Created
February 8, 2022 18:18
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Render 200K scatterplot with vega
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{ | |
"$schema": "https://vega.github.io/schema/vega/v5.json", | |
"description": "A basic scatter plot example depicting automobile statistics.", | |
"width": 800, | |
"height": 600, | |
"padding": 5, | |
"data": [ | |
{ | |
"name": "source", | |
"url": "data/flights-200k.json", | |
"transform": [ | |
{ | |
"type": "filter", | |
"expr": "datum['delay'] != null && datum['distance'] != null && datum['time'] != null" | |
} | |
] | |
} | |
], | |
"scales": [ | |
{ | |
"name": "x", | |
"type": "linear", | |
"round": true, | |
"nice": true, | |
"zero": true, | |
"domain": {"data": "source", "field": "delay"}, | |
"range": "width" | |
}, | |
{ | |
"name": "y", | |
"type": "linear", | |
"round": true, | |
"nice": true, | |
"zero": true, | |
"domain": {"data": "source", "field": "distance"}, | |
"range": "height" | |
}, | |
{ | |
"name": "size", | |
"type": "linear", | |
"round": true, | |
"nice": false, | |
"zero": true, | |
"domain": {"data": "source", "field": "time"}, | |
"range": [4,361] | |
} | |
], | |
"axes": [ | |
{ | |
"scale": "x", | |
"grid": true, | |
"domain": false, | |
"orient": "bottom", | |
"tickCount": 5, | |
"title": "delay" | |
}, | |
{ | |
"scale": "y", | |
"grid": true, | |
"domain": false, | |
"orient": "left", | |
"titlePadding": 5, | |
"title": "distance" | |
} | |
], | |
"legends": [ | |
{ | |
"size": "size", | |
"title": "time", | |
"format": "s", | |
"symbolStrokeColor": "#4682b4", | |
"symbolStrokeWidth": 20, | |
"symbolOpacity": 0.5, | |
"symbolType": "circle" | |
} | |
], | |
"marks": [ | |
{ | |
"name": "marks", | |
"type": "symbol", | |
"from": {"data": "source"}, | |
"encode": { | |
"update": { | |
"x": {"scale": "x", "field": "delay"}, | |
"y": {"scale": "y", "field": "distance"}, | |
"size": {"scale": "size", "field": "time"}, | |
"shape": {"value": "circle"}, | |
"strokeWidth": {"value": 2}, | |
"opacity": {"value": 0.5}, | |
"stroke": {"value": "#4682b4"}, | |
"fill": {"value": "transparent"} | |
} | |
} | |
} | |
] | |
} |
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