Created
February 4, 2023 23:50
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Date Explosion Example - Vega-Lite
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| { | |
| "$schema": "https://vega.github.io/schema/vega-lite/v4.json", | |
| "description": "Visualize before and after data explosion using vega-lite transforms", | |
| "params": [{"name": "msPerDay", "expr": "86400000"}], | |
| "spacing": 45, | |
| "data": { | |
| "name": "table", | |
| "values": [{"item": "Item A", "start": "2023-01-01", "end": "2023-01-10"}] | |
| }, | |
| "transform": [ | |
| /*** Date Explosion Transformation Start ***/ | |
| { | |
| "calculate": "sequence(toDate(datum['start']), toDate(datum['end'])+msPerDay, msPerDay)", | |
| "as": "date" | |
| }, | |
| {"flatten": ["date"], "as": ["date"]}, | |
| {"calculate": "utcFormat(datum['date'], '%m-%d-%Y')", "as": "date"}, | |
| /*** Date Explosion Transformation End ***/ | |
| ], | |
| "vconcat": [ | |
| { | |
| "transform": [ | |
| {"fold": ["start", "end"], "as": ["type", "date"]}, | |
| { | |
| "window": [{"op": "row_number", "as": "rn"}], | |
| "groupby": ["item", "type"] | |
| }, | |
| {"filter": "datum['rn']===1"} | |
| ], | |
| "encoding": { | |
| "x": { | |
| "field": "type", | |
| "axis": { | |
| "title": "Before Date Explosion", | |
| "labelAngle": 0, | |
| "orient": "top" | |
| }, | |
| "sort": {"field": "type", "order": "descending"} | |
| }, | |
| "y": { | |
| "field": "item", | |
| "axis": {"orient": "left", "title": null, "labels": false} | |
| } | |
| }, | |
| "width": {"step": 100}, | |
| "height": {"step": 30}, | |
| "layer": [ | |
| {"mark": {"type": "rect", "fill": null, "stroke": "#000"}}, | |
| {"mark": {"type": "text"}, "encoding": {"text": {"field": "date"}}} | |
| ] | |
| }, | |
| { | |
| "hconcat": [ | |
| {"mark": {"type": "point", "opacity": 0}}, | |
| { | |
| "encoding": { | |
| "y": { | |
| "field": "date", | |
| "axis": null, | |
| "sort": {"field": "date", "order": "ascending"} | |
| }, | |
| "x": { | |
| "field": "item", | |
| "axis": { | |
| "title": "Exploded Date", | |
| "labels": false, | |
| "orient": "top" | |
| } | |
| } | |
| }, | |
| "width": {"step": 100}, | |
| "height": {"step": 30}, | |
| "layer": [ | |
| {"mark": {"type": "rect", "fill": null, "stroke": "#000"}}, | |
| {"mark": {"type": "text"}, "encoding": {"text": {"field": "date"}}} | |
| ] | |
| }, | |
| {"mark":{"type":"point", "opacity": 0}} | |
| ] | |
| } | |
| ] | |
| } |
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