notebooks/05-graficos-interativos-com-plotly.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import plotly.express as px"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Obter base de dados de imigração para o Canadá\n",
    "df = pd.read_csv('../dados/canadian_immegration_data.csv')\n",
    "\n",
    "# Transformar a coluna 'Country' em índice no data frame\n",
    "df.set_index('Country', inplace=True)\n",
    "\n",
    "# Criar lista com anos de 1980 a 2013 em forma de string\n",
    "anos = list(map(str, range(1980, 2014)))\n",
    "\n",
    "# Obter os dados de imigração do Brasil de 1980 a 2013\n",
    "brasil = df.loc['Brazil', anos]\n",
    "\n",
    "# Criar Dictionary com os dados de imigração do Brasil\n",
    "brasil_dict = {\n",
    "    'ano': brasil.index.tolist(),\n",
    "    'imigracao': brasil.values.tolist()\n",
    "}\n",
    "\n",
    "# Criar DataFrame com os dados de imigração do Brasil\n",
    "dados_brasil = pd.DataFrame(brasil_dict)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "config": {
        "plotlyServerURL": "https://plot.ly"
       },
       "data": [
        {
         "hovertemplate": "ano=%{x}<br>imigracao=%{y}<extra></extra>",
         "legendgroup": "",
         "line": {
          "color": "green",
          "dash": "solid",
          "width": 2.5
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "lines",
         "name": "",
         "orientation": "v",
         "showlegend": false,
         "type": "scatter",
         "x": [
          "1980",
          "1981",
          "1982",
          "1983",
          "1984",
          "1985",
          "1986",
          "1987",
          "1988",
          "1989",
          "1990",
          "1991",
          "1992",
          "1993",
          "1994",
          "1995",
          "1996",
          "1997",
          "1998",
          "1999",
          "2000",
          "2001",
          "2002",
          "2003",
          "2004",
          "2005",
          "2006",
          "2007",
          "2008",
          "2009",
          "2010",
          "2011",
          "2012",
          "2013"
         ],
         "xaxis": "x",
         "y": [
          211,
          220,
          192,
          139,
          145,
          130,
          205,
          244,
          394,
          650,
          650,
          877,
          1066,
          866,
          566,
          572,
          586,
          591,
          531,
          626,
          845,
          847,
          745,
          839,
          917,
          969,
          1181,
          1746,
          2138,
          2509,
          2598,
          1508,
          1642,
          1714
         ],
         "yaxis": "y"
        }
       ],
       "layout": {
        "font": {
         "color": "gray",
         "family": "Arial",
         "size": 12
        },
        "height": 600,
        "legend": {
         "tracegroupgap": 0
        },
        "template": {
         "data": {
          "bar": [
           {
            "error_x": {
             "color": "#2a3f5f"
            },
            "error_y": {
             "color": "#2a3f5f"
            },
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             },
             "pattern": {
              "fillmode": "overlay",
              "size": 10,
              "solidity": 0.2
             }
            },
            "type": "bar"
           }
          ],
          "barpolar": [
           {
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             },
             "pattern": {
              "fillmode": "overlay",
              "size": 10,
              "solidity": 0.2
             }
            },
            "type": "barpolar"
           }
          ],
          "carpet": [
           {
            "aaxis": {
             "endlinecolor": "#2a3f5f",
             "gridcolor": "white",
             "linecolor": "white",
             "minorgridcolor": "white",
             "startlinecolor": "#2a3f5f"
            },
            "baxis": {
             "endlinecolor": "#2a3f5f",
             "gridcolor": "white",
             "linecolor": "white",
             "minorgridcolor": "white",
             "startlinecolor": "#2a3f5f"
            },
            "type": "carpet"
           }
          ],
          "choropleth": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "choropleth"
           }
          ],
          "contour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "contour"
           }
          ],
          "contourcarpet": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "contourcarpet"
           }
          ],
          "heatmap": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmap"
           }
          ],
          "heatmapgl": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmapgl"
           }
          ],
          "histogram": [
           {
            "marker": {
             "pattern": {
              "fillmode": "overlay",
              "size": 10,
              "solidity": 0.2
             }
            },
            "type": "histogram"
           }
          ],
          "histogram2d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2d"
           }
          ],
          "histogram2dcontour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2dcontour"
           }
          ],
          "mesh3d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "mesh3d"
           }
          ],
          "parcoords": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "parcoords"
           }
          ],
          "pie": [
           {
            "automargin": true,
            "type": "pie"
           }
          ],
          "scatter": [
           {
            "fillpattern": {
             "fillmode": "overlay",
