Graflume · Alpha

Scatter

Inspect relationships, clusters, and outliers across two quantitative variables.

Chart family · Default families

Scatter

Inspect relationships, clusters, and outliers across two quantitative variables.

Quick API: scatter()
Browser snapshot: graflume
mark: point
Presets: 3

Basic implementation

The smallest runnable chart

Start with only the required data and family encoding. Expand the code to run the same example.

Basic example

Inspect relationships, clusters, and outliers across two quantitative variables.

StatusLoading

minimal-implementation

Graflume.scatter() Canvas 2D

Control help

Zoom and pan inspect the rendered surface without changing data axes or values. When playback controls are available, they move through real steps in the order each unique value first appears in the source data.

Use Tab to reach a control and Enter or Space to activate it. With the chart focused, use plus and minus to zoom and arrow keys to pan.

Auto placement compares perimeter candidates and avoids the plot, legend, and other callouts when possible. Explicit placement is preserved with only necessary safety correction. Callout text wraps safely inside the bubble. Long unbroken tokens are visually shortened within the line budget, while the complete source text remains available to assistive technology.

Inspect relationships, clusters, and outliers across two quantitative variables.

Basic example · Row data
`x`quantitative	`y`quantitative
14	38
20	45
25	41
38	57
45	63
50	55
64	72
72	79
78	70
61	88

Browser API · Portable schema

Browser API

Graflume.scatter()

const data = [
  {
    "group": "Starter",
    "name": "Atlas Lab",
    "size": 28,
    "x": 14,
    "y": 38,
    "z": 7
  },
  {
    "group": "Starter",
    "name": "Beacon Co",
    "size": 34,
    "x": 20,
    "y": 45,
    "z": 10
  },
  {
    "group": "Starter",
    "name": "Civic Data",
    "size": 31,
    "x": 25,
    "y": 41,
    "z": 12
  },
  {
    "group": "Growth",
    "name": "Delta Ops",
    "size": 64,
    "x": 38,
    "y": 57,
    "z": 15
  },
  {
    "group": "Growth",
    "name": "Ember Labs",
    "size": 78,
    "x": 45,
    "y": 63,
    "z": 18
  },
  {
    "group": "Growth",
    "name": "Foundry BI",
    "size": 70,
    "x": 50,
    "y": 55,
    "z": 21
  },
  {
    "group": "Scale",
    "name": "Harbor AI",
    "size": 112,
    "x": 64,
    "y": 72,
    "z": 25
  },
  {
    "group": "Scale",
    "name": "Lattice Co",
    "size": 128,
    "x": 72,
    "y": 79,
    "z": 28
  },
  {
    "group": "Scale",
    "name": "Meridian",
    "size": 118,
    "x": 78,
    "y": 70,
    "z": 31
  },
  {
    "group": "Opportunity",
    "name": "Northstar",
    "size": 52,
    "x": 61,
    "y": 88,
    "z": 34
  }
];

const options = {
  "height": 620,
  "locale": "en",
  "width": "container",
  "x": {
    "field": "x",
    "title": "Engagement score",
    "type": "quantitative"
  },
  "y": {
    "field": "y",
    "title": "Satisfaction score",
    "type": "quantitative"
  }
};

Graflume.scatter('#chart', data, options);

Portable schema

ChartSpec 0.1 · options

{
  "height": 620,
  "locale": "en",
  "width": "container",
  "x": {
    "field": "x",
    "title": "Engagement score",
    "type": "quantitative"
  },
  "y": {
    "field": "y",
    "title": "Satisfaction score",
    "type": "quantitative"
  }
}

Common features

Features shared by every chart

Use the tabs to compare header, tooltip, theme, legend, highlight, callout, selection, view controls, and accessibility one feature at a time. Hover over a data mark. On supported charts, move the pointer along the axis to see the nearest value. All exact values are available in the table below.

Header

Add a chart title and supporting description inside the visualization.

StatusLoading

header

Graflume.scatter() Canvas 2D

Control help

Use Tab to reach a control and Enter or Space to activate it. With the chart focused, use plus and minus to zoom and arrow keys to pan.

Add a chart title and supporting description inside the visualization.

Header · Row data
`x`quantitative	`y`quantitative
14	38
20	45
25	41
38	57
45	63
50	55
64	72
72	79
78	70
61	88

Browser API · Portable schema

Browser API

Graflume.scatter()

const data = [
  {
    "group": "Starter",
    "name": "Atlas Lab",
    "size": 28,
    "x": 14,
    "y": 38,
    "z": 7
  },
  {
    "group": "Starter",
    "name": "Beacon Co",
    "size": 34,
    "x": 20,
    "y": 45,
    "z": 10
  },
  {
    "group": "Starter",
    "name": "Civic Data",
    "size": 31,
    "x": 25,
    "y": 41,
    "z": 12
  },
  {
    "group": "Growth",
    "name": "Delta Ops",
    "size": 64,
    "x": 38,
    "y": 57,
    "z": 15
  },
  {
    "group": "Growth",
    "name": "Ember Labs",
    "size": 78,
    "x": 45,
    "y": 63,
    "z": 18
  },
  {
    "group": "Growth",
    "name": "Foundry BI",
    "size": 70,
    "x": 50,
    "y": 55,
    "z": 21
  },
  {
    "group": "Scale",
    "name": "Harbor AI",
    "size": 112,
    "x": 64,
    "y": 72,
    "z": 25
  },
  {
    "group": "Scale",
    "name": "Lattice Co",
    "size": 128,
    "x": 72,
    "y": 79,
    "z": 28
  },
  {
    "group": "Scale",
    "name": "Meridian",
    "size": 118,
    "x": 78,
    "y": 70,
    "z": 31
  },
  {
    "group": "Opportunity",
    "name": "Northstar",
    "size": 52,
    "x": 61,
    "y": 88,
    "z": 34
  }
];

const options = {
  "height": 620,
  "locale": "en",
  "title": {
    "subtitle": "Scatter chart uses runnable data and options to demonstrate point mark; performance sampling.",
    "text": "Scatter"
  },
  "width": "container",
  "x": {
    "field": "x",
    "title": "Engagement score",
    "type": "quantitative"
  },
  "y": {
    "field": "y",
    "title": "Satisfaction score",
    "type": "quantitative"
  }
};

Graflume.scatter('#chart', data, options);

Portable schema

ChartSpec 0.1 · options

{
  "height": 620,
  "locale": "en",
  "title": {
    "subtitle": "Scatter chart uses runnable data and options to demonstrate point mark; performance sampling.",
    "text": "Scatter"
  },
  "width": "container",
  "x": {
    "field": "x",
    "title": "Engagement score",
    "type": "quantitative"
  },
  "y": {
    "field": "y",
    "title": "Satisfaction score",
    "type": "quantitative"
  }
}

Reveal exact values from a mark or axis position. Authors can choose locale-aware date/time styles and a time zone with declarative options.

StatusLoading

tooltip

Graflume.scatter() Canvas 2D

Control help

Use Tab to reach a control and Enter or Space to activate it. With the chart focused, use plus and minus to zoom and arrow keys to pan.

Reveal exact values from a mark or axis position. Authors can choose locale-aware date/time styles and a time zone with declarative options.

Tooltip · Row data
`x`quantitative	`y`quantitative
14	38
20	45
25	41
38	57
45	63
50	55
64	72
72	79
78	70
61	88

Browser API · Portable schema

Browser API

const data = [
  {
    "group": "Starter",
    "name": "Atlas Lab",
    "size": 28,
    "x": 14,
    "y": 38,
    "z": 7
  },
  {
    "group": "Starter",
    "name": "Beacon Co",
    "size": 34,
    "x": 20,
    "y": 45,
    "z": 10
  },
  {
    "group": "Starter",
    "name": "Civic Data",
    "size": 31,
    "x": 25,
    "y": 41,
    "z": 12
  },
  {
    "group": "Growth",
    "name": "Delta Ops",
    "size": 64,
    "x": 38,
    "y": 57,
    "z": 15
  },
  {
    "group": "Growth",
    "name": "Ember Labs",
    "size": 78,
    "x": 45,
    "y": 63,
    "z": 18
  },
  {
    "group": "Growth",
    "name": "Foundry BI",
    "size": 70,
    "x": 50,
    "y": 55,
    "z": 21
  },
  {
    "group": "Scale",
    "name": "Harbor AI",
    "size": 112,
    "x": 64,
    "y": 72,
    "z": 25
  },
  {
    "group": "Scale",
    "name": "Lattice Co",
    "size": 128,
    "x": 72,
    "y": 79,
    "z": 28
  },
  {
    "group": "Scale",
    "name": "Meridian",
    "size": 118,
    "x": 78,
    "y": 70,
    "z": 31
  },
  {
    "group": "Opportunity",
    "name": "Northstar",
    "size": 52,
    "x": 61,
    "y": 88,
    "z": 34
  }
];

const options = {
  "height": 620,
  "interaction": {
    "hover": true,
    "tooltip": {
      "fields": [
        {
          "field": "x",
          "format": "number",
          "label": "X"
        },
        {
          "field": "y",
          "format": "number",
          "label": "Y"
        }
      ],
      "title": "Scatter · Tooltip",
      "trigger": "mark"
    }
  },
  "locale": "en",
  "width": "container",
  "x": {
    "field": "x",
    "title": "Engagement score",
    "type": "quantitative"
  },
  "y": {
    "field": "y",
    "title": "Satisfaction score",
    "type": "quantitative"
  }
};

Graflume.scatter('#chart', data, options);

Portable schema

{
  "height": 620,
  "interaction": {
    "hover": true,
    "tooltip": {
      "fields": [
        {
          "field": "x",
          "format": "number",
          "label": "X"
        },
        {
          "field": "y",
          "format": "number",
          "label": "Y"
        }
      ],
      "title": "Scatter · Tooltip",
      "trigger": "mark"
    }
  },
  "locale": "en",
  "width": "container",
  "x": {
    "field": "x",
    "title": "Engagement score",
    "type": "quantitative"
  },
  "y": {
    "field": "y",
    "title": "Satisfaction score",
    "type": "quantitative"
  }
}

Theme

Apply the current built-in theme from the selector and update every active example together.

StatusLoading

theme

Graflume.scatter() Canvas 2D

Control help

Use Tab to reach a control and Enter or Space to activate it. With the chart focused, use plus and minus to zoom and arrow keys to pan.

Apply the current built-in theme from the selector and update every active example together.

