{
  "$schema": "https://vega.github.io/schema/vega/v5.json",
  "description": "A horizontal box plot showing median and lower and upper quartiles of the distribution of body mass of penguins.",
  "background": "white",
  "padding": 5,
  "width": 200,
  "style": "cell",
  "data": [
    {
      "name": "source_0",
      "url": "data/penguins.json",
      "format": {"type": "json"}
    },
    {
      "name": "data_0",
      "source": "source_0",
      "transform": [
        {
          "type": "joinaggregate",
          "as": ["lower_box_Body Mass (g)", "upper_box_Body Mass (g)"],
          "ops": ["q1", "q3"],
          "fields": ["Body Mass (g)", "Body Mass (g)"],
          "groupby": ["Species"]
        }
      ]
    },
    {
      "name": "data_1",
      "source": "data_0",
      "transform": [
        {
          "type": "filter",
          "expr": "(datum[\"Body Mass (g)\"] < datum[\"lower_box_Body Mass (g)\"] - 1.5 * (datum[\"upper_box_Body Mass (g)\"] - datum[\"lower_box_Body Mass (g)\"])) || (datum[\"Body Mass (g)\"] > datum[\"upper_box_Body Mass (g)\"] + 1.5 * (datum[\"upper_box_Body Mass (g)\"] - datum[\"lower_box_Body Mass (g)\"]))"
        },
        {
          "type": "filter",
          "expr": "isValid(datum[\"Body Mass (g)\"]) && isFinite(+datum[\"Body Mass (g)\"])"
        }
      ]
    },
    {
      "name": "data_2",
      "source": "data_0",
      "transform": [
        {
          "type": "filter",
          "expr": "(datum[\"lower_box_Body Mass (g)\"] - 1.5 * (datum[\"upper_box_Body Mass (g)\"] - datum[\"lower_box_Body Mass (g)\"]) <= datum[\"Body Mass (g)\"]) && (datum[\"Body Mass (g)\"] <= datum[\"upper_box_Body Mass (g)\"] + 1.5 * (datum[\"upper_box_Body Mass (g)\"] - datum[\"lower_box_Body Mass (g)\"]))"
        },
        {
          "type": "aggregate",
          "groupby": ["Species"],
          "ops": ["min", "max", "min", "max"],
          "fields": [
            "Body Mass (g)",
            "Body Mass (g)",
            "lower_box_Body Mass (g)",
            "upper_box_Body Mass (g)"
          ],
          "as": [
            "lower_whisker_Body Mass (g)",
            "upper_whisker_Body Mass (g)",
            "lower_box_Body Mass (g)",
            "upper_box_Body Mass (g)"
          ]
        }
      ]
    },
    {
      "name": "data_3",
      "source": "source_0",
      "transform": [
        {
          "type": "aggregate",
          "groupby": ["Species"],
          "ops": ["q1", "q3", "median", "min", "max"],
          "fields": [
            "Body Mass (g)",
            "Body Mass (g)",
            "Body Mass (g)",
            "Body Mass (g)",
            "Body Mass (g)"
          ],
          "as": [
            "lower_box_Body Mass (g)",
            "upper_box_Body Mass (g)",
            "mid_box_Body Mass (g)",
            "min_Body Mass (g)",
            "max_Body Mass (g)"
          ]
        }
      ]
    }
  ],
  "signals": [
    {"name": "y_step", "value": 20},
    {"name": "height", "update": "bandspace(domain('y').length, 0, 0) * y_step"}
  ],
  "marks": [
    {
      "name": "layer_0_layer_0_marks",
      "type": "symbol",
      "style": ["point", "boxplot-outliers"],
      "from": {"data": "data_1"},
      "encode": {
        "update": {
          "opacity": {"value": 0.7},
          "fill": {"value": "transparent"},
          "stroke": {"value": "#4c78a8"},
          "ariaRoleDescription": {"value": "point"},
          "description": {
            "signal": "\"Body Mass (g): \" + (format(datum[\"Body Mass (g)\"], \"\")) + \"; Species: \" + (isValid(datum[\"Species\"]) ? datum[\"Species\"] : \"\"+datum[\"Species\"])"
          },
          "x": {"scale": "x", "field": "Body Mass (g)"},
          "y": {"scale": "y", "field": "Species", "band": 0.5}
        }
      }
    },
    {