             "size": 10,
             "solidity": 0.2
            },
            "type": "scatter"
           }
          ],
          "scatter3d": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatter3d"
           }
          ],
          "scattercarpet": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattercarpet"
           }
          ],
          "scattergeo": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattergeo"
           }
          ],
          "scattergl": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattergl"
           }
          ],
          "scattermapbox": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattermapbox"
           }
          ],
          "scatterpolar": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterpolar"
           }
          ],
          "scatterpolargl": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterpolargl"
           }
          ],
          "scatterternary": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterternary"
           }
          ],
          "surface": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "surface"
           }
          ],
          "table": [
           {
            "cells": {
             "fill": {
              "color": "#EBF0F8"
             },
             "line": {
              "color": "white"
             }
            },
            "header": {
             "fill": {
              "color": "#C8D4E3"
             },
             "line": {
              "color": "white"
             }
            },
            "type": "table"
           }
          ]
         },
         "layout": {
          "annotationdefaults": {
           "arrowcolor": "#2a3f5f",
           "arrowhead": 0,
           "arrowwidth": 1
          },
          "autotypenumbers": "strict",
          "coloraxis": {
           "colorbar": {
            "outlinewidth": 0,
            "ticks": ""
           }
          },
          "colorscale": {
           "diverging": [
            [
             0,
             "#8e0152"
            ],
            [
             0.1,
             "#c51b7d"
            ],
            [
             0.2,
             "#de77ae"
            ],
            [
             0.3,
             "#f1b6da"
            ],
            [
             0.4,
             "#fde0ef"
            ],
            [
             0.5,
             "#f7f7f7"
            ],
            [
             0.6,
             "#e6f5d0"
            ],
            [
             0.7,
             "#b8e186"
            ],
            [
             0.8,
             "#7fbc41"
            ],
            [
             0.9,
             "#4d9221"
            ],
            [
             1,
             "#276419"
            ]
           ],
           "sequential": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ],
           "sequentialminus": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ]
          },
          "colorway": [
           "#636efa",
           "#EF553B",
           "#00cc96",
           "#ab63fa",
           "#FFA15A",
           "#19d3f3",
           "#FF6692",
           "#B6E880",
           "#FF97FF",
           "#FECB52"
          ],
          "font": {
           "color": "#2a3f5f"
          },
          "geo": {
           "bgcolor": "white",
           "lakecolor": "white",
           "landcolor": "#E5ECF6",
           "showlakes": true,
           "showland": true,
           "subunitcolor": "white"
          },
          "hoverlabel": {
           "align": "left"
          },
          "hovermode": "closest",
          "mapbox": {
           "style": "light"
          },
          "paper_bgcolor": "white",
          "plot_bgcolor": "#E5ECF6",
          "polar": {
           "angularaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "radialaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "scene": {
           "xaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "yaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "zaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           }
          },
          "shapedefaults": {
           "line": {
            "color": "#2a3f5f"
           }
          },
          "ternary": {
           "aaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "baxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "caxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "title": {
           "x": 0.05
          },
          "xaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          },
          "yaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          }
         }
        },
        "title": {
         "font": {
          "color": "black",
          "family": "Arial",
          "size": 20
         },
         "text": "Imigração do Brasil para o Canadá de 1980 a 2013"
        },
        "width": 800,
        "xaxis": {
         "anchor": "y",
         "domain": [
          0,
          1
         ],
         "tickangle": -45,
         "title": {
          "text": "Ano"
         }
        },
        "yaxis": {
         "anchor": "x",
         "domain": [
          0,
          1
         ],
         "title": {
          "text": "Número de Imigrantes"
         }
        }
       }
      }
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Criar gráfico interativo com os dados de imigração do Brasil para o Canadá\n",
    "figure = px.line(dados_brasil, x='ano', y='imigracao',\n",
    "                 title='Imigração do Brasil para o Canadá de 1980 a 2013')\n",
    "\n",
    "figure.update_traces(line_color='green', line_width=2.5)\n",
    "\n",
    "figure.update_layout(width=800, height=600,\n",
    "                     xaxis={'tickangle': -45, 'title': 'Ano'},\n",
    "                     yaxis={'title': 'Número de Imigrantes'},\n",
