Labels on Rects in Vega Stacked Bar Chart - vega

In the old vega-label documentation there is reference to a labeled stacked bar chart example. The example spec doesn’t work in the online Vega editor, throwing an error that a.map is not a function.
I am trying to do almost exactly what is referenced in the above example: create a vertically-stacked bar chart where each segment is labeled with its value. I have seen a few examples of this in Vega-Lite with layers, but how can it be achieved in Vega?
I’ve attempted to recreate the above spec using a group containing the rect mark and the text mark, but I’m not getting it right. I also see how to display the value as a tooltip on hover, but I’d like it displayed in the rectangle of each segment of the bar itself.
Ideally I would end up with a chart like this:
Here’s the spec I’ve been working with:
{
"$schema": "https://vega.github.io/schema/vega/v5.json",
"description": "A basic stacked bar chart example.",
"width": 294,
"height": 200,
"padding": 5,
"autosize": {"type": "fit-x", "contains": "padding"},
"data": [
{
"name": "categories",
"values": [
{"y": 5, "c": 0, "name": "other"},
{"y": 7, "c": 1, "name": "corn"},
{"y": 22, "c": 2, "name": "pasture/hay"},
{"y": 31, "c": 3, "name": "developed"},
{"y": 35, "c": 4, "name": "forest"}
],
"transform": [
{
"type": "stack",
"field": "y"
}
]
}
],
"scales": [
{
"name": "y",
"type": "linear",
"range": "height",
"nice": true, "zero": true,
"domain": {"data": "categories", "field": "y1"}
},
{
"name": "color",
"type": "ordinal",
"range": "category",
"domain": {"data": "categories", "field": "c"}
}
],
"axes": [
],
"marks": [
{
"name": "categoriesBars",
"type": "group",
"from": {"data": "categories"},
"zindex": 1,
"marks": [
{
"type": "rect",
"from": {"data": "categories"},
"encode": {
"enter": {
"x": {"value": 0},
"width": {"value": 294},
"y": {"scale": "y", "field": "y0"},
"y2": {"scale": "y", "field": "y1"},
"fill": {"scale": "color", "field": "c"}
},
"update": {
"fillOpacity": {"value": 1}
},
"hover": {
"fillOpacity": {"value": 0.5}
}
}
},
{
"type": "text",
"encode": {
"enter": {
"y": {"field": {"parent": "y"}},
"x": {"value": 130},
"fill": [
{"test": "contrast('white', datum.fill) > contrast('black', datum.fill)", "value": "white"},
{"value": "black"}
],
"align": {"value": "center"},
"baseline": {"value": "middle"},
"text": {"field": {"parent": "name"}}
}
}
}
]
}
]
}

Is this what you're after?
{
"$schema": "https://vega.github.io/schema/vega/v5.json",
"description": "A basic stacked bar chart example.",
"width": 294,
"height": 200,
"padding": 5,
"autosize": {"type": "fit-x", "contains": "padding"},
"data": [
{
"name": "categories",
"values": [
{"y": 5, "c": 0, "name": "other"},
{"y": 7, "c": 1, "name": "corn"},
{"y": 22, "c": 2, "name": "pasture/hay"},
{"y": 31, "c": 3, "name": "developed"},
{"y": 35, "c": 4, "name": "forest"}
],
"transform": [{"type": "stack", "field": "y"}]
}
],
"scales": [
{
"name": "y",
"type": "linear",
"range": "height",
"nice": true,
"zero": true,
"domain": {"data": "categories", "field": "y1"}
},
{
"name": "color",
"type": "ordinal",
"range": {"scheme": "pastel2"},
"domain": {"data": "categories", "field": "c"}
}
],
"axes": [],
"marks": [
{
"name": "i",
"type": "rect",
"from": {"data": "categories"},
"encode": {
"enter": {
"x": {"value": 0},
"width": {"value": 294},
"y": {"scale": "y", "field": "y0"},
"y2": {"scale": "y", "field": "y1"},
"fill": {"scale": "color", "field": "c"}
},
"update": {"fillOpacity": {"value": 1}},
"hover": {"fillOpacity": {"value": 0.5}}
}
},
{
"type": "text",
"from": {"data": "i"},
"encode": {
"update": {
"y": {"field": "y"},
"dy": {"signal": "(datum.y2 - datum.y)/2"},
"x": {"signal": "width/2"},
"fill": [
{
"test": "contrast('white', datum.fill) > contrast('black', datum.fill)",
"value": "white"
},
{"value": "black"}
],
"align": {"value": "center"},
"baseline": {"value": "middle"},
"text": {"field": "datum.name"}
}
}
}
]
}

