Lesson07/Exercise53.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "import plotly.express as px"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "url = 'https://raw.githubusercontent.com/TrainingByPackt/Interactive-Data-Visualization-with-Python/master/datasets/gym.csv'\n",
    "gym = pd.read_csv(url)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "config": {
        "plotlyServerURL": "https://plot.ly"
       },
       "data": [
        {
         "alignmentgroup": "True",
         "hoverlabel": {
          "namelength": 0
         },
         "hovertemplate": "sex=%{x}<br>weight=%{y}",
         "legendgroup": "",
         "marker": {
          "color": "#636efa"
         },
         "name": "",
         "notched": true,
         "offsetgroup": "",
         "orientation": "v",
         "showlegend": false,
         "type": "box",
         "x": [
          2,
          1,
          0,
          1,
          0,
          0,
          0,
          0,
          0,
          1,
          0,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          2,
          2,
          0,
          2,
          0,
          0,
          1,
          2,
          2,
          0,
          0,
          0,
          1,
          2,
          0,
          1,
          1,
          0,
          2,
          0,
          1,
          0,
          2,
          0,
          2,
          2,
          1,
          2,
          0,
          0,
          0,
          2,
          2,
          2,
          2,
          0,
          2,
          2,
          1,
          1,
          0,
          1,
          1,
          2,
          2,
          1,
          2,
          2,
          0,
          2,
          0,
          1,
          2,
          1,
          2,
          2,
          1,
          1,
          2,
          0,
          2,
          2,
          0,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          0,
          1,
          1,
          2,
          1,
          0,
          0,
          2,
          0,
          2,
          1,
          0,
          2,
          1,
          2,
          2,
          2,
          0,
          2,
          2,
          0,
          1,
          0,
          1,
          2,
          0,
          1,
          1,
          1,
          0,
          0,
          2,
          0,
          2,
          1,
          2,
          2,
          0,
          2,
          2,
          2,
          2,
          0,
          2,
          1,
          2,
          0,
          1,
          0,
          1,
          1,
          1,
          1,
          1,
          2,
          0,
          2,
          2,
          2,
          0,
          0,
          1,
          1,
          2,
          2,
          2,
          2,
          1,
          2,
          0,
          0,
          2,
          2,
          2,
          2,
          2,
          2,
          0,
          1,
          1,
          2,
          0,
          1,
          1,
          1,
          2,
          0,
          1,
          1,
          0,
          2,
          1,
          1,
          1,
          1,
          1,
          0,
          2,
          0,
          0,
          2,
          1,
          0,
          0,
          2,
          0,
          0,
          1,
          2,
          1,
          1,
          0,
          0,
          2,
          1,
          1,
          1,
          0,
          2,
          2,
          1,
          2,
          0,
          1,
          0,
          0,
          1,
          1,
          1,
          2,
          1,
          2,
          2,
          2,
          0,
          0,
          0,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          0,
          1,
          0,
          2,
          2,
          1,
          1,
          2,
          0,
          0,
          0,
          2,
          1,
          1,
          1,
          1,
          0,
          2,
          2,
          0,
          1,
          2,
          0,
          2,
          0,
          2,
          2,
          0,
          0,
          2,
          0,
          1,
          0,
          0,
          1,
          1,
          1,
          1,
          0,
          1,
          1,
          0,
          2,
          0,
          2,
          2,
          2,
          2,
          0,
          0,
          2,
          2,
          2,
          1,
          2,
          1,
          1,
          0,
          1,
          0,
          2,
          2,
          1,
          2,
          0,
          0,
          2,
          2,
          1,
          0,
          2,
          1,
          2,
          1,
          2,
          2,
          0,
          1,
          2,
          1,
          1,
          2,
          1,
          0,
          0,
          0,
          2,
          0,
          0,
          2,
          1,
          0,
          1,
          1,
          1,
          2,
          1,
          2,
          1,
          0,
          1,
          1,
          0,
          0,
          1,
          0,
          1,
          1,
          2,
          2,
          1,
          0,
          2,
          2,
          0,
          0,
          2,
          1,
          1,
          2,
          2,
          0,
          1,
          1,
          1,
          0,
          0,
          1,
          2,
          0,
          2,
          1,
          2,
          2,
          0,
          0,
          0,
          2,
          1,
          1,
          0,
          0,
          1,
          2,
          2,
          1,
          2,
          1,
          0,
          0,
          2,
          0,
          1,
          1,
          1,
          0,
          2,
          2,
          2,
          0,
          0,
          0,
          2,
          2,
          2,
          2,
          1,
          0,
          1,
          1,
          1,
          0,
          2,
          2,
          2,
          0,
          1,
          2,
          0,
          0,
          2,
          2,
          2,
          0,
          1,
          0,
          1,
          0,
          0,
          0,
          2,
          2,
          0,
          2,
          1,
          2,
          0,
          0,
          2,
          0,
          1,
          1,
          0,
          1,
          2,
          0,
          2,