      "name": "layer_0_layer_1_layer_0_marks",
      "type": "rule",
      "style": ["rule", "boxplot-rule"],
      "aria": false,
      "from": {"data": "data_2"},
      "encode": {
        "update": {
          "stroke": {"value": "black"},
          "tooltip": {
            "signal": "{\"Upper Whisker of Body Mass (g)\": format(datum[\"upper_whisker_Body Mass (g)\"], \"\"), \"Lower Whisker of Body Mass (g)\": format(datum[\"lower_whisker_Body Mass (g)\"], \"\"), \"Species\": isValid(datum[\"Species\"]) ? datum[\"Species\"] : \"\"+datum[\"Species\"]}"
          },
          "x": [
            {
              "test": "!isValid(datum[\"lower_whisker_Body Mass (g)\"]) || !isFinite(+datum[\"lower_whisker_Body Mass (g)\"])",
              "value": 0
            },
            {"scale": "x", "field": "lower_whisker_Body Mass (g)"}
          ],
          "x2": [
            {
              "test": "!isValid(datum[\"lower_box_Body Mass (g)\"]) || !isFinite(+datum[\"lower_box_Body Mass (g)\"])",
              "value": 0
            },
            {"scale": "x", "field": "lower_box_Body Mass (g)"}
          ],
          "y": {"scale": "y", "field": "Species", "band": 0.5}
        }
      }
    },
    {
      "name": "layer_0_layer_1_layer_1_marks",
      "type": "rule",
      "style": ["rule", "boxplot-rule"],
      "aria": false,
      "from": {"data": "data_2"},
      "encode": {
        "update": {
          "stroke": {"value": "black"},
          "tooltip": {
            "signal": "{\"Upper Whisker of Body Mass (g)\": format(datum[\"upper_whisker_Body Mass (g)\"], \"\"), \"Lower Whisker of Body Mass (g)\": format(datum[\"lower_whisker_Body Mass (g)\"], \"\"), \"Species\": isValid(datum[\"Species\"]) ? datum[\"Species\"] : \"\"+datum[\"Species\"]}"
          },
          "x": [
            {
              "test": "!isValid(datum[\"upper_box_Body Mass (g)\"]) || !isFinite(+datum[\"upper_box_Body Mass (g)\"])",
              "value": 0
            },
            {"scale": "x", "field": "upper_box_Body Mass (g)"}
          ],
          "x2": [
            {
              "test": "!isValid(datum[\"upper_whisker_Body Mass (g)\"]) || !isFinite(+datum[\"upper_whisker_Body Mass (g)\"])",
              "value": 0
            },
            {"scale": "x", "field": "upper_whisker_Body Mass (g)"}
          ],
          "y": {"scale": "y", "field": "Species", "band": 0.5}
        }
      }
    },
    {
      "name": "layer_1_layer_0_marks",
      "type": "rect",
      "style": ["bar", "boxplot-box"],
      "from": {"data": "data_3"},
      "encode": {
        "update": {
          "ariaRoleDescription": {"value": "box"},
          "fill": {"value": "#4c78a8"},
          "tooltip": {
            "signal": "{\"Max of Body Mass (g)\": format(datum[\"max_Body Mass (g)\"], \"\"), \"Q3 of Body Mass (g)\": format(datum[\"upper_box_Body Mass (g)\"], \"\"), \"Median of Body Mass (g)\": format(datum[\"mid_box_Body Mass (g)\"], \"\"), \"Q1 of Body Mass (g)\": format(datum[\"lower_box_Body Mass (g)\"], \"\"), \"Min of Body Mass (g)\": format(datum[\"min_Body Mass (g)\"], \"\"), \"Species\": isValid(datum[\"Species\"]) ? datum[\"Species\"] : \"\"+datum[\"Species\"]}"
          },
          "description": {
            "signal": "\"Body Mass (g): \" + (format(datum[\"lower_box_Body Mass (g)\"], \"\")) + \"; Species: \" + (isValid(datum[\"Species\"]) ? datum[\"Species\"] : \"\"+datum[\"Species\"]) + \"; upper_box_Body Mass (g): \" + (format(datum[\"upper_box_Body Mass (g)\"], \"\")) + \"; Max of Body Mass (g): \" + (format(datum[\"max_Body Mass (g)\"], \"\")) + \"; Q3 of Body Mass (g): \" + (format(datum[\"upper_box_Body Mass (g)\"], \"\")) + \"; Median of Body Mass (g): \" + (format(datum[\"mid_box_Body Mass (g)\"], \"\")) + \"; Q1 of Body Mass (g): \" + (format(datum[\"lower_box_Body Mass (g)\"], \"\")) + \"; Min of Body Mass (g): \" + (format(datum[\"min_Body Mass (g)\"], \"\"))"
