution_count": 80,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dfao"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 81,
   "id": "ce6100be",
   "metadata": {},
   "outputs": [],
   "source": [
    "dfao['Preço (USD)']=[0.87, 0.69, 9.06, 0.55, 1.12, 1.71, 1.66, 1.95, 4.33, 0.83, 2.96, 10.64, 2.76, 0.89, 1.66, 1.75, 1.16, 1.77, 3.74, 1.28, 1.95, 8.47, 60.49, 7.88, 238.22, 252.81, 150.34, 95.96, 20938.95, 0.35, 8.08, 1.67, 1.67, 31.72, 0.35, 4067.36, 5136.51, 1306.79, 6881.13, 80.79, 346.80, 25, 3276.62, 186.40, 0.13, 78.03, 5.52, 2.36, 16.75, 40.00]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 82,
   "id": "e860cbfe",
   "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",
       "    }\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>Código</th>\n",
       "      <th>Categoria</th>\n",
       "      <th>Produto</th>\n",
       "      <th>Preço (USD)</th>\n",
       "      <th>País</th>\n",
       "      <th>Moeda</th>\n",
       "      <th>Câmbio (Moeda local/1 USD)</th>\n",
       "      <th>Continente</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>AO1</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Cerveja importada (330 ml)</td>\n",
       "      <td>0.87</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>AO2</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Cerveja nacional (0,5 litros)</td>\n",
       "      <td>0.69</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>AO3</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Garrafa de vinho (qualidade média)</td>\n",
       "      <td>9.06</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>AO4</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Água (garrafa de 1,5 litros)</td>\n",
       "      <td>0.55</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>AO5</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Alface (1 unidade)</td>\n",
       "      <td>1.12</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  Código                  Categoria                             Produto  \\\n",
       "0    AO1  Alimentos (supermercados)          Cerveja importada (330 ml)   \n",
       "1    AO2  Alimentos (supermercados)       Cerveja nacional (0,5 litros)   \n",
       "2    AO3  Alimentos (supermercados)  Garrafa de vinho (qualidade média)   \n",
       "3    AO4  Alimentos (supermercados)        Água (garrafa de 1,5 litros)   \n",
       "4    AO5  Alimentos (supermercados)                  Alface (1 unidade)   \n",
       "\n",
       "   Preço (USD)    País         Moeda  Câmbio (Moeda local/1 USD) Continente  \n",
       "0         0.87  Angola  Kwanza (AOA)                     507.504     África  \n",
       "1         0.69  Angola  Kwanza (AOA)                     507.504     África  \n",
       "2         9.06  Angola  Kwanza (AOA)                     507.504     África  \n",
       "3         0.55  Angola  Kwanza (AOA)                     507.504     África  \n",
       "4         1.12  Angola  Kwanza (AOA)                     507.504     África  "
      ]
     },
     "execution_count": 82,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dfao.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d4efcfd7",
   "metadata": {},
   "source": [
    "#### Brasil"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 83,
   "id": "8d8fc585",
   "metadata": {},
   "outputs": [],
   "source": [
    "dfbr=DF.copy()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 84,
   "id": "6edce1a2",
   "metadata": {},
   "outputs": [],
   "source": [
    "dfbr [['Código','País','Moeda','Câmbio (Moeda local/1 USD)','Continente']]='BR', 'Brasil', 'Real (R$)',5.057,'América do Sul'"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "75bacad1",
   "metadata": {},
   "source": [
    "Definição da Primary Key"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 85,
   "id": "45f93140",
   "metadata": {},
   "outputs": [],
   "source": [
    "indexbr=[]\n",
    "for i in range (1, int(DF['Código'].value_counts())+1):\n",
    "    indexbr.append(i)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 86,
   "id": "6fd3aae7",
   "metadata": {},
   "outputs": [],
   "source": [
    "indexbr=pd.DataFrame(indexbr)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 87,
   "id": "1032ecda",
   "metadata": {},
   "outputs": [],
   "source": [
    "dfbr['Código']=dfbr['Código']+indexbr[0].map(str)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 88,
   "id": "5087ec18",
   "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",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Código</th>\n",
       "      <th>Categoria</th>\n",
       "      <th>Produto</th>\n",
       "      <th>Preço (USD)</th>\n",
       "      <th>País</th>\n",
       "      <th>Moeda</th>\n",
       "      <th>Câmbio (Moeda local/1 USD)</th>\n",
       "      <th>Continente</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>BR1</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Cerveja importada (330 ml)</td>\n",
       "      <td></td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>BR2</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Cerveja nacional (0,5 litros)</td>\n",
       "      <td></td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>BR3</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Garrafa de vinho (qualidade média)</td>\n",
       "      <td></td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>BR4</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Água (garrafa de 1,5 litros)</td>\n",
       "      <td></td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>BR5</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Alface (1 unidade)</td>\n",
       "      <td></td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>BR6</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Cebolas (1kg)</td>\n",
       "      <td></td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>BR7</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Batatas (1 kg)</td>\n",
       "      <td></td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>BR8</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Tomates (1 kg)</td>\n",
       "      <td></td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>BR9</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Laranjas (1 kg)</td>\n",
       "      <td></td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>BR10</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Bananas (1kg)</td>\n",
       "      <td></td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>BR11</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Maçãs (1 kg)</td>\n",
       "      <td></td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>BR12</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Queijo fresco (1 kg)</td>\n",
       "      <td></td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>BR13</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Uma dúzia de ovos</td>\n",
       "      <td></td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>BR14</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Arroz (1 kg)</td>\n",
       "      <td></td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>BR15</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Um de pão (1 kg)</td>\n",
       "      <td></td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>BR16</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Leite (1 litro)</td>\n",
       "      <td></td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>BR17</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Água (garrafa 330 ml)</td>\n",
       "      <td></td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>BR18</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Coca-Cola / Pepsi (garrafa 330 ml)</td>\n",
       "      <td></td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>BR19</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Capuccino</td>\n",
       "      <td></td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>BR20</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Cerveja importada (garrafa 330 ml)</td>\n",
       "      <td></td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>BR21</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Cerveja nacional (0,5 litros)</td>\n",
       "      <td></td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>BR22</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Menu McDonalds, Burger King ou similares</td>\n",
       "      <td></td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>BR23</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Almoço para dois em um restaurante (dois pratos principais e sobremesa)</td>\n",
       "      <td></td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>BR24</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Comida em um restaurante barato</td>\n",
       "      <td></td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>BR25</td>\n",
       "      <td>Vestuário</td>\n",
       "      <td>Sapato de couro de homem</td>\n",
       "      <td></td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>BR26</td>\n",
       "      <td>Vestuário</td>\n",
       "      <td>Ténis desportivos de marca (Níke,Adidas, Puma, etc.)</td>\n",
       "      <td></td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>BR27</td>\n",
       "      <td>Vestuário</td>\n",
       "      <td>Um vestido</td>\n",
       "      <td></td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>BR28</td>\n",
       "      <td>Vestuário</td>\n",
       "      <td>Jeans Levis 501 (ou equivalente)</td>\n",
       "      <td></td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>BR29</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Volkswagen Golf 14 de 90 kW (ou um carro novo equivalente)</td>\n",
       "      <td></td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>BR30</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Gasolina (1 litro)</td>\n",
       "      <td></td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>BR31</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>1 hora de corrida de táxi (bandeira 1)</td>\n",
       "      <td></td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>BR32</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Taxi tarifa ao km (bandeira 1)</td>\n",
       "      <td></td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>BR33</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Valor inicial (bandeira 1)</td>\n",
       "      <td></td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>BR34</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Passe de transporte público mensal</td>\n",
       "      <td></td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>BR35</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Um bilhete unitário em transporte público</td>\n",
       "      <td></td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>BR36</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Comprar casa no subúrbio (preço por m2)</td>\n",
       "      <td></td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>BR37</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Comprar casa no centro da cidade (preço por m2)</td>\n",
       "      <td></td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>BR38</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Apartamento (3 quartos) no subúrbio ou em um vilarejo</td>\n",
       "      <td></td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>BR39</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Apartamento (3 quartos) no centro da cidade</td>\n",
       "      <td></td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>BR40</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Apartamento (1 quarto) no subúrbio ou em um vilarejo</td>\n",
       "      <td></td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>BR41</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Apartamento (1 quarto) no centro da cidade</td>\n",
       "      <td></td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>BR42</td>\n",
       "      <td>Salários</td>\n",
       "      <td>Hipoteca: taxa de juros anual (%)</td>\n",
       "      <td></td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>BR43</td>\n",
       "      <td>Salários</td>\n",
       "      <td>Salário (salário mensal) médio depois de impostos (líquido)</td>\n",
       "      <td></td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>BR44</td>\n",
       "      <td>Serviços</td>\n",
       "      <td>Internet (6 Mbps, plano, a cabo / ADSL)</td>\n",
       "      <td></td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>BR45</td>\n",
       "      <td>Serviços</td>\n",
       "      <td>Preço por minuto de ligação local de telemóvel pré-pago (sem descontos ou planos)</td>\n",
       "      <td></td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>BR46</td>\n",
       "      <td>Serviços</td>\n",
       "      <td>Básicos (electricidade, gãs, água, lixo)</td>\n",
       "      <td></td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>BR47</td>\n",
       "      <td>Recreação</td>\n",
       "      <td>Filmes (entrada/ bilhete)</td>\n",
       "      <td></td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>BR48</td>\n",
       "      <td>Recreação</td>\n",
       "      <td>Maço de cigarro (Marlboro)</td>\n",
       "      <td></td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>BR49</td>\n",
       "      <td>Desporto</td>\n",
       "      <td>Aluguel de quadra de ténis (1 hora)</td>\n",
       "      <td></td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>BR50</td>\n",
       "      <td>Desporto</td>\n",
       "      <td>Ginásio (preço mensal)</td>\n",
       "      <td></td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   Código                  Categoria  \\\n",
       "0     BR1  Alimentos (supermercados)   \n",
       "1     BR2  Alimentos (supermercados)   \n",
       "2     BR3  Alimentos (supermercados)   \n",
       "3     BR4  Alimentos (supermercados)   \n",
       "4     BR5  Alimentos (supermercados)   \n",
       "5     BR6  Alimentos (supermercados)   \n",
       "6     BR7  Alimentos (supermercados)   \n",
       "7     BR8  Alimentos (supermercados)   \n",
       "8     BR9  Alimentos (supermercados)   \n",
       "9    BR10  Alimentos (supermercados)   \n",
       "10   BR11  Alimentos (supermercados)   \n",
       "11   BR12  Alimentos (supermercados)   \n",
       "12   BR13  Alimentos (supermercados)   \n",
       "13   BR14  Alimentos (supermercados)   \n",
       "14   BR15  Alimentos (supermercados)   \n",
       "15   BR16  Alimentos (supermercados)   \n",
       "16   BR17               Restaurantes   \n",
       "17   BR18               Restaurantes   \n",
       "18   BR19               Restaurantes   \n",
       "19   BR20               Restaurantes   \n",
       "20   BR21               Restaurantes   \n",
       "21   BR22               Restaurantes   \n",
       "22   BR23               Restaurantes   \n",
       "23   BR24               Restaurantes   \n",
       "24   BR25                  Vestuário   \n",
       "25   BR26                  Vestuário   \n",
       "26   BR27                  Vestuário   \n",
       "27   BR28                  Vestuário   \n",
       "28   BR29                 Transporte   \n",
       "29   BR30                 Transporte   \n",
       "30   BR31                 Transporte   \n",
       "31   BR32                 Transporte   \n",
       "32   BR33                 Transporte   \n",
       "33   BR34                 Transporte   \n",
       "34   BR35                 Transporte   \n",
       "35   BR36                  Habitação   \n",
       "36   BR37                  Habitação   \n",
       "37   BR38                  Habitação   \n",
       "38   BR39                  Habitação   \n",
       "39   BR40                  Habitação   \n",
       "40   BR41                  Habitação   \n",
       "41   BR42                   Salários   \n",
       "42   BR43                   Salários   \n",
       "43   BR44                   Serviços   \n",
       "44   BR45                   Serviços   \n",
       "45   BR46                   Serviços   \n",
       "46   BR47                  Recreação   \n",
       "47   BR48                  Recreação   \n",
       "48   BR49                   Desporto   \n",
       "49   BR50                   Desporto   \n",
       "\n",
       "                                                                              Produto  \\\n",
       "0                                                          Cerveja importada (330 ml)   \n",
       "1                                                       Cerveja nacional (0,5 litros)   \n",
       "2                                                  Garrafa de vinho (qualidade média)   \n",
       "3                                                        Água (garrafa de 1,5 litros)   \n",
       "4                                                                  Alface (1 unidade)   \n",
       "5                                                                       Cebolas (1kg)   \n",
       "6                                                                      Batatas (1 kg)   \n",
       "7                                                                      Tomates (1 kg)   \n",
       "8                                                                     Laranjas (1 kg)   \n",
       "9                                                                       Bananas (1kg)   \n",
       "10                                                                       Maçãs (1 kg)   \n",
       "11                                                               Queijo fresco (1 kg)   \n",
       "12                                                                  Uma dúzia de ovos   \n",
       "13                                                                       Arroz (1 kg)   \n",
       "14                                                                   Um de pão (1 kg)   \n",
       "15                                                                    Leite (1 litro)   \n",
       "16                                                              Água (garrafa 330 ml)   \n",
       "17                                                 Coca-Cola / Pepsi (garrafa 330 ml)   \n",
       "18                                                                          Capuccino   \n",
       "19                                                 Cerveja importada (garrafa 330 ml)   \n",
       "20                                                      Cerveja nacional (0,5 litros)   \n",
       "21                                           Menu McDonalds, Burger King ou similares   \n",
       "22            Almoço para dois em um restaurante (dois pratos principais e sobremesa)   \n",
       "23                                                    Comida em um restaurante barato   \n",
       "24                                                           Sapato de couro de homem   \n",
       "25                               Ténis desportivos de marca (Níke,Adidas, Puma, etc.)   \n",
       "26                                                                         Um vestido   \n",
       "27                                                   Jeans Levis 501 (ou equivalente)   \n",
       "28                         Volkswagen Golf 14 de 90 kW (ou um carro novo equivalente)   \n",
       "29                                                                 Gasolina (1 litro)   \n",
       "30                                             1 hora de corrida de táxi (bandeira 1)   \n",
       "31                                                     Taxi tarifa ao km (bandeira 1)   \n",
       "32                                                         Valor inicial (bandeira 1)   \n",
       "33                                                 Passe de transporte público mensal   \n",
       "34                                          Um bilhete unitário em transporte público   \n",
       "35                                            Comprar casa no subúrbio (preço por m2)   \n",
       "36                                    Comprar casa no centro da cidade (preço por m2)   \n",
       "37                              Apartamento (3 quartos) no subúrbio ou em um vilarejo   \n",
       "38                                        Apartamento (3 quartos) no centro da cidade   \n",
       "39                               Apartamento (1 quarto) no subúrbio ou em um vilarejo   \n",
       "40                                         Apartamento (1 quarto) no centro da cidade   \n",
       "41                                                  Hipoteca: taxa de juros anual (%)   \n",
       "42                        Salário (salário mensal) médio depois de impostos (líquido)   \n",
       "43                                            Internet (6 Mbps, plano, a cabo / ADSL)   \n",
       "44  Preço por minuto de ligação local de telemóvel pré-pago (sem descontos ou planos)   \n",
       "45                                           Básicos (electricidade, gãs, água, lixo)   \n",
       "46                                                          Filmes (entrada/ bilhete)   \n",
       "47                                                         Maço de cigarro (Marlboro)   \n",
       "48                                                Aluguel de quadra de ténis (1 hora)   \n",
       "49                                                             Ginásio (preço mensal)   \n",
       "\n",
       "   Preço (USD)    País      Moeda  Câmbio (Moeda local/1 USD)      Continente  \n",
       "0               Brasil  Real (R$)                       5.057  América do Sul  \n",
       "1               Brasil  Real (R$)                       5.057  América do Sul  \n",
       "2               Brasil  Real (R$)                       5.057  América do Sul  \n",
       "3               Brasil  Real (R$)                       5.057  América do Sul  \n",
       "4               Brasil  Real (R$)                       5.057  América do Sul  \n",
       "5               Brasil  Real (R$)                       5.057  América do Sul  \n",
       "6               Brasil  Real (R$)                       5.057  América do Sul  \n",
       "7               Brasil  Real (R$)                       5.057  América do Sul  \n",
       "8               Brasil  Real (R$)                       5.057  América do Sul  \n",
       "9               Brasil  Real (R$)                       5.057  América do Sul  \n",
       "10              Brasil  Real (R$)                       5.057  América do Sul  \n",
       "11              Brasil  Real (R$)                       5.057  América do Sul  \n",
       "12              Brasil  Real (R$)                       5.057  América do Sul  \n",
       "13              Brasil  Real (R$)                       5.057  América do Sul  \n",
       "14              Brasil  Real (R$)                       5.057  América do Sul  \n",
       "15              Brasil  Real (R$)                       5.057  América do Sul  \n",
       "16              Brasil  Real (R$)                       5.057  América do Sul  \n",
       "17              Brasil  Real (R$)                       5.057  América do Sul  \n",
       "18              Brasil  Real (R$)                       5.057  América do Sul  \n",
       "19              Brasil  Real (R$)                       5.057  América do Sul  \n",
       "20              Brasil  Real (R$)                       5.057  América do Sul  \n",
       "21              Brasil  Real (R$)                       5.057  América do Sul  \n",
       "22              Brasil  Real (R$)                       5.057  América do Sul  \n",
       "23              Brasil  Real (R$)                       5.057  América do Sul  \n",
       "24              Brasil  Real (R$)                       5.057  América do Sul  \n",
       "25              Brasil  Real (R$)                       5.057  América do Sul  \n",
       "26              Brasil  Real (R$)                       5.057  América do Sul  \n",
       "27              Brasil  Real (R$)                       5.057  América do Sul  \n",
       "28              Brasil  Real (R$)                       5.057  América do Sul  \n",
       "29              Brasil  Real (R$)                       5.057  América do Sul  \n",
       "30              Brasil  Real (R$)                       5.057  América do Sul  \n",
       "31              Brasil  Real (R$)                       5.057  América do Sul  \n",
       "32              Brasil  Real (R$)                       5.057  América do Sul  \n",
       "33              Brasil  Real (R$)                       5.057  América do Sul  \n",
       "34              Brasil  Real (R$)                       5.057  América do Sul  \n",
       "35              Brasil  Real (R$)                       5.057  América do Sul  \n",
       "36              Brasil  Real (R$)                       5.057  América do Sul  \n",
       "37              Brasil  Real (R$)                       5.057  América do Sul  \n",
       "38              Brasil  Real (R$)                       5.057  América do Sul  \n",
       "39              Brasil  Real (R$)                       5.057  América do Sul  \n",
       "40              Brasil  Real (R$)                       5.057  América do Sul  \n",
       "41              Brasil  Real (R$)                       5.057  América do Sul  \n",
       "42              Brasil  Real (R$)                       5.057  América do Sul  \n",
       "43              Brasil  Real (R$)                       5.057  América do Sul  \n",
       "44              Brasil  Real (R$)                       5.057  América do Sul  \n",
       "45              Brasil  Real (R$)                       5.057  América do Sul  \n",
       "46              Brasil  Real (R$)                       5.057  América do Sul  \n",
       "47              Brasil  Real (R$)                       5.057  América do Sul  \n",
       "48              Brasil  Real (R$)                       5.057  América do Sul  \n",
       "49              Brasil  Real (R$)                       5.057  América do Sul  "
      ]
     },
     "execution_count": 88,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dfbr"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 89,
   "id": "884c0195",
   "metadata": {},
   "outputs": [],
   "source": [
    "dfbr['Preço (USD)']=[2.43, 1.21, 7.91, 0.65, 0.69, 1.01, 1.05, 1.58, 0.93, 1.11, 1.68, 8.54, 1.94, 1.13, 1.42, 1.05, 0.65, 1.05, 1.58, 2.97, 1.78, 6.33, 27.69, 5.44, 57.35, 73.17, 41.53, 45.48, 19795.43, 1.27, 6.53, 0.79, 1.19, 43.51, 0.95, 1127.20, 1680.91, 435.06, 593.26, 197.75, 316.41, 9.65, 415.28, 20.17, 0.29, 75.15, 6.53, 2.37, 25.31, 22.54]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 90,
   "id": "26a908d0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
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       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Código</th>\n",
       "      <th>Categoria</th>\n",
       "      <th>Produto</th>\n",
       "      <th>Preço (USD)</th>\n",
       "      <th>País</th>\n",
       "      <th>Moeda</th>\n",
       "      <th>Câmbio (Moeda local/1 USD)</th>\n",
       "      <th>Continente</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>BR1</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Cerveja importada (330 ml)</td>\n",
       "      <td>2.43</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>BR2</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Cerveja nacional (0,5 litros)</td>\n",
       "      <td>1.21</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>BR3</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Garrafa de vinho (qualidade média)</td>\n",
       "      <td>7.91</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>BR4</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Água (garrafa de 1,5 litros)</td>\n",
       "      <td>0.65</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>BR5</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Alface (1 unidade)</td>\n",
       "      <td>0.69</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  Código                  Categoria                             Produto  \\\n",
       "0    BR1  Alimentos (supermercados)          Cerveja importada (330 ml)   \n",
       "1    BR2  Alimentos (supermercados)       Cerveja nacional (0,5 litros)   \n",
       "2    BR3  Alimentos (supermercados)  Garrafa de vinho (qualidade média)   \n",
       "3    BR4  Alimentos (supermercados)        Água (garrafa de 1,5 litros)   \n",
       "4    BR5  Alimentos (supermercados)                  Alface (1 unidade)   \n",
       "\n",
       "   Preço (USD)    País      Moeda  Câmbio (Moeda local/1 USD)      Continente  \n",
       "0         2.43  Brasil  Real (R$)                       5.057  América do Sul  \n",
       "1         1.21  Brasil  Real (R$)                       5.057  América do Sul  \n",
       "2         7.91  Brasil  Real (R$)                       5.057  América do Sul  \n",
       "3         0.65  Brasil  Real (R$)                       5.057  América do Sul  \n",
       "4         0.69  Brasil  Real (R$)                       5.057  América do Sul  "
      ]
     },
     "execution_count": 90,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dfbr.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b0c471d4",
   "metadata": {},
   "source": [
    "#### Cabo Verde"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 91,
   "id": "16cbb5fc",
   "metadata": {},
   "outputs": [],
   "source": [
    "dfcv=DF.copy()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 92,
   "id": "271905e1",
   "metadata": {},
   "outputs": [],
   "source": [
    "dfcv [['Código','País','Moeda','Câmbio (Moeda local/1 USD)','Continente']]='CV', 'Cabo Verde', 'Escudo Cabo-Verdiano (CVE)',100.259,'África'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "54f6b169",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "4f26c268",
   "metadata": {},
   "source": [
    "Definição da Primary Key"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 93,
   "id": "856e2f99",
   "metadata": {},
   "outputs": [],
   "source": [
    "indexcv=[]\n",
    "for i in range (1,int(DF['Código'].value_counts())+1):\n",
    "    indexcv.append(i)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 94,
   "id": "a34d87be",
   "metadata": {},
   "outputs": [],
   "source": [
    "indexcv=pd.DataFrame(indexcv)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 95,
   "id": "96a6b88b",
   "metadata": {},
   "outputs": [],
   "source": [
    "dfcv['Código']=dfcv['Código']+indexcv[0].map(str)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 96,
   "id": "6ae762ef",
   "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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       "    }\n",
       "\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Código</th>\n",
       "      <th>Categoria</th>\n",
       "      <th>Produto</th>\n",
       "      <th>Preço (USD)</th>\n",
       "      <th>País</th>\n",
       "      <th>Moeda</th>\n",
       "      <th>Câmbio (Moeda local/1 USD)</th>\n",
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       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>CV1</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Cerveja importada (330 ml)</td>\n",
       "      <td></td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>CV2</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Cerveja nacional (0,5 litros)</td>\n",