Theme · Row data
`x`quantitative	`y`quantitative
14	38
20	45
25	41
38	57
45	63
50	55
64	72
72	79
78	70
61	88

Browser API · Portable schema

Browser API

Graflume.scatter()

const data = [
  {
    "group": "Starter",
    "name": "Atlas Lab",
    "size": 28,
    "x": 14,
    "y": 38,
    "z": 7
  },
  {
    "group": "Starter",
    "name": "Beacon Co",
    "size": 34,
    "x": 20,
    "y": 45,
    "z": 10
  },
  {
    "group": "Starter",
    "name": "Civic Data",
    "size": 31,
    "x": 25,
    "y": 41,
    "z": 12
  },
  {
    "group": "Growth",
    "name": "Delta Ops",
    "size": 64,
    "x": 38,
    "y": 57,
    "z": 15
  },
  {
    "group": "Growth",
    "name": "Ember Labs",
    "size": 78,
    "x": 45,
    "y": 63,
    "z": 18
  },
  {
    "group": "Growth",
    "name": "Foundry BI",
    "size": 70,
    "x": 50,
    "y": 55,
    "z": 21
  },
  {
    "group": "Scale",
    "name": "Harbor AI",
    "size": 112,
    "x": 64,
    "y": 72,
    "z": 25
  },
  {
    "group": "Scale",
    "name": "Lattice Co",
    "size": 128,
    "x": 72,
    "y": 79,
    "z": 28
  },
  {
    "group": "Scale",
    "name": "Meridian",
    "size": 118,
    "x": 78,
    "y": 70,
    "z": 31
  },
  {
    "group": "Opportunity",
    "name": "Northstar",
    "size": 52,
    "x": 61,
    "y": 88,
    "z": 34
  }
];

const options = {
  "height": 620,
  "locale": "en",
  "theme": "graflume-light",
  "width": "container",
  "x": {
    "field": "x",
    "title": "Engagement score",
    "type": "quantitative"
  },
  "y": {
    "field": "y",
    "title": "Satisfaction score",
    "type": "quantitative"
  }
};

Graflume.scatter('#chart', data, options);

Portable schema

ChartSpec 0.1 · options

{
  "height": 620,
  "locale": "en",
  "theme": "graflume-light",
  "width": "container",
  "x": {
    "field": "x",
    "title": "Engagement score",
    "type": "quantitative"
  },
  "y": {
    "field": "y",
    "title": "Satisfaction score",
    "type": "quantitative"
  }
}

Legend

Explain the visual meaning of layers, categories, or continuous values.

StatusLoading

legend

Legend: legend · layers · one series

Graflume.scatter() Canvas 2D

Control help

Use Tab to reach a control and Enter or Space to activate it. With the chart focused, use plus and minus to zoom and arrow keys to pan.

Explain the visual meaning of layers, categories, or continuous values.

Legend · Row data
`x`quantitative	`y`quantitative
14	38
20	45
25	41
38	57
45	63
50	55
64	72
72	79
78	70
61	88

Browser API · Portable schema

Browser API

Graflume.scatter()

const data = [
  {
    "group": "Starter",
    "name": "Atlas Lab",
    "size": 28,
    "x": 14,
    "y": 38,
    "z": 7
  },
  {
    "group": "Starter",
    "name": "Beacon Co",
    "size": 34,
    "x": 20,
    "y": 45,
    "z": 10
  },
  {
    "group": "Starter",
    "name": "Civic Data",
    "size": 31,
    "x": 25,
    "y": 41,
    "z": 12
  },
  {
    "group": "Growth",
    "name": "Delta Ops",
    "size": 64,
    "x": 38,
    "y": 57,
    "z": 15
  },
  {
    "group": "Growth",
    "name": "Ember Labs",
    "size": 78,
    "x": 45,
    "y": 63,
    "z": 18
  },
  {
    "group": "Growth",
    "name": "Foundry BI",
    "size": 70,
    "x": 50,
    "y": 55,
    "z": 21
  },
  {
    "group": "Scale",
    "name": "Harbor AI",
    "size": 112,
    "x": 64,
    "y": 72,
    "z": 25
  },
  {
    "group": "Scale",
    "name": "Lattice Co",
    "size": 128,
    "x": 72,
    "y": 79,
    "z": 28
  },
  {
    "group": "Scale",
    "name": "Meridian",
    "size": 118,
    "x": 78,
    "y": 70,
    "z": 31
  },
  {
    "group": "Opportunity",
    "name": "Northstar",
    "size": 52,
    "x": 61,
    "y": 88,
    "z": 34
  }
];

const options = {
  "height": 620,
  "legend": {
    "interactive": true,
    "items": [
      {
        "id": "series",
        "label": "Scatter · Legend",
        "layerId": "layer-0"
      }
    ],
    "labels": {
      "hide": "Hide",
      "show": "Show"
    },
    "maxItems": 8,
    "mode": "layers",
    "orientation": "horizontal",
    "position": "bottom",
    "title": "Scatter · Legend",
    "visible": true
  },
  "locale": "en",
  "width": "container",
  "x": {
    "field": "x",
    "title": "Engagement score",
    "type": "quantitative"
  },
  "y": {
    "field": "y",
    "title": "Satisfaction score",
    "type": "quantitative"
  }
};

Graflume.scatter('#chart', data, options);

Portable schema

ChartSpec 0.1 · options

{
  "height": 620,
  "legend": {
    "interactive": true,
    "items": [
      {
        "id": "series",
        "label": "Scatter · Legend",
        "layerId": "layer-0"
      }
    ],
    "labels": {
      "hide": "Hide",
      "show": "Show"
    },
    "maxItems": 8,
    "mode": "layers",
    "orientation": "horizontal",
    "position": "bottom",
    "title": "Scatter · Legend",
    "visible": true
  },
  "locale": "en",
  "width": "container",
  "x": {
    "field": "x",
    "title": "Engagement score",
    "type": "quantitative"
  },
  "y": {
    "field": "y",
    "title": "Satisfaction score",
    "type": "quantitative"
  }
}

Highlight

Emphasize a representative datum or spatial position to guide inspection.

StatusLoading

highlight

Point and range highlights: highlights[] · datum · x

Graflume.scatter() Canvas 2D

Control help

Use Tab to reach a control and Enter or Space to activate it. With the chart focused, use plus and minus to zoom and arrow keys to pan.

Emphasize a representative datum or spatial position to guide inspection.

Highlight · Row data
`x`quantitative	`y`quantitative
14	38
20	45
25	41
38	57
45	63
50	55
64	72
72	79
78	70
61	88

Browser API · Portable schema

Browser API

Graflume.scatter()

const data = [
  {
    "group": "Starter",
    "name": "Atlas Lab",
    "size": 28,
    "x": 14,
    "y": 38,
    "z": 7
  },
  {
    "group": "Starter",
    "name": "Beacon Co",
    "size": 34,
    "x": 20,
    "y": 45,
    "z": 10
  },
  {
    "group": "Starter",
    "name": "Civic Data",
    "size": 31,
    "x": 25,
    "y": 41,
    "z": 12
  },
  {
    "group": "Growth",
    "name": "Delta Ops",
    "size": 64,
    "x": 38,
    "y": 57,
    "z": 15
  },
  {
    "group": "Growth",
    "name": "Ember Labs",
    "size": 78,
    "x": 45,
    "y": 63,
    "z": 18
  },
  {
    "group": "Growth",
    "name": "Foundry BI",
    "size": 70,
    "x": 50,
    "y": 55,
    "z": 21
  },
  {
    "group": "Scale",
    "name": "Harbor AI",
    "size": 112,
    "x": 64,
    "y": 72,
    "z": 25
  },
  {
    "group": "Scale",
    "name": "Lattice Co",
    "size": 128,
    "x": 72,
    "y": 79,
    "z": 28
  },
  {
    "group": "Scale",
    "name": "Meridian",
    "size": 118,
    "x": 78,
    "y": 70,
    "z": 31
  },
  {
    "group": "Opportunity",
    "name": "Northstar",
    "size": 52,
    "x": 61,
    "y": 88,
    "z": 34
  }
];

const options = {
  "height": 620,
  "highlights": [
    {
      "id": "manual-focus",
      "padding": 7,
      "target": {
        "field": "x",
        "type": "datum",
        "value": 50
      }
    }
  ],
  "locale": "en",
  "width": "container",
  "x": {
    "field": "x",
    "title": "Engagement score",
    "type": "quantitative"
  },
  "y": {
    "field": "y",
    "title": "Satisfaction score",
    "type": "quantitative"
  }
};

Graflume.scatter('#chart', data, options);

Portable schema

ChartSpec 0.1 · options

{
  "height": 620,
  "highlights": [
    {
      "id": "manual-focus",
      "padding": 7,
      "target": {
        "field": "x",
        "type": "datum",
        "value": 50
      }
    }
  ],
  "locale": "en",
  "width": "container",
  "x": {
    "field": "x",
    "title": "Engagement score",
    "type": "quantitative"
  },
  "y": {
    "field": "y",
    "title": "Satisfaction score",
    "type": "quantitative"
  }
}

Callout

Show an explanatory callout with automatic collision avoidance and multilingual wrapping.

StatusLoading

callout

Custom callouts: annotations[] · datum · x · callout · placement:auto

Graflume.scatter() Canvas 2D

Control help

Use Tab to reach a control and Enter or Space to activate it. With the chart focused, use plus and minus to zoom and arrow keys to pan.

Show an explanatory callout with automatic collision avoidance and multilingual wrapping.

Callout · Row data
`x`quantitative	`y`quantitative
14	38
20	45
25	41
38	57
45	63
50	55
64	72
72	79
78	70
61	88

Browser API · Portable schema

Browser API

Graflume.scatter()

const data = [
  {
    "group": "Starter",
    "name": "Atlas Lab",
    "size": 28,
    "x": 14,
    "y": 38,
    "z": 7
  },
  {
    "group": "Starter",
    "name": "Beacon Co",
    "size": 34,
    "x": 20,
    "y": 45,
    "z": 10
  },
  {
    "group": "Starter",
    "name": "Civic Data",
    "size": 31,
    "x": 25,
    "y": 41,
    "z": 12
  },
  {
    "group": "Growth",
    "name": "Delta Ops",
    "size": 64,
    "x": 38,
    "y": 57,
    "z": 15
  },
  {
    "group": "Growth",
    "name": "Ember Labs",
    "size": 78,
    "x": 45,
    "y": 63,
    "z": 18
  },
  {
    "group": "Growth",
    "name": "Foundry BI",
    "size": 70,
    "x": 50,
    "y": 55,
    "z": 21
  },
  {
    "group": "Scale",
    "name": "Harbor AI",
    "size": 112,
    "x": 64,
    "y": 72,
    "z": 25
  },
  {
    "group": "Scale",
    "name": "Lattice Co",
    "size": 128,
    "x": 72,
    "y": 79,
    "z": 28
  },
  {
    "group": "Scale",
    "name": "Meridian",
    "size": 118,
    "x": 78,
    "y": 70,
    "z": 31
  },
  {
    "group": "Opportunity",
    "name": "Northstar",
    "size": 52,
    "x": 61,
    "y": 88,
    "z": 34
  }
];

const options = {
  "annotations": [
    {
      "connector": {
        "visible": true
      },
      "detail": "Attach user-authored safe text to a datum, axis range, or normalized plot position.",
      "id": "manual-callout",
      "placement": "auto",
      "style": {
        "maxWidth": 220,
        "padding": 8
      },
      "target": {
        "field": "x",
        "type": "datum",
        "value": 50
      },
      "text": "Point and range highlights · 50"
    }
  ],
  "height": 620,
  "interaction": {
    "controls": {
      "annotations": true,
      "labels": {
        "controls": "Chart controls",
        "enterFullscreen": "Enter fullscreen",
        "exitFullscreen": "Exit fullscreen",
        "exportPng": "Download PNG",
        "hideAnnotations": "Hide callouts",
        "loop": "Loop playback",
        "nextFrame": "Next frame",
        "pause": "Pause",
        "play": "Play",
        "previousFrame": "Previous frame",
        "reset": "Reset view",
        "seek": "Playback position",
        "showAnnotations": "Show callouts",
        "speed": "Playback speed",
        "zoomIn": "Zoom in",
        "zoomOut": "Zoom out"
      }
    }
  },
  "locale": "en",
  "width": "container",
  "x": {
    "field": "x",
    "title": "Engagement score",
    "type": "quantitative"
  },
  "y": {
    "field": "y",
    "title": "Satisfaction score",
    "type": "quantitative"
  }
};