Related

What type of Vega marks to show a point along a scale? (see image)

I am attempting to create a visualization where we are showing a score along a scale, something like this:
The scale is based on quartiles of a large dataset (these are pre-calculated and don’t need to be calculated within Vega). In this particular example, the scale looks like this:
Break
Value
Min
0
Low
26.3
Mid
42.9
High
54.8
Max
70.7
So in the example image above, the score we are reporting is something like 56 (I will display the score with a tooltip).
At this point, I’m not even sure what type of marks I should be using in Vega to attempt to create this display. Any help getting started is greatly appreciated!
Here is a complete example in Vega.
Open in Vega on-line editor
{
"$schema": "https://vega.github.io/schema/vega/v5.json",
"width": 400,
"height": 100,
"padding": 5,
"data": [
{
"name": "data_segments",
"values": [
{"segmentLabel": "min", "segmentStart": 0, "segmentEnd": 26.3},
{"segmentLabel": "low", "segmentStart": 26.3, "segmentEnd": 42.9},
{"segmentLabel": "mid", "segmentStart": 42.9, "segmentEnd": 54.8},
{"segmentLabel": "high", "segmentStart": 54.8, "segmentEnd": 70.7}
]
}
],
"signals": [
{
"name": "signal_score",
"value": "56",
"bind": {"input": "range", "min": 0, "max": 70.7, "step": 0.01, "name": "Score: "}
},
{
"name": "signal_score_mid",
"value": "42.9"
}
],
"scales": [
{
"name": "scale_x",
"type": "linear",
"domain": {"data": "data_segments", "fields": ["segmentStart", "segmentEnd"]},
"range": "width",
"padding": 0.05,
"round": true
},
{
"name": "scale_y",
"domain": [0, 1],
"range": "height"
},
{
"name": "scale_segment_color",
"type": "ordinal",
"domain": ["min", "low", "mid", "high"],
"range": ["grey", "green", "orange", "red"]
},
{
"name": "scale_segment_opacity",
"type": "ordinal",
"domain": ["min", "low", "mid", "high"],
"range": [0.5, 0.5, 0.5, 0.5]
}
],
"axes": [
{ "orient": "bottom", "scale": "scale_x" },
{ "orient": "left", "scale": "scale_y", "domainOpacity": 0, "tickOpacity": 0, "labelOpacity": 0}
],
"marks": [
{
"type": "rect",
"from": {"data":"data_segments"},
"encode": {
"enter": {
"x": {"scale": "scale_x", "field": "segmentStart"},
"x2": {"scale": "scale_x", "field": "segmentEnd"},
"y": {"scale": "scale_y", "value": 0.5},
"y2": {"scale": "scale_y", "value": 0.7},
"fill": {"scale": "scale_segment_color", "field": "segmentLabel"},
"fillOpacity":{"scale": "scale_segment_opacity", "field": "segmentLabel"},
"stroke": {"value": "white"}
}
}
},
{
"type": "text",
"from": {"data":"data_segments"},
"encode": {
"enter": {
"align": {"value": "center"},
"baseline": {"value": "top"},
"fill": {"value": "black"},
"fillOpacity": {"signal": "datum['segmentLabel'] == 'min' ? 0 : 1 "},
"x": {"scale": "scale_x", "field": "segmentStart"},
"y": {"scale": "scale_y", "value": 0.4},
"text": {"field": "segmentLabel"}
}
}
},
{
"type": "rect",
"from": {"data":"data_segments"},
"encode": {
"update": {
"x": {"signal": "scale('scale_x', signal_score) - 5"},
"x2": {"signal": "scale('scale_x', signal_score) + 5"},
"y": {"scale": "scale_y", "value": 0.45},
"y2": {"scale": "scale_y", "value": 0.75},
"fill": {"value": "red"},
"fillOpacity":{"value": 0.7},
"stroke": {"value": "grey"},
"tooltip": {"signal": "signal_score"}
}
}
},
{
"type": "rule",
"from": {"data":"data_segments"},
"encode": {
"update": {
"x": {"signal": "scale('scale_x', signal_score_mid)"},
"x2": {"signal": "scale('scale_x', signal_score) + ((signal_score > signal_score_mid) ? -15 : 15)"},
"y": {"scale": "scale_y", "value": 0.6},
"stroke": {"value": "blue"},
"strokeWidth": {"value": 2},
"opacity": {"value": 1}
}
}
},
{
"type": "symbol",
"from": {"data":"data_segments"},
"encode": {
"update": {
"x": {"signal": "scale('scale_x', signal_score) + ((signal_score > signal_score_mid) ? -15 : 15)"},
"y": {"scale": "scale_y", "value": 0.6},
"angle": {"signal": "signal_score > signal_score_mid ? 90 : -90"},
"size": {"value": 100},
"shape": {"value": "triangle"},
"opacity": {"value": 1},
"fill": {"value": "blue"}
}
}
}
]
}