       "      <td></td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>CV3</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Garrafa de vinho (qualidade média)</td>\n",
       "      <td></td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>CV4</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Água (garrafa de 1,5 litros)</td>\n",
       "      <td></td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>CV5</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Alface (1 unidade)</td>\n",
       "      <td></td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>CV6</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Cebolas (1kg)</td>\n",
       "      <td></td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>CV7</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Batatas (1 kg)</td>\n",
       "      <td></td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>CV8</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Tomates (1 kg)</td>\n",
       "      <td></td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>CV9</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Laranjas (1 kg)</td>\n",
       "      <td></td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>CV10</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Bananas (1kg)</td>\n",
       "      <td></td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>CV11</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Maçãs (1 kg)</td>\n",
       "      <td></td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>CV12</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Queijo fresco (1 kg)</td>\n",
       "      <td></td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>CV13</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Uma dúzia de ovos</td>\n",
       "      <td></td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>CV14</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Arroz (1 kg)</td>\n",
       "      <td></td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>CV15</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Um de pão (1 kg)</td>\n",
       "      <td></td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>CV16</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Leite (1 litro)</td>\n",
       "      <td></td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>CV17</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Água (garrafa 330 ml)</td>\n",
       "      <td></td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>CV18</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Coca-Cola / Pepsi (garrafa 330 ml)</td>\n",
       "      <td></td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>CV19</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Capuccino</td>\n",
       "      <td></td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>CV20</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Cerveja importada (garrafa 330 ml)</td>\n",
       "      <td></td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>CV21</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Cerveja nacional (0,5 litros)</td>\n",
       "      <td></td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>CV22</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Menu McDonalds, Burger King ou similares</td>\n",
       "      <td></td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>CV23</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Almoço para dois em um restaurante (dois pratos principais e sobremesa)</td>\n",
       "      <td></td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>CV24</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Comida em um restaurante barato</td>\n",
       "      <td></td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>CV25</td>\n",
       "      <td>Vestuário</td>\n",
       "      <td>Sapato de couro de homem</td>\n",
       "      <td></td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>CV26</td>\n",
       "      <td>Vestuário</td>\n",
       "      <td>Ténis desportivos de marca (Níke,Adidas, Puma, etc.)</td>\n",
       "      <td></td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>CV27</td>\n",
       "      <td>Vestuário</td>\n",
       "      <td>Um vestido</td>\n",
       "      <td></td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>CV28</td>\n",
       "      <td>Vestuário</td>\n",
       "      <td>Jeans Levis 501 (ou equivalente)</td>\n",
       "      <td></td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>CV29</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Volkswagen Golf 14 de 90 kW (ou um carro novo equivalente)</td>\n",
       "      <td></td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>CV30</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Gasolina (1 litro)</td>\n",
       "      <td></td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>CV31</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>1 hora de corrida de táxi (bandeira 1)</td>\n",
       "      <td></td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>CV32</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Taxi tarifa ao km (bandeira 1)</td>\n",
       "      <td></td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>CV33</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Valor inicial (bandeira 1)</td>\n",
       "      <td></td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>CV34</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Passe de transporte público mensal</td>\n",
       "      <td></td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>CV35</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Um bilhete unitário em transporte público</td>\n",
       "      <td></td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>CV36</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Comprar casa no subúrbio (preço por m2)</td>\n",
       "      <td></td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>CV37</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Comprar casa no centro da cidade (preço por m2)</td>\n",
       "      <td></td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>CV38</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Apartamento (3 quartos) no subúrbio ou em um vilarejo</td>\n",
       "      <td></td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>CV39</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Apartamento (3 quartos) no centro da cidade</td>\n",
       "      <td></td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>CV40</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Apartamento (1 quarto) no subúrbio ou em um vilarejo</td>\n",
       "      <td></td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>CV41</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Apartamento (1 quarto) no centro da cidade</td>\n",
       "      <td></td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>CV42</td>\n",
       "      <td>Salários</td>\n",
       "      <td>Hipoteca: taxa de juros anual (%)</td>\n",
       "      <td></td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>CV43</td>\n",
       "      <td>Salários</td>\n",
       "      <td>Salário (salário mensal) médio depois de impostos (líquido)</td>\n",
       "      <td></td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>CV44</td>\n",
       "      <td>Serviços</td>\n",
       "      <td>Internet (6 Mbps, plano, a cabo / ADSL)</td>\n",
       "      <td></td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>CV45</td>\n",
       "      <td>Serviços</td>\n",
       "      <td>Preço por minuto de ligação local de telemóvel pré-pago (sem descontos ou planos)</td>\n",
       "      <td></td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>CV46</td>\n",
       "      <td>Serviços</td>\n",
       "      <td>Básicos (electricidade, gãs, água, lixo)</td>\n",
       "      <td></td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>CV47</td>\n",
       "      <td>Recreação</td>\n",
       "      <td>Filmes (entrada/ bilhete)</td>\n",
       "      <td></td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>CV48</td>\n",
       "      <td>Recreação</td>\n",
       "      <td>Maço de cigarro (Marlboro)</td>\n",
       "      <td></td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>CV49</td>\n",
       "      <td>Desporto</td>\n",
       "      <td>Aluguel de quadra de ténis (1 hora)</td>\n",
       "      <td></td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>CV50</td>\n",
       "      <td>Desporto</td>\n",
       "      <td>Ginásio (preço mensal)</td>\n",
       "      <td></td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   Código                  Categoria  \\\n",
       "0     CV1  Alimentos (supermercados)   \n",
       "1     CV2  Alimentos (supermercados)   \n",
       "2     CV3  Alimentos (supermercados)   \n",
       "3     CV4  Alimentos (supermercados)   \n",
       "4     CV5  Alimentos (supermercados)   \n",
       "5     CV6  Alimentos (supermercados)   \n",
       "6     CV7  Alimentos (supermercados)   \n",
       "7     CV8  Alimentos (supermercados)   \n",
       "8     CV9  Alimentos (supermercados)   \n",
       "9    CV10  Alimentos (supermercados)   \n",
       "10   CV11  Alimentos (supermercados)   \n",
       "11   CV12  Alimentos (supermercados)   \n",
       "12   CV13  Alimentos (supermercados)   \n",
       "13   CV14  Alimentos (supermercados)   \n",
       "14   CV15  Alimentos (supermercados)   \n",
       "15   CV16  Alimentos (supermercados)   \n",
       "16   CV17               Restaurantes   \n",
       "17   CV18               Restaurantes   \n",
       "18   CV19               Restaurantes   \n",
       "19   CV20               Restaurantes   \n",
       "20   CV21               Restaurantes   \n",
       "21   CV22               Restaurantes   \n",
       "22   CV23               Restaurantes   \n",
       "23   CV24               Restaurantes   \n",
       "24   CV25                  Vestuário   \n",
       "25   CV26                  Vestuário   \n",
       "26   CV27                  Vestuário   \n",
       "27   CV28                  Vestuário   \n",
       "28   CV29                 Transporte   \n",
       "29   CV30                 Transporte   \n",
       "30   CV31                 Transporte   \n",
       "31   CV32                 Transporte   \n",
       "32   CV33                 Transporte   \n",
       "33   CV34                 Transporte   \n",
       "34   CV35                 Transporte   \n",
       "35   CV36                  Habitação   \n",
       "36   CV37                  Habitação   \n",
       "37   CV38                  Habitação   \n",
       "38   CV39                  Habitação   \n",
       "39   CV40                  Habitação   \n",
       "40   CV41                  Habitação   \n",
       "41   CV42                   Salários   \n",
       "42   CV43                   Salários   \n",
       "43   CV44                   Serviços   \n",
       "44   CV45                   Serviços   \n",
       "45   CV46                   Serviços   \n",
       "46   CV47                  Recreação   \n",
       "47   CV48                  Recreação   \n",
       "48   CV49                   Desporto   \n",
       "49   CV50                   Desporto   \n",
       "\n",
       "                                                                              Produto  \\\n",
       "0                                                          Cerveja importada (330 ml)   \n",
       "1                                                       Cerveja nacional (0,5 litros)   \n",
       "2                                                  Garrafa de vinho (qualidade média)   \n",
       "3                                                        Água (garrafa de 1,5 litros)   \n",
       "4                                                                  Alface (1 unidade)   \n",
       "5                                                                       Cebolas (1kg)   \n",
       "6                                                                      Batatas (1 kg)   \n",
       "7                                                                      Tomates (1 kg)   \n",
       "8                                                                     Laranjas (1 kg)   \n",
       "9                                                                       Bananas (1kg)   \n",
       "10                                                                       Maçãs (1 kg)   \n",
       "11                                                               Queijo fresco (1 kg)   \n",
       "12                                                                  Uma dúzia de ovos   \n",
       "13                                                                       Arroz (1 kg)   \n",
       "14                                                                   Um de pão (1 kg)   \n",
       "15                                                                    Leite (1 litro)   \n",
       "16                                                              Água (garrafa 330 ml)   \n",
       "17                                                 Coca-Cola / Pepsi (garrafa 330 ml)   \n",
       "18                                                                          Capuccino   \n",
       "19                                                 Cerveja importada (garrafa 330 ml)   \n",
       "20                                                      Cerveja nacional (0,5 litros)   \n",
       "21                                           Menu McDonalds, Burger King ou similares   \n",
       "22            Almoço para dois em um restaurante (dois pratos principais e sobremesa)   \n",
       "23                                                    Comida em um restaurante barato   \n",
       "24                                                           Sapato de couro de homem   \n",
       "25                               Ténis desportivos de marca (Níke,Adidas, Puma, etc.)   \n",
       "26                                                                         Um vestido   \n",
       "27                                                   Jeans Levis 501 (ou equivalente)   \n",
       "28                         Volkswagen Golf 14 de 90 kW (ou um carro novo equivalente)   \n",
       "29                                                                 Gasolina (1 litro)   \n",
       "30                                             1 hora de corrida de táxi (bandeira 1)   \n",
       "31                                                     Taxi tarifa ao km (bandeira 1)   \n",
       "32                                                         Valor inicial (bandeira 1)   \n",
       "33                                                 Passe de transporte público mensal   \n",
       "34                                          Um bilhete unitário em transporte público   \n",
       "35                                            Comprar casa no subúrbio (preço por m2)   \n",
       "36                                    Comprar casa no centro da cidade (preço por m2)   \n",
       "37                              Apartamento (3 quartos) no subúrbio ou em um vilarejo   \n",
       "38                                        Apartamento (3 quartos) no centro da cidade   \n",
       "39                               Apartamento (1 quarto) no subúrbio ou em um vilarejo   \n",
       "40                                         Apartamento (1 quarto) no centro da cidade   \n",
       "41                                                  Hipoteca: taxa de juros anual (%)   \n",
       "42                        Salário (salário mensal) médio depois de impostos (líquido)   \n",
       "43                                            Internet (6 Mbps, plano, a cabo / ADSL)   \n",
       "44  Preço por minuto de ligação local de telemóvel pré-pago (sem descontos ou planos)   \n",
       "45                                           Básicos (electricidade, gãs, água, lixo)   \n",
       "46                                                          Filmes (entrada/ bilhete)   \n",
       "47                                                         Maço de cigarro (Marlboro)   \n",
       "48                                                Aluguel de quadra de ténis (1 hora)   \n",
       "49                                                             Ginásio (preço mensal)   \n",
       "\n",
       "   Preço (USD)        País                       Moeda  \\\n",
       "0               Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "1               Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "2               Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "3               Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "4               Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "5               Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "6               Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "7               Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "8               Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "9               Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "10              Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "11              Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "12              Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "13              Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "14              Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "15              Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "16              Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "17              Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "18              Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "19              Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "20              Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "21              Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "22              Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "23              Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "24              Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "25              Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "26              Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "27              Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "28              Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "29              Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "30              Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "31              Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "32              Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "33              Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "34              Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "35              Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "36              Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "37              Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "38              Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "39              Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "40              Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "41              Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "42              Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "43              Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "44              Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "45              Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "46              Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "47              Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "48              Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "49              Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "\n",
       "    Câmbio (Moeda local/1 USD) Continente  \n",
       "0                      100.259     África  \n",
       "1                      100.259     África  \n",
       "2                      100.259     África  \n",
       "3                      100.259     África  \n",
       "4                      100.259     África  \n",
       "5                      100.259     África  \n",
       "6                      100.259     África  \n",
       "7                      100.259     África  \n",
       "8                      100.259     África  \n",
       "9                      100.259     África  \n",
       "10                     100.259     África  \n",
       "11                     100.259     África  \n",
       "12                     100.259     África  \n",
       "13                     100.259     África  \n",
       "14                     100.259     África  \n",
       "15                     100.259     África  \n",
       "16                     100.259     África  \n",
       "17                     100.259     África  \n",
       "18                     100.259     África  \n",
       "19                     100.259     África  \n",
       "20                     100.259     África  \n",
       "21                     100.259     África  \n",
       "22                     100.259     África  \n",
       "23                     100.259     África  \n",
       "24                     100.259     África  \n",
       "25                     100.259     África  \n",
       "26                     100.259     África  \n",
       "27                     100.259     África  \n",
       "28                     100.259     África  \n",
       "29                     100.259     África  \n",
       "30                     100.259     África  \n",
       "31                     100.259     África  \n",
       "32                     100.259     África  \n",
       "33                     100.259     África  \n",
       "34                     100.259     África  \n",
       "35                     100.259     África  \n",
       "36                     100.259     África  \n",
       "37                     100.259     África  \n",
       "38                     100.259     África  \n",
       "39                     100.259     África  \n",
       "40                     100.259     África  \n",
       "41                     100.259     África  \n",
       "42                     100.259     África  \n",
       "43                     100.259     África  \n",
       "44                     100.259     África  \n",
       "45                     100.259     África  \n",
       "46                     100.259     África  \n",
       "47                     100.259     África  \n",
       "48                     100.259     África  \n",
       "49                     100.259     África  "
      ]
     },
     "execution_count": 96,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dfcv"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 97,
   "id": "0a6e1236",
   "metadata": {},
   "outputs": [],
   "source": [
    "dfcv['Preço (USD)']=[1.51,1.86,6.38,0.83,1.54,1.61,1.41,3.39,2.39,2.09,2.49,5.98,2.39,1.33,1.42,1.00,0.86,1.26,1.29,1.65,2.99,5.49,40.89,4.69,147.62,78.80,29.92,29.92,26612.03,1.50,9.87,1.73,1.48,20.95,0.88,681.23, 929.59,296.23,431.88,173.55,293.24,16.33,285.26,56.85,0.34,82.79,5.88,4.39,4.89, 31.92]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 98,
   "id": "b170db7b",
   "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",
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       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Código</th>\n",
       "      <th>Categoria</th>\n",
       "      <th>Produto</th>\n",
       "      <th>Preço (USD)</th>\n",
       "      <th>País</th>\n",
       "      <th>Moeda</th>\n",
       "      <th>Câmbio (Moeda local/1 USD)</th>\n",
       "      <th>Continente</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>CV1</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Cerveja importada (330 ml)</td>\n",
       "      <td>1.51</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>CV2</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Cerveja nacional (0,5 litros)</td>\n",
       "      <td>1.86</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>CV3</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Garrafa de vinho (qualidade média)</td>\n",
       "      <td>6.38</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>CV4</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Água (garrafa de 1,5 litros)</td>\n",
       "      <td>0.83</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>CV5</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Alface (1 unidade)</td>\n",
       "      <td>1.54</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  Código                  Categoria                             Produto  \\\n",
       "0    CV1  Alimentos (supermercados)          Cerveja importada (330 ml)   \n",
       "1    CV2  Alimentos (supermercados)       Cerveja nacional (0,5 litros)   \n",
       "2    CV3  Alimentos (supermercados)  Garrafa de vinho (qualidade média)   \n",
       "3    CV4  Alimentos (supermercados)        Água (garrafa de 1,5 litros)   \n",
       "4    CV5  Alimentos (supermercados)                  Alface (1 unidade)   \n",
       "\n",
       "   Preço (USD)        País                       Moeda  \\\n",
       "0         1.51  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "1         1.86  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "2         6.38  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "3         0.83  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "4         1.54  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "\n",
       "   Câmbio (Moeda local/1 USD) Continente  \n",
       "0                     100.259     África  \n",
       "1                     100.259     África  \n",
       "2                     100.259     África  \n",
       "3                     100.259     África  \n",
       "4                     100.259     África  "
      ]
     },
     "execution_count": 98,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dfcv.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d9ef5213",
   "metadata": {},
   "source": [
    "#### Moçambique"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 99,
   "id": "1b6b4ce4",
   "metadata": {},
   "outputs": [],
   "source": [
    "dfmz=DF.copy()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 100,
   "id": "f0bb75ca",
   "metadata": {},
   "outputs": [],
   "source": [
    "dfmz [['Código','País','Moeda','Câmbio (Moeda local/1 USD)','Continente']]='MZ', 'Moçambique', 'Metical (MZN)',63.25,'África'"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "23175c46",
   "metadata": {},
   "source": [
    "Definição da Primary Key"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 101,
   "id": "62999864",
   "metadata": {},
   "outputs": [],
   "source": [
    "indexmz=[]\n",
    "for i in range (1, int(DF['Código'].value_counts())+1):\n",
    "    indexmz.append(i)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 102,
   "id": "ae1d30e2",
   "metadata": {},
   "outputs": [],
   "source": [
    "indexmz=pd.DataFrame(indexmz)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 103,
   "id": "af9aedb6",
   "metadata": {},
   "outputs": [],
   "source": [
    "dfmz['Código']=dfmz['Código']+indexmz[0].map(str)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 104,
   "id": "3757d6dc",
   "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>Código</th>\n",
       "      <th>Categoria</th>\n",
       "      <th>Produto</th>\n",
       "      <th>Preço (USD)</th>\n",
       "      <th>País</th>\n",
       "      <th>Moeda</th>\n",
       "      <th>Câmbio (Moeda local/1 USD)</th>\n",
       "      <th>Continente</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MZ1</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Cerveja importada (330 ml)</td>\n",
       "      <td></td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MZ2</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Cerveja nacional (0,5 litros)</td>\n",
       "      <td></td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MZ3</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Garrafa de vinho (qualidade média)</td>\n",
       "      <td></td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>MZ4</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Água (garrafa de 1,5 litros)</td>\n",
       "      <td></td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>MZ5</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Alface (1 unidade)</td>\n",
       "      <td></td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>MZ6</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Cebolas (1kg)</td>\n",
       "      <td></td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>MZ7</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Batatas (1 kg)</td>\n",
       "      <td></td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>MZ8</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Tomates (1 kg)</td>\n",
       "      <td></td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>MZ9</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Laranjas (1 kg)</td>\n",
       "      <td></td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>MZ10</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Bananas (1kg)</td>\n",
       "      <td></td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>MZ11</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Maçãs (1 kg)</td>\n",
       "      <td></td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>MZ12</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Queijo fresco (1 kg)</td>\n",
       "      <td></td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>MZ13</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Uma dúzia de ovos</td>\n",
       "      <td></td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>MZ14</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Arroz (1 kg)</td>\n",
       "      <td></td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>MZ15</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Um de pão (1 kg)</td>\n",
       "      <td></td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>MZ16</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Leite (1 litro)</td>\n",
       "      <td></td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>MZ17</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Água (garrafa 330 ml)</td>\n",
       "      <td></td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>MZ18</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Coca-Cola / Pepsi (garrafa 330 ml)</td>\n",
       "      <td></td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>MZ19</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Capuccino</td>\n",
       "      <td></td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>MZ20</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Cerveja importada (garrafa 330 ml)</td>\n",
       "      <td></td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>MZ21</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Cerveja nacional (0,5 litros)</td>\n",
       "      <td></td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>MZ22</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Menu McDonalds, Burger King ou similares</td>\n",
       "      <td></td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>MZ23</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Almoço para dois em um restaurante (dois pratos principais e sobremesa)</td>\n",