          0,
          2,
          2,
          1,
          2,
          0,
          2,
          1,
          1,
          2,
          1,
          1,
          0,
          0,
          2,
          0,
          1,
          1,
          1,
          1,
          2,
          1,
          0,
          2,
          1,
          0,
          0,
          1,
          2,
          1,
          2,
          1,
          1,
          0,
          2,
          1,
          0,
          0,
          1,
          1,
          2,
          2,
          0,
          2,
          1,
          1,
          2,
          0,
          2,
          1,
          0,
          1,
          2,
          2,
          2,
          2,
          0,
          1,
          1,
          1,
          1,
          1,
          1,
          0,
          0,
          2,
          1,
          0,
          1,
          0,
          2,
          0,
          0,
          1,
          2,
          0,
          1,
          0,
          2,
          1,
          0,
          1,
          0,
          1,
          2,
          2,
          0,
          2,
          2,
          2,
          1,
          0,
          1,
          0,
          2,
          1,
          2,
          1,
          0
         ],
         "x0": " ",
         "xaxis": "x",
         "y": [
          88,
          96,
          91,
          790,
          62,
          55,
          84,
          96,
          65,
          77,
          99,
          74,
          81,
          84,
          65,
          59,
          49,
          63,
          47,
          100,
          60,
          58,
          91,
          81,
          91,
          100,
          61,
          55,
          75,
          57,
          103,
          83,
          92,
          91,
          90,
          82,
          80,
          54,
          74,
          58,
          92,
          80,
          59,
          99,
          93,
          66,
          92,
          89,
          52,
          76,
          88,
          57,
          93,
          75,
          101,
          63,
          98,
          90,
          60,
          68,
          58,
          74,
          102,
          89,
          98,
          59,
          101,
          98,
          102,
          102,
          83,
          102,
          89,
          103,
          51,
          84,
          80,
          69,
          57,
          57,
          70,
          95,
          90,
          96,
          87,
          51,
          59,
          94,
          84,
          92,
          93,
          86,
          71,
          58,
          77,
          97,
          56,
          87,
          57,
          88,
          91,
          72,
          80,
          59,
          88,
          96,
          70,
          73,
          81,
          60,
          61,
          96,
          97,
          98,
          70,
          70,
          96,
          71,
          73,
          99,
          85,
          55,
          47,
          68,
          65,
          75,
          77,
          67,
          64,
          54,
          92,
          74,
          51,
          65,
          86,
          92,
          81,
          91,
          76,
          87,
          77,
          74,
          64,
          102,
          64,
          80,
          66,
          65,
          98,
          78,
          71,
          84,
          74,
          71,
          100,
          80,
          59,
          82,
          92,
          90,
          81,
          63,
          53,
          95,
          56,
          70,
          75,
          76,
          85,
          51,
          64,
          53,
          90,
          86,
          64,
          50,
          103,
          91,
          55,
          58,
          47,
          72,
          51,
          52,
          46,
          56,
          78,
          78,
          70,
          92,
          95,
          64,
          59,
          48,
          90,
          95,
          101,
          48,
          93,
          97,
          78,
          60,
          77,
          96,
          88,
          79,
          63,
          50,
          76,
          74,
          63,
          73,
          71,
          80,
          103,
          71,
          72,
          50,
          56,
          78,
          77,
          56,
          91,
          101,
          62,
          52,
          98,
          93,
          94,
          97,
          100,
          79,
          90,
          59,
          88,
          87,
          46,
          98,
          62,
          99,
          54,
          50,
          48,
          47,
          84,
          76,
          86,
          64,
          46,
          53,
          50,
          77,
          51,
          90,
          72,
          95,
          79,
          100,
          85,
          66,
          89,
          78,
          93,
          83,
          71,
          100,
          99,
          89,
          71,
          50,
          99,
          101,
          81,
          98,
          93,
          56,
          86,
          50,
          48,
          86,
          65,
          68,
          78,
          87,
          59,
          47,
          61,
          49,
          94,
          68,
          47,
          51,
          58,
          86,
          87,
          54,
          82,
          51,
          82,
          65,
          68,
          89,
          83,
          67,
          90,
          75,
          100,
          61,
          99,
          97,
          81,
          102,
          71,
          97,
          82,
          50,
          54,
          77,
          102,
          55,
          94,
          52,
          53,
          47,
          103,
          67,
          82,
          92,
          53,
          57,
          87,
          84,
          88,
          79,
          72,
          64,
          77,
          62,
          61,
          80,
          65,
          68,
          59,
          95,
          55,
          100,
          72,
          96,
          81,
          77,
          77,
          51,
          61,
          71,
          53,
          53,
          68,
          59,
          59,
          65,
          89,
          49,
          84,