Vega transformation sample

This sample code from vega transformations is not working.
I am not getting the expected results.
Can you please help me run this example in the vega editor?
[
{"foo": {"a": 5, "b": "abc"}, "bar": 0},
{"foo": {"a": 6, "b": "def"}, "bar": 1},
{"foo": {"a": 7, "b": "ghi"}, "bar": 2}
]
To extract the "bar" field along with the "a" and "b" sub-fields into new objects, use the transform:
{
"type": "project",
"fields": ["bar", "foo.a", "foo.b"],
"as": ["bar", "a", "b"]
}
This produces the following output:
[
{"bar":0, "a":5, "b":"abc"},
{"bar":1, "a":6, "b":"def"},
{"bar":2, "a":7, "b":"ghi"}
]
Ok, I used the very first sample in the editor (the bar chart one) to demonstrate the transformation for you. Here is the modified code you can paste in the editor:
{
"$schema": "https://vega.github.io/schema/vega/v5.json",
"description": "A basic bar chart example, with value labels shown upon mouse hover.",
"width": 400,
"height": 200,
"padding": 5,
"data": [
{
"name": "table",
"values": [
{"foo": {"a": 5, "b": "abc"}, "bar": 0},
{"foo": {"a": 6, "b": "def"}, "bar": 1},
{"foo": {"a": 7, "b": "ghi"}, "bar": 2}
],
"transform": [
{
"type": "project",
"fields": ["bar", "foo.a", "foo.b"],
"as": ["bar", "a", "b"]
}
]
}
],
"signals": [
{
"name": "tooltip",
"value": {},
"on": [
{"events": "rect:mouseover", "update": "datum"},
{"events": "rect:mouseout", "update": "{}"}
]
}
],
"scales": [
{
"name": "xscale",
"type": "band",
"domain": {"data": "table", "field": "bar"},
"range": "width",
"padding": 0.05,
"round": true
},
{
"name": "yscale",
"domain": {"data": "table", "field": "a"},
"nice": true,
"range": "height"
}
],
"axes": [
{ "orient": "bottom", "scale": "xscale" },
{ "orient": "left", "scale": "yscale" }
],
"marks": [
{
"type": "rect",
"from": {"data":"table"},
"encode": {
"enter": {
"x": {"scale": "xscale", "field": "bar"},
"width": {"scale": "xscale", "band": 1},
"y": {"scale": "yscale", "field": "a"},
"y2": {"scale": "yscale", "value": 0}
},
"update": {
"fill": {"value": "steelblue"}
},
"hover": {
"fill": {"value": "red"}
}
}
},
{
"type": "text",
"encode": {
"enter": {
"align": {"value": "center"},
"baseline": {"value": "bottom"},
"fill": {"value": "#333"}
},
"update": {
"x": {"scale": "xscale", "signal": "tooltip.bar", "band": 0.5},
"y": {"scale": "yscale", "signal": "tooltip.a", "offset": -2},
"text": {"signal": "tooltip.b"},
"fillOpacity": [
{"test": "datum === tooltip", "value": 0},
{"value": 1}
]
}
}
}
]
}
And here would be the expected result:
As you can see in the data viewer of the editor, "bar" "a" and "b" have the correct values, and I have changed the bar chart so it uses those values to show the bars, the appropriate height, as well as the tooltip when you hover over a bar.