       "      <td></td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>MZ24</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Comida em um restaurante barato</td>\n",
       "      <td></td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>MZ25</td>\n",
       "      <td>Vestuário</td>\n",
       "      <td>Sapato de couro de homem</td>\n",
       "      <td></td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>MZ26</td>\n",
       "      <td>Vestuário</td>\n",
       "      <td>Ténis desportivos de marca (Níke,Adidas, Puma, etc.)</td>\n",
       "      <td></td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>MZ27</td>\n",
       "      <td>Vestuário</td>\n",
       "      <td>Um vestido</td>\n",
       "      <td></td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>MZ28</td>\n",
       "      <td>Vestuário</td>\n",
       "      <td>Jeans Levis 501 (ou equivalente)</td>\n",
       "      <td></td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>MZ29</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Volkswagen Golf 14 de 90 kW (ou um carro novo equivalente)</td>\n",
       "      <td></td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>MZ30</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Gasolina (1 litro)</td>\n",
       "      <td></td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>MZ31</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>1 hora de corrida de táxi (bandeira 1)</td>\n",
       "      <td></td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>MZ32</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Taxi tarifa ao km (bandeira 1)</td>\n",
       "      <td></td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>MZ33</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Valor inicial (bandeira 1)</td>\n",
       "      <td></td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>MZ34</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Passe de transporte público mensal</td>\n",
       "      <td></td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>MZ35</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Um bilhete unitário em transporte público</td>\n",
       "      <td></td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>MZ36</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Comprar casa no subúrbio (preço por m2)</td>\n",
       "      <td></td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>MZ37</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Comprar casa no centro da cidade (preço por m2)</td>\n",
       "      <td></td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>MZ38</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Apartamento (3 quartos) no subúrbio ou em um vilarejo</td>\n",
       "      <td></td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>MZ39</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Apartamento (3 quartos) no centro da cidade</td>\n",
       "      <td></td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>MZ40</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Apartamento (1 quarto) no subúrbio ou em um vilarejo</td>\n",
       "      <td></td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>MZ41</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Apartamento (1 quarto) no centro da cidade</td>\n",
       "      <td></td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>MZ42</td>\n",
       "      <td>Salários</td>\n",
       "      <td>Hipoteca: taxa de juros anual (%)</td>\n",
       "      <td></td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>MZ43</td>\n",
       "      <td>Salários</td>\n",
       "      <td>Salário (salário mensal) médio depois de impostos (líquido)</td>\n",
       "      <td></td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>MZ44</td>\n",
       "      <td>Serviços</td>\n",
       "      <td>Internet (6 Mbps, plano, a cabo / ADSL)</td>\n",
       "      <td></td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>MZ45</td>\n",
       "      <td>Serviços</td>\n",
       "      <td>Preço por minuto de ligação local de telemóvel pré-pago (sem descontos ou planos)</td>\n",
       "      <td></td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>MZ46</td>\n",
       "      <td>Serviços</td>\n",
       "      <td>Básicos (electricidade, gãs, água, lixo)</td>\n",
       "      <td></td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>MZ47</td>\n",
       "      <td>Recreação</td>\n",
       "      <td>Filmes (entrada/ bilhete)</td>\n",
       "      <td></td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>MZ48</td>\n",
       "      <td>Recreação</td>\n",
       "      <td>Maço de cigarro (Marlboro)</td>\n",
       "      <td></td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>MZ49</td>\n",
       "      <td>Desporto</td>\n",
       "      <td>Aluguel de quadra de ténis (1 hora)</td>\n",
       "      <td></td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>MZ50</td>\n",
       "      <td>Desporto</td>\n",
       "      <td>Ginásio (preço mensal)</td>\n",
       "      <td></td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   Código                  Categoria  \\\n",
       "0     MZ1  Alimentos (supermercados)   \n",
       "1     MZ2  Alimentos (supermercados)   \n",
       "2     MZ3  Alimentos (supermercados)   \n",
       "3     MZ4  Alimentos (supermercados)   \n",
       "4     MZ5  Alimentos (supermercados)   \n",
       "5     MZ6  Alimentos (supermercados)   \n",
       "6     MZ7  Alimentos (supermercados)   \n",
       "7     MZ8  Alimentos (supermercados)   \n",
       "8     MZ9  Alimentos (supermercados)   \n",
       "9    MZ10  Alimentos (supermercados)   \n",
       "10   MZ11  Alimentos (supermercados)   \n",
       "11   MZ12  Alimentos (supermercados)   \n",
       "12   MZ13  Alimentos (supermercados)   \n",
       "13   MZ14  Alimentos (supermercados)   \n",
       "14   MZ15  Alimentos (supermercados)   \n",
       "15   MZ16  Alimentos (supermercados)   \n",
       "16   MZ17               Restaurantes   \n",
       "17   MZ18               Restaurantes   \n",
       "18   MZ19               Restaurantes   \n",
       "19   MZ20               Restaurantes   \n",
       "20   MZ21               Restaurantes   \n",
       "21   MZ22               Restaurantes   \n",
       "22   MZ23               Restaurantes   \n",
       "23   MZ24               Restaurantes   \n",
       "24   MZ25                  Vestuário   \n",
       "25   MZ26                  Vestuário   \n",
       "26   MZ27                  Vestuário   \n",
       "27   MZ28                  Vestuário   \n",
       "28   MZ29                 Transporte   \n",
       "29   MZ30                 Transporte   \n",
       "30   MZ31                 Transporte   \n",
       "31   MZ32                 Transporte   \n",
       "32   MZ33                 Transporte   \n",
       "33   MZ34                 Transporte   \n",
       "34   MZ35                 Transporte   \n",
       "35   MZ36                  Habitação   \n",
       "36   MZ37                  Habitação   \n",
       "37   MZ38                  Habitação   \n",
       "38   MZ39                  Habitação   \n",
       "39   MZ40                  Habitação   \n",
       "40   MZ41                  Habitação   \n",
       "41   MZ42                   Salários   \n",
       "42   MZ43                   Salários   \n",
       "43   MZ44                   Serviços   \n",
       "44   MZ45                   Serviços   \n",
       "45   MZ46                   Serviços   \n",
       "46   MZ47                  Recreação   \n",
       "47   MZ48                  Recreação   \n",
       "48   MZ49                   Desporto   \n",
       "49   MZ50                   Desporto   \n",
       "\n",
       "                                                                              Produto  \\\n",
       "0                                                          Cerveja importada (330 ml)   \n",
       "1                                                       Cerveja nacional (0,5 litros)   \n",
       "2                                                  Garrafa de vinho (qualidade média)   \n",
       "3                                                        Água (garrafa de 1,5 litros)   \n",
       "4                                                                  Alface (1 unidade)   \n",
       "5                                                                       Cebolas (1kg)   \n",
       "6                                                                      Batatas (1 kg)   \n",
       "7                                                                      Tomates (1 kg)   \n",
       "8                                                                     Laranjas (1 kg)   \n",
       "9                                                                       Bananas (1kg)   \n",
       "10                                                                       Maçãs (1 kg)   \n",
       "11                                                               Queijo fresco (1 kg)   \n",
       "12                                                                  Uma dúzia de ovos   \n",
       "13                                                                       Arroz (1 kg)   \n",
       "14                                                                   Um de pão (1 kg)   \n",
       "15                                                                    Leite (1 litro)   \n",
       "16                                                              Água (garrafa 330 ml)   \n",
       "17                                                 Coca-Cola / Pepsi (garrafa 330 ml)   \n",
       "18                                                                          Capuccino   \n",
       "19                                                 Cerveja importada (garrafa 330 ml)   \n",
       "20                                                      Cerveja nacional (0,5 litros)   \n",
       "21                                           Menu McDonalds, Burger King ou similares   \n",
       "22            Almoço para dois em um restaurante (dois pratos principais e sobremesa)   \n",
       "23                                                    Comida em um restaurante barato   \n",
       "24                                                           Sapato de couro de homem   \n",
       "25                               Ténis desportivos de marca (Níke,Adidas, Puma, etc.)   \n",
       "26                                                                         Um vestido   \n",
       "27                                                   Jeans Levis 501 (ou equivalente)   \n",
       "28                         Volkswagen Golf 14 de 90 kW (ou um carro novo equivalente)   \n",
       "29                                                                 Gasolina (1 litro)   \n",
       "30                                             1 hora de corrida de táxi (bandeira 1)   \n",
       "31                                                     Taxi tarifa ao km (bandeira 1)   \n",
       "32                                                         Valor inicial (bandeira 1)   \n",
       "33                                                 Passe de transporte público mensal   \n",
       "34                                          Um bilhete unitário em transporte público   \n",
       "35                                            Comprar casa no subúrbio (preço por m2)   \n",
       "36                                    Comprar casa no centro da cidade (preço por m2)   \n",
       "37                              Apartamento (3 quartos) no subúrbio ou em um vilarejo   \n",
       "38                                        Apartamento (3 quartos) no centro da cidade   \n",
       "39                               Apartamento (1 quarto) no subúrbio ou em um vilarejo   \n",
       "40                                         Apartamento (1 quarto) no centro da cidade   \n",
       "41                                                  Hipoteca: taxa de juros anual (%)   \n",
       "42                        Salário (salário mensal) médio depois de impostos (líquido)   \n",
       "43                                            Internet (6 Mbps, plano, a cabo / ADSL)   \n",
       "44  Preço por minuto de ligação local de telemóvel pré-pago (sem descontos ou planos)   \n",
       "45                                           Básicos (electricidade, gãs, água, lixo)   \n",
       "46                                                          Filmes (entrada/ bilhete)   \n",
       "47                                                         Maço de cigarro (Marlboro)   \n",
       "48                                                Aluguel de quadra de ténis (1 hora)   \n",
       "49                                                             Ginásio (preço mensal)   \n",
       "\n",
       "   Preço (USD)        País          Moeda  Câmbio (Moeda local/1 USD)  \\\n",
       "0               Moçambique  Metical (MZN)                       63.25   \n",
       "1               Moçambique  Metical (MZN)                       63.25   \n",
       "2               Moçambique  Metical (MZN)                       63.25   \n",
       "3               Moçambique  Metical (MZN)                       63.25   \n",
       "4               Moçambique  Metical (MZN)                       63.25   \n",
       "5               Moçambique  Metical (MZN)                       63.25   \n",
       "6               Moçambique  Metical (MZN)                       63.25   \n",
       "7               Moçambique  Metical (MZN)                       63.25   \n",
       "8               Moçambique  Metical (MZN)                       63.25   \n",
       "9               Moçambique  Metical (MZN)                       63.25   \n",
       "10              Moçambique  Metical (MZN)                       63.25   \n",
       "11              Moçambique  Metical (MZN)                       63.25   \n",
       "12              Moçambique  Metical (MZN)                       63.25   \n",
       "13              Moçambique  Metical (MZN)                       63.25   \n",
       "14              Moçambique  Metical (MZN)                       63.25   \n",
       "15              Moçambique  Metical (MZN)                       63.25   \n",
       "16              Moçambique  Metical (MZN)                       63.25   \n",
       "17              Moçambique  Metical (MZN)                       63.25   \n",
       "18              Moçambique  Metical (MZN)                       63.25   \n",
       "19              Moçambique  Metical (MZN)                       63.25   \n",
       "20              Moçambique  Metical (MZN)                       63.25   \n",
       "21              Moçambique  Metical (MZN)                       63.25   \n",
       "22              Moçambique  Metical (MZN)                       63.25   \n",
       "23              Moçambique  Metical (MZN)                       63.25   \n",
       "24              Moçambique  Metical (MZN)                       63.25   \n",
       "25              Moçambique  Metical (MZN)                       63.25   \n",
       "26              Moçambique  Metical (MZN)                       63.25   \n",
       "27              Moçambique  Metical (MZN)                       63.25   \n",
       "28              Moçambique  Metical (MZN)                       63.25   \n",
       "29              Moçambique  Metical (MZN)                       63.25   \n",
       "30              Moçambique  Metical (MZN)                       63.25   \n",
       "31              Moçambique  Metical (MZN)                       63.25   \n",
       "32              Moçambique  Metical (MZN)                       63.25   \n",
       "33              Moçambique  Metical (MZN)                       63.25   \n",
       "34              Moçambique  Metical (MZN)                       63.25   \n",
       "35              Moçambique  Metical (MZN)                       63.25   \n",
       "36              Moçambique  Metical (MZN)                       63.25   \n",
       "37              Moçambique  Metical (MZN)                       63.25   \n",
       "38              Moçambique  Metical (MZN)                       63.25   \n",
       "39              Moçambique  Metical (MZN)                       63.25   \n",
       "40              Moçambique  Metical (MZN)                       63.25   \n",
       "41              Moçambique  Metical (MZN)                       63.25   \n",
       "42              Moçambique  Metical (MZN)                       63.25   \n",
       "43              Moçambique  Metical (MZN)                       63.25   \n",
       "44              Moçambique  Metical (MZN)                       63.25   \n",
       "45              Moçambique  Metical (MZN)                       63.25   \n",
       "46              Moçambique  Metical (MZN)                       63.25   \n",
       "47              Moçambique  Metical (MZN)                       63.25   \n",
       "48              Moçambique  Metical (MZN)                       63.25   \n",
       "49              Moçambique  Metical (MZN)                       63.25   \n",
       "\n",
       "   Continente  \n",
       "0      África  \n",
       "1      África  \n",
       "2      África  \n",
       "3      África  \n",
       "4      África  \n",
       "5      África  \n",
       "6      África  \n",
       "7      África  \n",
       "8      África  \n",
       "9      África  \n",
       "10     África  \n",
       "11     África  \n",
       "12     África  \n",
       "13     África  \n",
       "14     África  \n",
       "15     África  \n",
       "16     África  \n",
       "17     África  \n",
       "18     África  \n",
       "19     África  \n",
       "20     África  \n",
       "21     África  \n",
       "22     África  \n",
       "23     África  \n",
       "24     África  \n",
       "25     África  \n",
       "26     África  \n",
       "27     África  \n",
       "28     África  \n",
       "29     África  \n",
       "30     África  \n",
       "31     África  \n",
       "32     África  \n",
       "33     África  \n",
       "34     África  \n",
       "35     África  \n",
       "36     África  \n",
       "37     África  \n",
       "38     África  \n",
       "39     África  \n",
       "40     África  \n",
       "41     África  \n",
       "42     África  \n",
       "43     África  \n",
       "44     África  \n",
       "45     África  \n",
       "46     África  \n",
       "47     África  \n",
       "48     África  \n",
       "49     África  "
      ]
     },
     "execution_count": 104,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dfmz"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 105,
   "id": "710d1408",
   "metadata": {},
   "outputs": [],
   "source": [
    "dfmz['Preço (USD)']=[1.82, 1.03, 14.07, 0.78, 0.76, 1.17, 0.82, 1.57, 1.41, 0.89, 1.93, 17.39, 1.99, 1.25, 1.11, 1.55, 0.69, 1.03, 1.80, 1.57, 0.93, 3.95, 55.34, 10.91, 96.44, 66.40, 69.56, 23.30, 32894.66, 1.19, 23.30, 3.95, 3.48, 13.12, 0.26, 1932.00, 3248.99, 1163.63, 1783.39, 260.87, 926.48, \n",
    "25.86, 219.76, 118.58, 0.06, 77.475, 6.32, 2.36, 26.88, 58.50]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 106,
   "id": "cd85df35",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
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       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Código</th>\n",
       "      <th>Categoria</th>\n",
       "      <th>Produto</th>\n",
       "      <th>Preço (USD)</th>\n",
       "      <th>País</th>\n",
       "      <th>Moeda</th>\n",
       "      <th>Câmbio (Moeda local/1 USD)</th>\n",
       "      <th>Continente</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MZ1</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Cerveja importada (330 ml)</td>\n",
       "      <td>1.82</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MZ2</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Cerveja nacional (0,5 litros)</td>\n",
       "      <td>1.03</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MZ3</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Garrafa de vinho (qualidade média)</td>\n",
       "      <td>14.07</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>MZ4</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Água (garrafa de 1,5 litros)</td>\n",
       "      <td>0.78</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>MZ5</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Alface (1 unidade)</td>\n",
       "      <td>0.76</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.25</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  Código                  Categoria                             Produto  \\\n",
       "0    MZ1  Alimentos (supermercados)          Cerveja importada (330 ml)   \n",
       "1    MZ2  Alimentos (supermercados)       Cerveja nacional (0,5 litros)   \n",
       "2    MZ3  Alimentos (supermercados)  Garrafa de vinho (qualidade média)   \n",
       "3    MZ4  Alimentos (supermercados)        Água (garrafa de 1,5 litros)   \n",
       "4    MZ5  Alimentos (supermercados)                  Alface (1 unidade)   \n",
       "\n",
       "   Preço (USD)        País          Moeda  Câmbio (Moeda local/1 USD)  \\\n",
       "0         1.82  Moçambique  Metical (MZN)                       63.25   \n",
       "1         1.03  Moçambique  Metical (MZN)                       63.25   \n",
       "2        14.07  Moçambique  Metical (MZN)                       63.25   \n",
       "3         0.78  Moçambique  Metical (MZN)                       63.25   \n",
       "4         0.76  Moçambique  Metical (MZN)                       63.25   \n",
       "\n",
       "  Continente  \n",
       "0     África  \n",
       "1     África  \n",
       "2     África  \n",
       "3     África  \n",
       "4     África  "
      ]
     },
     "execution_count": 106,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dfmz.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d18bfb23",
   "metadata": {},
   "source": [
    "#### Portugal"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 107,
   "id": "d2c3aaff",
   "metadata": {},
   "outputs": [],
   "source": [
    "dfpt=DF.copy()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 108,
   "id": "641021a2",
   "metadata": {},
   "outputs": [],
   "source": [
    "dfpt [['Código','País','Moeda','Câmbio (Moeda local/1 USD)','Continente']]='PT', 'Portugal', 'Euro (€)',0.909,'Europa'"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6188b6a6",
   "metadata": {},
   "source": [
    "Definição da Primary Key"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 109,
   "id": "2a10dd55",
   "metadata": {},
   "outputs": [],
   "source": [
    "indexpt=[]\n",
    "for i in range (1,int(DF['Código'].value_counts())+1):\n",
    "    indexpt.append(i)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 110,
   "id": "df62a6f7",
   "metadata": {},
   "outputs": [],
   "source": [
    "indexpt=pd.DataFrame(indexpt)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 111,
   "id": "7654a72e",
   "metadata": {},
   "outputs": [],
   "source": [
    "dfpt['Código']=dfpt['Código']+indexpt[0].map(str)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 112,
   "id": "3e985043",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "\n",
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       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Código</th>\n",
       "      <th>Categoria</th>\n",
       "      <th>Produto</th>\n",
       "      <th>Preço (USD)</th>\n",
       "      <th>País</th>\n",
       "      <th>Moeda</th>\n",
       "      <th>Câmbio (Moeda local/1 USD)</th>\n",
       "      <th>Continente</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>PT1</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Cerveja importada (330 ml)</td>\n",
       "      <td></td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>PT2</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Cerveja nacional (0,5 litros)</td>\n",
       "      <td></td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>PT3</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Garrafa de vinho (qualidade média)</td>\n",
       "      <td></td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>PT4</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Água (garrafa de 1,5 litros)</td>\n",
       "      <td></td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>PT5</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Alface (1 unidade)</td>\n",
       "      <td></td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>PT6</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Cebolas (1kg)</td>\n",
       "      <td></td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>PT7</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Batatas (1 kg)</td>\n",
       "      <td></td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>PT8</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Tomates (1 kg)</td>\n",
       "      <td></td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>PT9</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Laranjas (1 kg)</td>\n",
       "      <td></td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>PT10</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Bananas (1kg)</td>\n",
       "      <td></td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>PT11</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Maçãs (1 kg)</td>\n",
       "      <td></td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>PT12</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Queijo fresco (1 kg)</td>\n",
       "      <td></td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>PT13</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Uma dúzia de ovos</td>\n",
       "      <td></td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>PT14</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Arroz (1 kg)</td>\n",
       "      <td></td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>PT15</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Um de pão (1 kg)</td>\n",
       "      <td></td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>PT16</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Leite (1 litro)</td>\n",
       "      <td></td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>PT17</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Água (garrafa 330 ml)</td>\n",
       "      <td></td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>PT18</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Coca-Cola / Pepsi (garrafa 330 ml)</td>\n",
       "      <td></td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>PT19</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Capuccino</td>\n",
       "      <td></td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>PT20</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Cerveja importada (garrafa 330 ml)</td>\n",
       "      <td></td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>PT21</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Cerveja nacional (0,5 litros)</td>\n",
       "      <td></td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>PT22</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Menu McDonalds, Burger King ou similares</td>\n",
       "      <td></td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>PT23</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Almoço para dois em um restaurante (dois pratos principais e sobremesa)</td>\n",
       "      <td></td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>PT24</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Comida em um restaurante barato</td>\n",
       "      <td></td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>PT25</td>\n",
       "      <td>Vestuário</td>\n",
       "      <td>Sapato de couro de homem</td>\n",
       "      <td></td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>PT26</td>\n",
       "      <td>Vestuário</td>\n",
       "      <td>Ténis desportivos de marca (Níke,Adidas, Puma, etc.)</td>\n",
       "      <td></td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>PT27</td>\n",
       "      <td>Vestuário</td>\n",
       "      <td>Um vestido</td>\n",
       "      <td></td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>PT28</td>\n",
       "      <td>Vestuário</td>\n",
       "      <td>Jeans Levis 501 (ou equivalente)</td>\n",
       "      <td></td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>PT29</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Volkswagen Golf 14 de 90 kW (ou um carro novo equivalente)</td>\n",
       "      <td></td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>PT30</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Gasolina (1 litro)</td>\n",
       "      <td></td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>PT31</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>1 hora de corrida de táxi (bandeira 1)</td>\n",
       "      <td></td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>PT32</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Taxi tarifa ao km (bandeira 1)</td>\n",
       "      <td></td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>PT33</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Valor inicial (bandeira 1)</td>\n",
       "      <td></td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>PT34</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Passe de transporte público mensal</td>\n",
       "      <td></td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>PT35</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Um bilhete unitário em transporte público</td>\n",
       "      <td></td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>PT36</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Comprar casa no subúrbio (preço por m2)</td>\n",
       "      <td></td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>PT37</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Comprar casa no centro da cidade (preço por m2)</td>\n",
       "      <td></td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>PT38</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Apartamento (3 quartos) no subúrbio ou em um vilarejo</td>\n",
       "      <td></td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>PT39</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Apartamento (3 quartos) no centro da cidade</td>\n",
       "      <td></td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>PT40</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Apartamento (1 quarto) no subúrbio ou em um vilarejo</td>\n",
       "      <td></td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>PT41</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Apartamento (1 quarto) no centro da cidade</td>\n",
       "      <td></td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>PT42</td>\n",
       "      <td>Salários</td>\n",
       "      <td>Hipoteca: taxa de juros anual (%)</td>\n",
       "      <td></td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>PT43</td>\n",
       "      <td>Salários</td>\n",
       "      <td>Salário (salário mensal) médio depois de impostos (líquido)</td>\n",
       "      <td></td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>PT44</td>\n",
       "      <td>Serviços</td>\n",
       "      <td>Internet (6 Mbps, plano, a cabo / ADSL)</td>\n",
       "      <td></td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>PT45</td>\n",
       "      <td>Serviços</td>\n",