Graflume.scatter('#chart', data, options);

Portable schema

ChartSpec 0.1 · options

{
  "annotations": [
    {
      "connector": {
        "visible": true
      },
      "detail": "Attach user-authored safe text to a datum, axis range, or normalized plot position.",
      "id": "manual-callout",
      "placement": "auto",
      "style": {
        "maxWidth": 220,
        "padding": 8
      },
      "target": {
        "field": "x",
        "type": "datum",
        "value": 50
      },
      "text": "Point and range highlights · 50"
    }
  ],
  "height": 620,
  "interaction": {
    "controls": {
      "annotations": true,
      "labels": {
        "controls": "Chart controls",
        "enterFullscreen": "Enter fullscreen",
        "exitFullscreen": "Exit fullscreen",
        "exportPng": "Download PNG",
        "hideAnnotations": "Hide callouts",
        "loop": "Loop playback",
        "nextFrame": "Next frame",
        "pause": "Pause",
        "play": "Play",
        "previousFrame": "Previous frame",
        "reset": "Reset view",
        "seek": "Playback position",
        "showAnnotations": "Show callouts",
        "speed": "Playback speed",
        "zoomIn": "Zoom in",
        "zoomOut": "Zoom out"
      }
    }
  },
  "locale": "en",
  "width": "container",
  "x": {
    "field": "x",
    "title": "Engagement score",
    "type": "quantitative"
  },
  "y": {
    "field": "y",
    "title": "Satisfaction score",
    "type": "quantitative"
  }
}

Selection

Select and toggle data, then clear it from the background or Escape key.

StatusLoading

selection

Interactive selection: selection · multiple · toggle

Graflume.scatter() Canvas 2D

Control help

Use Tab to reach a control and Enter or Space to activate it. With the chart focused, use plus and minus to zoom and arrow keys to pan.

Select and toggle data, then clear it from the background or Escape key.

Selection · Row data
`x`quantitative	`y`quantitative
14	38
20	45
25	41
38	57
45	63
50	55
64	72
72	79
78	70
61	88

Browser API · Portable schema

Browser API

Graflume.scatter()

const data = [
  {
    "group": "Starter",
    "name": "Atlas Lab",
    "size": 28,
    "x": 14,
    "y": 38,
    "z": 7
  },
  {
    "group": "Starter",
    "name": "Beacon Co",
    "size": 34,
    "x": 20,
    "y": 45,
    "z": 10
  },
  {
    "group": "Starter",
    "name": "Civic Data",
    "size": 31,
    "x": 25,
    "y": 41,
    "z": 12
  },
  {
    "group": "Growth",
    "name": "Delta Ops",
    "size": 64,
    "x": 38,
    "y": 57,
    "z": 15
  },
  {
    "group": "Growth",
    "name": "Ember Labs",
    "size": 78,
    "x": 45,
    "y": 63,
    "z": 18
  },
  {
    "group": "Growth",
    "name": "Foundry BI",
    "size": 70,
    "x": 50,
    "y": 55,
    "z": 21
  },
  {
    "group": "Scale",
    "name": "Harbor AI",
    "size": 112,
    "x": 64,
    "y": 72,
    "z": 25
  },
  {
    "group": "Scale",
    "name": "Lattice Co",
    "size": 128,
    "x": 72,
    "y": 79,
    "z": 28
  },
  {
    "group": "Scale",
    "name": "Meridian",
    "size": 118,
    "x": 78,
    "y": 70,
    "z": 31
  },
  {
    "group": "Opportunity",
    "name": "Northstar",
    "size": 52,
    "x": 61,
    "y": 88,
    "z": 34
  }
];

const options = {
  "height": 620,
  "interaction": {
    "selection": {
      "ariaLabel": "Interactive selection",
      "clearOnBackground": true,
      "clearOnEscape": true,
      "highlight": {
        "padding": 5
      },
      "key": "x",
      "mode": "multiple",
      "toggle": true
    }
  },
  "locale": "en",
  "width": "container",
  "x": {
    "field": "x",
    "title": "Engagement score",
    "type": "quantitative"
  },
  "y": {
    "field": "y",
    "title": "Satisfaction score",
    "type": "quantitative"
  }
};

Graflume.scatter('#chart', data, options);

Portable schema

ChartSpec 0.1 · options

{
  "height": 620,
  "interaction": {
    "selection": {
      "ariaLabel": "Interactive selection",
      "clearOnBackground": true,
      "clearOnEscape": true,
      "highlight": {
        "padding": 5
      },
      "key": "x",
      "mode": "multiple",
      "toggle": true
    }
  },
  "locale": "en",
  "width": "container",
  "x": {
    "field": "x",
    "title": "Engagement score",
    "type": "quantitative"
  },
  "y": {
    "field": "y",
    "title": "Satisfaction score",
    "type": "quantitative"
  }
}

View controls

Show or hide zoom, pan, reset, projection, fullscreen, and PNG export one menu at a time. Set controls: false to remove the entire toolbar.

StatusLoading

controls

Graflume.scatter() Canvas 2D

Control help

Use Tab to reach a control and Enter or Space to activate it. With the chart focused, use plus and minus to zoom and arrow keys to pan.

Show or hide zoom, pan, reset, projection, fullscreen, and PNG export one menu at a time. Set controls: false to remove the entire toolbar.

View controls · Row data
`x`quantitative	`y`quantitative
14	38
20	45
25	41
38	57
45	63
50	55
64	72
72	79
78	70
61	88

Browser API · Portable schema

Browser API

Graflume.scatter()

const data = [
  {
    "group": "Starter",
    "name": "Atlas Lab",
    "size": 28,
    "x": 14,
    "y": 38,
    "z": 7
  },
  {
    "group": "Starter",
    "name": "Beacon Co",
    "size": 34,
    "x": 20,
    "y": 45,
    "z": 10
  },
  {
    "group": "Starter",
    "name": "Civic Data",
    "size": 31,
    "x": 25,
    "y": 41,
    "z": 12
  },
  {
    "group": "Growth",
    "name": "Delta Ops",
    "size": 64,
    "x": 38,
    "y": 57,
    "z": 15
  },
  {
    "group": "Growth",
    "name": "Ember Labs",
    "size": 78,
    "x": 45,
    "y": 63,
    "z": 18
  },
  {
    "group": "Growth",
    "name": "Foundry BI",
    "size": 70,
    "x": 50,
    "y": 55,
    "z": 21
  },
  {
    "group": "Scale",
    "name": "Harbor AI",
    "size": 112,
    "x": 64,
    "y": 72,
    "z": 25
  },
  {
    "group": "Scale",
    "name": "Lattice Co",
    "size": 128,
    "x": 72,
    "y": 79,
    "z": 28
  },
  {
    "group": "Scale",
    "name": "Meridian",
    "size": 118,
    "x": 78,
    "y": 70,
    "z": 31
  },
  {
    "group": "Opportunity",
    "name": "Northstar",
    "size": 52,
    "x": 61,
    "y": 88,
    "z": 34
  }
];

const options = {
  "height": 620,
  "interaction": {
    "controls": {
      "annotations": false,
      "export": true,
      "fullscreen": true,
      "labels": {
        "controls": "Chart controls",
        "enterFullscreen": "Enter fullscreen",
        "exitFullscreen": "Exit fullscreen",
        "exportPng": "Download PNG",
        "hideAnnotations": "Hide callouts",
        "loop": "Loop playback",
        "nextFrame": "Next frame",
        "pause": "Pause",
        "play": "Play",
        "previousFrame": "Previous frame",
        "reset": "Reset view",
        "seek": "Playback position",
        "showAnnotations": "Show callouts",
        "speed": "Playback speed",
        "zoomIn": "Zoom in",
        "zoomOut": "Zoom out"
      },
      "playback": false,
      "reset": true,
      "zoom": true
    },
    "navigation": {
      "drag": true,
      "keyboard": true,
      "maxZoom": 6,
      "minZoom": 1,
      "pinch": true,
      "wheel": "modifier"
    }
  },
  "locale": "en",
  "padding": {
    "top": 52
  },
  "width": "container",
  "x": {
    "field": "x",
    "title": "Engagement score",
    "type": "quantitative"
  },
  "y": {
    "field": "y",
    "title": "Satisfaction score",
    "type": "quantitative"
  }
};

Graflume.scatter('#chart', data, options);

Portable schema

ChartSpec 0.1 · options

{
  "height": 620,
  "interaction": {
    "controls": {
      "annotations": false,
      "export": true,
      "fullscreen": true,
      "labels": {
        "controls": "Chart controls",
        "enterFullscreen": "Enter fullscreen",
        "exitFullscreen": "Exit fullscreen",
        "exportPng": "Download PNG",
        "hideAnnotations": "Hide callouts",
        "loop": "Loop playback",
        "nextFrame": "Next frame",
        "pause": "Pause",
        "play": "Play",
        "previousFrame": "Previous frame",
        "reset": "Reset view",
        "seek": "Playback position",
        "showAnnotations": "Show callouts",
        "speed": "Playback speed",
        "zoomIn": "Zoom in",
        "zoomOut": "Zoom out"
      },
      "playback": false,
      "reset": true,
      "zoom": true
    },
    "navigation": {
      "drag": true,
      "keyboard": true,
      "maxZoom": 6,
      "minZoom": 1,
      "pinch": true,
      "wheel": "modifier"
    }
  },
  "locale": "en",
  "padding": {
    "top": 52
  },
  "width": "container",
  "x": {
    "field": "x",
    "title": "Engagement score",
    "type": "quantitative"
  },
  "y": {
    "field": "y",
    "title": "Satisfaction score",
    "type": "quantitative"
  }
}

Accessibility

Pair ARIA descriptions and keyboard guidance with a semantic data table.

StatusLoading

accessibility

Graflume.scatter() Canvas 2D

Control help

Use Tab to reach a control and Enter or Space to activate it. With the chart focused, use plus and minus to zoom and arrow keys to pan.

Pair ARIA descriptions and keyboard guidance with a semantic data table.