          },
          "x": [
            {
              "test": "!isValid(datum[\"lower_box_Body Mass (g)\"]) || !isFinite(+datum[\"lower_box_Body Mass (g)\"])",
              "value": 0
            },
            {"scale": "x", "field": "lower_box_Body Mass (g)"}
          ],
          "x2": [
            {
              "test": "!isValid(datum[\"upper_box_Body Mass (g)\"]) || !isFinite(+datum[\"upper_box_Body Mass (g)\"])",
              "value": 0
            },
            {"scale": "x", "field": "upper_box_Body Mass (g)"}
          ],
          "yc": {"scale": "y", "field": "Species", "band": 0.5},
          "height": {"value": 14}
        }
      }
    },
    {
      "name": "layer_1_layer_1_marks",
      "type": "rect",
      "style": ["tick", "boxplot-median"],
      "aria": false,
      "from": {"data": "data_3"},
      "encode": {
        "update": {
          "opacity": {"value": 0.7},
          "fill": {"value": "white"},
          "tooltip": {
            "signal": "{\"Max of Body Mass (g)\": format(datum[\"max_Body Mass (g)\"], \"\"), \"Q3 of Body Mass (g)\": format(datum[\"upper_box_Body Mass (g)\"], \"\"), \"Median of Body Mass (g)\": format(datum[\"mid_box_Body Mass (g)\"], \"\"), \"Q1 of Body Mass (g)\": format(datum[\"lower_box_Body Mass (g)\"], \"\"), \"Min of Body Mass (g)\": format(datum[\"min_Body Mass (g)\"], \"\"), \"Species\": isValid(datum[\"Species\"]) ? datum[\"Species\"] : \"\"+datum[\"Species\"]}"
          },
          "xc": [
            {
              "test": "!isValid(datum[\"mid_box_Body Mass (g)\"]) || !isFinite(+datum[\"mid_box_Body Mass (g)\"])",
              "value": 0
            },
            {"scale": "x", "field": "mid_box_Body Mass (g)"}
          ],
          "yc": {"scale": "y", "field": "Species", "band": 0.5},
          "height": {"value": 14},
          "width": {"value": 1}
        }
      }
    }
  ],
  "scales": [
    {
      "name": "x",
      "type": "linear",
      "domain": {
        "fields": [
          {"data": "data_1", "field": "Body Mass (g)"},
          {"data": "data_2", "field": "lower_whisker_Body Mass (g)"},
          {"data": "data_2", "field": "lower_box_Body Mass (g)"},
          {"data": "data_2", "field": "upper_box_Body Mass (g)"},
          {"data": "data_2", "field": "upper_whisker_Body Mass (g)"},
          {"data": "data_3", "field": "lower_box_Body Mass (g)"},
          {"data": "data_3", "field": "upper_box_Body Mass (g)"},
          {"data": "data_3", "field": "mid_box_Body Mass (g)"}
        ]
      },
      "range": [0, {"signal": "width"}],
      "zero": false,
      "nice": true
    },
    {
      "name": "y",
      "type": "band",
      "domain": {
        "fields": [
          {"data": "data_1", "field": "Species"},
          {"data": "data_2", "field": "Species"},
          {"data": "data_3", "field": "Species"}
        ],
        "sort": true
      },
      "range": {"step": {"signal": "y_step"}},
      "paddingInner": 0,
      "paddingOuter": 0
    }
  ],
  "axes": [
    {
      "scale": "x",
      "orient": "bottom",
      "gridScale": "y",
      "grid": true,
      "tickCount": {"signal": "ceil(width/40)"},
      "domain": false,
      "labels": false,
      "aria": false,
      "maxExtent": 0,
      "minExtent": 0,
      "ticks": false,
      "zindex": 0
    },
    {
      "scale": "x",
      "orient": "bottom",
      "grid": false,
      "title": "Body Mass (g)",
      "labelFlush": true,
      "labelOverlap": true,
      "tickCount": {"signal": "ceil(width/40)"},
      "zindex": 0
    },
    {
      "scale": "y",
      "orient": "left",
      "grid": false,
      "title": "Species",
      "zindex": 0
    }
  ]
}