       "      <td>Preço por minuto de ligação local de telemóvel pré-pago (sem descontos ou planos)</td>\n",
       "      <td></td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>PT46</td>\n",
       "      <td>Serviços</td>\n",
       "      <td>Básicos (electricidade, gãs, água, lixo)</td>\n",
       "      <td></td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>PT47</td>\n",
       "      <td>Recreação</td>\n",
       "      <td>Filmes (entrada/ bilhete)</td>\n",
       "      <td></td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>PT48</td>\n",
       "      <td>Recreação</td>\n",
       "      <td>Maço de cigarro (Marlboro)</td>\n",
       "      <td></td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>PT49</td>\n",
       "      <td>Desporto</td>\n",
       "      <td>Aluguel de quadra de ténis (1 hora)</td>\n",
       "      <td></td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>PT50</td>\n",
       "      <td>Desporto</td>\n",
       "      <td>Ginásio (preço mensal)</td>\n",
       "      <td></td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   Código                  Categoria  \\\n",
       "0     PT1  Alimentos (supermercados)   \n",
       "1     PT2  Alimentos (supermercados)   \n",
       "2     PT3  Alimentos (supermercados)   \n",
       "3     PT4  Alimentos (supermercados)   \n",
       "4     PT5  Alimentos (supermercados)   \n",
       "5     PT6  Alimentos (supermercados)   \n",
       "6     PT7  Alimentos (supermercados)   \n",
       "7     PT8  Alimentos (supermercados)   \n",
       "8     PT9  Alimentos (supermercados)   \n",
       "9    PT10  Alimentos (supermercados)   \n",
       "10   PT11  Alimentos (supermercados)   \n",
       "11   PT12  Alimentos (supermercados)   \n",
       "12   PT13  Alimentos (supermercados)   \n",
       "13   PT14  Alimentos (supermercados)   \n",
       "14   PT15  Alimentos (supermercados)   \n",
       "15   PT16  Alimentos (supermercados)   \n",
       "16   PT17               Restaurantes   \n",
       "17   PT18               Restaurantes   \n",
       "18   PT19               Restaurantes   \n",
       "19   PT20               Restaurantes   \n",
       "20   PT21               Restaurantes   \n",
       "21   PT22               Restaurantes   \n",
       "22   PT23               Restaurantes   \n",
       "23   PT24               Restaurantes   \n",
       "24   PT25                  Vestuário   \n",
       "25   PT26                  Vestuário   \n",
       "26   PT27                  Vestuário   \n",
       "27   PT28                  Vestuário   \n",
       "28   PT29                 Transporte   \n",
       "29   PT30                 Transporte   \n",
       "30   PT31                 Transporte   \n",
       "31   PT32                 Transporte   \n",
       "32   PT33                 Transporte   \n",
       "33   PT34                 Transporte   \n",
       "34   PT35                 Transporte   \n",
       "35   PT36                  Habitação   \n",
       "36   PT37                  Habitação   \n",
       "37   PT38                  Habitação   \n",
       "38   PT39                  Habitação   \n",
       "39   PT40                  Habitação   \n",
       "40   PT41                  Habitação   \n",
       "41   PT42                   Salários   \n",
       "42   PT43                   Salários   \n",
       "43   PT44                   Serviços   \n",
       "44   PT45                   Serviços   \n",
       "45   PT46                   Serviços   \n",
       "46   PT47                  Recreação   \n",
       "47   PT48                  Recreação   \n",
       "48   PT49                   Desporto   \n",
       "49   PT50                   Desporto   \n",
       "\n",
       "                                                                              Produto  \\\n",
       "0                                                          Cerveja importada (330 ml)   \n",
       "1                                                       Cerveja nacional (0,5 litros)   \n",
       "2                                                  Garrafa de vinho (qualidade média)   \n",
       "3                                                        Água (garrafa de 1,5 litros)   \n",
       "4                                                                  Alface (1 unidade)   \n",
       "5                                                                       Cebolas (1kg)   \n",
       "6                                                                      Batatas (1 kg)   \n",
       "7                                                                      Tomates (1 kg)   \n",
       "8                                                                     Laranjas (1 kg)   \n",
       "9                                                                       Bananas (1kg)   \n",
       "10                                                                       Maçãs (1 kg)   \n",
       "11                                                               Queijo fresco (1 kg)   \n",
       "12                                                                  Uma dúzia de ovos   \n",
       "13                                                                       Arroz (1 kg)   \n",
       "14                                                                   Um de pão (1 kg)   \n",
       "15                                                                    Leite (1 litro)   \n",
       "16                                                              Água (garrafa 330 ml)   \n",
       "17                                                 Coca-Cola / Pepsi (garrafa 330 ml)   \n",
       "18                                                                          Capuccino   \n",
       "19                                                 Cerveja importada (garrafa 330 ml)   \n",
       "20                                                      Cerveja nacional (0,5 litros)   \n",
       "21                                           Menu McDonalds, Burger King ou similares   \n",
       "22            Almoço para dois em um restaurante (dois pratos principais e sobremesa)   \n",
       "23                                                    Comida em um restaurante barato   \n",
       "24                                                           Sapato de couro de homem   \n",
       "25                               Ténis desportivos de marca (Níke,Adidas, Puma, etc.)   \n",
       "26                                                                         Um vestido   \n",
       "27                                                   Jeans Levis 501 (ou equivalente)   \n",
       "28                         Volkswagen Golf 14 de 90 kW (ou um carro novo equivalente)   \n",
       "29                                                                 Gasolina (1 litro)   \n",
       "30                                             1 hora de corrida de táxi (bandeira 1)   \n",
       "31                                                     Taxi tarifa ao km (bandeira 1)   \n",
       "32                                                         Valor inicial (bandeira 1)   \n",
       "33                                                 Passe de transporte público mensal   \n",
       "34                                          Um bilhete unitário em transporte público   \n",
       "35                                            Comprar casa no subúrbio (preço por m2)   \n",
       "36                                    Comprar casa no centro da cidade (preço por m2)   \n",
       "37                              Apartamento (3 quartos) no subúrbio ou em um vilarejo   \n",
       "38                                        Apartamento (3 quartos) no centro da cidade   \n",
       "39                               Apartamento (1 quarto) no subúrbio ou em um vilarejo   \n",
       "40                                         Apartamento (1 quarto) no centro da cidade   \n",
       "41                                                  Hipoteca: taxa de juros anual (%)   \n",
       "42                        Salário (salário mensal) médio depois de impostos (líquido)   \n",
       "43                                            Internet (6 Mbps, plano, a cabo / ADSL)   \n",
       "44  Preço por minuto de ligação local de telemóvel pré-pago (sem descontos ou planos)   \n",
       "45                                           Básicos (electricidade, gãs, água, lixo)   \n",
       "46                                                          Filmes (entrada/ bilhete)   \n",
       "47                                                         Maço de cigarro (Marlboro)   \n",
       "48                                                Aluguel de quadra de ténis (1 hora)   \n",
       "49                                                             Ginásio (preço mensal)   \n",
       "\n",
       "   Preço (USD)      País     Moeda  Câmbio (Moeda local/1 USD) Continente  \n",
       "0               Portugal  Euro (€)                       0.909     Europa  \n",
       "1               Portugal  Euro (€)                       0.909     Europa  \n",
       "2               Portugal  Euro (€)                       0.909     Europa  \n",
       "3               Portugal  Euro (€)                       0.909     Europa  \n",
       "4               Portugal  Euro (€)                       0.909     Europa  \n",
       "5               Portugal  Euro (€)                       0.909     Europa  \n",
       "6               Portugal  Euro (€)                       0.909     Europa  \n",
       "7               Portugal  Euro (€)                       0.909     Europa  \n",
       "8               Portugal  Euro (€)                       0.909     Europa  \n",
       "9               Portugal  Euro (€)                       0.909     Europa  \n",
       "10              Portugal  Euro (€)                       0.909     Europa  \n",
       "11              Portugal  Euro (€)                       0.909     Europa  \n",
       "12              Portugal  Euro (€)                       0.909     Europa  \n",
       "13              Portugal  Euro (€)                       0.909     Europa  \n",
       "14              Portugal  Euro (€)                       0.909     Europa  \n",
       "15              Portugal  Euro (€)                       0.909     Europa  \n",
       "16              Portugal  Euro (€)                       0.909     Europa  \n",
       "17              Portugal  Euro (€)                       0.909     Europa  \n",
       "18              Portugal  Euro (€)                       0.909     Europa  \n",
       "19              Portugal  Euro (€)                       0.909     Europa  \n",
       "20              Portugal  Euro (€)                       0.909     Europa  \n",
       "21              Portugal  Euro (€)                       0.909     Europa  \n",
       "22              Portugal  Euro (€)                       0.909     Europa  \n",
       "23              Portugal  Euro (€)                       0.909     Europa  \n",
       "24              Portugal  Euro (€)                       0.909     Europa  \n",
       "25              Portugal  Euro (€)                       0.909     Europa  \n",
       "26              Portugal  Euro (€)                       0.909     Europa  \n",
       "27              Portugal  Euro (€)                       0.909     Europa  \n",
       "28              Portugal  Euro (€)                       0.909     Europa  \n",
       "29              Portugal  Euro (€)                       0.909     Europa  \n",
       "30              Portugal  Euro (€)                       0.909     Europa  \n",
       "31              Portugal  Euro (€)                       0.909     Europa  \n",
       "32              Portugal  Euro (€)                       0.909     Europa  \n",
       "33              Portugal  Euro (€)                       0.909     Europa  \n",
       "34              Portugal  Euro (€)                       0.909     Europa  \n",
       "35              Portugal  Euro (€)                       0.909     Europa  \n",
       "36              Portugal  Euro (€)                       0.909     Europa  \n",
       "37              Portugal  Euro (€)                       0.909     Europa  \n",
       "38              Portugal  Euro (€)                       0.909     Europa  \n",
       "39              Portugal  Euro (€)                       0.909     Europa  \n",
       "40              Portugal  Euro (€)                       0.909     Europa  \n",
       "41              Portugal  Euro (€)                       0.909     Europa  \n",
       "42              Portugal  Euro (€)                       0.909     Europa  \n",
       "43              Portugal  Euro (€)                       0.909     Europa  \n",
       "44              Portugal  Euro (€)                       0.909     Europa  \n",
       "45              Portugal  Euro (€)                       0.909     Europa  \n",
       "46              Portugal  Euro (€)                       0.909     Europa  \n",
       "47              Portugal  Euro (€)                       0.909     Europa  \n",
       "48              Portugal  Euro (€)                       0.909     Europa  \n",
       "49              Portugal  Euro (€)                       0.909     Europa  "
      ]
     },
     "execution_count": 112,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dfpt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 113,
   "id": "e310de4c",
   "metadata": {},
   "outputs": [],
   "source": [
    "dfpt['Preço (USD)']=[2.05, 1.20, 4.40, 0.64, 1.20, 1.33, 1.20, 1.95, 1.50, 1.30, 1.89, 8.80, 2.52, 1.23, 1.34, 0.88, 1.13, 1.57, 1.62, 2.31, 2.20, 7.70, 43.98, 9.90, 86.87, 73.67, 33.32, 81.37, 29689.77, 2.09, 16.49, 0.88, 3.85, 43.98, 1.87, 2199.24, 3188.90, 1055.64, 1429.51, 648.78, 846.71, 2.25, 1088.63, 38.49, 0.16, 123.16, 7.70, 5.61, 12.76, 37.94]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 114,
   "id": "8ae69c5d",
   "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>Código</th>\n",
       "      <th>Categoria</th>\n",
       "      <th>Produto</th>\n",
       "      <th>Preço (USD)</th>\n",
       "      <th>País</th>\n",
       "      <th>Moeda</th>\n",
       "      <th>Câmbio (Moeda local/1 USD)</th>\n",
       "      <th>Continente</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>PT1</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Cerveja importada (330 ml)</td>\n",
       "      <td>2.05</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>PT2</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Cerveja nacional (0,5 litros)</td>\n",
       "      <td>1.20</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>PT3</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Garrafa de vinho (qualidade média)</td>\n",
       "      <td>4.40</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>PT4</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Água (garrafa de 1,5 litros)</td>\n",
       "      <td>0.64</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>PT5</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Alface (1 unidade)</td>\n",
       "      <td>1.20</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  Código                  Categoria                             Produto  \\\n",
       "0    PT1  Alimentos (supermercados)          Cerveja importada (330 ml)   \n",
       "1    PT2  Alimentos (supermercados)       Cerveja nacional (0,5 litros)   \n",
       "2    PT3  Alimentos (supermercados)  Garrafa de vinho (qualidade média)   \n",
       "3    PT4  Alimentos (supermercados)        Água (garrafa de 1,5 litros)   \n",
       "4    PT5  Alimentos (supermercados)                  Alface (1 unidade)   \n",
       "\n",
       "   Preço (USD)      País     Moeda  Câmbio (Moeda local/1 USD) Continente  \n",
       "0         2.05  Portugal  Euro (€)                       0.909     Europa  \n",
       "1         1.20  Portugal  Euro (€)                       0.909     Europa  \n",
       "2         4.40  Portugal  Euro (€)                       0.909     Europa  \n",
       "3         0.64  Portugal  Euro (€)                       0.909     Europa  \n",
       "4         1.20  Portugal  Euro (€)                       0.909     Europa  "
      ]
     },
     "execution_count": 114,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dfpt.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bb679803",
   "metadata": {},
   "source": [
    "A guardar os dataframes como diferentes folhas de uma planilha excel"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 115,
   "id": "efb02280",
   "metadata": {},
   "outputs": [],
   "source": [
    "with pd.ExcelWriter (\"C:/Users/domingosdeeularia/Documents/notyourbusiness/CodingAndAnalytics/Projects/custodevida_cplp2023/CPLP_Comparativo_2023.xlsx\") as planilha:\n",
    "    dfao.to_excel(planilha, sheet_name='Angola', index=False)\n",
    "    dfbr.to_excel(planilha, sheet_name='Brasil', index=False)\n",
    "    dfcv.to_excel(planilha, sheet_name='Cabo Verde', index=False)\n",
    "    dfmz.to_excel(planilha, sheet_name='Moçambique', index=False)\n",
    "    dfpt.to_excel(planilha, sheet_name='Portugal', index=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 116,
   "id": "47575dc8",
   "metadata": {},
   "outputs": [],
   "source": [
    "#junção dos dataframes\n",
    "cplp=pd.concat([dfao,dfbr,dfcv,dfmz,dfpt],ignore_index=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 117,
   "id": "695b00e4",
   "metadata": {},
   "outputs": [],
   "source": [
    "#Configuração para legibilidade de todas as linhas\n",
    "pd.set_option('display.max_rows', None)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 118,
   "id": "f51cb9f0",
   "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>Código</th>\n",
       "      <th>Categoria</th>\n",
       "      <th>Produto</th>\n",
       "      <th>Preço (USD)</th>\n",
       "      <th>País</th>\n",
       "      <th>Moeda</th>\n",
       "      <th>Câmbio (Moeda local/1 USD)</th>\n",
       "      <th>Continente</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>AO1</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Cerveja importada (330 ml)</td>\n",
       "      <td>0.870</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>AO2</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Cerveja nacional (0,5 litros)</td>\n",
       "      <td>0.690</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>AO3</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Garrafa de vinho (qualidade média)</td>\n",
       "      <td>9.060</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>AO4</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Água (garrafa de 1,5 litros)</td>\n",
       "      <td>0.550</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>AO5</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Alface (1 unidade)</td>\n",
       "      <td>1.120</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>AO6</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Cebolas (1kg)</td>\n",
       "      <td>1.710</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>AO7</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Batatas (1 kg)</td>\n",
       "      <td>1.660</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>AO8</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Tomates (1 kg)</td>\n",
       "      <td>1.950</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>AO9</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Laranjas (1 kg)</td>\n",
       "      <td>4.330</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>AO10</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Bananas (1kg)</td>\n",
       "      <td>0.830</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>AO11</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Maçãs (1 kg)</td>\n",
       "      <td>2.960</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>AO12</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Queijo fresco (1 kg)</td>\n",
       "      <td>10.640</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>AO13</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Uma dúzia de ovos</td>\n",
       "      <td>2.760</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>AO14</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Arroz (1 kg)</td>\n",
       "      <td>0.890</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>AO15</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Um de pão (1 kg)</td>\n",
       "      <td>1.660</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>AO16</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Leite (1 litro)</td>\n",
       "      <td>1.750</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>AO17</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Água (garrafa 330 ml)</td>\n",
       "      <td>1.160</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>AO18</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Coca-Cola / Pepsi (garrafa 330 ml)</td>\n",
       "      <td>1.770</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>AO19</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Capuccino</td>\n",
       "      <td>3.740</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>AO20</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Cerveja importada (garrafa 330 ml)</td>\n",
       "      <td>1.280</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>AO21</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Cerveja nacional (0,5 litros)</td>\n",
       "      <td>1.950</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>AO22</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Menu McDonalds, Burger King ou similares</td>\n",
       "      <td>8.470</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>AO23</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Almoço para dois em um restaurante (dois pratos principais e sobremesa)</td>\n",
       "      <td>60.490</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>AO24</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Comida em um restaurante barato</td>\n",
       "      <td>7.880</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>AO25</td>\n",
       "      <td>Vestuário</td>\n",
       "      <td>Sapato de couro de homem</td>\n",
       "      <td>238.220</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>AO26</td>\n",
       "      <td>Vestuário</td>\n",
       "      <td>Ténis desportivos de marca (Níke,Adidas, Puma, etc.)</td>\n",
       "      <td>252.810</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>AO27</td>\n",
       "      <td>Vestuário</td>\n",
       "      <td>Um vestido</td>\n",
       "      <td>150.340</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>AO28</td>\n",
       "      <td>Vestuário</td>\n",
       "      <td>Jeans Levis 501 (ou equivalente)</td>\n",
       "      <td>95.960</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>AO29</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Volkswagen Golf 14 de 90 kW (ou um carro novo equivalente)</td>\n",
       "      <td>20938.950</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>AO30</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Gasolina (1 litro)</td>\n",
       "      <td>0.350</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>AO31</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>1 hora de corrida de táxi (bandeira 1)</td>\n",
       "      <td>8.080</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>AO32</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Taxi tarifa ao km (bandeira 1)</td>\n",
       "      <td>1.670</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>AO33</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Valor inicial (bandeira 1)</td>\n",
       "      <td>1.670</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>AO34</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Passe de transporte público mensal</td>\n",
       "      <td>31.720</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>AO35</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Um bilhete unitário em transporte público</td>\n",
       "      <td>0.350</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>AO36</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Comprar casa no subúrbio (preço por m2)</td>\n",
       "      <td>4067.360</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>AO37</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Comprar casa no centro da cidade (preço por m2)</td>\n",
       "      <td>5136.510</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>AO38</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Apartamento (3 quartos) no subúrbio ou em um vilarejo</td>\n",
       "      <td>1306.790</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>AO39</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Apartamento (3 quartos) no centro da cidade</td>\n",
       "      <td>6881.130</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>AO40</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Apartamento (1 quarto) no subúrbio ou em um vilarejo</td>\n",
       "      <td>80.790</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>AO41</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Apartamento (1 quarto) no centro da cidade</td>\n",
       "      <td>346.800</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>AO42</td>\n",
       "      <td>Salários</td>\n",
       "      <td>Hipoteca: taxa de juros anual (%)</td>\n",
       "      <td>25.000</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>AO43</td>\n",
       "      <td>Salários</td>\n",
       "      <td>Salário (salário mensal) médio depois de impostos (líquido)</td>\n",
       "      <td>3276.620</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>AO44</td>\n",
       "      <td>Serviços</td>\n",
       "      <td>Internet (6 Mbps, plano, a cabo / ADSL)</td>\n",
       "      <td>186.400</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>AO45</td>\n",
       "      <td>Serviços</td>\n",
       "      <td>Preço por minuto de ligação local de telemóvel pré-pago (sem descontos ou planos)</td>\n",
       "      <td>0.130</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>AO46</td>\n",
       "      <td>Serviços</td>\n",
       "      <td>Básicos (electricidade, gãs, água, lixo)</td>\n",
       "      <td>78.030</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>AO47</td>\n",
       "      <td>Recreação</td>\n",
       "      <td>Filmes (entrada/ bilhete)</td>\n",
       "      <td>5.520</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>AO48</td>\n",
       "      <td>Recreação</td>\n",
       "      <td>Maço de cigarro (Marlboro)</td>\n",
       "      <td>2.360</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>AO49</td>\n",
       "      <td>Desporto</td>\n",
       "      <td>Aluguel de quadra de ténis (1 hora)</td>\n",
       "      <td>16.750</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>AO50</td>\n",
       "      <td>Desporto</td>\n",
       "      <td>Ginásio (preço mensal)</td>\n",
       "      <td>40.000</td>\n",
       "      <td>Angola</td>\n",
       "      <td>Kwanza (AOA)</td>\n",
       "      <td>507.504</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>BR1</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Cerveja importada (330 ml)</td>\n",
       "      <td>2.430</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>BR2</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Cerveja nacional (0,5 litros)</td>\n",
       "      <td>1.210</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>BR3</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Garrafa de vinho (qualidade média)</td>\n",
       "      <td>7.910</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>BR4</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Água (garrafa de 1,5 litros)</td>\n",
       "      <td>0.650</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>BR5</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Alface (1 unidade)</td>\n",
       "      <td>0.690</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>BR6</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Cebolas (1kg)</td>\n",
       "      <td>1.010</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>BR7</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Batatas (1 kg)</td>\n",
       "      <td>1.050</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>BR8</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Tomates (1 kg)</td>\n",
       "      <td>1.580</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>BR9</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Laranjas (1 kg)</td>\n",
       "      <td>0.930</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>BR10</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Bananas (1kg)</td>\n",
       "      <td>1.110</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>BR11</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Maçãs (1 kg)</td>\n",
       "      <td>1.680</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>BR12</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Queijo fresco (1 kg)</td>\n",
       "      <td>8.540</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>BR13</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Uma dúzia de ovos</td>\n",
       "      <td>1.940</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>BR14</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Arroz (1 kg)</td>\n",
       "      <td>1.130</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>BR15</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Um de pão (1 kg)</td>\n",
       "      <td>1.420</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>BR16</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Leite (1 litro)</td>\n",
       "      <td>1.050</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>BR17</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Água (garrafa 330 ml)</td>\n",
       "      <td>0.650</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>BR18</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Coca-Cola / Pepsi (garrafa 330 ml)</td>\n",
       "      <td>1.050</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>BR19</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Capuccino</td>\n",
       "      <td>1.580</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>BR20</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Cerveja importada (garrafa 330 ml)</td>\n",
       "      <td>2.970</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>BR21</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Cerveja nacional (0,5 litros)</td>\n",
       "      <td>1.780</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>BR22</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Menu McDonalds, Burger King ou similares</td>\n",
       "      <td>6.330</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>BR23</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Almoço para dois em um restaurante (dois pratos principais e sobremesa)</td>\n",
       "      <td>27.690</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>BR24</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Comida em um restaurante barato</td>\n",
       "      <td>5.440</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>BR25</td>\n",
       "      <td>Vestuário</td>\n",
       "      <td>Sapato de couro de homem</td>\n",
       "      <td>57.350</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>BR26</td>\n",