    "                     font_family='Arial',\n",
    "                     font_size=12,\n",
    "                     font_color='gray',\n",
    "                     title_font_family='Arial',\n",
    "                     title_font_size=20,\n",
    "                     title_font_color='black'\n",
    "                     )\n",
    "figure.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th>Country</th>\n",
       "      <th>Guyana</th>\n",
       "      <th>Colombia</th>\n",
       "      <th>Peru</th>\n",
       "      <th>Brazil</th>\n",
       "      <th>Chile</th>\n",
       "      <th>Venezuela (Bolivarian Republic of)</th>\n",
       "      <th>Argentina</th>\n",
       "      <th>Ecuador</th>\n",
       "      <th>Uruguay</th>\n",
       "      <th>Bolivia (Plurinational State of)</th>\n",
       "      <th>Paraguay</th>\n",
       "      <th>Suriname</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1980</th>\n",
       "      <td>2334</td>\n",
       "      <td>266</td>\n",
       "      <td>317</td>\n",
       "      <td>211</td>\n",
       "      <td>1233</td>\n",
       "      <td>103</td>\n",
       "      <td>368</td>\n",
       "      <td>238</td>\n",
       "      <td>128</td>\n",
       "      <td>44</td>\n",
       "      <td>45</td>\n",
       "      <td>15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1981</th>\n",
       "      <td>2943</td>\n",
       "      <td>326</td>\n",
       "      <td>456</td>\n",
       "      <td>220</td>\n",
       "      <td>1069</td>\n",
       "      <td>117</td>\n",
       "      <td>426</td>\n",
       "      <td>207</td>\n",
       "      <td>132</td>\n",
       "      <td>52</td>\n",
       "      <td>26</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1982</th>\n",
       "      <td>3575</td>\n",
       "      <td>360</td>\n",
       "      <td>401</td>\n",
       "      <td>192</td>\n",
       "      <td>1078</td>\n",
       "      <td>174</td>\n",
       "      <td>626</td>\n",
       "      <td>184</td>\n",
       "      <td>146</td>\n",
       "      <td>42</td>\n",
       "      <td>32</td>\n",
       "      <td>21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1983</th>\n",
       "      <td>2650</td>\n",
       "      <td>244</td>\n",
       "      <td>241</td>\n",
       "      <td>139</td>\n",
       "      <td>781</td>\n",
       "      <td>124</td>\n",
       "      <td>241</td>\n",
       "      <td>155</td>\n",
       "      <td>105</td>\n",
       "      <td>49</td>\n",
       "      <td>40</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1984</th>\n",
       "      <td>1932</td>\n",
       "      <td>235</td>\n",
       "      <td>306</td>\n",
       "      <td>145</td>\n",
       "      <td>681</td>\n",
       "      <td>142</td>\n",
       "      <td>237</td>\n",
       "      <td>179</td>\n",
       "      <td>90</td>\n",
       "      <td>38</td>\n",
       "      <td>48</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "Country  Guyana  Colombia  Peru  Brazil  Chile  \\\n",
       "1980       2334       266   317     211   1233   \n",
       "1981       2943       326   456     220   1069   \n",
       "1982       3575       360   401     192   1078   \n",
       "1983       2650       244   241     139    781   \n",
       "1984       1932       235   306     145    681   \n",
       "\n",
       "Country  Venezuela (Bolivarian Republic of)  Argentina  Ecuador  Uruguay  \\\n",
       "1980                                    103        368      238      128   \n",
       "1981                                    117        426      207      132   \n",
       "1982                                    174        626      184      146   \n",
       "1983                                    124        241      155      105   \n",
       "1984                                    142        237      179       90   \n",
       "\n",
       "Country  Bolivia (Plurinational State of)  Paraguay  Suriname  \n",
       "1980                                   44        45        15  \n",
       "1981                                   52        26        10  \n",
       "1982                                   42        32        21  \n",
       "1983                                   49        40        12  \n",
       "1984                                   38        48         5  "
      ]
     },
     "execution_count": 40,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Obter países da américa do sul\n",
    "america_do_sul = df.query('Region == \"South America\"')\n",
    "america_do_sul = america_do_sul.sort_values(\n",
    "    'Total', ascending=False).sort_values('Total', ascending=False)\n",
    "\n",
    "# Remover colunas desnecessárias e transpor o DataFrame\n",
    "america_do_sul_clean = america_do_sul.drop(\n",
    "    ['Continent', 'Region', 'DevName', 'Total'], axis=1).T\n",
    "\n",
    "america_do_sul_clean.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "config": {
        "plotlyServerURL": "https://plot.ly"
       },
       "data": [
        {
         "hovertemplate": "País: %{fullData.name}<br>Ano: %{x}<br>Imigrantes: %{y}",
         "legendgroup": "Guyana",
         "line": {
          "color": "#636efa",
          "dash": "solid",
          "width": 2.5
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "lines+markers",
         "name": "Guyana",
         "orientation": "v",
         "showlegend": true,
         "type": "scatter",
         "x": [
          "1980",
          "1981",
          "1982",
          "1983",
          "1984",
          "1985",
          "1986",
          "1987",
          "1988",
          "1989",
          "1990",
          "1991",
          "1992",
          "1993",
          "1994",