          87,
          84,
          91,
          97,
          82,
          99,
          84,
          88,
          76,
          96,
          99,
          85,
          49,
          75,
          76,
          102,
          86,
          103,
          80,
          56,
          46,
          46,
          65,
          100,
          80,
          96,
          91,
          72,
          92,
          80,
          57,
          83,
          49,
          69,
          77,
          47,
          98,
          53,
          87,
          76,
          57,
          70,
          84,
          71,
          74,
          83,
          54,
          59,
          96,
          53,
          96,
          59,
          50,
          82,
          100,
          84,
          90,
          56,
          50,
          62,
          77,
          74,
          64,
          61,
          79,
          97,
          57,
          58,
          61,
          47,
          81,
          85,
          76,
          103,
          72,
          92,
          63,
          80,
          94,
          88,
          90,
          103,
          88,
          71,
          93,
          52,
          49,
          97,
          84,
          84,
          92,
          56,
          63,
          61,
          63,
          88,
          79,
          75,
          53,
          90,
          77,
          57,
          81,
          60,
          65,
          101,
          68,
          78,
          61,
          56,
          68,
          61,
          87,
          84,
          54,
          64,
          94,
          101,
          57,
          56,
          103,
          82,
          93,
          65,
          92,
          73,
          68,
          67,
          102,
          92,
          94,
          102,
          83,
          99,
          66,
          68,
          84,
          48,
          55,
          98,
          71,
          75,
          73,
          67,
          74,
          75,
          47,
          63,
          54,
          95,
          60,
          75,
          54,
          69,
          57,
          59,
          51,
          77,
          67,
          54,
          74,
          94,
          55,
          57,
          86,
          64,
          100,
          48,
          65,
          49,
          81,
          87,
          89,
          81,
          89,
          67,
          46,
          73,
          57,
          80
         ],
         "y0": " ",
         "yaxis": "y"
        }
       ],
       "layout": {
        "boxmode": "group",
        "height": 600,
        "legend": {
         "tracegroupgap": 0
        },
        "margin": {
         "t": 60
        },
        "template": {
         "data": {
          "bar": [
           {
            "error_x": {
             "color": "#2a3f5f"
            },
            "error_y": {
             "color": "#2a3f5f"
            },
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             }
            },
            "type": "bar"
           }
          ],
          "barpolar": [
           {
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             }
            },
            "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": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "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"
           }
          ],
          "scatter": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "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
          },
          "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": "",
           "zerolinecolor": "white",
           "zerolinewidth": 2
          },
          "yaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "zerolinecolor": "white",
           "zerolinewidth": 2
          }
         }
        },
        "xaxis": {
         "anchor": "y",
         "domain": [
          0,
          0.98
         ],
         "title": {
          "text": "sex"
         }
        },
        "yaxis": {
         "anchor": "x",
         "domain": [
          0,
          1
         ],
         "title": {
          "text": "weight"
         }
        }
       }
      },
      "text/html": [
       "<div>\n",
       "        \n",
       "        \n",
       "            <div id=\"08dc3739-1fe8-4f71-b00a-d6ad3bb8c4e9\" class=\"plotly-graph-div\" style=\"height:600px; width:100%;\"></div>\n",
       "            <script type=\"text/javascript\">\n",
       "                require([\"plotly\"], function(Plotly) {\n",
       "                    window.PLOTLYENV=window.PLOTLYENV || {};\n",
       "                    \n",
       "                if (document.getElementById(\"08dc3739-1fe8-4f71-b00a-d6ad3bb8c4e9\")) {\n",
       "                    Plotly.newPlot(\n",
       "                        '08dc3739-1fe8-4f71-b00a-d6ad3bb8c4e9',\n",
       "                        [{\"alignmentgroup\": \"True\", \"hoverlabel\": {\"namelength\": 0}, \"hovertemplate\": \"sex=%{x}<br>weight=%{y}\", \"legendgroup\": \"\", \"marker\": {\"color\": \"#636efa\"}, \"name\": \"\", \"notched\": true, \"offsetgroup\": \"\", \"orientation\": \"v\", \"showlegend\": false, \"type\": \"box\", \"x\": [2, 1, 0, 1, 0, 0, 0, 0, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 0, 2, 0, 0, 1, 2, 2, 0, 0, 0, 1, 2, 0, 1, 1, 0, 2, 0, 1, 0, 2, 0, 2, 2, 1, 2, 0, 0, 0, 2, 2, 2, 2, 0, 2, 2, 1, 1, 0, 1, 1, 2, 2, 1, 2, 2, 0, 2, 0, 1, 2, 1, 2, 2, 1, 1, 2, 0, 2, 2, 0, 2, 2, 2, 2, 2, 1, 1, 0, 1, 1, 2, 1, 0, 0, 2, 0, 2, 1, 0, 2, 1, 2, 2, 2, 0, 2, 2, 0, 1, 0, 1, 2, 0, 1, 1, 1, 0, 0, 2, 0, 2, 1, 2, 2, 0, 2, 2, 2, 2, 0, 2, 1, 2, 0, 1, 0, 1, 1, 1, 1, 1, 2, 0, 2, 2, 2, 0, 0, 1, 1, 2, 2, 2, 2, 1, 2, 0, 0, 2, 2, 2, 2, 2, 2, 0, 1, 1, 2, 0, 1, 1, 1, 2, 0, 1, 1, 0, 2, 1, 1, 1, 1, 1, 0, 2, 0, 0, 2, 1, 0, 0, 2, 0, 0, 1, 2, 1, 1, 0, 0, 2, 1, 1, 1, 0, 2, 2, 1, 2, 0, 1, 0, 0, 1, 1, 1, 2, 1, 2, 2, 2, 0, 0, 0, 2, 2, 2, 1, 2, 2, 2, 2, 2, 0, 1, 0, 2, 2, 1, 1, 2, 0, 0, 0, 2, 1, 1, 1, 1, 0, 2, 2, 0, 1, 2, 0, 2, 0, 2, 2, 0, 0, 2, 0, 1, 0, 0, 1, 1, 1, 1, 0, 1, 1, 0, 2, 0, 2, 2, 2, 2, 0, 0, 2, 2, 2, 1, 2, 1, 1, 0, 1, 0, 2, 2, 1, 2, 0, 0, 2, 2, 1, 0, 2, 1, 2, 1, 2, 2, 0, 1, 2, 1, 1, 2, 1, 0, 0, 0, 2, 0, 0, 2, 1, 0, 1, 1, 1, 2, 1, 2, 1, 0, 1, 1, 0, 0, 1, 0, 1, 1, 2, 2, 1, 0, 2, 2, 0, 0, 2, 1, 1, 2, 2, 0, 1, 1, 1, 0, 0, 1, 2, 0, 2, 1, 2, 2, 0, 0, 0, 2, 1, 1, 0, 0, 1, 2, 2, 1, 2, 1, 0, 0, 2, 0, 1, 1, 1, 0, 