       "      <td>Vestuário</td>\n",
       "      <td>Ténis desportivos de marca (Níke,Adidas, Puma, etc.)</td>\n",
       "      <td>73.170</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>BR27</td>\n",
       "      <td>Vestuário</td>\n",
       "      <td>Um vestido</td>\n",
       "      <td>41.530</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>BR28</td>\n",
       "      <td>Vestuário</td>\n",
       "      <td>Jeans Levis 501 (ou equivalente)</td>\n",
       "      <td>45.480</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>BR29</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Volkswagen Golf 14 de 90 kW (ou um carro novo equivalente)</td>\n",
       "      <td>19795.430</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>BR30</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Gasolina (1 litro)</td>\n",
       "      <td>1.270</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>BR31</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>1 hora de corrida de táxi (bandeira 1)</td>\n",
       "      <td>6.530</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>BR32</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Taxi tarifa ao km (bandeira 1)</td>\n",
       "      <td>0.790</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>BR33</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Valor inicial (bandeira 1)</td>\n",
       "      <td>1.190</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>BR34</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Passe de transporte público mensal</td>\n",
       "      <td>43.510</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>BR35</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Um bilhete unitário em transporte público</td>\n",
       "      <td>0.950</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>BR36</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Comprar casa no subúrbio (preço por m2)</td>\n",
       "      <td>1127.200</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>BR37</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Comprar casa no centro da cidade (preço por m2)</td>\n",
       "      <td>1680.910</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>BR38</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Apartamento (3 quartos) no subúrbio ou em um vilarejo</td>\n",
       "      <td>435.060</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>BR39</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Apartamento (3 quartos) no centro da cidade</td>\n",
       "      <td>593.260</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>BR40</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Apartamento (1 quarto) no subúrbio ou em um vilarejo</td>\n",
       "      <td>197.750</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>BR41</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Apartamento (1 quarto) no centro da cidade</td>\n",
       "      <td>316.410</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>BR42</td>\n",
       "      <td>Salários</td>\n",
       "      <td>Hipoteca: taxa de juros anual (%)</td>\n",
       "      <td>9.650</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>BR43</td>\n",
       "      <td>Salários</td>\n",
       "      <td>Salário (salário mensal) médio depois de impostos (líquido)</td>\n",
       "      <td>415.280</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>BR44</td>\n",
       "      <td>Serviços</td>\n",
       "      <td>Internet (6 Mbps, plano, a cabo / ADSL)</td>\n",
       "      <td>20.170</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>BR45</td>\n",
       "      <td>Serviços</td>\n",
       "      <td>Preço por minuto de ligação local de telemóvel pré-pago (sem descontos ou planos)</td>\n",
       "      <td>0.290</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>BR46</td>\n",
       "      <td>Serviços</td>\n",
       "      <td>Básicos (electricidade, gãs, água, lixo)</td>\n",
       "      <td>75.150</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>BR47</td>\n",
       "      <td>Recreação</td>\n",
       "      <td>Filmes (entrada/ bilhete)</td>\n",
       "      <td>6.530</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>BR48</td>\n",
       "      <td>Recreação</td>\n",
       "      <td>Maço de cigarro (Marlboro)</td>\n",
       "      <td>2.370</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td>BR49</td>\n",
       "      <td>Desporto</td>\n",
       "      <td>Aluguel de quadra de ténis (1 hora)</td>\n",
       "      <td>25.310</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>BR50</td>\n",
       "      <td>Desporto</td>\n",
       "      <td>Ginásio (preço mensal)</td>\n",
       "      <td>22.540</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>Real (R$)</td>\n",
       "      <td>5.057</td>\n",
       "      <td>América do Sul</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>100</th>\n",
       "      <td>CV1</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Cerveja importada (330 ml)</td>\n",
       "      <td>1.510</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td>CV2</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Cerveja nacional (0,5 litros)</td>\n",
       "      <td>1.860</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>102</th>\n",
       "      <td>CV3</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Garrafa de vinho (qualidade média)</td>\n",
       "      <td>6.380</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>103</th>\n",
       "      <td>CV4</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Água (garrafa de 1,5 litros)</td>\n",
       "      <td>0.830</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>104</th>\n",
       "      <td>CV5</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Alface (1 unidade)</td>\n",
       "      <td>1.540</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>105</th>\n",
       "      <td>CV6</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Cebolas (1kg)</td>\n",
       "      <td>1.610</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>106</th>\n",
       "      <td>CV7</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Batatas (1 kg)</td>\n",
       "      <td>1.410</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>107</th>\n",
       "      <td>CV8</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Tomates (1 kg)</td>\n",
       "      <td>3.390</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>108</th>\n",
       "      <td>CV9</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Laranjas (1 kg)</td>\n",
       "      <td>2.390</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>109</th>\n",
       "      <td>CV10</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Bananas (1kg)</td>\n",
       "      <td>2.090</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>110</th>\n",
       "      <td>CV11</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Maçãs (1 kg)</td>\n",
       "      <td>2.490</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>111</th>\n",
       "      <td>CV12</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Queijo fresco (1 kg)</td>\n",
       "      <td>5.980</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>112</th>\n",
       "      <td>CV13</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Uma dúzia de ovos</td>\n",
       "      <td>2.390</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>113</th>\n",
       "      <td>CV14</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Arroz (1 kg)</td>\n",
       "      <td>1.330</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>114</th>\n",
       "      <td>CV15</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Um de pão (1 kg)</td>\n",
       "      <td>1.420</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>115</th>\n",
       "      <td>CV16</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Leite (1 litro)</td>\n",
       "      <td>1.000</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>116</th>\n",
       "      <td>CV17</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Água (garrafa 330 ml)</td>\n",
       "      <td>0.860</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>117</th>\n",
       "      <td>CV18</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Coca-Cola / Pepsi (garrafa 330 ml)</td>\n",
       "      <td>1.260</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>118</th>\n",
       "      <td>CV19</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Capuccino</td>\n",
       "      <td>1.290</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>119</th>\n",
       "      <td>CV20</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Cerveja importada (garrafa 330 ml)</td>\n",
       "      <td>1.650</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>120</th>\n",
       "      <td>CV21</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Cerveja nacional (0,5 litros)</td>\n",
       "      <td>2.990</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>121</th>\n",
       "      <td>CV22</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Menu McDonalds, Burger King ou similares</td>\n",
       "      <td>5.490</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>122</th>\n",
       "      <td>CV23</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Almoço para dois em um restaurante (dois pratos principais e sobremesa)</td>\n",
       "      <td>40.890</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>123</th>\n",
       "      <td>CV24</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Comida em um restaurante barato</td>\n",
       "      <td>4.690</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>124</th>\n",
       "      <td>CV25</td>\n",
       "      <td>Vestuário</td>\n",
       "      <td>Sapato de couro de homem</td>\n",
       "      <td>147.620</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125</th>\n",
       "      <td>CV26</td>\n",
       "      <td>Vestuário</td>\n",
       "      <td>Ténis desportivos de marca (Níke,Adidas, Puma, etc.)</td>\n",
       "      <td>78.800</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>126</th>\n",
       "      <td>CV27</td>\n",
       "      <td>Vestuário</td>\n",
       "      <td>Um vestido</td>\n",
       "      <td>29.920</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>127</th>\n",
       "      <td>CV28</td>\n",
       "      <td>Vestuário</td>\n",
       "      <td>Jeans Levis 501 (ou equivalente)</td>\n",
       "      <td>29.920</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>128</th>\n",
       "      <td>CV29</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Volkswagen Golf 14 de 90 kW (ou um carro novo equivalente)</td>\n",
       "      <td>26612.030</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129</th>\n",
       "      <td>CV30</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Gasolina (1 litro)</td>\n",
       "      <td>1.500</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>130</th>\n",
       "      <td>CV31</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>1 hora de corrida de táxi (bandeira 1)</td>\n",
       "      <td>9.870</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>131</th>\n",
       "      <td>CV32</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Taxi tarifa ao km (bandeira 1)</td>\n",
       "      <td>1.730</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>132</th>\n",
       "      <td>CV33</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Valor inicial (bandeira 1)</td>\n",
       "      <td>1.480</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>133</th>\n",
       "      <td>CV34</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Passe de transporte público mensal</td>\n",
       "      <td>20.950</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>134</th>\n",
       "      <td>CV35</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Um bilhete unitário em transporte público</td>\n",
       "      <td>0.880</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>135</th>\n",
       "      <td>CV36</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Comprar casa no subúrbio (preço por m2)</td>\n",
       "      <td>681.230</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>136</th>\n",
       "      <td>CV37</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Comprar casa no centro da cidade (preço por m2)</td>\n",
       "      <td>929.590</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137</th>\n",
       "      <td>CV38</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Apartamento (3 quartos) no subúrbio ou em um vilarejo</td>\n",
       "      <td>296.230</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>138</th>\n",
       "      <td>CV39</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Apartamento (3 quartos) no centro da cidade</td>\n",
       "      <td>431.880</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>139</th>\n",
       "      <td>CV40</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Apartamento (1 quarto) no subúrbio ou em um vilarejo</td>\n",
       "      <td>173.550</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>140</th>\n",
       "      <td>CV41</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Apartamento (1 quarto) no centro da cidade</td>\n",
       "      <td>293.240</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>141</th>\n",
       "      <td>CV42</td>\n",
       "      <td>Salários</td>\n",
       "      <td>Hipoteca: taxa de juros anual (%)</td>\n",
       "      <td>16.330</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>142</th>\n",
       "      <td>CV43</td>\n",
       "      <td>Salários</td>\n",
       "      <td>Salário (salário mensal) médio depois de impostos (líquido)</td>\n",
       "      <td>285.260</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>143</th>\n",
       "      <td>CV44</td>\n",
       "      <td>Serviços</td>\n",
       "      <td>Internet (6 Mbps, plano, a cabo / ADSL)</td>\n",
       "      <td>56.850</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>144</th>\n",
       "      <td>CV45</td>\n",
       "      <td>Serviços</td>\n",
       "      <td>Preço por minuto de ligação local de telemóvel pré-pago (sem descontos ou planos)</td>\n",
       "      <td>0.340</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>145</th>\n",
       "      <td>CV46</td>\n",
       "      <td>Serviços</td>\n",
       "      <td>Básicos (electricidade, gãs, água, lixo)</td>\n",
       "      <td>82.790</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>146</th>\n",
       "      <td>CV47</td>\n",
       "      <td>Recreação</td>\n",
       "      <td>Filmes (entrada/ bilhete)</td>\n",
       "      <td>5.880</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>147</th>\n",
       "      <td>CV48</td>\n",
       "      <td>Recreação</td>\n",
       "      <td>Maço de cigarro (Marlboro)</td>\n",
       "      <td>4.390</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>148</th>\n",
       "      <td>CV49</td>\n",
       "      <td>Desporto</td>\n",
       "      <td>Aluguel de quadra de ténis (1 hora)</td>\n",
       "      <td>4.890</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149</th>\n",
       "      <td>CV50</td>\n",
       "      <td>Desporto</td>\n",
       "      <td>Ginásio (preço mensal)</td>\n",
       "      <td>31.920</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>Escudo Cabo-Verdiano (CVE)</td>\n",
       "      <td>100.259</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>150</th>\n",
       "      <td>MZ1</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Cerveja importada (330 ml)</td>\n",
       "      <td>1.820</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.250</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>151</th>\n",
       "      <td>MZ2</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Cerveja nacional (0,5 litros)</td>\n",
       "      <td>1.030</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.250</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>152</th>\n",
       "      <td>MZ3</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Garrafa de vinho (qualidade média)</td>\n",
       "      <td>14.070</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.250</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>153</th>\n",
       "      <td>MZ4</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Água (garrafa de 1,5 litros)</td>\n",
       "      <td>0.780</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.250</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>154</th>\n",
       "      <td>MZ5</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Alface (1 unidade)</td>\n",
       "      <td>0.760</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.250</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>155</th>\n",
       "      <td>MZ6</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Cebolas (1kg)</td>\n",
       "      <td>1.170</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.250</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>156</th>\n",
       "      <td>MZ7</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Batatas (1 kg)</td>\n",
       "      <td>0.820</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.250</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>157</th>\n",
       "      <td>MZ8</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Tomates (1 kg)</td>\n",
       "      <td>1.570</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.250</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>158</th>\n",
       "      <td>MZ9</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Laranjas (1 kg)</td>\n",
       "      <td>1.410</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.250</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>159</th>\n",
       "      <td>MZ10</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Bananas (1kg)</td>\n",
       "      <td>0.890</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.250</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>160</th>\n",
       "      <td>MZ11</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Maçãs (1 kg)</td>\n",
       "      <td>1.930</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.250</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>161</th>\n",
       "      <td>MZ12</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Queijo fresco (1 kg)</td>\n",
       "      <td>17.390</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.250</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>162</th>\n",
       "      <td>MZ13</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Uma dúzia de ovos</td>\n",
       "      <td>1.990</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.250</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>163</th>\n",
       "      <td>MZ14</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Arroz (1 kg)</td>\n",
       "      <td>1.250</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.250</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>164</th>\n",
       "      <td>MZ15</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Um de pão (1 kg)</td>\n",
       "      <td>1.110</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.250</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>165</th>\n",
       "      <td>MZ16</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Leite (1 litro)</td>\n",
       "      <td>1.550</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.250</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>166</th>\n",
       "      <td>MZ17</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Água (garrafa 330 ml)</td>\n",
       "      <td>0.690</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.250</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>167</th>\n",
       "      <td>MZ18</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Coca-Cola / Pepsi (garrafa 330 ml)</td>\n",
       "      <td>1.030</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.250</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>168</th>\n",
       "      <td>MZ19</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Capuccino</td>\n",
       "      <td>1.800</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.250</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>169</th>\n",
       "      <td>MZ20</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Cerveja importada (garrafa 330 ml)</td>\n",
       "      <td>1.570</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.250</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>170</th>\n",
       "      <td>MZ21</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Cerveja nacional (0,5 litros)</td>\n",
       "      <td>0.930</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.250</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>171</th>\n",
       "      <td>MZ22</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Menu McDonalds, Burger King ou similares</td>\n",
       "      <td>3.950</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.250</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>172</th>\n",
       "      <td>MZ23</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Almoço para dois em um restaurante (dois pratos principais e sobremesa)</td>\n",
       "      <td>55.340</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.250</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>173</th>\n",
       "      <td>MZ24</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Comida em um restaurante barato</td>\n",
       "      <td>10.910</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.250</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>174</th>\n",
       "      <td>MZ25</td>\n",
       "      <td>Vestuário</td>\n",
       "      <td>Sapato de couro de homem</td>\n",
       "      <td>96.440</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.250</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>175</th>\n",
       "      <td>MZ26</td>\n",
       "      <td>Vestuário</td>\n",
       "      <td>Ténis desportivos de marca (Níke,Adidas, Puma, etc.)</td>\n",
       "      <td>66.400</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.250</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>176</th>\n",
       "      <td>MZ27</td>\n",
       "      <td>Vestuário</td>\n",
       "      <td>Um vestido</td>\n",
       "      <td>69.560</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.250</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>177</th>\n",
       "      <td>MZ28</td>\n",
       "      <td>Vestuário</td>\n",
       "      <td>Jeans Levis 501 (ou equivalente)</td>\n",
       "      <td>23.300</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.250</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>178</th>\n",
       "      <td>MZ29</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Volkswagen Golf 14 de 90 kW (ou um carro novo equivalente)</td>\n",
       "      <td>32894.660</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.250</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>179</th>\n",
       "      <td>MZ30</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Gasolina (1 litro)</td>\n",
       "      <td>1.190</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.250</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>180</th>\n",
       "      <td>MZ31</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>1 hora de corrida de táxi (bandeira 1)</td>\n",
       "      <td>23.300</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.250</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>181</th>\n",
       "      <td>MZ32</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Taxi tarifa ao km (bandeira 1)</td>\n",
       "      <td>3.950</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.250</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>182</th>\n",
       "      <td>MZ33</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Valor inicial (bandeira 1)</td>\n",
       "      <td>3.480</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.250</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>183</th>\n",
       "      <td>MZ34</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Passe de transporte público mensal</td>\n",
       "      <td>13.120</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.250</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>184</th>\n",
       "      <td>MZ35</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Um bilhete unitário em transporte público</td>\n",
       "      <td>0.260</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.250</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>185</th>\n",
       "      <td>MZ36</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Comprar casa no subúrbio (preço por m2)</td>\n",
       "      <td>1932.000</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.250</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>186</th>\n",
       "      <td>MZ37</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Comprar casa no centro da cidade (preço por m2)</td>\n",
       "      <td>3248.990</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.250</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>187</th>\n",
       "      <td>MZ38</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Apartamento (3 quartos) no subúrbio ou em um vilarejo</td>\n",
       "      <td>1163.630</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.250</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>188</th>\n",
       "      <td>MZ39</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Apartamento (3 quartos) no centro da cidade</td>\n",
       "      <td>1783.390</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.250</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>189</th>\n",
       "      <td>MZ40</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Apartamento (1 quarto) no subúrbio ou em um vilarejo</td>\n",
       "      <td>260.870</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.250</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>190</th>\n",
       "      <td>MZ41</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Apartamento (1 quarto) no centro da cidade</td>\n",
       "      <td>926.480</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.250</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>191</th>\n",
       "      <td>MZ42</td>\n",
       "      <td>Salários</td>\n",
       "      <td>Hipoteca: taxa de juros anual (%)</td>\n",
       "      <td>25.860</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.250</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>192</th>\n",
       "      <td>MZ43</td>\n",
       "      <td>Salários</td>\n",
       "      <td>Salário (salário mensal) médio depois de impostos (líquido)</td>\n",
       "      <td>219.760</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.250</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>193</th>\n",
       "      <td>MZ44</td>\n",
       "      <td>Serviços</td>\n",
       "      <td>Internet (6 Mbps, plano, a cabo / ADSL)</td>\n",
       "      <td>118.580</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.250</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>194</th>\n",
       "      <td>MZ45</td>\n",
       "      <td>Serviços</td>\n",
       "      <td>Preço por minuto de ligação local de telemóvel pré-pago (sem descontos ou planos)</td>\n",
       "      <td>0.060</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.250</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>195</th>\n",
       "      <td>MZ46</td>\n",
       "      <td>Serviços</td>\n",
       "      <td>Básicos (electricidade, gãs, água, lixo)</td>\n",
       "      <td>77.475</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.250</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>196</th>\n",
       "      <td>MZ47</td>\n",
       "      <td>Recreação</td>\n",
       "      <td>Filmes (entrada/ bilhete)</td>\n",
       "      <td>6.320</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.250</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>197</th>\n",
       "      <td>MZ48</td>\n",
       "      <td>Recreação</td>\n",
       "      <td>Maço de cigarro (Marlboro)</td>\n",
       "      <td>2.360</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.250</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>198</th>\n",
       "      <td>MZ49</td>\n",
       "      <td>Desporto</td>\n",
       "      <td>Aluguel de quadra de ténis (1 hora)</td>\n",
       "      <td>26.880</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.250</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>199</th>\n",
       "      <td>MZ50</td>\n",
       "      <td>Desporto</td>\n",
       "      <td>Ginásio (preço mensal)</td>\n",
       "      <td>58.500</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>Metical (MZN)</td>\n",
       "      <td>63.250</td>\n",
       "      <td>África</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>200</th>\n",
       "      <td>PT1</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Cerveja importada (330 ml)</td>\n",
       "      <td>2.050</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>201</th>\n",
       "      <td>PT2</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Cerveja nacional (0,5 litros)</td>\n",
       "      <td>1.200</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>202</th>\n",
       "      <td>PT3</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Garrafa de vinho (qualidade média)</td>\n",
       "      <td>4.400</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>203</th>\n",
       "      <td>PT4</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Água (garrafa de 1,5 litros)</td>\n",
       "      <td>0.640</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>204</th>\n",
       "      <td>PT5</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Alface (1 unidade)</td>\n",
       "      <td>1.200</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>205</th>\n",
       "      <td>PT6</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Cebolas (1kg)</td>\n",
       "      <td>1.330</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>206</th>\n",
       "      <td>PT7</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Batatas (1 kg)</td>\n",
       "      <td>1.200</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>207</th>\n",
       "      <td>PT8</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Tomates (1 kg)</td>\n",
       "      <td>1.950</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>208</th>\n",
       "      <td>PT9</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Laranjas (1 kg)</td>\n",
       "      <td>1.500</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>209</th>\n",
       "      <td>PT10</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Bananas (1kg)</td>\n",
       "      <td>1.300</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>210</th>\n",
       "      <td>PT11</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Maçãs (1 kg)</td>\n",
       "      <td>1.890</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>211</th>\n",
       "      <td>PT12</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Queijo fresco (1 kg)</td>\n",
       "      <td>8.800</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>212</th>\n",