Accessibility · Row data
`x`quantitative	`y`quantitative
14	38
20	45
25	41
38	57
45	63
50	55
64	72
72	79
78	70
61	88

Browser API · Portable schema

Browser API

Graflume.scatter()

const data = [
  {
    "group": "Starter",
    "name": "Atlas Lab",
    "size": 28,
    "x": 14,
    "y": 38,
    "z": 7
  },
  {
    "group": "Starter",
    "name": "Beacon Co",
    "size": 34,
    "x": 20,
    "y": 45,
    "z": 10
  },
  {
    "group": "Starter",
    "name": "Civic Data",
    "size": 31,
    "x": 25,
    "y": 41,
    "z": 12
  },
  {
    "group": "Growth",
    "name": "Delta Ops",
    "size": 64,
    "x": 38,
    "y": 57,
    "z": 15
  },
  {
    "group": "Growth",
    "name": "Ember Labs",
    "size": 78,
    "x": 45,
    "y": 63,
    "z": 18
  },
  {
    "group": "Growth",
    "name": "Foundry BI",
    "size": 70,
    "x": 50,
    "y": 55,
    "z": 21
  },
  {
    "group": "Scale",
    "name": "Harbor AI",
    "size": 112,
    "x": 64,
    "y": 72,
    "z": 25
  },
  {
    "group": "Scale",
    "name": "Lattice Co",
    "size": 128,
    "x": 72,
    "y": 79,
    "z": 28
  },
  {
    "group": "Scale",
    "name": "Meridian",
    "size": 118,
    "x": 78,
    "y": 70,
    "z": 31
  },
  {
    "group": "Opportunity",
    "name": "Northstar",
    "size": 52,
    "x": 61,
    "y": 88,
    "z": 34
  }
];

const options = {
  "accessibility": {
    "description": "Zoom and pan inspect the rendered surface without changing data axes or values. When playback controls are available, they move through real steps in the order each unique value first appears in the source data.",
    "label": "Scatter · Accessibility example"
  },
  "height": 620,
  "locale": "en",
  "width": "container",
  "x": {
    "field": "x",
    "title": "Engagement score",
    "type": "quantitative"
  },
  "y": {
    "field": "y",
    "title": "Satisfaction score",
    "type": "quantitative"
  }
};

Graflume.scatter('#chart', data, options);

Portable schema

ChartSpec 0.1 · options

{
  "accessibility": {
    "description": "Zoom and pan inspect the rendered surface without changing data axes or values. When playback controls are available, they move through real steps in the order each unique value first appears in the source data.",
    "label": "Scatter · Accessibility example"
  },
  "height": 620,
  "locale": "en",
  "width": "container",
  "x": {
    "field": "x",
    "title": "Engagement score",
    "type": "quantitative"
  },
  "y": {
    "field": "y",
    "title": "Satisfaction score",
    "type": "quantitative"
  }
}

Chart-specific features

Every executable mode in this family

These tabs come from Graflume's public catalog. Every mode owns runnable data, options, a Quick API, and source-backed feature claims.

Scatter chart

Scatter chart uses runnable data and options to demonstrate point mark; performance sampling.

StatusLoading

scatter
point mark
performance sampling
data-domain navigation

Graflume.scatter() Canvas 2D

Control help

Use Tab to reach a control and Enter or Space to activate it. With the chart focused, use plus and minus to zoom and arrow keys to pan.

Scatter chart uses runnable data and options to demonstrate point mark; performance sampling.

Scatter chart · Row data
`x`quantitative	`y`quantitative
14	38
20	45
25	41
38	57
45	63
50	55
64	72
72	79
78	70
61	88

Browser API · Portable schema

Browser API

Graflume.scatter()

const data = [
  {
    "group": "Starter",
    "name": "Atlas Lab",
    "size": 28,
    "x": 14,
    "y": 38,
    "z": 7
  },
  {
    "group": "Starter",
    "name": "Beacon Co",
    "size": 34,
    "x": 20,
    "y": 45,
    "z": 10
  },
  {
    "group": "Starter",
    "name": "Civic Data",
    "size": 31,
    "x": 25,
    "y": 41,
    "z": 12
  },
  {
    "group": "Growth",
    "name": "Delta Ops",
    "size": 64,
    "x": 38,
    "y": 57,
    "z": 15
  },
  {
    "group": "Growth",
    "name": "Ember Labs",
    "size": 78,
    "x": 45,
    "y": 63,
    "z": 18
  },
  {
    "group": "Growth",
    "name": "Foundry BI",
    "size": 70,
    "x": 50,
    "y": 55,
    "z": 21
  },
  {
    "group": "Scale",
    "name": "Harbor AI",
    "size": 112,
    "x": 64,
    "y": 72,
    "z": 25
  },
  {
    "group": "Scale",
    "name": "Lattice Co",
    "size": 128,
    "x": 72,
    "y": 79,
    "z": 28
  },
  {
    "group": "Scale",
    "name": "Meridian",
    "size": 118,
    "x": 78,
    "y": 70,
    "z": 31
  },
  {
    "group": "Opportunity",
    "name": "Northstar",
    "size": 52,
    "x": 61,
    "y": 88,
    "z": 34
  }
];

const options = {
  "accessibility": {
    "description": "Zoom and pan inspect the rendered surface without changing data axes or values. When playback controls are available, they move through real steps in the order each unique value first appears in the source data.",
    "label": "Scatter example"
  },
  "axes": {
    "x": {
      "ticks": {
        "count": 5
      }
    },
    "y": {
      "ticks": {
        "count": 5
      }
    }
  },
  "height": 620,
  "interaction": {
    "controls": {
      "annotations": false,
      "export": true,
      "fullscreen": true,
      "labels": {
        "controls": "Chart controls",
        "enterFullscreen": "Enter fullscreen",
        "exitFullscreen": "Exit fullscreen",
        "exportPng": "Download PNG",
        "hideAnnotations": "Hide callouts",
        "loop": "Loop playback",
        "nextFrame": "Next frame",
        "pause": "Pause",
        "play": "Play",
        "previousFrame": "Previous frame",
        "reset": "Reset view",
        "seek": "Playback position",
        "showAnnotations": "Show callouts",
        "speed": "Playback speed",
        "zoomIn": "Zoom in",
        "zoomOut": "Zoom out"
      },
      "playback": false,
      "reset": true,
      "zoom": true
    },
    "hover": true,
    "navigation": {
      "drag": true,
      "keyboard": true,
      "maxZoom": 6,
      "minZoom": 1,
      "pinch": true,
      "wheel": "modifier"
    },
    "tooltip": {
      "fields": [
        {
          "field": "x",
          "format": "number",
          "label": "X"
        },
        {
          "field": "y",
          "format": "number",
          "label": "Y"
        }
      ],
      "title": "Scatter",
      "trigger": "mark"
    }
  },
  "locale": "en",
  "padding": {
    "top": 52
  },
  "theme": "graflume-light",
  "title": {
    "subtitle": "Scatter chart uses runnable data and options to demonstrate point mark; performance sampling.",
    "text": "Scatter"
  },
  "width": "container",
  "x": {
    "field": "x",
    "title": "Engagement score",
    "type": "quantitative"
  },
  "y": {
    "field": "y",
    "title": "Satisfaction score",
    "type": "quantitative"
  }
};

Graflume.scatter('#chart', data, options);

Portable schema

ChartSpec 0.1 · options

{
  "accessibility": {
    "description": "Zoom and pan inspect the rendered surface without changing data axes or values. When playback controls are available, they move through real steps in the order each unique value first appears in the source data.",
    "label": "Scatter example"
  },
  "axes": {
    "x": {
      "ticks": {
        "count": 5
      }
    },
    "y": {
      "ticks": {
        "count": 5
      }
    }
  },
  "height": 620,
  "interaction": {
    "controls": {
      "annotations": false,
      "export": true,
      "fullscreen": true,
      "labels": {
        "controls": "Chart controls",
        "enterFullscreen": "Enter fullscreen",
        "exitFullscreen": "Exit fullscreen",
        "exportPng": "Download PNG",
        "hideAnnotations": "Hide callouts",
        "loop": "Loop playback",
        "nextFrame": "Next frame",
        "pause": "Pause",
        "play": "Play",
        "previousFrame": "Previous frame",
        "reset": "Reset view",
        "seek": "Playback position",
        "showAnnotations": "Show callouts",
        "speed": "Playback speed",
        "zoomIn": "Zoom in",
        "zoomOut": "Zoom out"
      },
      "playback": false,
      "reset": true,
      "zoom": true
    },
    "hover": true,
    "navigation": {
      "drag": true,
      "keyboard": true,
      "maxZoom": 6,
      "minZoom": 1,
      "pinch": true,
      "wheel": "modifier"
    },
    "tooltip": {
      "fields": [
        {
          "field": "x",
          "format": "number",
          "label": "X"
        },
        {
          "field": "y",
          "format": "number",
          "label": "Y"
        }
      ],
      "title": "Scatter",
      "trigger": "mark"
    }
  },
  "locale": "en",
  "padding": {
    "top": 52
  },
  "theme": "graflume-light",
  "title": {
    "subtitle": "Scatter chart uses runnable data and options to demonstrate point mark; performance sampling.",
    "text": "Scatter"
  },
  "width": "container",
  "x": {
    "field": "x",
    "title": "Engagement score",
    "type": "quantitative"
  },
  "y": {
    "field": "y",
    "title": "Satisfaction score",
    "type": "quantitative"
  }
}

Effect scatter chart

Effect scatter chart uses runnable data and options to demonstrate effect scatter; color/radius/shape/opacity encodings.

StatusLoading

effect-scatter
effect scatter
color/radius/shape/opacity encodings
spatial index and WebGL dispatch

Graflume.effectScatter() Canvas 2D

Control help

Use Tab to reach a control and Enter or Space to activate it. With the chart focused, use plus and minus to zoom and arrow keys to pan.

Effect scatter chart · Row data
`x`quantitative	`y`quantitative	`size`quantitative	`group`ordinal
14	38	28	Starter
20	45	34	Starter
25	41	31	Starter
38	57	64	Growth
45	63	78	Growth
50	55	70	Growth
64	72	112	Scale
72	79	128	Scale
78	70	118	Scale
61	88	52	Opportunity

Effect scatter chart uses runnable data and options to demonstrate effect scatter; color/radius/shape/opacity encodings.