Vega How to SUM all descendants value of every node on a treemap

I am trying to access the sum of values for a node in VEGA. In other words, I want to display sum of "percentage" values of all leaves for each parent node.
Got the following Vega specs (https://gist.github.com/omerakko/655674f9f37e9361fe5378b6d440e411)
{
"$schema": "https://vega.github.io/schema/vega/v5.json",
"description": "An example of treemap layout for hierarchical data.",
"width": 960,
"height": 500,
"padding": 2.5,
"autosize": "none",
"data": [
{
"name": "tree",
"url": "https://raw.githubusercontent.com/omerakko/VEGA/main/vegaTreemapData.json",
"transform": [
{
"type": "stratify",
"key": "id",
"parentKey": "parent"
},
{
"type": "treemap",
"field": "percentage",
"sort": {"field": "value", "order":"descending"},
"round": true,
"method": "resquarify",
"ratio": 1,
"size": [{"signal": "width"}, {"signal": "height"}],
"paddingOuter": 2,
"paddingInner":2
}
]
},
{
"name": "nodes",
"source": "tree",
"transform": [{ "type": "filter", "expr": "datum.children" }]
},
{
"name": "leaves",
"source": "tree",
"transform": [{ "type": "filter", "expr": "!datum.children" },
{"type": "filter", "expr": "datum.percentage > 0"}]
}
],
"scales": [
{
"name": "color",
"type": "ordinal",
"domain": {"data": "nodes", "field": "name"},
"range": [
"transparent", "#dd96ba", "#dea84e", "#c83836", "#dfde9b",
"#5eafb9", "#adc35d"]
},
{
"name": "size",
"type": "ordinal",
"domain": [0, 1, 2, 3],
"range": [256, 28, 20, 14]
},
{
"name": "opacity",
"type": "ordinal",
"domain": [0, 1, 2, 3],
"range": [0.15, 0.5, 0.8, 1.0]
}
],
"marks": [
{
"type": "rect",
"from": {"data": "nodes"},
"interactive": false,
"encode": {
"enter": {
"fill": {"value":"#333238"},
"stroke": {"scale": "color", "field": "name"},
"strokeWidth":{"value": 5}
},
"update": {
"x": {"field": "x0"},
"y": {"field": "y0"},
"x2": {"field": "x1"},
"y2": {"field": "y1"},
"stroke": {"scale": "color", "field": "name"}
}
}
},
{
"type": "rect",
"from": {"data": "leaves"},
"encode": {
"enter": {
"stroke": {"value": "#fff"}
},
"update": {
"x": {"field": "x0"},
"y": {"field": "y0"},
"x2": {"field": "x1"},
"y2": {"field": "y1"},
"fill": {"value": "transparent"}
},
"hover": {
"fill": {"value": "red"}
}
}
},
{
"type": "text",
"from": {"data": "nodes"},
"interactive": false,
"encode": {
"enter": {
"font": {"value": "Helvetica Neue, Arial"},
"align": {"value": "center"},
"baseline": {"value": "middle"},
"fill": {"scale": "color", "field": "name"},
"text": {"field": "name"},
"fontSize": {"scale": "size", "field": "depth"}
},
"update": {
"x": {"signal": "0.5 * (datum.x0 + datum.x1)"},
"y": {"signal": "0.5 * (datum.y0 + datum.y1)"}
}
}
}
]
}
There is doc available https://vega.github.io/vega/docs/transforms/treemap/ here saying that I can access to what I want, but I couldnt manage to apply it to the specs.
It seems like it's not currently possible in Vega. There's this PR that hasn't been merged yet.
But you can work around that by manually aggregating the values and then looking them up. Here a gist in which there's now a total field for each node, the relevant part being:
{
"name": "leaves",
"source": "tree",
"transform": [
{"type": "filter", "expr": "!datum.children"},
{"type": "filter", "expr": "datum.percentage > 0.3"}
]
},
{
"name": "totals",
"source": "leaves",
"transform": [
{
"type": "aggregate",
"groupby": ["parent"],
"fields": ["percentage"],
"as": ["total"],
"ops": ["sum"]
}
]
},
{
"name": "nodes",
"source": "tree",
"transform": [
{"type": "filter", "expr": "datum.children"},
{
"type": "lookup",
"from": "totals",
"key": "parent",
"fields": ["id"],
"values": ["total"],
"as": ["total"]
}
]
},
Basically you just get sums of all the leaves by parent in totals and then, after constructing the base nodes dataset, look the total up in totals.
Note that this will only work for this particular example, where there are exactly two levels in the hierarchy.