          "1995",
          "1996",
          "1997",
          "1998",
          "1999",
          "2000",
          "2001",
          "2002",
          "2003",
          "2004",
          "2005",
          "2006",
          "2007",
          "2008",
          "2009",
          "2010",
          "2011",
          "2012",
          "2013"
         ],
         "xaxis": "x",
         "y": [
          2334,
          2943,
          3575,
          2650,
          1932,
          2299,
          3942,
          6174,
          2977,
          3270,
          2824,
          3266,
          2932,
          3399,
          4181,
          3935,
          2324,
          1795,
          1238,
          1366,
          1308,
          1707,
          1479,
          1410,
          1341,
          1215,
          1286,
          1277,
          1137,
          1180,
          953,
          804,
          676,
          656
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "País: %{fullData.name}<br>Ano: %{x}<br>Imigrantes: %{y}",
         "legendgroup": "Colombia",
         "line": {
          "color": "#EF553B",
          "dash": "solid",
          "width": 2.5
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "lines+markers",
         "name": "Colombia",
         "orientation": "v",
         "showlegend": true,
         "type": "scatter",
         "x": [
          "1980",
          "1981",
          "1982",
          "1983",
          "1984",
          "1985",
          "1986",
          "1987",
          "1988",
          "1989",
          "1990",
          "1991",
          "1992",
          "1993",
          "1994",
          "1995",
          "1996",
          "1997",
          "1998",
          "1999",
          "2000",
          "2001",
          "2002",
          "2003",
          "2004",
          "2005",
          "2006",
          "2007",
          "2008",
          "2009",
          "2010",
          "2011",
          "2012",
          "2013"
         ],
         "xaxis": "x",
         "y": [
          266,
          326,
          360,
          244,
          235,
          214,
          257,
          376,
          352,
          439,
          614,
          652,
          582,
          464,
          375,
          371,
          381,
          578,
          929,
          1306,
          2259,
          2965,
          3283,
          4318,
          4566,
          6424,
          6535,
          5357,
          5452,
          4652,
          5218,
          4366,
          3741,
          3631
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "País: %{fullData.name}<br>Ano: %{x}<br>Imigrantes: %{y}",
         "legendgroup": "Peru",
         "line": {
          "color": "#00cc96",
          "dash": "solid",
          "width": 2.5
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "lines+markers",
         "name": "Peru",
         "orientation": "v",
         "showlegend": true,
         "type": "scatter",
         "x": [
          "1980",
          "1981",
          "1982",
          "1983",
          "1984",
          "1985",
          "1986",
          "1987",
          "1988",
          "1989",
          "1990",
          "1991",
          "1992",
          "1993",
          "1994",
          "1995",
          "1996",
          "1997",
          "1998",
          "1999",
          "2000",
          "2001",
          "2002",
          "2003",
          "2004",
          "2005",
          "2006",
          "2007",
          "2008",
          "2009",
          "2010",
          "2011",
          "2012",
          "2013"
         ],
         "xaxis": "x",
         "y": [
          317,
          456,
          401,
          241,
          306,
          328,
          628,
          843,
          1237,
          1667,
          1384,
          1522,
          1632,
          1274,
          993,
          827,
          845,
          676,
          493,
          560,
          603,
          849,
          855,
          1023,
          1460,
          1653,
          1473,
          1490,
          1094,
          1884,
          1283,
          886,
          787,
          682
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "País: %{fullData.name}<br>Ano: %{x}<br>Imigrantes: %{y}",
         "legendgroup": "Brazil",
         "line": {
          "color": "#ab63fa",
          "dash": "solid",
          "width": 2.5
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "lines+markers",
         "name": "Brazil",
         "orientation": "v",
         "showlegend": true,
         "type": "scatter",
         "x": [
          "1980",
          "1981",
          "1982",
          "1983",
          "1984",
          "1985",
          "1986",
          "1987",
          "1988",
          "1989",
          "1990",
          "1991",
          "1992",
          "1993",
          "1994",
          "1995",
          "1996",
          "1997",
          "1998",
          "1999",
          "2000",
          "2001",
          "2002",
          "2003",
          "2004",
          "2005",
          "2006",
          "2007",
          "2008",
          "2009",
          "2010",
          "2011",
          "2012",
          "2013"
         ],
         "xaxis": "x",
         "y": [
          211,
          220,
          192,
          139,
          145,
          130,
          205,
          244,
          394,
          650,
          650,
          877,
          1066,
          866,
          566,
          572,
          586,
          591,
          531,
          626,
          845,
          847,
          745,
          839,
          917,
          969,
          1181,
          1746,
          2138,
          2509,
          2598,