Browser API · Portable schema

Browser API

Graflume.effectScatter()

const data = [
  {
    "group": "Starter",
    "name": "Atlas Lab",
    "size": 28,
    "x": 14,
    "y": 38,
    "z": 7
  },
  {
    "group": "Starter",
    "name": "Beacon Co",
    "size": 34,
    "x": 20,
    "y": 45,
    "z": 10
  },
  {
    "group": "Starter",
    "name": "Civic Data",
    "size": 31,
    "x": 25,
    "y": 41,
    "z": 12
  },
  {
    "group": "Growth",
    "name": "Delta Ops",
    "size": 64,
    "x": 38,
    "y": 57,
    "z": 15
  },
  {
    "group": "Growth",
    "name": "Ember Labs",
    "size": 78,
    "x": 45,
    "y": 63,
    "z": 18
  },
  {
    "group": "Growth",
    "name": "Foundry BI",
    "size": 70,
    "x": 50,
    "y": 55,
    "z": 21
  },
  {
    "group": "Scale",
    "name": "Harbor AI",
    "size": 112,
    "x": 64,
    "y": 72,
    "z": 25
  },
  {
    "group": "Scale",
    "name": "Lattice Co",
    "size": 128,
    "x": 72,
    "y": 79,
    "z": 28
  },
  {
    "group": "Scale",
    "name": "Meridian",
    "size": 118,
    "x": 78,
    "y": 70,
    "z": 31
  },
  {
    "group": "Opportunity",
    "name": "Northstar",
    "size": 52,
    "x": 61,
    "y": 88,
    "z": 34
  }
];

const options = {
  "accessibility": {
    "description": "Zoom and pan inspect the rendered surface without changing data axes or values. When playback controls are available, they move through real steps in the order each unique value first appears in the source data.",
    "label": "Scatter · Effect scatter chart example"
  },
  "axes": {
    "x": {
      "ticks": {
        "count": 5
      }
    },
    "y": {
      "ticks": {
        "count": 5
      }
    }
  },
  "height": 620,
  "interaction": {
    "controls": {
      "annotations": false,
      "export": true,
      "fullscreen": true,
      "labels": {
        "controls": "Chart controls",
        "enterFullscreen": "Enter fullscreen",
        "exitFullscreen": "Exit fullscreen",
        "exportPng": "Download PNG",
        "hideAnnotations": "Hide callouts",
        "loop": "Loop playback",
        "nextFrame": "Next frame",
        "pause": "Pause",
        "play": "Play",
        "previousFrame": "Previous frame",
        "reset": "Reset view",
        "seek": "Playback position",
        "showAnnotations": "Show callouts",
        "speed": "Playback speed",
        "zoomIn": "Zoom in",
        "zoomOut": "Zoom out"
      },
      "playback": false,
      "reset": true,
      "zoom": true
    },
    "hover": true,
    "navigation": {
      "drag": true,
      "keyboard": true,
      "maxZoom": 6,
      "minZoom": 1,
      "pinch": true,
      "wheel": "modifier"
    },
    "tooltip": {
      "fields": [
        {
          "field": "x",
          "format": "number",
          "label": "X"
        },
        {
          "field": "y",
          "format": "number",
          "label": "Y"
        },
        {
          "field": "size",
          "format": "number",
          "label": "Size"
        },
        {
          "field": "group",
          "format": "auto",
          "label": "Group"
        }
      ],
      "title": "Scatter · Effect scatter chart",
      "trigger": "mark"
    }
  },
  "locale": "en",
  "mark": {
    "fields": {
      "color": "group",
      "size": "size"
    }
  },
  "padding": {
    "top": 52
  },
  "theme": "graflume-light",
  "title": {
    "subtitle": "Effect scatter chart uses runnable data and options to demonstrate effect scatter; color/radius/shape/opacity encodings.",
    "text": "Scatter · Effect scatter chart"
  },
  "width": "container",
  "x": {
    "field": "x",
    "title": "Engagement score",
    "type": "quantitative"
  },
  "y": {
    "field": "y",
    "title": "Satisfaction score",
    "type": "quantitative"
  }
};

Graflume.effectScatter('#chart', data, options);

Portable schema

ChartSpec 0.1 · options

{
  "accessibility": {
    "description": "Zoom and pan inspect the rendered surface without changing data axes or values. When playback controls are available, they move through real steps in the order each unique value first appears in the source data.",
    "label": "Scatter · Effect scatter chart example"
  },
  "axes": {
    "x": {
      "ticks": {
        "count": 5
      }
    },
    "y": {
      "ticks": {
        "count": 5
      }
    }
  },
  "height": 620,
  "interaction": {
    "controls": {
      "annotations": false,
      "export": true,
      "fullscreen": true,
      "labels": {
        "controls": "Chart controls",
        "enterFullscreen": "Enter fullscreen",
        "exitFullscreen": "Exit fullscreen",
        "exportPng": "Download PNG",
        "hideAnnotations": "Hide callouts",
        "loop": "Loop playback",
        "nextFrame": "Next frame",
        "pause": "Pause",
        "play": "Play",
        "previousFrame": "Previous frame",
        "reset": "Reset view",
        "seek": "Playback position",
        "showAnnotations": "Show callouts",
        "speed": "Playback speed",
        "zoomIn": "Zoom in",
        "zoomOut": "Zoom out"
      },
      "playback": false,
      "reset": true,
      "zoom": true
    },
    "hover": true,
    "navigation": {
      "drag": true,
      "keyboard": true,
      "maxZoom": 6,
      "minZoom": 1,
      "pinch": true,
      "wheel": "modifier"
    },
    "tooltip": {
      "fields": [
        {
          "field": "x",
          "format": "number",
          "label": "X"
        },
        {
          "field": "y",
          "format": "number",
          "label": "Y"
        },
        {
          "field": "size",
          "format": "number",
          "label": "Size"
        },
        {
          "field": "group",
          "format": "auto",
          "label": "Group"
        }
      ],
      "title": "Scatter · Effect scatter chart",
      "trigger": "mark"
    }
  },
  "locale": "en",
  "mark": {
    "fields": {
      "color": "group",
      "size": "size"
    }
  },
  "padding": {
    "top": 52
  },
  "theme": "graflume-light",
  "title": {
    "subtitle": "Effect scatter chart uses runnable data and options to demonstrate effect scatter; color/radius/shape/opacity encodings.",
    "text": "Scatter · Effect scatter chart"
  },
  "width": "container",
  "x": {
    "field": "x",
    "title": "Engagement score",
    "type": "quantitative"
  },
  "y": {
    "field": "y",
    "title": "Satisfaction score",
    "type": "quantitative"
  }
}

Three-axis scatter chart

Three-axis scatter chart uses runnable data and options to demonstrate portable 2D depth-cue scatter3d; brush/lasso/polygon selection.

StatusLoading

scatter-3d
portable 2D depth-cue scatter3d
brush/lasso/polygon selection

Graflume.scatter3d() Canvas 2D

Control help

Use Tab to reach a control and Enter or Space to activate it. With the chart focused, use plus and minus to zoom and arrow keys to pan.

Three-axis scatter chart · Row data
`x`quantitative	`y`quantitative	`z`quantitative	`group`ordinal	`size`quantitative
14	38	7	Starter	28
20	45	10	Starter	34
25	41	12	Starter	31
38	57	15	Growth	64
45	63	18	Growth	78
50	55	21	Growth	70
64	72	25	Scale	112
72	79	28	Scale	128
78	70	31	Scale	118
61	88	34	Opportunity	52

Three-axis scatter chart uses runnable data and options to demonstrate portable 2D depth-cue scatter3d; brush/lasso/polygon selection.

Browser API · Portable schema

Browser API

Graflume.scatter3d()

const data = [
  {
    "group": "Starter",
    "name": "Atlas Lab",
    "size": 28,
    "x": 14,
    "y": 38,
    "z": 7
  },
  {
    "group": "Starter",
    "name": "Beacon Co",
    "size": 34,
    "x": 20,
    "y": 45,
    "z": 10
  },
  {
    "group": "Starter",
    "name": "Civic Data",
    "size": 31,
    "x": 25,
    "y": 41,
    "z": 12
  },
  {
    "group": "Growth",
    "name": "Delta Ops",
    "size": 64,
    "x": 38,
    "y": 57,
    "z": 15
  },
  {
    "group": "Growth",
    "name": "Ember Labs",
    "size": 78,
    "x": 45,
    "y": 63,
    "z": 18
  },
  {
    "group": "Growth",
    "name": "Foundry BI",
    "size": 70,
    "x": 50,
    "y": 55,
    "z": 21
  },
  {
    "group": "Scale",
    "name": "Harbor AI",
    "size": 112,
    "x": 64,
    "y": 72,
    "z": 25
  },
  {
    "group": "Scale",
    "name": "Lattice Co",
    "size": 128,
    "x": 72,
    "y": 79,
    "z": 28
  },
  {
    "group": "Scale",
    "name": "Meridian",
    "size": 118,
    "x": 78,
    "y": 70,
    "z": 31
  },
  {
    "group": "Opportunity",
    "name": "Northstar",
    "size": 52,
    "x": 61,
    "y": 88,
    "z": 34
  }
];

const options = {
  "accessibility": {
    "description": "Zoom and pan inspect the rendered surface without changing data axes or values. When playback controls are available, they move through real steps in the order each unique value first appears in the source data.",
    "label": "Scatter · Three-axis scatter chart example"
  },
  "axes": {
    "x": {
      "ticks": {
        "count": 5
      }
    },
    "y": {
      "ticks": {
        "count": 5
      }
    }
  },
  "height": 620,
  "interaction": {
    "controls": {
      "annotations": false,
      "export": true,
      "fullscreen": true,
      "labels": {
        "controls": "Chart controls",
        "enterFullscreen": "Enter fullscreen",
        "exitFullscreen": "Exit fullscreen",
        "exportPng": "Download PNG",
        "hideAnnotations": "Hide callouts",
        "loop": "Loop playback",
        "nextFrame": "Next frame",
        "pause": "Pause",
        "play": "Play",
        "previousFrame": "Previous frame",
        "reset": "Reset view",
        "seek": "Playback position",
        "showAnnotations": "Show callouts",
        "speed": "Playback speed",
        "zoomIn": "Zoom in",
        "zoomOut": "Zoom out"
      },
      "playback": false,
      "reset": true,
      "zoom": true
    },
    "hover": true,
    "navigation": {
      "drag": true,
      "keyboard": true,
      "maxZoom": 6,
      "minZoom": 1,
      "pinch": true,
      "wheel": "modifier"
    },
    "tooltip": {
      "fields": [
        {
          "field": "x",
          "format": "number",
          "label": "X"
        },
        {
          "field": "y",
          "format": "number",
          "label": "Y"
        },
        {
          "field": "z",
          "format": "number",
          "label": "Z"
        },
        {
          "field": "group",
          "format": "auto",
          "label": "Group"
        },
        {
          "field": "size",
          "format": "number",
          "label": "Size"
        }
      ],
      "title": "Scatter · Three-axis scatter chart",
      "trigger": "mark"
    }
  },
  "locale": "en",
  "mark": {
    "fields": {
      "color": "group",
      "size": "size",
      "z": "z"
    }
  },
  "padding": {
    "top": 52
  },
  "theme": "graflume-light",
  "title": {
    "subtitle": "Three-axis scatter chart uses runnable data and options to demonstrate portable 2D depth-cue scatter3d; brush/lasso/polygon selection.",
    "text": "Scatter · Three-axis scatter chart"
  },
  "width": "container",
  "x": {
    "field": "x",
    "title": "Engagement score",
    "type": "quantitative"
  },
  "y": {
    "field": "y",
    "title": "Satisfaction score",
    "type": "quantitative"
  }
};

Graflume.scatter3d('#chart', data, options);