2, 2, 2, 0, 0, 0, 2, 2, 2, 2, 1, 0, 1, 1, 1, 0, 2, 2, 2, 0, 1, 2, 0, 0, 2, 2, 2, 0, 1, 0, 1, 0, 0, 0, 2, 2, 0, 2, 1, 2, 0, 0, 2, 0, 1, 1, 0, 1, 2, 0, 2, 0, 2, 2, 1, 2, 0, 2, 1, 1, 2, 1, 1, 0, 0, 2, 0, 1, 1, 1, 1, 2, 1, 0, 2, 1, 0, 0, 1, 2, 1, 2, 1, 1, 0, 2, 1, 0, 0, 1, 1, 2, 2, 0, 2, 1, 1, 2, 0, 2, 1, 0, 1, 2, 2, 2, 2, 0, 1, 1, 1, 1, 1, 1, 0, 0, 2, 1, 0, 1, 0, 2, 0, 0, 1, 2, 0, 1, 0, 2, 1, 0, 1, 0, 1, 2, 2, 0, 2, 2, 2, 1, 0, 1, 0, 2, 1, 2, 1, 0], \"x0\": \" \", \"xaxis\": \"x\", \"y\": [88, 96, 91, 790, 62, 55, 84, 96, 65, 77, 99, 74, 81, 84, 65, 59, 49, 63, 47, 100, 60, 58, 91, 81, 91, 100, 61, 55, 75, 57, 103, 83, 92, 91, 90, 82, 80, 54, 74, 58, 92, 80, 59, 99, 93, 66, 92, 89, 52, 76, 88, 57, 93, 75, 101, 63, 98, 90, 60, 68, 58, 74, 102, 89, 98, 59, 101, 98, 102, 102, 83, 102, 89, 103, 51, 84, 80, 69, 57, 57, 70, 95, 90, 96, 87, 51, 59, 94, 84, 92, 93, 86, 71, 58, 77, 97, 56, 87, 57, 88, 91, 72, 80, 59, 88, 96, 70, 73, 81, 60, 61, 96, 97, 98, 70, 70, 96, 71, 73, 99, 85, 55, 47, 68, 65, 75, 77, 67, 64, 54, 92, 74, 51, 65, 86, 92, 81, 91, 76, 87, 77, 74, 64, 102, 64, 80, 66, 65, 98, 78, 71, 84, 74, 71, 100, 80, 59, 82, 92, 90, 81, 63, 53, 95, 56, 70, 75, 76, 85, 51, 64, 53, 90, 86, 64, 50, 103, 91, 55, 58, 47, 72, 51, 52, 46, 56, 78, 78, 70, 92, 95, 64, 59, 48, 90, 95, 101, 48, 93, 97, 78, 60, 77, 96, 88, 79, 63, 50, 76, 74, 63, 73, 71, 80, 103, 71, 72, 50, 56, 78, 77, 56, 91, 101, 62, 52, 98, 93, 94, 97, 100, 79, 90, 59, 88, 87, 46, 98, 62, 99, 54, 50, 48, 47, 84, 76, 86, 64, 46, 53, 50, 77, 51, 90, 72, 95, 79, 100, 85, 66, 89, 78, 93, 83, 71, 100, 99, 89, 71, 50, 99, 101, 81, 98, 93, 56, 86, 50, 48, 86, 65, 68, 78, 87, 59, 47, 61, 49, 94, 68, 47, 51, 58, 86, 87, 54, 82, 51, 82, 65, 68, 89, 83, 67, 90, 75, 100, 61, 99, 97, 81, 102, 71, 97, 82, 50, 54, 77, 102, 55, 94, 52, 53, 47, 103, 67, 82, 92, 53, 57, 87, 84, 88, 79, 72, 64, 77, 62, 61, 80, 65, 68, 59, 95, 55, 100, 72, 96, 81, 77, 77, 51, 61, 71, 53, 53, 68, 59, 59, 65, 89, 49, 84, 87, 84, 91, 97, 82, 99, 84, 88, 76, 96, 99, 85, 49, 75, 76, 102, 86, 103, 80, 56, 46, 46, 65, 100, 80, 96, 91, 72, 92, 80, 57, 83, 49, 69, 77, 47, 98, 53, 87, 76, 57, 70, 84, 71, 74, 83, 54, 59, 96, 53, 96, 59, 50, 82, 100, 84, 90, 56, 50, 62, 77, 74, 64, 61, 79, 97, 57, 58, 61, 47, 81, 85, 76, 103, 72, 92, 63, 80, 94, 88, 90, 103, 88, 71, 93, 52, 49, 97, 84, 84, 92, 56, 63, 61, 63, 88, 79, 75, 53, 90, 77, 57, 81, 60, 65, 101, 68, 78, 61, 56, 68, 61, 87, 84, 54, 64, 94, 101, 57, 56, 103, 82, 93, 65, 92, 73, 68, 67, 102, 92, 94, 102, 83, 99, 66, 68, 84, 48, 55, 98, 71, 75, 73, 67, 74, 75, 47, 63, 54, 95, 60, 75, 54, 69, 57, 59, 51, 77, 67, 54, 74, 94, 55, 57, 86, 64, 100, 48, 65, 49, 81, 87, 89, 81, 89, 67, 46, 73, 57, 80], \"y0\": \" \", \"yaxis\": \"y\"}],\n",
       "                        {\"boxmode\": \"group\", \"height\": 600, \"legend\": {\"tracegroupgap\": 0}, \"margin\": {\"t\": 60}, \"template\": {\"data\": {\"bar\": [{\"error_x\": {\"color\": \"#2a3f5f\"}, \"error_y\": {\"color\": \"#2a3f5f\"}, \"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"bar\"}], \"barpolar\": [{\"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"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\": [[0.0, \"#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\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#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\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#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\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"histogram\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"histogram\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#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\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#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\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"scatter\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"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\": [[0.0, \"#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\"], [1.0, \"#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}, \"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\": [[0.0, \"#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\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#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\"], [1.0, \"#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\": \"\", \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}}}, \"xaxis\": {\"anchor\": \"y\", \"domain\": [0.0, 0.98], \"title\": {\"text\": \"sex\"}}, \"yaxis\": {\"anchor\": \"x\", \"domain\": [0.0, 1.0], \"title\": {\"text\": \"weight\"}}},\n",
       "                        {\"responsive\": true}\n",
       "                    ).then(function(){\n",
       "                            \n",
       "var gd = document.getElementById('08dc3739-1fe8-4f71-b00a-d6ad3bb8c4e9');\n",
       "var x = new MutationObserver(function (mutations, observer) {{\n",
       "        var display = window.getComputedStyle(gd).display;\n",
       "        if (!display || display === 'none') {{\n",
       "            console.log([gd, 'removed!']);\n",
       "            Plotly.purge(gd);\n",
       "            observer.disconnect();\n",
       "        }}\n",
       "}});\n",
       "\n",
       "// Listen for the removal of the full notebook cells\n",
       "var notebookContainer = gd.closest('#notebook-container');\n",
       "if (notebookContainer) {{\n",
       "    x.observe(notebookContainer, {childList: true});\n",
       "}}\n",
       "\n",
       "// Listen for the clearing of the current output cell\n",
       "var outputEl = gd.closest('.output');\n",
       "if (outputEl) {{\n",
       "    x.observe(outputEl, {childList: true});\n",
       "}}\n",
       "\n",
       "                        })\n",
       "                };\n",
       "                });\n",
       "            </script>\n",
       "        </div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = px.box(gym, x = 'sex', y = 'weight', notched = True)\n",
    "fig.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "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>age</th>\n",
       "      <th>weight</th>\n",
       "      <th>sex</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>29</td>\n",
       "      <td>88</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>45</td>\n",
       "      <td>96</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>35</td>\n",