          1508,
          1642,
          1714
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "País: %{fullData.name}<br>Ano: %{x}<br>Imigrantes: %{y}",
         "legendgroup": "Chile",
         "line": {
          "color": "#FFA15A",
          "dash": "solid",
          "width": 2.5
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "lines+markers",
         "name": "Chile",
         "orientation": "v",
         "showlegend": true,
         "type": "scatter",
         "x": [
          "1980",
          "1981",
          "1982",
          "1983",
          "1984",
          "1985",
          "1986",
          "1987",
          "1988",
          "1989",
          "1990",
          "1991",
          "1992",
          "1993",
          "1994",
          "1995",
          "1996",
          "1997",
          "1998",
          "1999",
          "2000",
          "2001",
          "2002",
          "2003",
          "2004",
          "2005",
          "2006",
          "2007",
          "2008",
          "2009",
          "2010",
          "2011",
          "2012",
          "2013"
         ],
         "xaxis": "x",
         "y": [
          1233,
          1069,
          1078,
          781,
          681,
          533,
          633,
          1454,
          990,
          1023,
          1286,
          1749,
          1175,
          697,
          352,
          273,
          244,
          325,
          376,
          397,
          366,
          369,
          401,
          347,
          383,
          384,
          427,
          530,
          350,
          375,
          340,
          174,
          291,
          273
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "País: %{fullData.name}<br>Ano: %{x}<br>Imigrantes: %{y}",
         "legendgroup": "Venezuela (Bolivarian Republic of)",
         "line": {
          "color": "#19d3f3",
          "dash": "solid",
          "width": 2.5
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "lines+markers",
         "name": "Venezuela (Bolivarian Republic of)",
         "orientation": "v",
         "showlegend": true,
         "type": "scatter",
         "x": [
          "1980",
          "1981",
          "1982",
          "1983",
          "1984",
          "1985",
          "1986",
          "1987",
          "1988",
          "1989",
          "1990",
          "1991",
          "1992",
          "1993",
          "1994",
          "1995",
          "1996",
          "1997",
          "1998",
          "1999",
          "2000",
          "2001",
          "2002",
          "2003",
          "2004",
          "2005",
          "2006",
          "2007",
          "2008",
          "2009",
          "2010",
          "2011",
          "2012",
          "2013"
         ],
         "xaxis": "x",
         "y": [
          103,
          117,
          174,
          124,
          142,
          165,
          179,
          229,
          279,
          304,
          344,
          487,
          610,
          490,
          334,
          402,
          520,
          686,
          489,
          464,
          443,
          560,
          524,
          699,
          1224,
          1211,
          1192,
          1335,
          1239,
          1353,
          998,
          1452,
          1373,
          1022
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "País: %{fullData.name}<br>Ano: %{x}<br>Imigrantes: %{y}",
         "legendgroup": "Argentina",
         "line": {
          "color": "#FF6692",
          "dash": "solid",
          "width": 2.5
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "lines+markers",
         "name": "Argentina",
         "orientation": "v",
         "showlegend": true,
         "type": "scatter",
         "x": [
          "1980",
          "1981",
          "1982",
          "1983",
          "1984",
          "1985",
          "1986",
          "1987",
          "1988",
          "1989",
          "1990",
          "1991",
          "1992",
          "1993",
          "1994",
          "1995",
          "1996",
          "1997",
          "1998",
          "1999",
          "2000",
          "2001",
          "2002",
          "2003",
          "2004",
          "2005",
          "2006",
          "2007",
          "2008",
          "2009",
          "2010",
          "2011",
          "2012",
          "2013"
         ],
         "xaxis": "x",
         "y": [
          368,
          426,
          626,
          241,
          237,
          196,
          213,
          519,
          374,
          538,
          678,
          763,
          1023,
          1022,
          366,
          380,
          396,
          391,
          349,
          318,
          427,
          635,
          865,
          1745,
          1591,
          1153,
          847,
          620,
          540,
          467,
          459,
          278,
          263,
          282
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "País: %{fullData.name}<br>Ano: %{x}<br>Imigrantes: %{y}",
         "legendgroup": "Ecuador",
         "line": {
          "color": "#B6E880",
          "dash": "solid",
          "width": 2.5
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "lines+markers",
         "name": "Ecuador",
         "orientation": "v",
         "showlegend": true,
         "type": "scatter",
         "x": [
          "1980",
          "1981",
          "1982",
          "1983",
          "1984",
          "1985",
          "1986",
          "1987",
          "1988",
          "1989",
          "1990",
          "1991",
          "1992",
          "1993",
          "1994",
          "1995",
          "1996",
          "1997",
          "1998",
          "1999",
