Created
February 3, 2022 02:04
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{ | |
"$schema": "https://vega.github.io/schema/vega-lite/v5.json", | |
"description": "Though Vega-Lite supports only one scale per axes, one can create a parallel coordinate plot by folding variables, using `joinaggregate` to normalize their values and using ticks and rules to manually create axes.", | |
"data": { | |
"url": "data/penguins.json" | |
}, | |
"width": 600, | |
"height": 300, | |
"transform": [ | |
{"filter": "datum['Beak Length (mm)']"}, | |
{"window": [{"op": "count", "as": "index"}]}, | |
{"fold": ["Beak Length (mm)", "Beak Depth (mm)", "Flipper Length (mm)", "Body Mass (g)"]}, | |
{ | |
"joinaggregate": [ | |
{"op": "min", "field": "value", "as": "min"}, | |
{"op": "max", "field": "value", "as": "max"} | |
], | |
"groupby": ["key"] | |
}, | |
{ | |
"calculate": "(datum.value - datum.min) / (datum.max-datum.min)", | |
"as": "norm_val" | |
}, | |
{ | |
"calculate": "(datum.min + datum.max) / 2", | |
"as": "mid" | |
} | |
], | |
"layer": [{ | |
"mark": {"type": "rule", "color": "#ccc"}, | |
"encoding": { | |
"detail": {"aggregate": "count"}, | |
"x": {"field": "key"} | |
} | |
}, { | |
"mark": "line", | |
"encoding": { | |
"color": {"type": "nominal", "field": "Species"}, | |
"detail": {"type": "nominal", "field": "index"}, | |
"opacity": {"value": 0.3}, | |
"x": {"type": "nominal", "field": "key"}, | |
"y": {"type": "quantitative", "field": "norm_val", "axis": null}, | |
"tooltip": [{ | |
"type": "quantitative", | |
"field": "Beak Length (mm)" | |
}, { | |
"type": "quantitative", | |
"field": "Beak Depth (mm)" | |
}, { | |
"type": "quantitative", | |
"field": "Flipper Length (mm)" | |
}, { | |
"type": "quantitative", | |
"field": "Body Mass (g)" | |
}] | |
} | |
}, { | |
"encoding": { | |
"x": {"type": "nominal", "field": "key"}, | |
"y": {"value": 0} | |
}, | |
"layer": [{ | |
"mark": {"type": "text", "style": "label"}, | |
"encoding": { | |
"text": {"aggregate": "max", "field": "max"} | |
} | |
}, { | |
"mark": {"type": "tick", "style": "tick", "size": 8, "color": "#ccc"} | |
}] | |
}, { | |
"encoding": { | |
"x": {"type": "nominal", "field": "key"}, | |
"y": {"value": 150} | |
}, | |
"layer": [{ | |
"mark": {"type": "text", "style": "label"}, | |
"encoding": { | |
"text": {"aggregate": "min", "field": "mid"} | |
} | |
}, { | |
"mark": {"type": "tick", "style": "tick", "size": 8, "color": "#ccc"} | |
}] | |
}, { | |
"encoding": { | |
"x": {"type": "nominal", "field": "key"}, | |
"y": {"value": 300} | |
}, | |
"layer": [{ | |
"mark": {"type": "text", "style": "label"}, | |
"encoding": { | |
"text": {"aggregate": "min", "field": "min"} | |
} | |
}, { | |
"mark": {"type": "tick", "style": "tick", "size": 8, "color": "#ccc"} | |
}] | |
}], | |
"config": { | |
"axisX": {"domain": false, "labelAngle": 0, "tickColor": "#ccc", "title": null}, | |
"view": {"stroke": null}, | |
"style": { | |
"label": {"baseline": "middle", "align": "right", "dx": -5}, | |
"tick": {"orient": "horizontal"} | |
} | |
} | |
} |
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