       "      <td>PT13</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Uma dúzia de ovos</td>\n",
       "      <td>2.520</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>213</th>\n",
       "      <td>PT14</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Arroz (1 kg)</td>\n",
       "      <td>1.230</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>214</th>\n",
       "      <td>PT15</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Um de pão (1 kg)</td>\n",
       "      <td>1.340</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>215</th>\n",
       "      <td>PT16</td>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Leite (1 litro)</td>\n",
       "      <td>0.880</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>216</th>\n",
       "      <td>PT17</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Água (garrafa 330 ml)</td>\n",
       "      <td>1.130</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>217</th>\n",
       "      <td>PT18</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Coca-Cola / Pepsi (garrafa 330 ml)</td>\n",
       "      <td>1.570</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>218</th>\n",
       "      <td>PT19</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Capuccino</td>\n",
       "      <td>1.620</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>219</th>\n",
       "      <td>PT20</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Cerveja importada (garrafa 330 ml)</td>\n",
       "      <td>2.310</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>220</th>\n",
       "      <td>PT21</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Cerveja nacional (0,5 litros)</td>\n",
       "      <td>2.200</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>221</th>\n",
       "      <td>PT22</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Menu McDonalds, Burger King ou similares</td>\n",
       "      <td>7.700</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>222</th>\n",
       "      <td>PT23</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Almoço para dois em um restaurante (dois pratos principais e sobremesa)</td>\n",
       "      <td>43.980</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>223</th>\n",
       "      <td>PT24</td>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Comida em um restaurante barato</td>\n",
       "      <td>9.900</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>224</th>\n",
       "      <td>PT25</td>\n",
       "      <td>Vestuário</td>\n",
       "      <td>Sapato de couro de homem</td>\n",
       "      <td>86.870</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>225</th>\n",
       "      <td>PT26</td>\n",
       "      <td>Vestuário</td>\n",
       "      <td>Ténis desportivos de marca (Níke,Adidas, Puma, etc.)</td>\n",
       "      <td>73.670</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>226</th>\n",
       "      <td>PT27</td>\n",
       "      <td>Vestuário</td>\n",
       "      <td>Um vestido</td>\n",
       "      <td>33.320</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>227</th>\n",
       "      <td>PT28</td>\n",
       "      <td>Vestuário</td>\n",
       "      <td>Jeans Levis 501 (ou equivalente)</td>\n",
       "      <td>81.370</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>228</th>\n",
       "      <td>PT29</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Volkswagen Golf 14 de 90 kW (ou um carro novo equivalente)</td>\n",
       "      <td>29689.770</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>229</th>\n",
       "      <td>PT30</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Gasolina (1 litro)</td>\n",
       "      <td>2.090</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>230</th>\n",
       "      <td>PT31</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>1 hora de corrida de táxi (bandeira 1)</td>\n",
       "      <td>16.490</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>231</th>\n",
       "      <td>PT32</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Taxi tarifa ao km (bandeira 1)</td>\n",
       "      <td>0.880</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>232</th>\n",
       "      <td>PT33</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Valor inicial (bandeira 1)</td>\n",
       "      <td>3.850</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>233</th>\n",
       "      <td>PT34</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Passe de transporte público mensal</td>\n",
       "      <td>43.980</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>234</th>\n",
       "      <td>PT35</td>\n",
       "      <td>Transporte</td>\n",
       "      <td>Um bilhete unitário em transporte público</td>\n",
       "      <td>1.870</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>235</th>\n",
       "      <td>PT36</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Comprar casa no subúrbio (preço por m2)</td>\n",
       "      <td>2199.240</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>236</th>\n",
       "      <td>PT37</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Comprar casa no centro da cidade (preço por m2)</td>\n",
       "      <td>3188.900</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>237</th>\n",
       "      <td>PT38</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Apartamento (3 quartos) no subúrbio ou em um vilarejo</td>\n",
       "      <td>1055.640</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>238</th>\n",
       "      <td>PT39</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Apartamento (3 quartos) no centro da cidade</td>\n",
       "      <td>1429.510</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>239</th>\n",
       "      <td>PT40</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Apartamento (1 quarto) no subúrbio ou em um vilarejo</td>\n",
       "      <td>648.780</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>240</th>\n",
       "      <td>PT41</td>\n",
       "      <td>Habitação</td>\n",
       "      <td>Apartamento (1 quarto) no centro da cidade</td>\n",
       "      <td>846.710</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>241</th>\n",
       "      <td>PT42</td>\n",
       "      <td>Salários</td>\n",
       "      <td>Hipoteca: taxa de juros anual (%)</td>\n",
       "      <td>2.250</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>242</th>\n",
       "      <td>PT43</td>\n",
       "      <td>Salários</td>\n",
       "      <td>Salário (salário mensal) médio depois de impostos (líquido)</td>\n",
       "      <td>1088.630</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>243</th>\n",
       "      <td>PT44</td>\n",
       "      <td>Serviços</td>\n",
       "      <td>Internet (6 Mbps, plano, a cabo / ADSL)</td>\n",
       "      <td>38.490</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>244</th>\n",
       "      <td>PT45</td>\n",
       "      <td>Serviços</td>\n",
       "      <td>Preço por minuto de ligação local de telemóvel pré-pago (sem descontos ou planos)</td>\n",
       "      <td>0.160</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>245</th>\n",
       "      <td>PT46</td>\n",
       "      <td>Serviços</td>\n",
       "      <td>Básicos (electricidade, gãs, água, lixo)</td>\n",
       "      <td>123.160</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>246</th>\n",
       "      <td>PT47</td>\n",
       "      <td>Recreação</td>\n",
       "      <td>Filmes (entrada/ bilhete)</td>\n",
       "      <td>7.700</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>247</th>\n",
       "      <td>PT48</td>\n",
       "      <td>Recreação</td>\n",
       "      <td>Maço de cigarro (Marlboro)</td>\n",
       "      <td>5.610</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>248</th>\n",
       "      <td>PT49</td>\n",
       "      <td>Desporto</td>\n",
       "      <td>Aluguel de quadra de ténis (1 hora)</td>\n",
       "      <td>12.760</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>249</th>\n",
       "      <td>PT50</td>\n",
       "      <td>Desporto</td>\n",
       "      <td>Ginásio (preço mensal)</td>\n",
       "      <td>37.940</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>Euro (€)</td>\n",
       "      <td>0.909</td>\n",
       "      <td>Europa</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    Código                  Categoria  \\\n",
       "0      AO1  Alimentos (supermercados)   \n",
       "1      AO2  Alimentos (supermercados)   \n",
       "2      AO3  Alimentos (supermercados)   \n",
       "3      AO4  Alimentos (supermercados)   \n",
       "4      AO5  Alimentos (supermercados)   \n",
       "5      AO6  Alimentos (supermercados)   \n",
       "6      AO7  Alimentos (supermercados)   \n",
       "7      AO8  Alimentos (supermercados)   \n",
       "8      AO9  Alimentos (supermercados)   \n",
       "9     AO10  Alimentos (supermercados)   \n",
       "10    AO11  Alimentos (supermercados)   \n",
       "11    AO12  Alimentos (supermercados)   \n",
       "12    AO13  Alimentos (supermercados)   \n",
       "13    AO14  Alimentos (supermercados)   \n",
       "14    AO15  Alimentos (supermercados)   \n",
       "15    AO16  Alimentos (supermercados)   \n",
       "16    AO17               Restaurantes   \n",
       "17    AO18               Restaurantes   \n",
       "18    AO19               Restaurantes   \n",
       "19    AO20               Restaurantes   \n",
       "20    AO21               Restaurantes   \n",
       "21    AO22               Restaurantes   \n",
       "22    AO23               Restaurantes   \n",
       "23    AO24               Restaurantes   \n",
       "24    AO25                  Vestuário   \n",
       "25    AO26                  Vestuário   \n",
       "26    AO27                  Vestuário   \n",
       "27    AO28                  Vestuário   \n",
       "28    AO29                 Transporte   \n",
       "29    AO30                 Transporte   \n",
       "30    AO31                 Transporte   \n",
       "31    AO32                 Transporte   \n",
       "32    AO33                 Transporte   \n",
       "33    AO34                 Transporte   \n",
       "34    AO35                 Transporte   \n",
       "35    AO36                  Habitação   \n",
       "36    AO37                  Habitação   \n",
       "37    AO38                  Habitação   \n",
       "38    AO39                  Habitação   \n",
       "39    AO40                  Habitação   \n",
       "40    AO41                  Habitação   \n",
       "41    AO42                   Salários   \n",
       "42    AO43                   Salários   \n",
       "43    AO44                   Serviços   \n",
       "44    AO45                   Serviços   \n",
       "45    AO46                   Serviços   \n",
       "46    AO47                  Recreação   \n",
       "47    AO48                  Recreação   \n",
       "48    AO49                   Desporto   \n",
       "49    AO50                   Desporto   \n",
       "50     BR1  Alimentos (supermercados)   \n",
       "51     BR2  Alimentos (supermercados)   \n",
       "52     BR3  Alimentos (supermercados)   \n",
       "53     BR4  Alimentos (supermercados)   \n",
       "54     BR5  Alimentos (supermercados)   \n",
       "55     BR6  Alimentos (supermercados)   \n",
       "56     BR7  Alimentos (supermercados)   \n",
       "57     BR8  Alimentos (supermercados)   \n",
       "58     BR9  Alimentos (supermercados)   \n",
       "59    BR10  Alimentos (supermercados)   \n",
       "60    BR11  Alimentos (supermercados)   \n",
       "61    BR12  Alimentos (supermercados)   \n",
       "62    BR13  Alimentos (supermercados)   \n",
       "63    BR14  Alimentos (supermercados)   \n",
       "64    BR15  Alimentos (supermercados)   \n",
       "65    BR16  Alimentos (supermercados)   \n",
       "66    BR17               Restaurantes   \n",
       "67    BR18               Restaurantes   \n",
       "68    BR19               Restaurantes   \n",
       "69    BR20               Restaurantes   \n",
       "70    BR21               Restaurantes   \n",
       "71    BR22               Restaurantes   \n",
       "72    BR23               Restaurantes   \n",
       "73    BR24               Restaurantes   \n",
       "74    BR25                  Vestuário   \n",
       "75    BR26                  Vestuário   \n",
       "76    BR27                  Vestuário   \n",
       "77    BR28                  Vestuário   \n",
       "78    BR29                 Transporte   \n",
       "79    BR30                 Transporte   \n",
       "80    BR31                 Transporte   \n",
       "81    BR32                 Transporte   \n",
       "82    BR33                 Transporte   \n",
       "83    BR34                 Transporte   \n",
       "84    BR35                 Transporte   \n",
       "85    BR36                  Habitação   \n",
       "86    BR37                  Habitação   \n",
       "87    BR38                  Habitação   \n",
       "88    BR39                  Habitação   \n",
       "89    BR40                  Habitação   \n",
       "90    BR41                  Habitação   \n",
       "91    BR42                   Salários   \n",
       "92    BR43                   Salários   \n",
       "93    BR44                   Serviços   \n",
       "94    BR45                   Serviços   \n",
       "95    BR46                   Serviços   \n",
       "96    BR47                  Recreação   \n",
       "97    BR48                  Recreação   \n",
       "98    BR49                   Desporto   \n",
       "99    BR50                   Desporto   \n",
       "100    CV1  Alimentos (supermercados)   \n",
       "101    CV2  Alimentos (supermercados)   \n",
       "102    CV3  Alimentos (supermercados)   \n",
       "103    CV4  Alimentos (supermercados)   \n",
       "104    CV5  Alimentos (supermercados)   \n",
       "105    CV6  Alimentos (supermercados)   \n",
       "106    CV7  Alimentos (supermercados)   \n",
       "107    CV8  Alimentos (supermercados)   \n",
       "108    CV9  Alimentos (supermercados)   \n",
       "109   CV10  Alimentos (supermercados)   \n",
       "110   CV11  Alimentos (supermercados)   \n",
       "111   CV12  Alimentos (supermercados)   \n",
       "112   CV13  Alimentos (supermercados)   \n",
       "113   CV14  Alimentos (supermercados)   \n",
       "114   CV15  Alimentos (supermercados)   \n",
       "115   CV16  Alimentos (supermercados)   \n",
       "116   CV17               Restaurantes   \n",
       "117   CV18               Restaurantes   \n",
       "118   CV19               Restaurantes   \n",
       "119   CV20               Restaurantes   \n",
       "120   CV21               Restaurantes   \n",
       "121   CV22               Restaurantes   \n",
       "122   CV23               Restaurantes   \n",
       "123   CV24               Restaurantes   \n",
       "124   CV25                  Vestuário   \n",
       "125   CV26                  Vestuário   \n",
       "126   CV27                  Vestuário   \n",
       "127   CV28                  Vestuário   \n",
       "128   CV29                 Transporte   \n",
       "129   CV30                 Transporte   \n",
       "130   CV31                 Transporte   \n",
       "131   CV32                 Transporte   \n",
       "132   CV33                 Transporte   \n",
       "133   CV34                 Transporte   \n",
       "134   CV35                 Transporte   \n",
       "135   CV36                  Habitação   \n",
       "136   CV37                  Habitação   \n",
       "137   CV38                  Habitação   \n",
       "138   CV39                  Habitação   \n",
       "139   CV40                  Habitação   \n",
       "140   CV41                  Habitação   \n",
       "141   CV42                   Salários   \n",
       "142   CV43                   Salários   \n",
       "143   CV44                   Serviços   \n",
       "144   CV45                   Serviços   \n",
       "145   CV46                   Serviços   \n",
       "146   CV47                  Recreação   \n",
       "147   CV48                  Recreação   \n",
       "148   CV49                   Desporto   \n",
       "149   CV50                   Desporto   \n",
       "150    MZ1  Alimentos (supermercados)   \n",
       "151    MZ2  Alimentos (supermercados)   \n",
       "152    MZ3  Alimentos (supermercados)   \n",
       "153    MZ4  Alimentos (supermercados)   \n",
       "154    MZ5  Alimentos (supermercados)   \n",
       "155    MZ6  Alimentos (supermercados)   \n",
       "156    MZ7  Alimentos (supermercados)   \n",
       "157    MZ8  Alimentos (supermercados)   \n",
       "158    MZ9  Alimentos (supermercados)   \n",
       "159   MZ10  Alimentos (supermercados)   \n",
       "160   MZ11  Alimentos (supermercados)   \n",
       "161   MZ12  Alimentos (supermercados)   \n",
       "162   MZ13  Alimentos (supermercados)   \n",
       "163   MZ14  Alimentos (supermercados)   \n",
       "164   MZ15  Alimentos (supermercados)   \n",
       "165   MZ16  Alimentos (supermercados)   \n",
       "166   MZ17               Restaurantes   \n",
       "167   MZ18               Restaurantes   \n",
       "168   MZ19               Restaurantes   \n",
       "169   MZ20               Restaurantes   \n",
       "170   MZ21               Restaurantes   \n",
       "171   MZ22               Restaurantes   \n",
       "172   MZ23               Restaurantes   \n",
       "173   MZ24               Restaurantes   \n",
       "174   MZ25                  Vestuário   \n",
       "175   MZ26                  Vestuário   \n",
       "176   MZ27                  Vestuário   \n",
       "177   MZ28                  Vestuário   \n",
       "178   MZ29                 Transporte   \n",
       "179   MZ30                 Transporte   \n",
       "180   MZ31                 Transporte   \n",
       "181   MZ32                 Transporte   \n",
       "182   MZ33                 Transporte   \n",
       "183   MZ34                 Transporte   \n",
       "184   MZ35                 Transporte   \n",
       "185   MZ36                  Habitação   \n",
       "186   MZ37                  Habitação   \n",
       "187   MZ38                  Habitação   \n",
       "188   MZ39                  Habitação   \n",
       "189   MZ40                  Habitação   \n",
       "190   MZ41                  Habitação   \n",
       "191   MZ42                   Salários   \n",
       "192   MZ43                   Salários   \n",
       "193   MZ44                   Serviços   \n",
       "194   MZ45                   Serviços   \n",
       "195   MZ46                   Serviços   \n",
       "196   MZ47                  Recreação   \n",
       "197   MZ48                  Recreação   \n",
       "198   MZ49                   Desporto   \n",
       "199   MZ50                   Desporto   \n",
       "200    PT1  Alimentos (supermercados)   \n",
       "201    PT2  Alimentos (supermercados)   \n",
       "202    PT3  Alimentos (supermercados)   \n",
       "203    PT4  Alimentos (supermercados)   \n",
       "204    PT5  Alimentos (supermercados)   \n",
       "205    PT6  Alimentos (supermercados)   \n",
       "206    PT7  Alimentos (supermercados)   \n",
       "207    PT8  Alimentos (supermercados)   \n",
       "208    PT9  Alimentos (supermercados)   \n",
       "209   PT10  Alimentos (supermercados)   \n",
       "210   PT11  Alimentos (supermercados)   \n",
       "211   PT12  Alimentos (supermercados)   \n",
       "212   PT13  Alimentos (supermercados)   \n",
       "213   PT14  Alimentos (supermercados)   \n",
       "214   PT15  Alimentos (supermercados)   \n",
       "215   PT16  Alimentos (supermercados)   \n",
       "216   PT17               Restaurantes   \n",
       "217   PT18               Restaurantes   \n",
       "218   PT19               Restaurantes   \n",
       "219   PT20               Restaurantes   \n",
       "220   PT21               Restaurantes   \n",
       "221   PT22               Restaurantes   \n",
       "222   PT23               Restaurantes   \n",
       "223   PT24               Restaurantes   \n",
       "224   PT25                  Vestuário   \n",
       "225   PT26                  Vestuário   \n",
       "226   PT27                  Vestuário   \n",
       "227   PT28                  Vestuário   \n",
       "228   PT29                 Transporte   \n",
       "229   PT30                 Transporte   \n",
       "230   PT31                 Transporte   \n",
       "231   PT32                 Transporte   \n",
       "232   PT33                 Transporte   \n",
       "233   PT34                 Transporte   \n",
       "234   PT35                 Transporte   \n",
       "235   PT36                  Habitação   \n",
       "236   PT37                  Habitação   \n",
       "237   PT38                  Habitação   \n",
       "238   PT39                  Habitação   \n",
       "239   PT40                  Habitação   \n",
       "240   PT41                  Habitação   \n",
       "241   PT42                   Salários   \n",
       "242   PT43                   Salários   \n",
       "243   PT44                   Serviços   \n",
       "244   PT45                   Serviços   \n",
       "245   PT46                   Serviços   \n",
       "246   PT47                  Recreação   \n",
       "247   PT48                  Recreação   \n",
       "248   PT49                   Desporto   \n",
       "249   PT50                   Desporto   \n",
       "\n",
       "                                                                               Produto  \\\n",
       "0                                                           Cerveja importada (330 ml)   \n",
       "1                                                        Cerveja nacional (0,5 litros)   \n",
       "2                                                   Garrafa de vinho (qualidade média)   \n",
       "3                                                         Água (garrafa de 1,5 litros)   \n",
       "4                                                                   Alface (1 unidade)   \n",
       "5                                                                        Cebolas (1kg)   \n",
       "6                                                                       Batatas (1 kg)   \n",
       "7                                                                       Tomates (1 kg)   \n",
       "8                                                                      Laranjas (1 kg)   \n",
       "9                                                                        Bananas (1kg)   \n",
       "10                                                                        Maçãs (1 kg)   \n",
       "11                                                                Queijo fresco (1 kg)   \n",
       "12                                                                   Uma dúzia de ovos   \n",
       "13                                                                        Arroz (1 kg)   \n",
       "14                                                                    Um de pão (1 kg)   \n",
       "15                                                                     Leite (1 litro)   \n",
       "16                                                               Água (garrafa 330 ml)   \n",
       "17                                                  Coca-Cola / Pepsi (garrafa 330 ml)   \n",
       "18                                                                           Capuccino   \n",
       "19                                                  Cerveja importada (garrafa 330 ml)   \n",
       "20                                                       Cerveja nacional (0,5 litros)   \n",
       "21                                            Menu McDonalds, Burger King ou similares   \n",
       "22             Almoço para dois em um restaurante (dois pratos principais e sobremesa)   \n",
       "23                                                     Comida em um restaurante barato   \n",
       "24                                                            Sapato de couro de homem   \n",
       "25                                Ténis desportivos de marca (Níke,Adidas, Puma, etc.)   \n",
       "26                                                                          Um vestido   \n",
       "27                                                    Jeans Levis 501 (ou equivalente)   \n",
       "28                          Volkswagen Golf 14 de 90 kW (ou um carro novo equivalente)   \n",
       "29                                                                  Gasolina (1 litro)   \n",
       "30                                              1 hora de corrida de táxi (bandeira 1)   \n",
       "31                                                      Taxi tarifa ao km (bandeira 1)   \n",
       "32                                                          Valor inicial (bandeira 1)   \n",
       "33                                                  Passe de transporte público mensal   \n",
       "34                                           Um bilhete unitário em transporte público   \n",
       "35                                             Comprar casa no subúrbio (preço por m2)   \n",
       "36                                     Comprar casa no centro da cidade (preço por m2)   \n",
       "37                               Apartamento (3 quartos) no subúrbio ou em um vilarejo   \n",
       "38                                         Apartamento (3 quartos) no centro da cidade   \n",
       "39                                Apartamento (1 quarto) no subúrbio ou em um vilarejo   \n",
       "40                                          Apartamento (1 quarto) no centro da cidade   \n",
       "41                                                   Hipoteca: taxa de juros anual (%)   \n",
       "42                         Salário (salário mensal) médio depois de impostos (líquido)   \n",
       "43                                             Internet (6 Mbps, plano, a cabo / ADSL)   \n",
       "44   Preço por minuto de ligação local de telemóvel pré-pago (sem descontos ou planos)   \n",
       "45                                            Básicos (electricidade, gãs, água, lixo)   \n",
       "46                                                           Filmes (entrada/ bilhete)   \n",
       "47                                                          Maço de cigarro (Marlboro)   \n",
       "48                                                 Aluguel de quadra de ténis (1 hora)   \n",
       "49                                                              Ginásio (preço mensal)   \n",
       "50                                                          Cerveja importada (330 ml)   \n",
       "51                                                       Cerveja nacional (0,5 litros)   \n",
       "52                                                  Garrafa de vinho (qualidade média)   \n",
       "53                                                        Água (garrafa de 1,5 litros)   \n",
       "54                                                                  Alface (1 unidade)   \n",
       "55                                                                       Cebolas (1kg)   \n",
       "56                                                                      Batatas (1 kg)   \n",
       "57                                                                      Tomates (1 kg)   \n",
       "58                                                                     Laranjas (1 kg)   \n",
       "59                                                                       Bananas (1kg)   \n",
       "60                                                                        Maçãs (1 kg)   \n",
       "61                                                                Queijo fresco (1 kg)   \n",
       "62                                                                   Uma dúzia de ovos   \n",
       "63                                                                        Arroz (1 kg)   \n",
       "64                                                                    Um de pão (1 kg)   \n",
       "65                                                                     Leite (1 litro)   \n",
       "66                                                               Água (garrafa 330 ml)   \n",
       "67                                                  Coca-Cola / Pepsi (garrafa 330 ml)   \n",
       "68                                                                           Capuccino   \n",
       "69                                                  Cerveja importada (garrafa 330 ml)   \n",
       "70                                                       Cerveja nacional (0,5 litros)   \n",
       "71                                            Menu McDonalds, Burger King ou similares   \n",
       "72             Almoço para dois em um restaurante (dois pratos principais e sobremesa)   \n",
       "73                                                     Comida em um restaurante barato   \n",
       "74                                                            Sapato de couro de homem   \n",
       "75                                Ténis desportivos de marca (Níke,Adidas, Puma, etc.)   \n",
       "76                                                                          Um vestido   \n",
       "77                                                    Jeans Levis 501 (ou equivalente)   \n",
       "78                          Volkswagen Golf 14 de 90 kW (ou um carro novo equivalente)   \n",
       "79                                                                  Gasolina (1 litro)   \n",
       "80                                              1 hora de corrida de táxi (bandeira 1)   \n",
       "81                                                      Taxi tarifa ao km (bandeira 1)   \n",
       "82                                                          Valor inicial (bandeira 1)   \n",
       "83                                                  Passe de transporte público mensal   \n",
       "84                                           Um bilhete unitário em transporte público   \n",
       "85                                             Comprar casa no subúrbio (preço por m2)   \n",
       "86                                     Comprar casa no centro da cidade (preço por m2)   \n",
       "87                               Apartamento (3 quartos) no subúrbio ou em um vilarejo   \n",
       "88                                         Apartamento (3 quartos) no centro da cidade   \n",
       "89                                Apartamento (1 quarto) no subúrbio ou em um vilarejo   \n",
       "90                                          Apartamento (1 quarto) no centro da cidade   \n",
       "91                                                   Hipoteca: taxa de juros anual (%)   \n",
       "92                         Salário (salário mensal) médio depois de impostos (líquido)   \n",
       "93                                             Internet (6 Mbps, plano, a cabo / ADSL)   \n",
       "94   Preço por minuto de ligação local de telemóvel pré-pago (sem descontos ou planos)   \n",
       "95                                            Básicos (electricidade, gãs, água, lixo)   \n",
       "96                                                           Filmes (entrada/ bilhete)   \n",
       "97                                                          Maço de cigarro (Marlboro)   \n",