          "2000",
          "2001",
          "2002",
          "2003",
          "2004",
          "2005",
          "2006",
          "2007",
          "2008",
          "2009",
          "2010",
          "2011",
          "2012",
          "2013"
         ],
         "xaxis": "x",
         "y": [
          238,
          207,
          184,
          155,
          179,
          208,
          240,
          344,
          265,
          278,
          552,
          643,
          644,
          547,
          431,
          368,
          310,
          317,
          295,
          291,
          342,
          353,
          418,
          361,
          417,
          491,
          525,
          419,
          437,
          373,
          353,
          348,
          282,
          418
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "País: %{fullData.name}<br>Ano: %{x}<br>Imigrantes: %{y}",
         "legendgroup": "Uruguay",
         "line": {
          "color": "#FF97FF",
          "dash": "solid",
          "width": 2.5
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "lines+markers",
         "name": "Uruguay",
         "orientation": "v",
         "showlegend": true,
         "type": "scatter",
         "x": [
          "1980",
          "1981",
          "1982",
          "1983",
          "1984",
          "1985",
          "1986",
          "1987",
          "1988",
          "1989",
          "1990",
          "1991",
          "1992",
          "1993",
          "1994",
          "1995",
          "1996",
          "1997",
          "1998",
          "1999",
          "2000",
          "2001",
          "2002",
          "2003",
          "2004",
          "2005",
          "2006",
          "2007",
          "2008",
          "2009",
          "2010",
          "2011",
          "2012",
          "2013"
         ],
         "xaxis": "x",
         "y": [
          128,
          132,
          146,
          105,
          90,
          92,
          137,
          269,
          99,
          144,
          111,
          229,
          299,
          437,
          125,
          164,
          171,
          117,
          87,
          93,
          75,
          64,
          91,
          103,
          130,
          217,
          175,
          147,
          160,
          99,
          93,
          81,
          47,
          58
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "País: %{fullData.name}<br>Ano: %{x}<br>Imigrantes: %{y}",
         "legendgroup": "Bolivia (Plurinational State of)",
         "line": {
          "color": "#FECB52",
          "dash": "solid",
          "width": 2.5
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "lines+markers",
         "name": "Bolivia (Plurinational State of)",
         "orientation": "v",
         "showlegend": true,
         "type": "scatter",
         "x": [
          "1980",
          "1981",
          "1982",
          "1983",
          "1984",
          "1985",
          "1986",
          "1987",
          "1988",
          "1989",
          "1990",
          "1991",
          "1992",
          "1993",
          "1994",
          "1995",
          "1996",
          "1997",
          "1998",
          "1999",
          "2000",
          "2001",
          "2002",
          "2003",
          "2004",
          "2005",
          "2006",
          "2007",
          "2008",
          "2009",
          "2010",
          "2011",
          "2012",
          "2013"
         ],
         "xaxis": "x",
         "y": [
          44,
          52,
          42,
          49,
          38,
          44,
          79,
          165,
          63,
          68,
          71,
          214,
          247,
          180,
          75,
          61,
          96,
          43,
          33,
          42,
          33,
          72,
          57,
          59,
          85,
          134,
          139,
          107,
          143,
          214,
          180,
          86,
          83,
          107
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "País: %{fullData.name}<br>Ano: %{x}<br>Imigrantes: %{y}",
         "legendgroup": "Paraguay",
         "line": {
          "color": "#636efa",
          "dash": "solid",
          "width": 2.5
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "lines+markers",
         "name": "Paraguay",
         "orientation": "v",
         "showlegend": true,
         "type": "scatter",
         "x": [
          "1980",
          "1981",
          "1982",
          "1983",
          "1984",
          "1985",
          "1986",
          "1987",
          "1988",
          "1989",
          "1990",
          "1991",
          "1992",
          "1993",
          "1994",
          "1995",
          "1996",
          "1997",
          "1998",
          "1999",
          "2000",
          "2001",
          "2002",
          "2003",
          "2004",
          "2005",
          "2006",
          "2007",
          "2008",
          "2009",
          "2010",
          "2011",
          "2012",
          "2013"
         ],
         "xaxis": "x",
         "y": [
          45,
          26,
          32,
          40,
          48,
          36,
          34,
          72,
          53,
          48,
          56,
          51,
          94,
          75,
          46,
          39,
          38,
          30,
          25,
          34,
          29,
          34,
          60,
          88,
          74,
          75,
          88,
          98,
          95,
          88,
          89,
          83,
          55,
          66
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "País: %{fullData.name}<br>Ano: %{x}<br>Imigrantes: %{y}",
         "legendgroup": "Suriname",