Ordering of a faceted Bar-chart in Vega

I have a question about facet visualizations in vega.
I have a pretty similar problem as the nested bar char example.
Here I changed the order of the tuple values. as intended, the order in the visualization is changing to.
But I want the 3 facets ordered ascending for value "a".
I don't really understand, if there is a "scale" for the facets, or where to order them.
Second part would be to have an axes for the value "a" shown below/above the bar chart.
Hope someone can help me.
Greetings
Christian
{
"$schema": "https://vega.github.io/schema/vega/v5.json",
"description": "A nested bar chart example, with bars grouped by category.",
"width": 300,
"padding": 5,
"autosize": "pad",
"signals": [
{
"name": "rangeStep", "value": 20,
"bind": {"input": "range", "min": 5, "max": 50, "step": 1}
},
{
"name": "innerPadding", "value": 0.1,
"bind": {"input": "range", "min": 0, "max": 0.7, "step": 0.01}
},
{
"name": "outerPadding", "value": 0.2,
"bind": {"input": "range", "min": 0, "max": 0.4, "step": 0.01}
},
{
"name": "height",
"update": "trellisExtent[1]"
}
],
"data": [
{
"name": "tuples",
"values": [
{"a": 1, "b": "b", "c": 4.4},
{"a": 0, "b": "c", "c": 5.1},
{"a": 0, "b": "a", "c": 6.3},
{"a": 0, "b": "a", "c": 4.2},
{"a": 0, "b": "b", "c": 6.8},
{"a": 2, "b": "b", "c": 3.5},
{"a": 2, "b": "c", "c": 6.2}
],
"transform": [
{
"type": "aggregate",
"groupby": ["a", "b"],
"fields": ["c"],
"ops": ["average"],
"as": ["c"]
}
]
},
{
"name": "trellis",
"source": "tuples",
"transform": [
{
"type": "aggregate",
"groupby": ["a"]
},
{
"type": "formula", "as": "span",
"expr": "rangeStep * bandspace(datum.count, innerPadding, outerPadding)"
},
{
"type": "stack",
"field": "span"
},
{
"type": "extent",
"field": "y1",
"signal": "trellisExtent"
}
]
}
],
"scales": [
{
"name": "xscale",
"domain": {"data": "tuples", "field": "c"},
"nice": true,
"zero": true,
"round": true,
"range": "width"
},
{
"name": "color",
"type": "ordinal",
"range": "category",
"domain": {"data": "trellis", "field": "a"}
}
],
"axes": [
{ "orient": "bottom", "scale": "xscale", "domain": true }
],
"marks": [
{
"type": "group",
"from": {
"data": "trellis",
"facet": {
"name": "faceted_tuples",
"data": "tuples",
"groupby": "a"
}
},
"encode": {
"enter": {
"x": {"value": 0},
"width": {"signal": "width"}
},
"update": {
"y": {"field": "y0"},
"y2": {"field": "y1"}
}
},
"scales": [
{
"name": "yscale",
"type": "band",
"paddingInner": {"signal": "innerPadding"},
"paddingOuter": {"signal": "outerPadding"},
"round": true,
"domain": {"data": "faceted_tuples", "field": "b"},
"range": {"step": {"signal": "rangeStep"}}
}
],
"axes": [
{ "orient": "left", "scale": "yscale",
"ticks": false, "domain": false, "labelPadding": 4 }
],
"marks": [
{
"type": "rect",
"from": {"data": "faceted_tuples"},
"encode": {
"enter": {
"x": {"value": 0},
"x2": {"scale": "xscale", "field": "c"},
"fill": {"scale": "color", "field": "a"},
"strokeWidth": {"value": 2}
},
"update": {
"y": {"scale": "yscale", "field": "b"},
"height": {"scale": "yscale", "band": 1},
"stroke": {"value": null},
"zindex": {"value": 0}
},
"hover": {
"stroke": {"value": "firebrick"},
"zindex": {"value": 1}
}
}
}
]
}
]
}