       "98                                                 Aluguel de quadra de ténis (1 hora)   \n",
       "99                                                              Ginásio (preço mensal)   \n",
       "100                                                         Cerveja importada (330 ml)   \n",
       "101                                                      Cerveja nacional (0,5 litros)   \n",
       "102                                                 Garrafa de vinho (qualidade média)   \n",
       "103                                                       Água (garrafa de 1,5 litros)   \n",
       "104                                                                 Alface (1 unidade)   \n",
       "105                                                                      Cebolas (1kg)   \n",
       "106                                                                     Batatas (1 kg)   \n",
       "107                                                                     Tomates (1 kg)   \n",
       "108                                                                    Laranjas (1 kg)   \n",
       "109                                                                      Bananas (1kg)   \n",
       "110                                                                       Maçãs (1 kg)   \n",
       "111                                                               Queijo fresco (1 kg)   \n",
       "112                                                                  Uma dúzia de ovos   \n",
       "113                                                                       Arroz (1 kg)   \n",
       "114                                                                   Um de pão (1 kg)   \n",
       "115                                                                    Leite (1 litro)   \n",
       "116                                                              Água (garrafa 330 ml)   \n",
       "117                                                 Coca-Cola / Pepsi (garrafa 330 ml)   \n",
       "118                                                                          Capuccino   \n",
       "119                                                 Cerveja importada (garrafa 330 ml)   \n",
       "120                                                      Cerveja nacional (0,5 litros)   \n",
       "121                                           Menu McDonalds, Burger King ou similares   \n",
       "122            Almoço para dois em um restaurante (dois pratos principais e sobremesa)   \n",
       "123                                                    Comida em um restaurante barato   \n",
       "124                                                           Sapato de couro de homem   \n",
       "125                               Ténis desportivos de marca (Níke,Adidas, Puma, etc.)   \n",
       "126                                                                         Um vestido   \n",
       "127                                                   Jeans Levis 501 (ou equivalente)   \n",
       "128                         Volkswagen Golf 14 de 90 kW (ou um carro novo equivalente)   \n",
       "129                                                                 Gasolina (1 litro)   \n",
       "130                                             1 hora de corrida de táxi (bandeira 1)   \n",
       "131                                                     Taxi tarifa ao km (bandeira 1)   \n",
       "132                                                         Valor inicial (bandeira 1)   \n",
       "133                                                 Passe de transporte público mensal   \n",
       "134                                          Um bilhete unitário em transporte público   \n",
       "135                                            Comprar casa no subúrbio (preço por m2)   \n",
       "136                                    Comprar casa no centro da cidade (preço por m2)   \n",
       "137                              Apartamento (3 quartos) no subúrbio ou em um vilarejo   \n",
       "138                                        Apartamento (3 quartos) no centro da cidade   \n",
       "139                               Apartamento (1 quarto) no subúrbio ou em um vilarejo   \n",
       "140                                         Apartamento (1 quarto) no centro da cidade   \n",
       "141                                                  Hipoteca: taxa de juros anual (%)   \n",
       "142                        Salário (salário mensal) médio depois de impostos (líquido)   \n",
       "143                                            Internet (6 Mbps, plano, a cabo / ADSL)   \n",
       "144  Preço por minuto de ligação local de telemóvel pré-pago (sem descontos ou planos)   \n",
       "145                                           Básicos (electricidade, gãs, água, lixo)   \n",
       "146                                                          Filmes (entrada/ bilhete)   \n",
       "147                                                         Maço de cigarro (Marlboro)   \n",
       "148                                                Aluguel de quadra de ténis (1 hora)   \n",
       "149                                                             Ginásio (preço mensal)   \n",
       "150                                                         Cerveja importada (330 ml)   \n",
       "151                                                      Cerveja nacional (0,5 litros)   \n",
       "152                                                 Garrafa de vinho (qualidade média)   \n",
       "153                                                       Água (garrafa de 1,5 litros)   \n",
       "154                                                                 Alface (1 unidade)   \n",
       "155                                                                      Cebolas (1kg)   \n",
       "156                                                                     Batatas (1 kg)   \n",
       "157                                                                     Tomates (1 kg)   \n",
       "158                                                                    Laranjas (1 kg)   \n",
       "159                                                                      Bananas (1kg)   \n",
       "160                                                                       Maçãs (1 kg)   \n",
       "161                                                               Queijo fresco (1 kg)   \n",
       "162                                                                  Uma dúzia de ovos   \n",
       "163                                                                       Arroz (1 kg)   \n",
       "164                                                                   Um de pão (1 kg)   \n",
       "165                                                                    Leite (1 litro)   \n",
       "166                                                              Água (garrafa 330 ml)   \n",
       "167                                                 Coca-Cola / Pepsi (garrafa 330 ml)   \n",
       "168                                                                          Capuccino   \n",
       "169                                                 Cerveja importada (garrafa 330 ml)   \n",
       "170                                                      Cerveja nacional (0,5 litros)   \n",
       "171                                           Menu McDonalds, Burger King ou similares   \n",
       "172            Almoço para dois em um restaurante (dois pratos principais e sobremesa)   \n",
       "173                                                    Comida em um restaurante barato   \n",
       "174                                                           Sapato de couro de homem   \n",
       "175                               Ténis desportivos de marca (Níke,Adidas, Puma, etc.)   \n",
       "176                                                                         Um vestido   \n",
       "177                                                   Jeans Levis 501 (ou equivalente)   \n",
       "178                         Volkswagen Golf 14 de 90 kW (ou um carro novo equivalente)   \n",
       "179                                                                 Gasolina (1 litro)   \n",
       "180                                             1 hora de corrida de táxi (bandeira 1)   \n",
       "181                                                     Taxi tarifa ao km (bandeira 1)   \n",
       "182                                                         Valor inicial (bandeira 1)   \n",
       "183                                                 Passe de transporte público mensal   \n",
       "184                                          Um bilhete unitário em transporte público   \n",
       "185                                            Comprar casa no subúrbio (preço por m2)   \n",
       "186                                    Comprar casa no centro da cidade (preço por m2)   \n",
       "187                              Apartamento (3 quartos) no subúrbio ou em um vilarejo   \n",
       "188                                        Apartamento (3 quartos) no centro da cidade   \n",
       "189                               Apartamento (1 quarto) no subúrbio ou em um vilarejo   \n",
       "190                                         Apartamento (1 quarto) no centro da cidade   \n",
       "191                                                  Hipoteca: taxa de juros anual (%)   \n",
       "192                        Salário (salário mensal) médio depois de impostos (líquido)   \n",
       "193                                            Internet (6 Mbps, plano, a cabo / ADSL)   \n",
       "194  Preço por minuto de ligação local de telemóvel pré-pago (sem descontos ou planos)   \n",
       "195                                           Básicos (electricidade, gãs, água, lixo)   \n",
       "196                                                          Filmes (entrada/ bilhete)   \n",
       "197                                                         Maço de cigarro (Marlboro)   \n",
       "198                                                Aluguel de quadra de ténis (1 hora)   \n",
       "199                                                             Ginásio (preço mensal)   \n",
       "200                                                         Cerveja importada (330 ml)   \n",
       "201                                                      Cerveja nacional (0,5 litros)   \n",
       "202                                                 Garrafa de vinho (qualidade média)   \n",
       "203                                                       Água (garrafa de 1,5 litros)   \n",
       "204                                                                 Alface (1 unidade)   \n",
       "205                                                                      Cebolas (1kg)   \n",
       "206                                                                     Batatas (1 kg)   \n",
       "207                                                                     Tomates (1 kg)   \n",
       "208                                                                    Laranjas (1 kg)   \n",
       "209                                                                      Bananas (1kg)   \n",
       "210                                                                       Maçãs (1 kg)   \n",
       "211                                                               Queijo fresco (1 kg)   \n",
       "212                                                                  Uma dúzia de ovos   \n",
       "213                                                                       Arroz (1 kg)   \n",
       "214                                                                   Um de pão (1 kg)   \n",
       "215                                                                    Leite (1 litro)   \n",
       "216                                                              Água (garrafa 330 ml)   \n",
       "217                                                 Coca-Cola / Pepsi (garrafa 330 ml)   \n",
       "218                                                                          Capuccino   \n",
       "219                                                 Cerveja importada (garrafa 330 ml)   \n",
       "220                                                      Cerveja nacional (0,5 litros)   \n",
       "221                                           Menu McDonalds, Burger King ou similares   \n",
       "222            Almoço para dois em um restaurante (dois pratos principais e sobremesa)   \n",
       "223                                                    Comida em um restaurante barato   \n",
       "224                                                           Sapato de couro de homem   \n",
       "225                               Ténis desportivos de marca (Níke,Adidas, Puma, etc.)   \n",
       "226                                                                         Um vestido   \n",
       "227                                                   Jeans Levis 501 (ou equivalente)   \n",
       "228                         Volkswagen Golf 14 de 90 kW (ou um carro novo equivalente)   \n",
       "229                                                                 Gasolina (1 litro)   \n",
       "230                                             1 hora de corrida de táxi (bandeira 1)   \n",
       "231                                                     Taxi tarifa ao km (bandeira 1)   \n",
       "232                                                         Valor inicial (bandeira 1)   \n",
       "233                                                 Passe de transporte público mensal   \n",
       "234                                          Um bilhete unitário em transporte público   \n",
       "235                                            Comprar casa no subúrbio (preço por m2)   \n",
       "236                                    Comprar casa no centro da cidade (preço por m2)   \n",
       "237                              Apartamento (3 quartos) no subúrbio ou em um vilarejo   \n",
       "238                                        Apartamento (3 quartos) no centro da cidade   \n",
       "239                               Apartamento (1 quarto) no subúrbio ou em um vilarejo   \n",
       "240                                         Apartamento (1 quarto) no centro da cidade   \n",
       "241                                                  Hipoteca: taxa de juros anual (%)   \n",
       "242                        Salário (salário mensal) médio depois de impostos (líquido)   \n",
       "243                                            Internet (6 Mbps, plano, a cabo / ADSL)   \n",
       "244  Preço por minuto de ligação local de telemóvel pré-pago (sem descontos ou planos)   \n",
       "245                                           Básicos (electricidade, gãs, água, lixo)   \n",
       "246                                                          Filmes (entrada/ bilhete)   \n",
       "247                                                         Maço de cigarro (Marlboro)   \n",
       "248                                                Aluguel de quadra de ténis (1 hora)   \n",
       "249                                                             Ginásio (preço mensal)   \n",
       "\n",
       "     Preço (USD)        País                       Moeda  \\\n",
       "0          0.870      Angola                Kwanza (AOA)   \n",
       "1          0.690      Angola                Kwanza (AOA)   \n",
       "2          9.060      Angola                Kwanza (AOA)   \n",
       "3          0.550      Angola                Kwanza (AOA)   \n",
       "4          1.120      Angola                Kwanza (AOA)   \n",
       "5          1.710      Angola                Kwanza (AOA)   \n",
       "6          1.660      Angola                Kwanza (AOA)   \n",
       "7          1.950      Angola                Kwanza (AOA)   \n",
       "8          4.330      Angola                Kwanza (AOA)   \n",
       "9          0.830      Angola                Kwanza (AOA)   \n",
       "10         2.960      Angola                Kwanza (AOA)   \n",
       "11        10.640      Angola                Kwanza (AOA)   \n",
       "12         2.760      Angola                Kwanza (AOA)   \n",
       "13         0.890      Angola                Kwanza (AOA)   \n",
       "14         1.660      Angola                Kwanza (AOA)   \n",
       "15         1.750      Angola                Kwanza (AOA)   \n",
       "16         1.160      Angola                Kwanza (AOA)   \n",
       "17         1.770      Angola                Kwanza (AOA)   \n",
       "18         3.740      Angola                Kwanza (AOA)   \n",
       "19         1.280      Angola                Kwanza (AOA)   \n",
       "20         1.950      Angola                Kwanza (AOA)   \n",
       "21         8.470      Angola                Kwanza (AOA)   \n",
       "22        60.490      Angola                Kwanza (AOA)   \n",
       "23         7.880      Angola                Kwanza (AOA)   \n",
       "24       238.220      Angola                Kwanza (AOA)   \n",
       "25       252.810      Angola                Kwanza (AOA)   \n",
       "26       150.340      Angola                Kwanza (AOA)   \n",
       "27        95.960      Angola                Kwanza (AOA)   \n",
       "28     20938.950      Angola                Kwanza (AOA)   \n",
       "29         0.350      Angola                Kwanza (AOA)   \n",
       "30         8.080      Angola                Kwanza (AOA)   \n",
       "31         1.670      Angola                Kwanza (AOA)   \n",
       "32         1.670      Angola                Kwanza (AOA)   \n",
       "33        31.720      Angola                Kwanza (AOA)   \n",
       "34         0.350      Angola                Kwanza (AOA)   \n",
       "35      4067.360      Angola                Kwanza (AOA)   \n",
       "36      5136.510      Angola                Kwanza (AOA)   \n",
       "37      1306.790      Angola                Kwanza (AOA)   \n",
       "38      6881.130      Angola                Kwanza (AOA)   \n",
       "39        80.790      Angola                Kwanza (AOA)   \n",
       "40       346.800      Angola                Kwanza (AOA)   \n",
       "41        25.000      Angola                Kwanza (AOA)   \n",
       "42      3276.620      Angola                Kwanza (AOA)   \n",
       "43       186.400      Angola                Kwanza (AOA)   \n",
       "44         0.130      Angola                Kwanza (AOA)   \n",
       "45        78.030      Angola                Kwanza (AOA)   \n",
       "46         5.520      Angola                Kwanza (AOA)   \n",
       "47         2.360      Angola                Kwanza (AOA)   \n",
       "48        16.750      Angola                Kwanza (AOA)   \n",
       "49        40.000      Angola                Kwanza (AOA)   \n",
       "50         2.430      Brasil                   Real (R$)   \n",
       "51         1.210      Brasil                   Real (R$)   \n",
       "52         7.910      Brasil                   Real (R$)   \n",
       "53         0.650      Brasil                   Real (R$)   \n",
       "54         0.690      Brasil                   Real (R$)   \n",
       "55         1.010      Brasil                   Real (R$)   \n",
       "56         1.050      Brasil                   Real (R$)   \n",
       "57         1.580      Brasil                   Real (R$)   \n",
       "58         0.930      Brasil                   Real (R$)   \n",
       "59         1.110      Brasil                   Real (R$)   \n",
       "60         1.680      Brasil                   Real (R$)   \n",
       "61         8.540      Brasil                   Real (R$)   \n",
       "62         1.940      Brasil                   Real (R$)   \n",
       "63         1.130      Brasil                   Real (R$)   \n",
       "64         1.420      Brasil                   Real (R$)   \n",
       "65         1.050      Brasil                   Real (R$)   \n",
       "66         0.650      Brasil                   Real (R$)   \n",
       "67         1.050      Brasil                   Real (R$)   \n",
       "68         1.580      Brasil                   Real (R$)   \n",
       "69         2.970      Brasil                   Real (R$)   \n",
       "70         1.780      Brasil                   Real (R$)   \n",
       "71         6.330      Brasil                   Real (R$)   \n",
       "72        27.690      Brasil                   Real (R$)   \n",
       "73         5.440      Brasil                   Real (R$)   \n",
       "74        57.350      Brasil                   Real (R$)   \n",
       "75        73.170      Brasil                   Real (R$)   \n",
       "76        41.530      Brasil                   Real (R$)   \n",
       "77        45.480      Brasil                   Real (R$)   \n",
       "78     19795.430      Brasil                   Real (R$)   \n",
       "79         1.270      Brasil                   Real (R$)   \n",
       "80         6.530      Brasil                   Real (R$)   \n",
       "81         0.790      Brasil                   Real (R$)   \n",
       "82         1.190      Brasil                   Real (R$)   \n",
       "83        43.510      Brasil                   Real (R$)   \n",
       "84         0.950      Brasil                   Real (R$)   \n",
       "85      1127.200      Brasil                   Real (R$)   \n",
       "86      1680.910      Brasil                   Real (R$)   \n",
       "87       435.060      Brasil                   Real (R$)   \n",
       "88       593.260      Brasil                   Real (R$)   \n",
       "89       197.750      Brasil                   Real (R$)   \n",
       "90       316.410      Brasil                   Real (R$)   \n",
       "91         9.650      Brasil                   Real (R$)   \n",
       "92       415.280      Brasil                   Real (R$)   \n",
       "93        20.170      Brasil                   Real (R$)   \n",
       "94         0.290      Brasil                   Real (R$)   \n",
       "95        75.150      Brasil                   Real (R$)   \n",
       "96         6.530      Brasil                   Real (R$)   \n",
       "97         2.370      Brasil                   Real (R$)   \n",
       "98        25.310      Brasil                   Real (R$)   \n",
       "99        22.540      Brasil                   Real (R$)   \n",
       "100        1.510  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "101        1.860  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "102        6.380  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "103        0.830  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "104        1.540  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "105        1.610  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "106        1.410  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "107        3.390  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "108        2.390  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "109        2.090  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "110        2.490  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "111        5.980  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "112        2.390  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "113        1.330  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "114        1.420  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "115        1.000  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "116        0.860  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "117        1.260  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "118        1.290  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "119        1.650  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "120        2.990  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "121        5.490  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "122       40.890  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "123        4.690  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "124      147.620  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "125       78.800  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "126       29.920  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "127       29.920  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "128    26612.030  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "129        1.500  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "130        9.870  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "131        1.730  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "132        1.480  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "133       20.950  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "134        0.880  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "135      681.230  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "136      929.590  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "137      296.230  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "138      431.880  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "139      173.550  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "140      293.240  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "141       16.330  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "142      285.260  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "143       56.850  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "144        0.340  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "145       82.790  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "146        5.880  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "147        4.390  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "148        4.890  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "149       31.920  Cabo Verde  Escudo Cabo-Verdiano (CVE)   \n",
       "150        1.820  Moçambique               Metical (MZN)   \n",
       "151        1.030  Moçambique               Metical (MZN)   \n",
       "152       14.070  Moçambique               Metical (MZN)   \n",
       "153        0.780  Moçambique               Metical (MZN)   \n",
       "154        0.760  Moçambique               Metical (MZN)   \n",
       "155        1.170  Moçambique               Metical (MZN)   \n",
       "156        0.820  Moçambique               Metical (MZN)   \n",
       "157        1.570  Moçambique               Metical (MZN)   \n",
       "158        1.410  Moçambique               Metical (MZN)   \n",
       "159        0.890  Moçambique               Metical (MZN)   \n",
       "160        1.930  Moçambique               Metical (MZN)   \n",
       "161       17.390  Moçambique               Metical (MZN)   \n",
       "162        1.990  Moçambique               Metical (MZN)   \n",
       "163        1.250  Moçambique               Metical (MZN)   \n",
       "164        1.110  Moçambique               Metical (MZN)   \n",
       "165        1.550  Moçambique               Metical (MZN)   \n",
       "166        0.690  Moçambique               Metical (MZN)   \n",
       "167        1.030  Moçambique               Metical (MZN)   \n",
       "168        1.800  Moçambique               Metical (MZN)   \n",
       "169        1.570  Moçambique               Metical (MZN)   \n",
       "170        0.930  Moçambique               Metical (MZN)   \n",
       "171        3.950  Moçambique               Metical (MZN)   \n",
       "172       55.340  Moçambique               Metical (MZN)   \n",
       "173       10.910  Moçambique               Metical (MZN)   \n",
       "174       96.440  Moçambique               Metical (MZN)   \n",
       "175       66.400  Moçambique               Metical (MZN)   \n",
       "176       69.560  Moçambique               Metical (MZN)   \n",
       "177       23.300  Moçambique               Metical (MZN)   \n",
       "178    32894.660  Moçambique               Metical (MZN)   \n",
       "179        1.190  Moçambique               Metical (MZN)   \n",
       "180       23.300  Moçambique               Metical (MZN)   \n",
       "181        3.950  Moçambique               Metical (MZN)   \n",
       "182        3.480  Moçambique               Metical (MZN)   \n",
       "183       13.120  Moçambique               Metical (MZN)   \n",
       "184        0.260  Moçambique               Metical (MZN)   \n",
       "185     1932.000  Moçambique               Metical (MZN)   \n",
       "186     3248.990  Moçambique               Metical (MZN)   \n",
       "187     1163.630  Moçambique               Metical (MZN)   \n",
       "188     1783.390  Moçambique               Metical (MZN)   \n",
       "189      260.870  Moçambique               Metical (MZN)   \n",
       "190      926.480  Moçambique               Metical (MZN)   \n",
       "191       25.860  Moçambique               Metical (MZN)   \n",
       "192      219.760  Moçambique               Metical (MZN)   \n",
       "193      118.580  Moçambique               Metical (MZN)   \n",
       "194        0.060  Moçambique               Metical (MZN)   \n",
       "195       77.475  Moçambique               Metical (MZN)   \n",
       "196        6.320  Moçambique               Metical (MZN)   \n",
       "197        2.360  Moçambique               Metical (MZN)   \n",
       "198       26.880  Moçambique               Metical (MZN)   \n",
       "199       58.500  Moçambique               Metical (MZN)   \n",
       "200        2.050    Portugal                    Euro (€)   \n",
       "201        1.200    Portugal                    Euro (€)   \n",
       "202        4.400    Portugal                    Euro (€)   \n",
       "203        0.640    Portugal                    Euro (€)   \n",
       "204        1.200    Portugal                    Euro (€)   \n",
       "205        1.330    Portugal                    Euro (€)   \n",
       "206        1.200    Portugal                    Euro (€)   \n",
       "207        1.950    Portugal                    Euro (€)   \n",
       "208        1.500    Portugal                    Euro (€)   \n",
       "209        1.300    Portugal                    Euro (€)   \n",
       "210        1.890    Portugal                    Euro (€)   \n",
       "211        8.800    Portugal                    Euro (€)   \n",
       "212        2.520    Portugal                    Euro (€)   \n",
       "213        1.230    Portugal                    Euro (€)   \n",
       "214        1.340    Portugal                    Euro (€)   \n",
       "215        0.880    Portugal                    Euro (€)   \n",
       "216        1.130    Portugal                    Euro (€)   \n",
       "217        1.570    Portugal                    Euro (€)   \n",
       "218        1.620    Portugal                    Euro (€)   \n",
       "219        2.310    Portugal                    Euro (€)   \n",
       "220        2.200    Portugal                    Euro (€)   \n",
       "221        7.700    Portugal                    Euro (€)   \n",
       "222       43.980    Portugal                    Euro (€)   \n",
       "223        9.900    Portugal                    Euro (€)   \n",
       "224       86.870    Portugal                    Euro (€)   \n",