Portable schema

ChartSpec 0.1 · options

{
  "accessibility": {
    "description": "Zoom and pan inspect the rendered surface without changing data axes or values. When playback controls are available, they move through real steps in the order each unique value first appears in the source data.",
    "label": "Scatter · Three-axis scatter chart example"
  },
  "axes": {
    "x": {
      "ticks": {
        "count": 5
      }
    },
    "y": {
      "ticks": {
        "count": 5
      }
    }
  },
  "height": 620,
  "interaction": {
    "controls": {
      "annotations": false,
      "export": true,
      "fullscreen": true,
      "labels": {
        "controls": "Chart controls",
        "enterFullscreen": "Enter fullscreen",
        "exitFullscreen": "Exit fullscreen",
        "exportPng": "Download PNG",
        "hideAnnotations": "Hide callouts",
        "loop": "Loop playback",
        "nextFrame": "Next frame",
        "pause": "Pause",
        "play": "Play",
        "previousFrame": "Previous frame",
        "reset": "Reset view",
        "seek": "Playback position",
        "showAnnotations": "Show callouts",
        "speed": "Playback speed",
        "zoomIn": "Zoom in",
        "zoomOut": "Zoom out"
      },
      "playback": false,
      "reset": true,
      "zoom": true
    },
    "hover": true,
    "navigation": {
      "drag": true,
      "keyboard": true,
      "maxZoom": 6,
      "minZoom": 1,
      "pinch": true,
      "wheel": "modifier"
    },
    "tooltip": {
      "fields": [
        {
          "field": "x",
          "format": "number",
          "label": "X"
        },
        {
          "field": "y",
          "format": "number",
          "label": "Y"
        },
        {
          "field": "z",
          "format": "number",
          "label": "Z"
        },
        {
          "field": "group",
          "format": "auto",
          "label": "Group"
        },
        {
          "field": "size",
          "format": "number",
          "label": "Size"
        }
      ],
      "title": "Scatter · Three-axis scatter chart",
      "trigger": "mark"
    }
  },
  "locale": "en",
  "mark": {
    "fields": {
      "color": "group",
      "size": "size",
      "z": "z"
    }
  },
  "padding": {
    "top": 52
  },
  "theme": "graflume-light",
  "title": {
    "subtitle": "Three-axis scatter chart uses runnable data and options to demonstrate portable 2D depth-cue scatter3d; brush/lasso/polygon selection.",
    "text": "Scatter · Three-axis scatter chart"
  },
  "width": "container",
  "x": {
    "field": "x",
    "title": "Engagement score",
    "type": "quantitative"
  },
  "y": {
    "field": "y",
    "title": "Satisfaction score",
    "type": "quantitative"
  }
}

Edge cases

Numeric range, irregular structure, and data volume

Exercise numeric range, sparse structure, and large inputs with valid data. Each tab materializes data only when needed and never silently repairs invalid values.

Wide numeric range

Mix zero, very small finite values, and very large finite values to verify automatic domains, precision, and stable geometry. NaN and Infinity remain intentionally invalid. It applies 2 data-integrity rules that preserve finite values and axis domains.

StatusLoading

extreme-range
extreme-small
extreme-large
zero
mixed-sign
budget:marks<=6

Graflume.scatter() Canvas 2D

Control help

Use Tab to reach a control and Enter or Space to activate it. With the chart focused, use plus and minus to zoom and arrow keys to pan.

Wide numeric range · Row data
`x`quantitative	`y`quantitative
-1e+12	-1e-09
-1e-09	0
0	1e+12
1e+12	1e-09
1e-09	1e+06
1e+06	-1e+12

Browser API · Portable schema

Browser API

Graflume.scatter()

const data = [
  {
    "x": -1000000000000,
    "y": -1e-9
  },
  {
    "x": -1e-9,
    "y": 0
  },
  {
    "x": 0,
    "y": 1000000000000
  },
  {
    "x": 1000000000000,
    "y": 1e-9
  },
  {
    "x": 1e-9,
    "y": 1000000
  },
  {
    "x": 1000000,
    "y": -1000000000000
  }
];

const options = {
  "accessibility": {
    "description": "Customer segments expose a clear trade-off and one efficient opportunity. The example uses curated, deterministic data and exposes its exact values in a semantic table.",
    "label": "Scatter"
  },
  "height": 620,
  "locale": "en",
  "title": {
    "subtitle": "edge case · range",
    "text": "Scatter"
  },
  "width": "container",
  "x": {
    "field": "x",
    "title": "Engagement score",
    "type": "quantitative"
  },
  "y": {
    "field": "y",
    "scale": {
      "constant": 1,
      "type": "symlog"
    },
    "title": "Satisfaction score",
    "type": "quantitative"
  }
};

Graflume.scatter('#chart', data, options);

Portable schema

ChartSpec 0.1 · options

{
  "accessibility": {
    "description": "Customer segments expose a clear trade-off and one efficient opportunity. The example uses curated, deterministic data and exposes its exact values in a semantic table.",
    "label": "Scatter"
  },
  "height": 620,
  "locale": "en",
  "title": {
    "subtitle": "edge case · range",
    "text": "Scatter"
  },
  "width": "container",
  "x": {
    "field": "x",
    "title": "Engagement score",
    "type": "quantitative"
  },
  "y": {
    "field": "y",
    "scale": {
      "constant": 1,
      "type": "symlog"
    },
    "title": "Satisfaction score",
    "type": "quantitative"
  }
}

Sparse and irregular structure

Exercise only duplicate, missing, sparse, or out-of-order structures whose meaning is defined for this family. Broken references and malformed tuples are never disguised as successful examples. It applies 3 structural rules that preserve the meaning of missing, duplicate, and ordered values.

StatusLoading

irregular-structure
duplicate-point
out-of-order
null
budget:marks<=7

Graflume.scatter() Canvas 2D

Control help

Use Tab to reach a control and Enter or Space to activate it. With the chart focused, use plus and minus to zoom and arrow keys to pan.

Sparse and irregular structure · Row data
`x`quantitative	`y`quantitative
25	41
—	38
25	41
38	57
45	63
50	55
20	45

Browser API · Portable schema

Browser API

Graflume.scatter()

const data = [
  {
    "x": 25,
    "y": 41
  },
  {
    "x": null,
    "y": 38
  },
  {
    "x": 25,
    "y": 41
  },
  {
    "x": 38,
    "y": 57
  },
  {
    "x": 45,
    "y": 63
  },
  {
    "x": 50,
    "y": 55
  },
  {
    "x": 20,
    "y": 45
  }
];

const options = {
  "accessibility": {
    "description": "Customer segments expose a clear trade-off and one efficient opportunity. The example uses curated, deterministic data and exposes its exact values in a semantic table.",
    "label": "Scatter · Sparse and irregular structure"
  },
  "height": 620,
  "locale": "en",
  "title": {
    "subtitle": "edge case · structure",
    "text": "Scatter · Sparse and irregular structure"
  },
  "width": "container",
  "x": {
    "field": "x",
    "title": "Engagement score",
    "type": "quantitative"
  },
  "y": {
    "field": "y",
    "title": "Satisfaction score",
    "type": "quantitative"
  }
};

Graflume.scatter('#chart', data, options);

Portable schema

ChartSpec 0.1 · options

{
  "accessibility": {
    "description": "Customer segments expose a clear trade-off and one efficient opportunity. The example uses curated, deterministic data and exposes its exact values in a semantic table.",
    "label": "Scatter · Sparse and irregular structure"
  },
  "height": 620,
  "locale": "en",
  "title": {
    "subtitle": "edge case · structure",
    "text": "Scatter · Sparse and irregular structure"
  },
  "width": "container",
  "x": {
    "field": "x",
    "title": "Engagement score",
    "type": "quantitative"
  },
  "y": {
    "field": "y",
    "title": "Satisfaction score",
    "type": "quantitative"
  }
}

High data volume

Materialize a deterministic compact recipe only when this tab opens. Graflume's performance profile bounds mark count, hit testing, and animation work for the input size. It applies 6 high-volume rules for deterministic generation and bounded output. This family materializes 60,000 logical rows and bounds rendered point marks at 20,000.

StatusLoading

high-row-cardinality
all-input-rows-generated
all-input-rows-processed
deterministic-generation
bounded-rendering
input:60000
zoom-pan-reset
budget:point-marks<=20000

Legend: legend · layers · one series
Point and range highlights: highlights[] · datum · x
Custom callouts: annotations[] · datum · x · callout · placement:auto

Graflume.scatter() Canvas 2D

Control help

Use Tab to reach a control and Enter or Space to activate it. With the chart focused, use plus and minus to zoom and arrow keys to pan.

Browser API · Portable schema

Browser API

Graflume.scatter()

const recipe = {
  "cardinality": {
    "axes": {},
    "sourceRows": 60000,
    "unit": "rows"
  },
  "expectedInvariants": [
    "finite-json",
    "finite-coordinate-or-null"
  ],
  "id": "clustered-points",
  "initialView": {
    "kind": "domain",
    "zoom": 1
  },
  "outputBudget": {
    "maximum": 20000,
    "resource": "point-marks"
  },
  "parameters": {
    "family": "scatter",
    "nullableFields": [
      "x"
    ],
    "positiveFields": [],
    "scenario": "volume",
    "valueFields": [
      "x",
      "y"
    ],
    "valuePolicy": "signed"
  },
  "preview": {
    "maximumRows": 12,
    "method": "quantiles"
  },
  "reduction": {
    "method": "stratified-cluster-sample",
    "stage": "sample"
  },
  "seed": 3161894475,
  "shape": "rows",
  "version": 2
};
const { data, previewRows, plan } = Graflume.materializeDemoRecipe(recipe);

const options = {
  "accessibility": {
    "description": "Zoom and pan inspect the rendered surface without changing data axes or values. When playback controls are available, they move through real steps in the order each unique value first appears in the source data.",
    "label": "Scatter · High data volume"
  },
  "annotations": [
    {
      "connector": {
        "visible": true
      },
      "detail": "Attach user-authored safe text to a datum, axis range, or normalized plot position.",
      "id": "manual-callout",
      "placement": "auto",
      "style": {
        "maxWidth": 220,
        "padding": 8
      },
      "target": {
        "field": "x",
        "type": "datum",
        "value": -27.453
      },
      "text": "Point and range highlights · -27.453"
    }
  ],
  "create": {
    "adaptive": {
      "environment": {
        "rowCount": 60000
      },
      "largeDataNavigation": true,
      "profiles": "auto"
    }
  },
  "height": 620,
  "highlights": [
    {
      "id": "manual-focus",
      "padding": 7,
      "target": {
        "field": "x",
        "type": "datum",
        "value": -27.453
      }
    }
  ],
  "interaction": {
    "controls": {
      "annotations": false,
      "export": true,
      "fullscreen": true,
      "labels": {
        "controls": "Chart controls",
        "enterFullscreen": "Enter fullscreen",
        "exitFullscreen": "Exit fullscreen",
        "exportPng": "Download PNG",
        "hideAnnotations": "Hide callouts",
        "loop": "Loop playback",
        "nextFrame": "Next frame",
        "pause": "Pause",
        "play": "Play",
        "previousFrame": "Previous frame",
        "reset": "Reset view",
        "seek": "Playback position",
        "showAnnotations": "Show callouts",
        "speed": "Playback speed",
        "zoomIn": "Zoom in",
        "zoomOut": "Zoom out"
      },
      "playback": false,
      "reset": true,
      "zoom": true
    },
    "hover": true,
    "navigation": {
      "drag": true,
      "keyboard": true,
      "maxZoom": 6,
      "minZoom": 1,
      "pinch": true,
      "wheel": "modifier"
    },
    "tooltip": {
      "fields": [
        {
          "field": "x",
          "format": "number",
          "label": "X"
        },
        {
          "field": "y",
          "format": "number",
          "label": "Y"
        }
      ],
      "title": "Scatter · High data volume",
      "trigger": "mark"
    }
  },
  "legend": {
    "interactive": true,
    "items": [
      {
        "id": "series",
        "label": "Scatter · High data volume",
        "layerId": "layer-0"
      }
    ],
    "labels": {
      "hide": "Hide",
      "show": "Show"
    },
    "maxItems": 8,
    "mode": "layers",
    "orientation": "horizontal",
    "position": "bottom",
    "title": "Scatter · High data volume",
    "visible": true
  },
  "locale": "en",
  "padding": {
    "top": 52
  },
  "performance": "auto",
  "theme": "graflume-light",
  "title": {
    "subtitle": "Customer segments expose a clear trade-off and one efficient opportunity · 60,000 logical rows, screen-aware detail",
    "text": "Scatter · High data volume"
  },
  "width": "container",
  "x": {
    "field": "x",
    "title": "Engagement score",
    "type": "quantitative"
  },
  "y": {
    "field": "y",
    "title": "Satisfaction score",
    "type": "quantitative"
  }
};