       "      <td>91</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>27</td>\n",
       "      <td>62</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>58</td>\n",
       "      <td>55</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   age  weight  sex\n",
       "0   29      88    2\n",
       "1   45      96    1\n",
       "2   35      91    0\n",
       "4   27      62    0\n",
       "5   58      55    0"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "gym = gym[gym['weight'] <104]\n",
    "gym.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "config": {
        "plotlyServerURL": "https://plot.ly"
       },
       "data": [
        {
         "alignmentgroup": "True",
         "hoverlabel": {
          "namelength": 0
         },
         "hovertemplate": "sex=%{x}<br>weight=%{y}",
         "legendgroup": "",
         "marker": {
          "color": "#636efa"
         },
         "name": "",
         "notched": true,
         "offsetgroup": "",
         "orientation": "v",
         "showlegend": false,
         "type": "box",
         "x": [
          2,
          1,
          0,
          0,
          0,
          0,
          0,
          0,
          1,
          0,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          1,
          2,
          2,
          0,
          2,
          0,
          0,
          1,
          2,
          2,
          0,
          0,
          0,
          1,
          2,
          0,
          1,
          1,
          0,
          2,
          0,
          1,
          0,
          2,
          0,
          2,
          2,
          1,
          2,
          0,
          0,
          0,
          2,
          2,
          2,
          2,
          0,
          2,
          2,
          1,
          1,
          0,
          1,
          1,
          2,
          2,
          1,
          2,
          2,
          0,
          2,
          0,
          1,
          2,
          1,
          2,
          2,
          1,
          1,
          2,
          0,
          2,
          2,
          0,
          2,
          2,
          2,
          2,
          2,
          1,
          1,
          0,
          1,
          1,
          2,
          1,
          0,
          0,
          2,
          0,
          2,
          1,
          0,
          2,
          1,
          2,
          2,
          2,
          0,
          2,
          2,
          0,
          1,
          0,
          1,
          2,
          0,
          1,
          1,
          1,
          0,
          0,
          2,
          0,
          2,
          1,
          2,
          2,
          0,
          2,
          2,
          2,
          2,
          0,
          2,
          1,
          2,
          0,
          1,
          0,
          1,
          1,
          1,
          1,
          1,
          2,
          0,
          2,
          2,
          2,
          0,
          0,
          1,
          1,
          2,
          2,
          2,
          2,
          1,
          2,
          0,
          0,
          2,
          2,
          2,
          2,
          2,
          2,
          0,
          1,
          1,
          2,
          0,
          1,
          1,
          1,
          2,
          0,
          1,
          1,
          0,
          2,
          1,
          1,
          1,
          1,
          1,
          0,
          2,
          0,
          0,
          2,
          1,
          0,
          0,
          2,
          0,
          0,
          1,
          2,
          1,
          1,
          0,
          0,
          2,
          1,
          1,
          1,
          0,
          2,
          2,
          1,
          2,
          0,
          1,
          0,
          0,
          1,
          1,
          1,
          2,
          1,
          2,
          2,
          2,
          0,
          0,
          0,
          2,
          2,
          2,
          1,
          2,
          2,
          2,
          2,
          2,
          0,
          1,
          0,
          2,
          2,
          1,
          1,
          2,
          0,
          0,
          0,
          2,
          1,
          1,
          1,
          1,
          0,
          2,
          2,
          0,
          1,
          2,
          0,
          2,
          0,
          2,
          2,
          0,
          0,
          2,
          0,
          1,
          0,
          0,
          1,
          1,
          1,
          1,
          0,
          1,
          1,
          0,
          2,
          0,
          2,
          2,
          2,
          2,
          0,
          0,
          2,
          2,
          2,
          1,
          2,
          1,
          1,
          0,
          1,
          0,
          2,
          2,
          1,
          2,
          0,
          0,
          2,
          2,
          1,
          0,
          2,
          1,
          2,
          1,
          2,
          2,
          0,
          1,
          2,
          1,
          1,
          2,
          1,
          0,
          0,
          0,
          2,
          0,
          0,
          2,
          1,
          0,
          1,
          1,
          1,
          2,
          1,
          2,
          1,
          0,
          1,
          1,
          0,
          0,
          1,
          0,
          1,
          1,
          2,
          2,
          1,
          0,
          2,
          2,
          0,
          0,
          2,
          1,
          1,
          2,
          2,
          0,
          1,
          1,
          1,
          0,
          0,
          1,
          2,
          0,
          2,
          1,
          2,
          2,
          0,
          0,
          0,
          2,
          1,
          1,
          0,
          0,
          1,
          2,
          2,
          1,
          2,
          1,
          0,
          0,
          2,
          0,
          1,
          1,
          1,
          0,
          2,
          2,
          2,
          0,
          0,
          0,
          2,
          2,
          2,
          2,
          1,
          0,
          1,
          1,
          1,
          0,
          2,
          2,
          2,
          0,
          1,
          2,
          0,
          0,