       "225       73.670    Portugal                    Euro (€)   \n",
       "226       33.320    Portugal                    Euro (€)   \n",
       "227       81.370    Portugal                    Euro (€)   \n",
       "228    29689.770    Portugal                    Euro (€)   \n",
       "229        2.090    Portugal                    Euro (€)   \n",
       "230       16.490    Portugal                    Euro (€)   \n",
       "231        0.880    Portugal                    Euro (€)   \n",
       "232        3.850    Portugal                    Euro (€)   \n",
       "233       43.980    Portugal                    Euro (€)   \n",
       "234        1.870    Portugal                    Euro (€)   \n",
       "235     2199.240    Portugal                    Euro (€)   \n",
       "236     3188.900    Portugal                    Euro (€)   \n",
       "237     1055.640    Portugal                    Euro (€)   \n",
       "238     1429.510    Portugal                    Euro (€)   \n",
       "239      648.780    Portugal                    Euro (€)   \n",
       "240      846.710    Portugal                    Euro (€)   \n",
       "241        2.250    Portugal                    Euro (€)   \n",
       "242     1088.630    Portugal                    Euro (€)   \n",
       "243       38.490    Portugal                    Euro (€)   \n",
       "244        0.160    Portugal                    Euro (€)   \n",
       "245      123.160    Portugal                    Euro (€)   \n",
       "246        7.700    Portugal                    Euro (€)   \n",
       "247        5.610    Portugal                    Euro (€)   \n",
       "248       12.760    Portugal                    Euro (€)   \n",
       "249       37.940    Portugal                    Euro (€)   \n",
       "\n",
       "     Câmbio (Moeda local/1 USD)      Continente  \n",
       "0                       507.504          África  \n",
       "1                       507.504          África  \n",
       "2                       507.504          África  \n",
       "3                       507.504          África  \n",
       "4                       507.504          África  \n",
       "5                       507.504          África  \n",
       "6                       507.504          África  \n",
       "7                       507.504          África  \n",
       "8                       507.504          África  \n",
       "9                       507.504          África  \n",
       "10                      507.504          África  \n",
       "11                      507.504          África  \n",
       "12                      507.504          África  \n",
       "13                      507.504          África  \n",
       "14                      507.504          África  \n",
       "15                      507.504          África  \n",
       "16                      507.504          África  \n",
       "17                      507.504          África  \n",
       "18                      507.504          África  \n",
       "19                      507.504          África  \n",
       "20                      507.504          África  \n",
       "21                      507.504          África  \n",
       "22                      507.504          África  \n",
       "23                      507.504          África  \n",
       "24                      507.504          África  \n",
       "25                      507.504          África  \n",
       "26                      507.504          África  \n",
       "27                      507.504          África  \n",
       "28                      507.504          África  \n",
       "29                      507.504          África  \n",
       "30                      507.504          África  \n",
       "31                      507.504          África  \n",
       "32                      507.504          África  \n",
       "33                      507.504          África  \n",
       "34                      507.504          África  \n",
       "35                      507.504          África  \n",
       "36                      507.504          África  \n",
       "37                      507.504          África  \n",
       "38                      507.504          África  \n",
       "39                      507.504          África  \n",
       "40                      507.504          África  \n",
       "41                      507.504          África  \n",
       "42                      507.504          África  \n",
       "43                      507.504          África  \n",
       "44                      507.504          África  \n",
       "45                      507.504          África  \n",
       "46                      507.504          África  \n",
       "47                      507.504          África  \n",
       "48                      507.504          África  \n",
       "49                      507.504          África  \n",
       "50                        5.057  América do Sul  \n",
       "51                        5.057  América do Sul  \n",
       "52                        5.057  América do Sul  \n",
       "53                        5.057  América do Sul  \n",
       "54                        5.057  América do Sul  \n",
       "55                        5.057  América do Sul  \n",
       "56                        5.057  América do Sul  \n",
       "57                        5.057  América do Sul  \n",
       "58                        5.057  América do Sul  \n",
       "59                        5.057  América do Sul  \n",
       "60                        5.057  América do Sul  \n",
       "61                        5.057  América do Sul  \n",
       "62                        5.057  América do Sul  \n",
       "63                        5.057  América do Sul  \n",
       "64                        5.057  América do Sul  \n",
       "65                        5.057  América do Sul  \n",
       "66                        5.057  América do Sul  \n",
       "67                        5.057  América do Sul  \n",
       "68                        5.057  América do Sul  \n",
       "69                        5.057  América do Sul  \n",
       "70                        5.057  América do Sul  \n",
       "71                        5.057  América do Sul  \n",
       "72                        5.057  América do Sul  \n",
       "73                        5.057  América do Sul  \n",
       "74                        5.057  América do Sul  \n",
       "75                        5.057  América do Sul  \n",
       "76                        5.057  América do Sul  \n",
       "77                        5.057  América do Sul  \n",
       "78                        5.057  América do Sul  \n",
       "79                        5.057  América do Sul  \n",
       "80                        5.057  América do Sul  \n",
       "81                        5.057  América do Sul  \n",
       "82                        5.057  América do Sul  \n",
       "83                        5.057  América do Sul  \n",
       "84                        5.057  América do Sul  \n",
       "85                        5.057  América do Sul  \n",
       "86                        5.057  América do Sul  \n",
       "87                        5.057  América do Sul  \n",
       "88                        5.057  América do Sul  \n",
       "89                        5.057  América do Sul  \n",
       "90                        5.057  América do Sul  \n",
       "91                        5.057  América do Sul  \n",
       "92                        5.057  América do Sul  \n",
       "93                        5.057  América do Sul  \n",
       "94                        5.057  América do Sul  \n",
       "95                        5.057  América do Sul  \n",
       "96                        5.057  América do Sul  \n",
       "97                        5.057  América do Sul  \n",
       "98                        5.057  América do Sul  \n",
       "99                        5.057  América do Sul  \n",
       "100                     100.259          África  \n",
       "101                     100.259          África  \n",
       "102                     100.259          África  \n",
       "103                     100.259          África  \n",
       "104                     100.259          África  \n",
       "105                     100.259          África  \n",
       "106                     100.259          África  \n",
       "107                     100.259          África  \n",
       "108                     100.259          África  \n",
       "109                     100.259          África  \n",
       "110                     100.259          África  \n",
       "111                     100.259          África  \n",
       "112                     100.259          África  \n",
       "113                     100.259          África  \n",
       "114                     100.259          África  \n",
       "115                     100.259          África  \n",
       "116                     100.259          África  \n",
       "117                     100.259          África  \n",
       "118                     100.259          África  \n",
       "119                     100.259          África  \n",
       "120                     100.259          África  \n",
       "121                     100.259          África  \n",
       "122                     100.259          África  \n",
       "123                     100.259          África  \n",
       "124                     100.259          África  \n",
       "125                     100.259          África  \n",
       "126                     100.259          África  \n",
       "127                     100.259          África  \n",
       "128                     100.259          África  \n",
       "129                     100.259          África  \n",
       "130                     100.259          África  \n",
       "131                     100.259          África  \n",
       "132                     100.259          África  \n",
       "133                     100.259          África  \n",
       "134                     100.259          África  \n",
       "135                     100.259          África  \n",
       "136                     100.259          África  \n",
       "137                     100.259          África  \n",
       "138                     100.259          África  \n",
       "139                     100.259          África  \n",
       "140                     100.259          África  \n",
       "141                     100.259          África  \n",
       "142                     100.259          África  \n",
       "143                     100.259          África  \n",
       "144                     100.259          África  \n",
       "145                     100.259          África  \n",
       "146                     100.259          África  \n",
       "147                     100.259          África  \n",
       "148                     100.259          África  \n",
       "149                     100.259          África  \n",
       "150                      63.250          África  \n",
       "151                      63.250          África  \n",
       "152                      63.250          África  \n",
       "153                      63.250          África  \n",
       "154                      63.250          África  \n",
       "155                      63.250          África  \n",
       "156                      63.250          África  \n",
       "157                      63.250          África  \n",
       "158                      63.250          África  \n",
       "159                      63.250          África  \n",
       "160                      63.250          África  \n",
       "161                      63.250          África  \n",
       "162                      63.250          África  \n",
       "163                      63.250          África  \n",
       "164                      63.250          África  \n",
       "165                      63.250          África  \n",
       "166                      63.250          África  \n",
       "167                      63.250          África  \n",
       "168                      63.250          África  \n",
       "169                      63.250          África  \n",
       "170                      63.250          África  \n",
       "171                      63.250          África  \n",
       "172                      63.250          África  \n",
       "173                      63.250          África  \n",
       "174                      63.250          África  \n",
       "175                      63.250          África  \n",
       "176                      63.250          África  \n",
       "177                      63.250          África  \n",
       "178                      63.250          África  \n",
       "179                      63.250          África  \n",
       "180                      63.250          África  \n",
       "181                      63.250          África  \n",
       "182                      63.250          África  \n",
       "183                      63.250          África  \n",
       "184                      63.250          África  \n",
       "185                      63.250          África  \n",
       "186                      63.250          África  \n",
       "187                      63.250          África  \n",
       "188                      63.250          África  \n",
       "189                      63.250          África  \n",
       "190                      63.250          África  \n",
       "191                      63.250          África  \n",
       "192                      63.250          África  \n",
       "193                      63.250          África  \n",
       "194                      63.250          África  \n",
       "195                      63.250          África  \n",
       "196                      63.250          África  \n",
       "197                      63.250          África  \n",
       "198                      63.250          África  \n",
       "199                      63.250          África  \n",
       "200                       0.909          Europa  \n",
       "201                       0.909          Europa  \n",
       "202                       0.909          Europa  \n",
       "203                       0.909          Europa  \n",
       "204                       0.909          Europa  \n",
       "205                       0.909          Europa  \n",
       "206                       0.909          Europa  \n",
       "207                       0.909          Europa  \n",
       "208                       0.909          Europa  \n",
       "209                       0.909          Europa  \n",
       "210                       0.909          Europa  \n",
       "211                       0.909          Europa  \n",
       "212                       0.909          Europa  \n",
       "213                       0.909          Europa  \n",
       "214                       0.909          Europa  \n",
       "215                       0.909          Europa  \n",
       "216                       0.909          Europa  \n",
       "217                       0.909          Europa  \n",
       "218                       0.909          Europa  \n",
       "219                       0.909          Europa  \n",
       "220                       0.909          Europa  \n",
       "221                       0.909          Europa  \n",
       "222                       0.909          Europa  \n",
       "223                       0.909          Europa  \n",
       "224                       0.909          Europa  \n",
       "225                       0.909          Europa  \n",
       "226                       0.909          Europa  \n",
       "227                       0.909          Europa  \n",
       "228                       0.909          Europa  \n",
       "229                       0.909          Europa  \n",
       "230                       0.909          Europa  \n",
       "231                       0.909          Europa  \n",
       "232                       0.909          Europa  \n",
       "233                       0.909          Europa  \n",
       "234                       0.909          Europa  \n",
       "235                       0.909          Europa  \n",
       "236                       0.909          Europa  \n",
       "237                       0.909          Europa  \n",
       "238                       0.909          Europa  \n",
       "239                       0.909          Europa  \n",
       "240                       0.909          Europa  \n",
       "241                       0.909          Europa  \n",
       "242                       0.909          Europa  \n",
       "243                       0.909          Europa  \n",
       "244                       0.909          Europa  \n",
       "245                       0.909          Europa  \n",
       "246                       0.909          Europa  \n",
       "247                       0.909          Europa  \n",
       "248                       0.909          Europa  \n",
       "249                       0.909          Europa  "
      ]
     },
     "execution_count": 118,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cplp"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fd8d42bf",
   "metadata": {},
   "source": [
    "### Visualização, análise e sumarização dos dados"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a897d710",
   "metadata": {},
   "source": [
    "Análise de preços por país e categoria"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 119,
   "id": "3657fac0",
   "metadata": {},
   "outputs": [],
   "source": [
    "#Classificação por Categoria e país\n",
    "dash1=cplp.groupby(['Categoria', 'País'])['Preço (USD)'].sum().reset_index(name='Preço Global').sort_values(by='Preço Global', ascending =False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 120,
   "id": "4bad10b2",
   "metadata": {
    "scrolled": true
   },
   "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>Categoria</th>\n",
       "      <th>País</th>\n",
       "      <th>Preço Global</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>Transporte</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>32939.960</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>Transporte</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>29758.930</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>Transporte</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>26648.440</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>Transporte</td>\n",
       "      <td>Angola</td>\n",
       "      <td>20982.790</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>Transporte</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>19849.670</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Habitação</td>\n",
       "      <td>Angola</td>\n",
       "      <td>17819.380</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Habitação</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>9368.780</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>Habitação</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>9315.360</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Habitação</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>4350.590</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>Salários</td>\n",
       "      <td>Angola</td>\n",
       "      <td>3301.620</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Habitação</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>2805.720</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>Salários</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>1090.880</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>Vestuário</td>\n",
       "      <td>Angola</td>\n",
       "      <td>737.330</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>Salários</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>424.930</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>Salários</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>301.590</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>Vestuário</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>286.260</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>Vestuário</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>275.230</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>Serviços</td>\n",
       "      <td>Angola</td>\n",
       "      <td>264.560</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>Vestuário</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>255.700</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>Salários</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>245.620</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>Vestuário</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>217.530</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>Serviços</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>196.115</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>Serviços</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>161.810</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>Serviços</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>139.980</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>Serviços</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>95.610</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Angola</td>\n",
       "      <td>86.740</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Desporto</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>85.380</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>76.220</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>70.410</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>59.120</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Desporto</td>\n",
       "      <td>Angola</td>\n",
       "      <td>56.750</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Desporto</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>50.700</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>49.540</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Desporto</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>47.850</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>47.490</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Angola</td>\n",
       "      <td>43.430</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>37.620</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Desporto</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>36.810</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>34.330</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>33.430</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>Recreação</td>\n",
       "      <td>Portugal</td>\n",
       "      <td>13.310</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Recreação</td>\n",
       "      <td>Cabo Verde</td>\n",
       "      <td>10.270</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Recreação</td>\n",
       "      <td>Brasil</td>\n",
       "      <td>8.900</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Recreação</td>\n",
       "      <td>Moçambique</td>\n",
       "      <td>8.680</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Recreação</td>\n",
       "      <td>Angola</td>\n",
       "      <td>7.880</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                    Categoria        País  Preço Global\n",
       "38                 Transporte  Moçambique     32939.960\n",
       "39                 Transporte    Portugal     29758.930\n",
       "37                 Transporte  Cabo Verde     26648.440\n",
       "35                 Transporte      Angola     20982.790\n",
       "36                 Transporte      Brasil     19849.670\n",
       "10                  Habitação      Angola     17819.380\n",
       "14                  Habitação    Portugal      9368.780\n",
       "13                  Habitação  Moçambique      9315.360\n",
       "11                  Habitação      Brasil      4350.590\n",
       "25                   Salários      Angola      3301.620\n",
       "12                  Habitação  Cabo Verde      2805.720\n",
       "29                   Salários    Portugal      1090.880\n",
       "40                  Vestuário      Angola       737.330\n",
       "26                   Salários      Brasil       424.930\n",
       "27                   Salários  Cabo Verde       301.590\n",
       "42                  Vestuário  Cabo Verde       286.260\n",
       "44                  Vestuário    Portugal       275.230\n",
       "30                   Serviços      Angola       264.560\n",
       "43                  Vestuário  Moçambique       255.700\n",
       "28                   Salários  Moçambique       245.620\n",
       "41                  Vestuário      Brasil       217.530\n",
       "33                   Serviços  Moçambique       196.115\n",
       "34                   Serviços    Portugal       161.810\n",
       "32                   Serviços  Cabo Verde       139.980\n",
       "31                   Serviços      Brasil        95.610\n",
       "20               Restaurantes      Angola        86.740\n",
       "8                    Desporto  Moçambique        85.380\n",
       "23               Restaurantes  Moçambique        76.220\n",
       "24               Restaurantes    Portugal        70.410\n",
       "22               Restaurantes  Cabo Verde        59.120\n",
       "5                    Desporto      Angola        56.750\n",
       "9                    Desporto    Portugal        50.700\n",
       "3   Alimentos (supermercados)  Moçambique        49.540\n",
       "6                    Desporto      Brasil        47.850\n",
       "21               Restaurantes      Brasil        47.490\n",
       "0   Alimentos (supermercados)      Angola        43.430\n",
       "2   Alimentos (supermercados)  Cabo Verde        37.620\n",
       "7                    Desporto  Cabo Verde        36.810\n",
       "1   Alimentos (supermercados)      Brasil        34.330\n",
       "4   Alimentos (supermercados)    Portugal        33.430\n",
       "19                  Recreação    Portugal        13.310\n",
       "17                  Recreação  Cabo Verde        10.270\n",
       "16                  Recreação      Brasil         8.900\n",
       "18                  Recreação  Moçambique         8.680\n",
       "15                  Recreação      Angola         7.880"
      ]
     },
     "execution_count": 120,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dash1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 121,
   "id": "a49d95bc",
   "metadata": {},
   "outputs": [
    {
     "data": {
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\n",
      "text/plain": [
       "<Figure size 1600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# configurando as cores para cada país\n",
    "cores=[]\n",
    "for i in dash1['País']:\n",
    "    if i =='Angola':\n",
    "        cores.append('red')\n",
    "    elif i == 'Brasil':\n",
    "        cores.append('yellow')\n",
    "    elif i == 'Cabo Verde':\n",
    "        cores.append('blue')\n",
    "    elif i == 'Moçambique':\n",
    "        cores.append('green')\n",
    "    else:\n",
    "        cores.append('darkred')\n",
    "\n",
    "\n",
    "#configurando o gráfico\n",
    "mpl.figure(figsize =(16,6))\n",
    "sb.barplot(x='Categoria', y='Preço Global', hue='País', data=dash1, palette=cores).set(title='Distribuição de Preços por Categoria e País')\n",
    "mpl.xticks(rotation = 25)\n",
    "mpl.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a2e1f068",
   "metadata": {},
   "source": [
    "Análise global de preços por categoria"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 122,
   "id": "4012431f",
   "metadata": {},
   "outputs": [],
   "source": [
    "dash2=cplp.groupby(['Categoria'])['Preço (USD)'].sum().reset_index(name='Preços').sort_values(by='Preços', ascending =False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 123,
   "id": "600e20c9",
   "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>Categoria</th>\n",
       "      <th>Preços</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Transporte</td>\n",
       "      <td>130179.790</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Habitação</td>\n",
       "      <td>43659.830</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Salários</td>\n",
       "      <td>5364.640</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Vestuário</td>\n",
       "      <td>1772.050</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Serviços</td>\n",
       "      <td>858.075</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Restaurantes</td>\n",
       "      <td>339.980</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Desporto</td>\n",
       "      <td>277.490</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Alimentos (supermercados)</td>\n",
       "      <td>198.350</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Recreação</td>\n",
       "      <td>49.040</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                   Categoria      Preços\n",
       "7                 Transporte  130179.790\n",
       "2                  Habitação   43659.830\n",
       "5                   Salários    5364.640\n",
       "8                  Vestuário    1772.050\n",
       "6                   Serviços     858.075\n",
       "4               Restaurantes     339.980\n",
       "1                   Desporto     277.490\n",
       "0  Alimentos (supermercados)     198.350\n",
       "3                  Recreação      49.040"
      ]
     },
     "execution_count": 123,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dash2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 125,
   "id": "4461b406",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#configurando o gráfico\n",
    "dsh2plot=sb.barplot(y='Categoria', x='Preços', data=dash2, palette='tab10')\n",
    "dsh2plot.bar_label(dsh2plot.containers[0])\n",
    "sb.set(rc={'figure.figsize':(16,6)}, font_scale=1)\n",
    "sb.set_style({'axes.facecolor':'white', 'grid.color': '.5', 'font.family':'Times New Roman'})\n",
    "dsh2plot.set(title='Preços por Categoria');"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "dba34dbf",
   "metadata": {},
   "source": [
    "### Considerações finais"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e4891f62",
   "metadata": {},
   "source": [
    "Sobre os preços na CPLP:\n",
    "    1. A média de salários em Angola é mais alta, o que amortiza, em certa medida, o acesso a produtos e serviços. Tal situação, no entanto, não se verifica em Moçambique que, muito próximo dos números globais de Angola, é o país com a média de salários mais baixa da comunidade.\n",
    "    2. Um outro ponto de realce é a relação entre o poder da moeda e o preço de bens e serviços. Para cada unidade de um bem ou serviço comprado em Kwanzas (AOA), é possível adquirir oito do mesmo em Meticais (MZN).\n",
    "\n",
    "Sobre o OCR, pelo menos para o modelo em português (por.traineddata), foram verificadas algumas leituras imprecisas. Mas a margem de imprecisão foi baixa, tornando-a, por isso, num recurso imprescindível para extração de informações em imagens. "
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "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": "3.9.13"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}