Graflume.scatter('#chart', data, options);

Portable schema

ChartSpec 0.1 · options

{
  "accessibility": {
    "description": "Zoom and pan inspect the rendered surface without changing data axes or values. When playback controls are available, they move through real steps in the order each unique value first appears in the source data.",
    "label": "Scatter · High data volume"
  },
  "annotations": [
    {
      "connector": {
        "visible": true
      },
      "detail": "Attach user-authored safe text to a datum, axis range, or normalized plot position.",
      "id": "manual-callout",
      "placement": "auto",
      "style": {
        "maxWidth": 220,
        "padding": 8
      },
      "target": {
        "field": "x",
        "type": "datum",
        "value": -27.453
      },
      "text": "Point and range highlights · -27.453"
    }
  ],
  "create": {
    "adaptive": {
      "environment": {
        "rowCount": 60000
      },
      "largeDataNavigation": true,
      "profiles": "auto"
    }
  },
  "height": 620,
  "highlights": [
    {
      "id": "manual-focus",
      "padding": 7,
      "target": {
        "field": "x",
        "type": "datum",
        "value": -27.453
      }
    }
  ],
  "interaction": {
    "controls": {
      "annotations": false,
      "export": true,
      "fullscreen": true,
      "labels": {
        "controls": "Chart controls",
        "enterFullscreen": "Enter fullscreen",
        "exitFullscreen": "Exit fullscreen",
        "exportPng": "Download PNG",
        "hideAnnotations": "Hide callouts",
        "loop": "Loop playback",
        "nextFrame": "Next frame",
        "pause": "Pause",
        "play": "Play",
        "previousFrame": "Previous frame",
        "reset": "Reset view",
        "seek": "Playback position",
        "showAnnotations": "Show callouts",
        "speed": "Playback speed",
        "zoomIn": "Zoom in",
        "zoomOut": "Zoom out"
      },
      "playback": false,
      "reset": true,
      "zoom": true
    },
    "hover": true,
    "navigation": {
      "drag": true,
      "keyboard": true,
      "maxZoom": 6,
      "minZoom": 1,
      "pinch": true,
      "wheel": "modifier"
    },
    "tooltip": {
      "fields": [
        {
          "field": "x",
          "format": "number",
          "label": "X"
        },
        {
          "field": "y",
          "format": "number",
          "label": "Y"
        }
      ],
      "title": "Scatter · High data volume",
      "trigger": "mark"
    }
  },
  "legend": {
    "interactive": true,
    "items": [
      {
        "id": "series",
        "label": "Scatter · High data volume",
        "layerId": "layer-0"
      }
    ],
    "labels": {
      "hide": "Hide",
      "show": "Show"
    },
    "maxItems": 8,
    "mode": "layers",
    "orientation": "horizontal",
    "position": "bottom",
    "title": "Scatter · High data volume",
    "visible": true
  },
  "locale": "en",
  "padding": {
    "top": 52
  },
  "performance": "auto",
  "theme": "graflume-light",
  "title": {
    "subtitle": "Customer segments expose a clear trade-off and one efficient opportunity · 60,000 logical rows, screen-aware detail",
    "text": "Scatter · High data volume"
  },
  "width": "container",
  "x": {
    "field": "x",
    "title": "Engagement score",
    "type": "quantitative"
  },
  "y": {
    "field": "y",
    "title": "Satisfaction score",
    "type": "quantitative"
  }
}

Extreme environments

Reconfigure for display, input, and device capability

Combine container size, input method, display capability, and user preference instead of guessing a device name. Compare mobile, watch, e-paper, monochrome, dot-matrix, and standards-based extreme environments on the same chart.

Fluid responsive

Reflow axes, legends, descriptions, and controls from the available container size.

960×540 · adaptive.profiles=responsive-fluid

zoom-reflow
shape-rectangle
display-color
input-fine
motion-full
renderer-canvas-spatial

Mobile

Prioritize 44px touch targets, tap tooltips, and collapsed secondary information on a narrow portrait screen.

390×844 · adaptive.profiles=mobile-touch

zoom-reflow
coarse-touch
virtual-keyboard
shape-rectangle
display-color
input-coarse
motion-full
renderer-canvas-spatial

Smartwatch

Keep essential marks, values, and stepped controls on a tiny or round screen, with the remaining detail reflowed below.

184×224 · adaptive.profiles=smartwatch

zoom-reflow
reduced-effects
coarse-touch
low-resource
cutout-round
shape-round
display-color
input-coarse
motion-reduced
renderer-canvas-spatial
viewport-tiny

E-book and e-paper

Prefer stable frames, strong contrast, and the data table for low-refresh e-paper displays.

758×1024 · adaptive.profiles=ebook-paper

print-paged
reduced-effects
low-resource
shape-paged
display-e-ink
input-keyboard
motion-static
renderer-canvas-spatial

Monochrome

Use strokes, markers, patterns, labels, and the table so color is never the only distinction.

640×400 · adaptive.profiles=monochrome

reduced-effects
shape-rectangle
display-monochrome
input-fine
motion-reduced
renderer-canvas-spatial

Dot-matrix display

Reduce decoration and mark density while using strong strokes, integer labels, and stepped zoom on a low-resolution display.

320×240 · adaptive.profiles=dot-matrix

zoom-reflow
reduced-effects
keyboard-switch
low-resource
shape-rectangle
display-grid
input-keyboard
motion-static
renderer-canvas-spatial
viewport-tiny

400% zoom and reflow

Reflow prose to one dimension at the 320 CSS px equivalent while retaining chart-local zoom and pan.

320×480 · adaptive.profiles=zoom-reflow

zoom-reflow
shape-rectangle
display-color
input-fine
motion-full
renderer-canvas-spatial

Foldable dual screen

Keep the chart and explanation in independent viewport segments without crossing the hinge.

720×640 · adaptive.profiles=foldable-dual

foldable-dual
shape-dual
display-color
input-fine
motion-full
renderer-canvas-spatial

TV and remote

Provide strong focus indication and D-pad, Enter, and Escape operation on a hoverless distance display.

1920×1080 · adaptive.profiles=tv-remote

tv-remote
shape-rectangle
display-color
input-remote
motion-full
renderer-canvas-spatial

Print and paged media

Pair a static chart with its description and table, hide controls, and avoid page breaks through the figure.

794×1123 · adaptive.profiles=print-paged

print-paged
shape-paged
display-color
input-fine
motion-static
renderer-canvas-spatial

Forced colors

Honor system colors and borders while retaining patterns, markers, and text as redundant cues.

640×400 · adaptive.profiles=forced-colors

forced-colors
shape-rectangle
display-high-contrast
input-fine
motion-full
renderer-canvas-spatial

Reduced effects

Complete transitions immediately and use opaque surfaces and deferred work to reduce motion and transparency load.

640×400 · adaptive.profiles=reduced-effects

reduced-effects
shape-rectangle
display-color
input-fine
motion-reduced
renderer-canvas-spatial

Coarse touch

Inspect values by tap without hover, keep targets at least 44px, and expose explicit zoom buttons.

390×844 · adaptive.profiles=coarse-touch

coarse-touch
shape-rectangle
display-color
input-coarse
motion-full
renderer-canvas-spatial

Keyboard and switch input

Reach every operation with Tab, arrows, Enter, Space, and Escape, with no drag-only action.

640×400 · adaptive.profiles=keyboard-switch

keyboard-switch
shape-rectangle
display-color
input-keyboard
motion-full
renderer-canvas-spatial

Low resource and slow network

Prefer progressive rendering, sampling, cancellable work, and a static fallback under constrained memory or connectivity.

640×400 · adaptive.profiles=low-resource

low-resource
shape-rectangle
display-color
input-fine
motion-full
renderer-canvas-spatial

RTL document

Follow RTL logical flow for prose and tabs while keeping axes, code, and data identifiers in technical LTR order.

640×400 · adaptive.profiles=rtl

rtl
shape-rectangle
display-color
input-fine
motion-full
renderer-canvas-spatial

Vertical writing

Reflow vertical prose while keeping the chart and technical surfaces in an independent horizontal panel.

640×400 · adaptive.profiles=vertical-writing

vertical-writing
shape-rectangle
display-color
input-fine
motion-full
renderer-canvas-spatial

Ultrawide and projection

Cap chart width instead of stretching indefinitely, using panelization and readable labels on ultrawide or projected surfaces.

1920×720 · adaptive.profiles=ultrawide-projection

ultrawide-projection
shape-rectangle
display-color
input-fine
motion-full
renderer-canvas-spatial

Screen reader and braille

Provide short and long descriptions, a semantic table, and status so Canvas or color is never the sole information path.

640×400 · adaptive.profiles=screenreader-braille

screenreader-braille
shape-nonvisual
display-color
input-nonvisual
motion-full
renderer-canvas-spatial

No scripting

A verified static preview, description, and collapsible row-data table preserve the essential information when scripting is unavailable.

640×400 · adaptive.profiles=no-script

no-script
shape-nonvisual
display-color
input-fine
motion-static
renderer-static-fallback

XR and see-through display

Fall back safely to the ordinary 2D or WebGL panel when XR APIs are absent, duplicating depth cues in text and the table.

640×400 · adaptive.profiles=spatial-xr

spatial-xr
shape-rectangle
display-color
input-fine
motion-full
renderer-canvas-spatial

Cutout and round display

Inset titles, marks, and controls around safe areas and round display bounds so they are not clipped.

184×224 · adaptive.profiles=cutout-round

cutout-round
shape-round
display-color
input-fine
motion-full
renderer-canvas-spatial
viewport-tiny

Virtual keyboard viewport

Reflow focus controls, the chart, and the active explanation when a virtual keyboard reduces the visual viewport.

390×560 · adaptive.profiles=virtual-keyboard

virtual-keyboard
shape-rectangle
display-color
input-fine
motion-full
renderer-canvas-spatial

Extreme environment preview

Choose a profile above to preserve the same data and ChartSpec while reconfiguring the chart for display size, input method, display capability, and user preference.

