Created
June 18, 2024 19:47
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vega multiple time series + transform
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{ | |
"$schema": "https://vega.github.io/schema/vega-lite/v5.json", | |
"description": "Multi-series Line Chart", | |
"data": { | |
"values": [ | |
{ "variable": "beta", "sample": 0, "time": 1, "value": 1 }, | |
{ "variable": "beta", "sample": 0, "time": 2, "value": 2 }, | |
{ "variable": "beta", "sample": 0, "time": 3, "value": 3 }, | |
{ "variable": "beta", "sample": 0, "time": 4, "value": 3 }, | |
{ "variable": "gamma", "sample": 0, "time": 1, "value": 1 }, | |
{ "variable": "gamma", "sample": 0, "time": 2, "value": 0 }, | |
{ "variable": "gamma", "sample": 0, "time": 3, "value": 1 }, | |
{ "variable": "gamma", "sample": 0, "time": 4, "value": 1 }, | |
{ "variable": "gamma", "sample": 1, "time": 1, "value": 0 }, | |
{ "variable": "gamma", "sample": 1, "time": 2, "value": 2 }, | |
{ "variable": "gamma", "sample": 1, "time": 3, "value": 4 }, | |
{ "variable": "gamma", "sample": 1, "time": 4, "value": 2 }, | |
] | |
}, | |
"transform": [ | |
{ | |
"calculate": "datum.variable + datum.sample", | |
"as": "key" | |
}, | |
{ | |
"pivot": "key", | |
"value": "value", | |
"groupby": ["time"] | |
} | |
], | |
"repeat": { | |
"layer": ["beta0", "gamma0", "gamma1"] | |
}, | |
"spec": { | |
"layer": [ | |
{ | |
"mark": {"type": "line", "stroke": "white", "strokeWidth": 4}, | |
"encoding": { | |
"x": {"field": "time", "type": "quantitative"}, | |
"y": {"field": {"repeat": "layer"}, "type": "quantitative", "title": "y-axis"}, | |
// "stroke": {"datum": {"repeat": "layer"}, "type": "nominal"}, | |
"stroke": {"datum": {"repeat": "layer"}, "type": "nominal"} | |
} | |
} | |
] | |
} | |
} | |
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