         "line": {
          "color": "#EF553B",
          "dash": "solid",
          "width": 2.5
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "lines+markers",
         "name": "Suriname",
         "orientation": "v",
         "showlegend": true,
         "type": "scatter",
         "x": [
          "1980",
          "1981",
          "1982",
          "1983",
          "1984",
          "1985",
          "1986",
          "1987",
          "1988",
          "1989",
          "1990",
          "1991",
          "1992",
          "1993",
          "1994",
          "1995",
          "1996",
          "1997",
          "1998",
          "1999",
          "2000",
          "2001",
          "2002",
          "2003",
          "2004",
          "2005",
          "2006",
          "2007",
          "2008",
          "2009",
          "2010",
          "2011",
          "2012",
          "2013"
         ],
         "xaxis": "x",
         "y": [
          15,
          10,
          21,
          12,
          5,
          16,
          7,
          46,
          16,
          24,
          26,
          13,
          53,
          51,
          32,
          58,
          51,
          35,
          22,
          11,
          16,
          22,
          22,
          22,
          17,
          15,
          16,
          20,
          9,
          12,
          13,
          11,
          16,
          4
         ],
         "yaxis": "y"
        }
       ],
       "layout": {
        "font": {
         "color": "gray",
         "family": "Arial",
         "size": 12
        },
        "height": 600,
        "legend": {
         "title": {
          "text": "Países da América do Sul"
         },
         "tracegroupgap": 0
        },
        "template": {
         "data": {
          "bar": [
           {
            "error_x": {
             "color": "#2a3f5f"
            },
            "error_y": {
             "color": "#2a3f5f"
            },
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             },
             "pattern": {
              "fillmode": "overlay",
              "size": 10,
              "solidity": 0.2
             }
            },
            "type": "bar"
           }
          ],
          "barpolar": [
           {
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             },
             "pattern": {
              "fillmode": "overlay",
              "size": 10,
              "solidity": 0.2
             }
            },
            "type": "barpolar"
           }
          ],
          "carpet": [
           {
            "aaxis": {
             "endlinecolor": "#2a3f5f",
             "gridcolor": "white",
             "linecolor": "white",
             "minorgridcolor": "white",
             "startlinecolor": "#2a3f5f"
            },
            "baxis": {
             "endlinecolor": "#2a3f5f",
             "gridcolor": "white",
             "linecolor": "white",
             "minorgridcolor": "white",
             "startlinecolor": "#2a3f5f"
            },
            "type": "carpet"
           }
          ],
          "choropleth": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "choropleth"
           }
          ],
          "contour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "contour"
           }
          ],
          "contourcarpet": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "contourcarpet"
           }
          ],
          "heatmap": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmap"
           }
          ],
          "heatmapgl": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmapgl"
           }
          ],
          "histogram": [
           {
            "marker": {
             "pattern": {
              "fillmode": "overlay",
              "size": 10,
              "solidity": 0.2
             }
            },
            "type": "histogram"
           }
          ],
          "histogram2d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2d"
           }
          ],
          "histogram2dcontour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2dcontour"
           }
          ],
          "mesh3d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "mesh3d"
           }
          ],
          "parcoords": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "parcoords"
           }
          ],
          "pie": [
           {
            "automargin": true,
            "type": "pie"
           }
          ],
          "scatter": [
           {
            "fillpattern": {
             "fillmode": "overlay",
             "size": 10,
             "solidity": 0.2
            },
            "type": "scatter"
           }
          ],
          "scatter3d": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatter3d"
           }
          ],
          "scattercarpet": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattercarpet"
           }
          ],
          "scattergeo": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattergeo"
           }
          ],
          "scattergl": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattergl"
           }
          ],
          "scattermapbox": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattermapbox"
           }
          ],
          "scatterpolar": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterpolar"
           }
          ],
          "scatterpolargl": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterpolargl"
           }
          ],
          "scatterternary": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterternary"
           }
          ],
          "surface": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "surface"
           }
          ],
          "table": [
           {