StatusLoading

adaptive
capability-driven
no-user-agent-branching

Legend: legend · layers · one series
Point and range highlights: highlights[] · datum · x
Custom callouts: annotations[] · datum · x · callout · placement:auto
Interactive selection: selection · multiple · toggle

Graflume.scatter() Canvas 2D

Control help

Use Tab to reach a control and Enter or Space to activate it. With the chart focused, use plus and minus to zoom and arrow keys to pan.

Choose a profile above to preserve the same data and ChartSpec while reconfiguring the chart for display size, input method, display capability, and user preference.

Extreme environment preview · Row data
`x`quantitative	`y`quantitative
14	38
20	45
25	41
38	57
45	63
50	55
64	72
72	79
78	70
61	88

Browser API · Portable schema

Browser API

Graflume.scatter()

const data = [
  {
    "group": "Starter",
    "name": "Atlas Lab",
    "size": 28,
    "x": 14,
    "y": 38,
    "z": 7
  },
  {
    "group": "Starter",
    "name": "Beacon Co",
    "size": 34,
    "x": 20,
    "y": 45,
    "z": 10
  },
  {
    "group": "Starter",
    "name": "Civic Data",
    "size": 31,
    "x": 25,
    "y": 41,
    "z": 12
  },
  {
    "group": "Growth",
    "name": "Delta Ops",
    "size": 64,
    "x": 38,
    "y": 57,
    "z": 15
  },
  {
    "group": "Growth",
    "name": "Ember Labs",
    "size": 78,
    "x": 45,
    "y": 63,
    "z": 18
  },
  {
    "group": "Growth",
    "name": "Foundry BI",
    "size": 70,
    "x": 50,
    "y": 55,
    "z": 21
  },
  {
    "group": "Scale",
    "name": "Harbor AI",
    "size": 112,
    "x": 64,
    "y": 72,
    "z": 25
  },
  {
    "group": "Scale",
    "name": "Lattice Co",
    "size": 128,
    "x": 72,
    "y": 79,
    "z": 28
  },
  {
    "group": "Scale",
    "name": "Meridian",
    "size": 118,
    "x": 78,
    "y": 70,
    "z": 31
  },
  {
    "group": "Opportunity",
    "name": "Northstar",
    "size": 52,
    "x": 61,
    "y": 88,
    "z": 34
  }
];

const options = {
  "accessibility": {
    "description": "Customer segments expose a clear trade-off and one efficient opportunity. The example uses curated, deterministic data and exposes its exact values in a semantic table.",
    "label": "Scatter chart: Customer segments expose a clear trade-off and one efficient opportunity"
  },
  "annotations": [
    {
      "connector": {
        "visible": true
      },
      "detail": "Attach user-authored safe text to a datum, axis range, or normalized plot position.",
      "id": "manual-callout",
      "placement": "auto",
      "style": {
        "maxWidth": 220,
        "padding": 8
      },
      "target": {
        "field": "x",
        "type": "datum",
        "value": 50
      },
      "text": "Point and range highlights · 50"
    }
  ],
  "axes": {
    "x": {
      "ticks": {
        "count": 5
      }
    },
    "y": {
      "ticks": {
        "count": 5
      }
    }
  },
  "create": {
    "adaptive": {
      "profiles": "auto"
    }
  },
  "height": 620,
  "highlights": [
    {
      "id": "manual-focus",
      "padding": 7,
      "target": {
        "field": "x",
        "type": "datum",
        "value": 50
      }
    }
  ],
  "interaction": {
    "controls": {
      "annotations": true,
      "export": true,
      "fullscreen": true,
      "labels": {
        "controls": "Chart controls",
        "enterFullscreen": "Enter fullscreen",
        "exitFullscreen": "Exit fullscreen",
        "exportPng": "Download PNG",
        "hideAnnotations": "Hide callouts",
        "loop": "Loop playback",
        "nextFrame": "Next frame",
        "pause": "Pause",
        "play": "Play",
        "previousFrame": "Previous frame",
        "reset": "Reset view",
        "seek": "Playback position",
        "showAnnotations": "Show callouts",
        "speed": "Playback speed",
        "zoomIn": "Zoom in",
        "zoomOut": "Zoom out"
      },
      "playback": false,
      "reset": true,
      "zoom": true
    },
    "hover": true,
    "navigation": {
      "drag": true,
      "keyboard": true,
      "maxZoom": 6,
      "minZoom": 1,
      "pinch": true,
      "wheel": "modifier"
    },
    "selection": {
      "ariaLabel": "Interactive selection",
      "clearOnBackground": true,
      "clearOnEscape": true,
      "highlight": {
        "padding": 5
      },
      "key": "x",
      "mode": "multiple",
      "toggle": true
    },
    "tooltip": {
      "fields": [
        {
          "field": "x",
          "format": "number",
          "label": "X"
        },
        {
          "field": "y",
          "format": "number",
          "label": "Y"
        }
      ],
      "title": "Scatter",
      "trigger": "mark"
    }
  },
  "legend": {
    "interactive": true,
    "items": [
      {
        "id": "series",
        "label": "Scatter",
        "layerId": "layer-0"
      }
    ],
    "labels": {
      "hide": "Hide",
      "show": "Show"
    },
    "maxItems": 8,
    "mode": "layers",
    "orientation": "horizontal",
    "position": "bottom",
    "title": "Scatter",
    "visible": true
  },
  "locale": "en",
  "padding": {
    "top": 52
  },
  "theme": "graflume-light",
  "title": {
    "subtitle": "Customer segments expose a clear trade-off and one efficient opportunity",
    "text": "Scatter chart"
  },
  "width": "container",
  "x": {
    "field": "x",
    "title": "Engagement score",
    "type": "quantitative"
  },
  "y": {
    "field": "y",
    "title": "Satisfaction score",
    "type": "quantitative"
  }
};

Graflume.scatter('#chart', data, options);

Portable schema

ChartSpec 0.1 · options

{
  "accessibility": {
    "description": "Customer segments expose a clear trade-off and one efficient opportunity. The example uses curated, deterministic data and exposes its exact values in a semantic table.",
    "label": "Scatter chart: Customer segments expose a clear trade-off and one efficient opportunity"
  },
  "annotations": [
    {
      "connector": {
        "visible": true
      },
      "detail": "Attach user-authored safe text to a datum, axis range, or normalized plot position.",
      "id": "manual-callout",
      "placement": "auto",
      "style": {
        "maxWidth": 220,
        "padding": 8
      },
      "target": {
        "field": "x",
        "type": "datum",
        "value": 50
      },
      "text": "Point and range highlights · 50"
    }
  ],
  "axes": {
    "x": {
      "ticks": {
        "count": 5
      }
    },
    "y": {
      "ticks": {
        "count": 5
      }
    }
  },
  "create": {
    "adaptive": {
      "profiles": "auto"
    }
  },
  "height": 620,
  "highlights": [
    {
      "id": "manual-focus",
      "padding": 7,
      "target": {
        "field": "x",
        "type": "datum",
        "value": 50
      }
    }
  ],
  "interaction": {
    "controls": {
      "annotations": true,
      "export": true,
      "fullscreen": true,
      "labels": {
        "controls": "Chart controls",
        "enterFullscreen": "Enter fullscreen",
        "exitFullscreen": "Exit fullscreen",
        "exportPng": "Download PNG",
        "hideAnnotations": "Hide callouts",
        "loop": "Loop playback",
        "nextFrame": "Next frame",
        "pause": "Pause",
        "play": "Play",
        "previousFrame": "Previous frame",
        "reset": "Reset view",
        "seek": "Playback position",
        "showAnnotations": "Show callouts",
        "speed": "Playback speed",
        "zoomIn": "Zoom in",
        "zoomOut": "Zoom out"
      },
      "playback": false,
      "reset": true,
      "zoom": true
    },
    "hover": true,
    "navigation": {
      "drag": true,
      "keyboard": true,
      "maxZoom": 6,
      "minZoom": 1,
      "pinch": true,
      "wheel": "modifier"
    },
    "selection": {
      "ariaLabel": "Interactive selection",
      "clearOnBackground": true,
      "clearOnEscape": true,
      "highlight": {
        "padding": 5
      },
      "key": "x",
      "mode": "multiple",
      "toggle": true
    },
    "tooltip": {
      "fields": [
        {
          "field": "x",
          "format": "number",
          "label": "X"
        },
        {
          "field": "y",
          "format": "number",
          "label": "Y"
        }
      ],
      "title": "Scatter",
      "trigger": "mark"
    }
  },
  "legend": {
    "interactive": true,
    "items": [
      {
        "id": "series",
        "label": "Scatter",
        "layerId": "layer-0"
      }
    ],
    "labels": {
      "hide": "Hide",
      "show": "Show"
    },
    "maxItems": 8,
    "mode": "layers",
    "orientation": "horizontal",
    "position": "bottom",
    "title": "Scatter",
    "visible": true
  },
  "locale": "en",
  "padding": {
    "top": 52
  },
  "theme": "graflume-light",
  "title": {
    "subtitle": "Customer segments expose a clear trade-off and one efficient opportunity",
    "text": "Scatter chart"
  },
  "width": "container",
  "x": {
    "field": "x",
    "title": "Engagement score",
    "type": "quantitative"
  },
  "y": {
    "field": "y",
    "title": "Satisfaction score",
    "type": "quantitative"
  }
}

Catalog

Modes · compatibility identifiers

The source-controlled catalog maps callable modes in this family and compatibility identifiers to their canonical modes. This table contains executable entries only.

Mode / compatibility ID search

3 modes · 2 compatibility identifiers

Scatter · supported modes · representative `scatter`
ID	Name	Quick API	mode	mark	renderer
`scatter`	Scatter chart	`scatter()`	`default`	`point`	`canvas`
`effect-scatter`	Effect scatter chart	`effectScatter()`	`emphasis`	`effect-scatter`	`canvas`
`scatter-3d`	Three-axis scatter chart	`scatter3d()`	`scatter-3d`	`scatter-3d`	`canvas`

Scatter · compatibility identifiers
Identifier	Canonical mode ID
`scatter`	`scatter`
`scatter3d`	`scatter-3d`

ChartSpec · SpatialSpec

Legend and emphasis

Identify series, emphasize a datum or range, place a custom callout, and let readers select marks.

Legend: Explain the series and scale represented by each color, line, or symbol inside the chart.
Point and range highlights: Emphasize a datum, value set, axis interval, or plot region without changing source values.
Custom callouts: Attach user-authored safe text to a datum, axis range, or normalized plot position. Auto placement compares perimeter candidates and avoids the plot, legend, and other callouts when possible. Explicit placement is preserved with only necessary safety correction. Callout text wraps safely inside the bubble. Long unbroken tokens are visually shortened within the line budget, while the complete source text remains available to assistive technology.
Interactive selection: Click a mark to select it, press Escape to clear it, and consume selection state and events in the host application.

Manual

Integration checklist

ARIA · table fallback

Accessibility

Canvas ARIA metadata is paired with a text summary and table fallback.

standard · large · ultra

Performance

Standard, large, and ultra profiles bound rendering work.

Chart catalog