          2,
          2,
          2,
          0,
          1,
          0,
          1,
          0,
          0,
          0,
          2,
          2,
          0,
          2,
          1,
          2,
          0,
          0,
          2,
          0,
          1,
          1,
          0,
          1,
          2,
          0,
          2,
          0,
          2,
          2,
          1,
          2,
          0,
          2,
          1,
          1,
          2,
          1,
          1,
          0,
          0,
          2,
          0,
          1,
          1,
          1,
          1,
          2,
          1,
          0,
          2,
          1,
          0,
          0,
          1,
          2,
          1,
          2,
          1,
          1,
          0,
          2,
          1,
          0,
          0,
          1,
          1,
          2,
          2,
          0,
          2,
          1,
          1,
          2,
          0,
          2,
          1,
          0,
          1,
          2,
          2,
          2,
          2,
          0,
          1,
          1,
          1,
          1,
          1,
          1,
          0,
          0,
          2,
          1,
          0,
          1,
          0,
          2,
          0,
          0,
          1,
          2,
          0,
          1,
          0,
          2,
          1,
          0,
          1,
          0,
          1,
          2,
          2,
          0,
          2,
          2,
          2,
          1,
          0,
          1,
          0,
          2,
          1,
          2,
          1,
          0
         ],
         "x0": " ",
         "xaxis": "x",
         "y": [
          88,
          96,
          91,
          62,
          55,
          84,
          96,
          65,
          77,
          99,
          74,
          81,
          84,
          65,
          59,
          49,
          63,
          47,
          100,
          60,
          58,
          91,
          81,
          91,
          100,
          61,
          55,
          75,
          57,
          103,
          83,
          92,
          91,
          90,
          82,
          80,
          54,
          74,
          58,
          92,
          80,
          59,
          99,
          93,
          66,
          92,
          89,
          52,
          76,
          88,
          57,
          93,
          75,
          101,
          63,
          98,
          90,
          60,
          68,
          58,
          74,
          102,
          89,
          98,
          59,
          101,
          98,
          102,
          102,
          83,
          102,
          89,
          103,
          51,
          84,
          80,
          69,
          57,
          57,
          70,
          95,
          90,
          96,
          87,
          51,
          59,
          94,
          84,
          92,
          93,
          86,
          71,
          58,
          77,
          97,
          56,
          87,
          57,
          88,
          91,
          72,
          80,
          59,
          88,
          96,
          70,
          73,
          81,
          60,
          61,
          96,
          97,
          98,
          70,
          70,
          96,
          71,
          73,
          99,
          85,
          55,
          47,
          68,
          65,
          75,
          77,
          67,
          64,
          54,
          92,
          74,
          51,
          65,
          86,
          92,
          81,
          91,
          76,
          87,
          77,
          74,
          64,
          102,
          64,
          80,
          66,
          65,
          98,
          78,
          71,
          84,
          74,
          71,
          100,
          80,
          59,
          82,
          92,
          90,
          81,
          63,
          53,
          95,
          56,
          70,
          75,
          76,
          85,
          51,
          64,
          53,
          90,
          86,
          64,
          50,
          103,
          91,
          55,
          58,
          47,
          72,
          51,
          52,
          46,
          56,
          78,
          78,
          70,
          92,
          95,
          64,
          59,
          48,
          90,
          95,
          101,
          48,
          93,
          97,
          78,
          60,
          77,
          96,
          88,
          79,
          63,
          50,
          76,
          74,
          63,
          73,
          71,
          80,
          103,
          71,
          72,
          50,
          56,
          78,
          77,
          56,
          91,
          101,
          62,
          52,
          98,
          93,
          94,
          97,
          100,
          79,
          90,
          59,
          88,
          87,
          46,
          98,
          62,
          99,
          54,
          50,
          48,
          47,
          84,
          76,
          86,
          64,
          46,
          53,
          50,
          77,
          51,
          90,
          72,
          95,
          79,
          100,
          85,
          66,
          89,
          78,
          93,
          83,
          71,
          100,
          99,
          89,
          71,
          50,
          99,
          101,
          81,
          98,
          93,
          56,
          86,
          50,
          48,
          86,
          65,
          68,
          78,
          87,
          59,
          47,
          61,
          49,
          94,
          68,
          47,
          51,
          58,
          86,
          87,
          54,
          82,
          51,
          82,
          65,
          68,
          89,
          83,
          67,
          90,
          75,
          100,
          61,
          99,
          97,
          81,
          102,
          71,
          97,
          82,
          50,
          54,
          77,
          102,
          55,
          94,
          52,
          53,
          47,
          103,
          67,
          82,
          92,
          53,
          57,
          87,
          84,
          88,
          79,
          72,
          64,
          77,
          62,
          61,