            "cells": {
             "fill": {
              "color": "#EBF0F8"
             },
             "line": {
              "color": "white"
             }
            },
            "header": {
             "fill": {
              "color": "#C8D4E3"
             },
             "line": {
              "color": "white"
             }
            },
            "type": "table"
           }
          ]
         },
         "layout": {
          "annotationdefaults": {
           "arrowcolor": "#2a3f5f",
           "arrowhead": 0,
           "arrowwidth": 1
          },
          "autotypenumbers": "strict",
          "coloraxis": {
           "colorbar": {
            "outlinewidth": 0,
            "ticks": ""
           }
          },
          "colorscale": {
           "diverging": [
            [
             0,
             "#8e0152"
            ],
            [
             0.1,
             "#c51b7d"
            ],
            [
             0.2,
             "#de77ae"
            ],
            [
             0.3,
             "#f1b6da"
            ],
            [
             0.4,
             "#fde0ef"
            ],
            [
             0.5,
             "#f7f7f7"
            ],
            [
             0.6,
             "#e6f5d0"
            ],
            [
             0.7,
             "#b8e186"
            ],
            [
             0.8,
             "#7fbc41"
            ],
            [
             0.9,
             "#4d9221"
            ],
            [
             1,
             "#276419"
            ]
           ],
           "sequential": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ],
           "sequentialminus": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ]
          },
          "colorway": [
           "#636efa",
           "#EF553B",
           "#00cc96",
           "#ab63fa",
           "#FFA15A",
           "#19d3f3",
           "#FF6692",
           "#B6E880",
           "#FF97FF",
           "#FECB52"
          ],
          "font": {
           "color": "#2a3f5f"
          },
          "geo": {
           "bgcolor": "white",
           "lakecolor": "white",
           "landcolor": "#E5ECF6",
           "showlakes": true,
           "showland": true,
           "subunitcolor": "white"
          },
          "hoverlabel": {
           "align": "left"
          },
          "hovermode": "closest",
          "mapbox": {
           "style": "light"
          },
          "paper_bgcolor": "white",
          "plot_bgcolor": "#E5ECF6",
          "polar": {
           "angularaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "radialaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "scene": {
           "xaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "yaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "zaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           }
          },
          "shapedefaults": {
           "line": {
            "color": "#2a3f5f"
           }
          },
          "ternary": {
           "aaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "baxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "caxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "title": {
           "x": 0.05
          },
          "xaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          },
          "yaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          }
         }
        },
        "title": {
         "font": {
          "color": "black",
          "family": "Arial",
          "size": 20
         },
         "text": "Imigração de países da América do Sul para o Canadá (1980 a 2013)"
        },
        "width": 1000,
        "xaxis": {
         "anchor": "y",
         "domain": [
          0,
          1
         ],
         "tickangle": -45,
         "title": {
          "text": "Ano"
         }
        },
        "yaxis": {
         "anchor": "x",
         "domain": [
          0,
          1
         ],
         "title": {
          "text": "Número de Imigrantes"
         }
        }
       }
      }
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Criar gráfico interativo com múltiplas linhas\n",
    "figure = px.line(america_do_sul_clean, \n",
    "                 x=america_do_sul_clean.index,\n",
    "                 y=america_do_sul_clean.columns, \n",
    "                 color='Country',\n",
    "                 title='Imigração de países da América do Sul para o Canadá (1980 a 2013)',\n",
    "                 markers=True)\n",
    "\n",
    "# Estilizar gráfico\n",
    "figure.update_layout(width=1000, height=600,\n",
    "                     xaxis={'tickangle': -45, 'title': 'Ano'},\n",
    "                     yaxis={'title': 'Número de Imigrantes'},\n",
    "                     font_family='Arial',\n",
    "                     font_size=12,\n",
    "                     font_color='gray',\n",
    "                     title_font_family='Arial',\n",
    "                     title_font_size=20,\n",
    "                     title_font_color='black',\n",
    "                     legend_title='Países da América do Sul'\n",
    "                     )\n",
    "\n",
    "# Modificar hover no gráfico\n",
    "figure.update_traces(\n",
    "    line_width=2.5,\n",
    "    hovertemplate='<br>'.join(['País: %{fullData.name}<br>Ano: %{x}<br>Imigrantes: %{y}'])\n",
    ")\n",
    "\n",
    "#Exportar gráfico para arquivo HTML\n",
    "figure.write_html(\n",
    "    '../resultados/america_do_sul_imigracao_para_canada.html', \n",
    "    full_html=False,\n",
    "    include_plotlyjs='cdn'\n",
    "    )\n",
    "\n",
    "figure.show()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.12.3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}