Vertical Violin Plot in Vega

I'm trying to swap the axes on the violin plot example provided by the Vega documentation here. When attempting this myself (link here) I seem successful in swapping the axes, and the rectangles seem to render fine. However the area chart (the actual violin) is completely absent. I'm completely at a loss on this. Any help would be much appriciated.
{
"$schema": "https://vega.github.io/schema/vega/v5.json",
"description": "A violin plot example showing distributions for pengiun body mass.",
"width": 800,
"height": 600,
"padding": 5,
"config": {
"axisBand": {"bandPosition": 1, "tickExtra": true, "tickOffset": 0}
},
"signals": [
{"name": "plotWidth", "update": "(width - 30)/3"},
{"name": "height", "update": "height * 1"},
{"name": "trim", "value": true, "bind": {"input": "checkbox"}},
{
"name": "bandwidth",
"value": 0,
"bind": {"input": "range", "min": 0, "max": 200, "step": 1}
}
],
"data": [
{
"name": "penguins",
"url": "data/penguins.json",
"transform": [
{
"type": "filter",
"expr": "datum.Species != null && datum['Body Mass (g)'] != null"
}
]
},
{
"name": "density",
"source": "penguins",
"transform": [
{
"type": "kde",
"field": "Body Mass (g)",
"groupby": ["Species"],
"bandwidth": {"signal": "bandwidth"},
"extent": {"signal": "trim ? null : [2000, 6500]"}
}
]
},
{
"name": "stats",
"source": "penguins",
"transform": [
{
"type": "aggregate",
"groupby": ["Species"],
"fields": ["Body Mass (g)", "Body Mass (g)", "Body Mass (g)"],
"ops": ["q1", "median", "q3"],
"as": ["q1", "median", "q3"]
}
]
}
],
"scales": [
{
"name": "layout",
"type": "band",
"range": "width",
"domain": {"data": "penguins", "field": "Species"}
},
{
"name": "yscale",
"type": "linear",
"range": "height",
"round": true,
"domain": {"data": "penguins", "field": "Body Mass (g)"},
"domainMin": 0,
"zero": false,
"nice": true
},
{
"name": "hscale",
"type": "linear",
"range": [0, {"signal": "plotWidth"}],
"domain": {"data": "density", "field": "density"}
},
{
"name": "color",
"type": "ordinal",
"domain": {"data": "penguins", "field": "Species"},
"range": "category"
}
],
"axes": [
{"orient": "bottom", "scale": "layout", "zindex": 1},
{"orient": "left", "scale": "yscale", "zindex": 1}
],
"marks": [
{
"type": "group",
"from": {
"facet": {"data": "density", "name": "violin", "groupby": "Species"}
},
"encode": {
"enter": {
"xc": {"scale": "layout", "field": "Species", "band": 0.5},
"width": {"signal": "plotWidth"},
"height": {"signal": "height"}
}
},
"data": [
{
"name": "summary",
"source": "stats",
"transform": [
{"type": "filter", "expr": "datum.Species === parent.Species"}
]
}
],
"marks": [
{
"type": "area",
"from": {"data": "violin"},
"encode": {
"enter": {
"fill": {"scale": "color", "field": {"parent": "Species"}}
},
"update": {
"y": {"scale": "yscale", "field": "value"},
"xc": {"signal": "plotWidth / 2"},
"width": {"scale": "hscale", "field": "density"}
}
}
},
{
"type": "rect",
"from": {"data": "summary"},
"encode": {
"enter": {"fill": {"value": "black"}, "width": {"value": 2}},
"update": {
"y": {"scale": "yscale", "field": "q1"},
"y2": {"scale": "yscale", "field": "q3"},
"xc": {"signal": "plotWidth / 2"}
}
}
},
{
"type": "rect",
"from": {"data": "summary"},
"encode": {
"enter": {
"fill": {"value": "black"},
"height": {"value": 2},
"width": {"value": 8}
},
"update": {
"y": {"scale": "yscale", "field": "median"},
"xc": {"signal": "plotWidth / 2"}
}
}
}
]
}
]
}
Chart Image
Was able to figure this out, required an "orient" parameter in the encoding of the area mark.
"marks": [
{
"type": "area",
"from": {"data": "violin"},
"encode": {
"enter": {
"orient": {"value":"horizontal"},
"fill": {"scale": "color", "field": {"parent": "Species"}}
},
"update": {
"y": {"field":"value", "scale":"yscale"},
"xc": {"signal": "plotWidth / 2"},
"width": {"scale": "hscale", "field": "density"}
}
}
},
Example Here