          80,
          65,
          68,
          59,
          95,
          55,
          100,
          72,
          96,
          81,
          77,
          77,
          51,
          61,
          71,
          53,
          53,
          68,
          59,
          59,
          65,
          89,
          49,
          84,
          87,
          84,
          91,
          97,
          82,
          99,
          84,
          88,
          76,
          96,
          99,
          85,
          49,
          75,
          76,
          102,
          86,
          103,
          80,
          56,
          46,
          46,
          65,
          100,
          80,
          96,
          91,
          72,
          92,
          80,
          57,
          83,
          49,
          69,
          77,
          47,
          98,
          53,
          87,
          76,
          57,
          70,
          84,
          71,
          74,
          83,
          54,
          59,
          96,
          53,
          96,
          59,
          50,
          82,
          100,
          84,
          90,
          56,
          50,
          62,
          77,
          74,
          64,
          61,
          79,
          97,
          57,
          58,
          61,
          47,
          81,
          85,
          76,
          103,
          72,
          92,
          63,
          80,
          94,
          88,
          90,
          103,
          88,
          71,
          93,
          52,
          49,
          97,
          84,
          84,
          92,
          56,
          63,
          61,
          63,
          88,
          79,
          75,
          53,
          90,
          77,
          57,
          81,
          60,
          65,
          101,
          68,
          78,
          61,
          56,
          68,
          61,
          87,
          84,
          54,
          64,
          94,
          101,
          57,
          56,
          103,
          82,
          93,
          65,
          92,
          73,
          68,
          67,
          102,
          92,
          94,
          102,
          83,
          99,
          66,
          68,
          84,
          48,
          55,
          98,
          71,
          75,
          73,
          67,
          74,
          75,
          47,
          63,
          54,
          95,
          60,
          75,
          54,
          69,
          57,
          59,
          51,
          77,
          67,
          54,
          74,
          94,
          55,
          57,
          86,
          64,
          100,
          48,
          65,
          49,
          81,
          87,
          89,
          81,
          89,
          67,
          46,
          73,
          57,
          80
         ],
         "y0": " ",
         "yaxis": "y"
        }
       ],
       "layout": {
        "boxmode": "group",
        "height": 600,
        "legend": {
         "tracegroupgap": 0
        },
        "margin": {
         "t": 60
        },
        "template": {
         "data": {
          "bar": [
           {
            "error_x": {
             "color": "#2a3f5f"
            },
            "error_y": {
             "color": "#2a3f5f"
            },
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             }
            },
            "type": "bar"
           }
          ],
          "barpolar": [
           {
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             }
            },
            "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": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "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"
           }
          ],
          "scatter": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "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
          },
          "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": "",
           "zerolinecolor": "white",
           "zerolinewidth": 2
          },
          "yaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "zerolinecolor": "white",
           "zerolinewidth": 2
          }
         }
        },
        "xaxis": {
         "anchor": "y",
         "domain": [
          0,
          0.98
         ],
         "title": {
          "text": "sex"
         }
        },
        "yaxis": {
         "anchor": "x",
         "domain": [
          0,
          1
         ],
         "title": {
          "text": "weight"
         }
        }
       }
      },
      "text/html": [
       "<div>\n",
       "        \n",
       "        \n",
       "            <div id=\"94e66f94-22ee-4b62-9aa0-728a8a60b66a\" class=\"plotly-graph-div\" style=\"height:600px; width:100%;\"></div>\n",
       "            <script type=\"text/javascript\">\n",
       "                require([\"plotly\"], function(Plotly) {\n",
       "                    window.PLOTLYENV=window.PLOTLYENV || {};\n",
       "                    \n",
       "                if (document.getElementById(\"94e66f94-22ee-4b62-9aa0-728a8a60b66a\")) {\n",
       "                    Plotly.newPlot(\n",
       "                        '94e66f94-22ee-4b62-9aa0-728a8a60b66a',\n",
       "                        [{\"alignmentgroup\": \"True\", \"hoverlabel\": {\"namelength\": 0}, \"hovertemplate\": \"sex=%{x}<br>weight=%{y}\", \"legendgroup\": \"\", \"marker\": {\"color\": \"#636efa\"}, \"name\": \"\", \"notched\": true, \"offsetgroup\": \"\", \"orientation\": \"v\", \"showlegend\": false, \"type\": \"box\", \"x\": [2, 1, 0, 0, 0, 0, 0, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 0, 2, 0, 0, 1, 2, 2, 0, 0, 0, 1, 2, 0, 1, 1, 0, 2, 0, 1, 0, 2, 0, 2, 2, 1, 2, 0, 0, 0, 2, 2, 2, 2, 0, 2, 2, 1, 1, 0, 1, 1, 2, 2, 1, 2, 2, 0, 2, 0, 1, 2, 1, 2, 2, 1, 1, 2, 0, 2, 2, 0, 2, 2, 2, 2, 2, 1, 1, 0, 1, 1, 2, 1, 0, 0, 2, 0, 2, 1, 0, 2, 1, 2, 2, 2, 0, 2, 2, 0, 1, 0, 1, 2, 0, 1, 1, 1, 0, 0, 2, 0, 2, 1, 2, 2, 0, 2, 2, 2, 2, 0, 2, 1, 2, 0, 1, 0, 1, 1, 1, 1, 1, 2, 0, 2, 2, 2, 0, 0, 1, 1, 2, 2, 2, 2, 1, 2, 0, 0, 2, 2, 2, 2, 2, 2, 0, 1, 1, 2, 0, 1, 1, 1, 2, 0, 1, 1, 0, 2, 1, 1, 1, 1, 1, 0, 2, 0, 0, 2, 1, 0, 0, 2, 0, 0, 1, 2, 1, 1, 0, 0, 2, 1, 1, 1, 0, 2, 2, 1, 2, 0, 1, 0, 0, 1, 1, 1, 2, 1, 2, 2, 2, 0, 0, 0, 2, 2, 2, 1, 2, 2, 2, 2, 2, 0, 1, 0, 2, 2, 1, 1, 2, 0, 0, 0, 2, 1, 1, 1, 1, 0, 2, 2, 0, 1, 2, 0, 2, 0, 2, 2, 0, 0, 2, 0, 1, 0, 0, 1, 1, 1, 1, 0, 1, 1, 0, 2, 0, 2, 2, 2, 2, 0, 0, 2, 2, 2, 1, 2, 1, 1, 0, 1, 0, 2, 2, 1, 2, 0, 0, 2, 2, 1, 0, 2, 1, 2, 1, 2, 2, 0, 1, 2, 1, 1, 2, 1, 0, 0, 0, 2, 0, 0, 2, 1, 0, 1, 1, 1, 2, 1, 2, 1, 0, 1, 1, 0, 0, 1, 0, 1, 1, 2, 2, 1, 0, 2, 2, 0, 0, 2, 1, 1, 2, 2, 0, 1, 1, 1, 0, 0, 1, 2, 0, 2, 1, 2, 2, 0, 0, 0, 2, 1, 1, 0, 0, 1, 2, 2, 1, 2, 1, 0, 0, 2, 0, 1, 1, 1, 0, 2, 2, 2, 0, 0, 0, 2, 2, 2, 2, 1, 0, 1, 1, 1, 0, 2, 2, 2, 0, 1, 2, 0, 0, 2, 2, 2, 0, 1, 0, 1, 0, 0, 0, 2, 2, 0, 2, 1, 2, 0, 0, 2, 0, 1, 1, 0, 1, 2, 0, 2, 0, 2, 2, 1, 2, 0, 2, 1, 1, 2, 1, 1, 0, 0, 2, 0, 1, 1, 1, 1, 2, 1, 0, 2, 1, 0, 0, 1, 2, 1, 2, 1, 1, 0, 2, 1, 0, 0, 1, 1, 2, 2, 0, 2, 1, 1, 2, 0, 2, 1, 0, 1, 2, 2, 2, 2, 0, 1, 1, 1, 1, 1, 1, 0, 0, 2, 1, 0, 1, 0, 2, 0, 0, 1, 2, 0, 1, 0, 2, 1, 0, 1, 0, 1, 2, 2, 0, 2, 2, 2, 1, 0, 1, 0, 2, 1, 2, 1, 0], \"x0\": \" \", \"xaxis\": \"x\", \"y\": [88, 96, 91, 62, 55, 84, 96, 65, 77, 99, 74, 81, 84, 65, 59, 49, 63, 47, 100, 60, 58, 91, 81, 91, 100, 61, 55, 75, 57, 103, 83, 92, 91, 90, 82, 80, 54, 74, 58, 92, 80, 59, 99, 93, 66, 92, 89, 52, 76, 88, 57, 93, 75, 101, 63, 98, 90, 60, 68, 58, 74, 102, 89, 98, 59, 101, 98, 102, 102, 83, 102, 89, 103, 51, 84, 80, 69, 57, 57, 70, 95, 90, 96, 87, 51, 59, 94, 84, 92, 93, 86, 71, 58, 77, 97, 56, 87, 57, 88, 91, 72, 80, 59, 88, 96, 70, 73, 81, 60, 61, 96, 97, 98, 70, 70, 96, 71, 73, 99, 85, 55, 47, 68, 65, 75, 77, 67, 64, 54, 92, 74, 51, 65, 86, 92, 81, 91, 76, 87, 77, 74, 64, 102, 64, 80, 66, 65, 98, 78, 71, 84, 74, 71, 100, 80, 59, 82, 92, 90, 81, 63, 53, 95, 56, 70, 75, 76, 85, 51, 64, 53, 90, 86, 64, 50, 103, 91, 55, 58, 47, 72, 51, 52, 46, 56, 78, 78, 70, 92, 95, 64, 59, 48, 90, 95, 101, 48, 93, 97, 78, 60, 77, 96, 88, 79, 63, 50, 76, 74, 63, 73, 71, 80, 103, 71, 72, 50, 56, 78, 77, 56, 91, 101, 62, 52, 98, 93, 94, 97, 100, 79, 90, 59, 88, 87, 46, 98, 62, 99, 54, 50, 48, 47, 84, 76, 86, 64, 46, 53, 50, 77, 51, 90, 72, 95, 79, 100, 85, 66, 89, 78, 93, 83, 71, 100, 99, 89, 71, 50, 99, 101, 81, 98, 93, 56, 86, 50, 48, 86, 65, 68, 78, 87, 59, 47, 61, 49, 94, 68, 47, 51, 58, 86, 87, 54, 82, 51, 82, 65, 68, 89, 83, 67, 90, 75, 100, 61, 99, 97, 81, 102, 71, 97, 82, 50, 54, 77, 102, 55, 94, 52, 53, 47, 103, 67, 82, 92, 53, 57, 87, 84, 88, 79, 72, 64, 77, 62, 61, 80, 65, 68, 59, 95, 55, 100, 72, 96, 81, 77, 77, 51, 61, 71, 53, 53, 68, 59, 59, 65, 89, 49, 84, 87, 84, 91, 97, 82, 99, 84, 88, 76, 96, 99, 85, 49, 75, 76, 102, 86, 103, 80, 56, 46, 46, 65, 100, 80, 96, 91, 72, 92, 80, 57, 83, 49, 69, 77, 47, 98, 53, 87, 76, 57, 70, 84, 71, 74, 83, 54, 59, 96, 53, 96, 59, 50, 82, 100, 84, 90, 56, 50, 62, 77, 74, 64, 61, 79, 97, 57, 58, 61, 47, 81, 85, 76, 103, 72, 92, 63, 80, 94, 88, 90, 103, 88, 71, 93, 52, 49, 97, 84, 84, 92, 56, 63, 61, 63, 88, 79, 75, 53, 90, 77, 57, 81, 60, 65, 101, 68, 78, 61, 56, 68, 61, 87, 84, 54, 64, 94, 101, 57, 56, 103, 82, 93, 65, 92, 73, 68, 67, 102, 92, 94, 102, 83, 99, 66, 68, 84, 48, 55, 98, 71, 75, 73, 67, 74, 75, 47, 63, 54, 95, 60, 75, 54, 69, 57, 59, 51, 77, 67, 54, 74, 94, 55, 57, 86, 64, 100, 48, 65, 49, 81, 87, 89, 81, 89, 67, 46, 73, 57, 80], \"y0\": \" \", \"yaxis\": \"y\"}],\n",
       "                        {\"boxmode\": \"group\", \"height\": 600, \"legend\": {\"tracegroupgap\": 0}, \"margin\": {\"t\": 60}, \"template\": {\"data\": {\"bar\": [{\"error_x\": {\"color\": \"#2a3f5f\"}, \"error_y\": {\"color\": \"#2a3f5f\"}, \"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"bar\"}], \"barpolar\": [{\"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"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\": [[0.0, \"#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\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#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\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#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\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"histogram\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"histogram\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#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\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#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\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"scatter\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"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\": [[0.0, \"#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\"], [1.0, \"#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}, \"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\": [[0.0, \"#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\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#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\"], [1.0, \"#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\": \"\", \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}}}, \"xaxis\": {\"anchor\": \"y\", \"domain\": [0.0, 0.98], \"title\": {\"text\": \"sex\"}}, \"yaxis\": {\"anchor\": \"x\", \"domain\": [0.0, 1.0], \"title\": {\"text\": \"weight\"}}},\n",
       "                        {\"responsive\": true}\n",
       "                    ).then(function(){\n",
       "                            \n",
       "var gd = document.getElementById('94e66f94-22ee-4b62-9aa0-728a8a60b66a');\n",
       "var x = new MutationObserver(function (mutations, observer) {{\n",
       "        var display = window.getComputedStyle(gd).display;\n",
       "        if (!display || display === 'none') {{\n",
       "            console.log([gd, 'removed!']);\n",
       "            Plotly.purge(gd);\n",
       "            observer.disconnect();\n",
       "        }}\n",
       "}});\n",
       "\n",
       "// Listen for the removal of the full notebook cells\n",
       "var notebookContainer = gd.closest('#notebook-container');\n",
       "if (notebookContainer) {{\n",
       "    x.observe(notebookContainer, {childList: true});\n",
       "}}\n",
       "\n",
       "// Listen for the clearing of the current output cell\n",
       "var outputEl = gd.closest('.output');\n",
       "if (outputEl) {{\n",
       "    x.observe(outputEl, {childList: true});\n",
       "}}\n",
       "\n",
       "                        })\n",
       "                };\n",
       "                });\n",
       "            </script>\n",
       "        </div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig1 = px.box(gym, x = 'sex', y = 'weight', notched = True)\n",
    "fig1.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}