Error Bars

Rebuilds the catalogue error-bars chart with error interval rows, caps, and mean points.

Error Bars
Gallery Error Bars Pipeline pipeline

Data Sources

5

Fields

13

Scales

2

Layers

12

Glyphs

36

rect 3 / line 20 / text 9 / point 4

value error bars panelControlVariantRetainedExpansion50607080Control: mean 58.17, ci95 1.99Variant: mean 69.17, ci95 2.88Retained: mean 51.5, ci95 1.94Expansion: mean 75.83, ci95 2.65Control: mean 58.17, ci95 1.99Variant: mean 69.17, ci95 2.88Retained: mean 51.5, ci95 1.94Expansion: mean 75.83, ci95 2.65Control: mean 58.17, ci95 1.99Variant: mean 69.17, ci95 2.88Retained: mean 51.5, ci95 1.94Expansion: mean 75.83, ci95 2.65Control: mean 58.17, ci95 1.99Variant: mean 69.17, ci95 2.88Retained: mean 51.5, ci95 1.94Expansion: mean 75.83, ci95 2.65

Build Path

Gallery Error Bars Pipeline

This example is rebuilt from gallery data source observations by recipe errorBars: raw table rows -> TabularSource -> pipeline drafts -> analyzeAuthoringDrafts() -> materialized ChartSpec -> compileChart() -> SceneGraph -> SVG. The graph below shows the authored pipeline stage.

Pipeline recipe graph

11 pipelines
12 nodes
23 edges

Data Flow Diagram

0/386 nodes
0/693 edges
386 hidden

Select a glyph to highlight its complete source path.

Scope

Roles

source
transform
field
scale
layer
param
glyph

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Available Data

5 tables
1 transforms

Imported table

source_gallery_errorbars
raw
5 columns
feeds pipeline_error_intervals_transform

ChartSpec

{
  "id": "gallery.errorBars",
  "data": [
    {
      "id": "source_gallery_errorbars",
      "rows": 24
    },
    {
      "id": "source_error_intervals",
      "rows": 4
    },
    {
      "id": "__guide.pipeline_ygrid_guide",
      "rows": 4
    },
    {
      "id": "__guide.pipeline_xaxis_guide",
      "rows": 4
    },
    {
      "id": "__guide.pipeline_yaxis_guide",
      "rows": 4
    }
  ],
  "transforms": [
    {
      "id": "pipeline_error_intervals_transform",
      "type": "errorInterval",
      "input": "source_gallery_errorbars",
      "output": "source_error_intervals",
      "options": {
        "count": 1,
        "errorMethod": "ci95",
        "fit": "contain",
        "groupBy": [
          "segment"
        ],
        "includeMax": true,
        "layoutKind": "",
        "layoutMode": "proportionalAngle",
        "mode": "normal",
        "order": [],
        "value": "value"
      }
    }
  ],
  "axes": [
    {
      "id": "pipeline_xaxis_guide",
      "scale": "pipeline_segment_x_x_scale",
      "orientation": "bottom"
    },
    {
      "id": "pipeline_yaxis_guide",
      "scale": "pipeline_mean_y_y_scale",
      "orientation": "left"
    }
  ],
  "grids": [
    {
      "id": "pipeline_ygrid_guide",
      "scale": "pipeline_mean_y_y_scale",
      "orientation": "y"
    }
  ],
  "legends": [],
  "fields": [
    "__rowLabel",
    "value",
    "id",
    "segment",
    "count",
    "error",
    "lower",
    "mean",
    "standardDeviation",
    "standardError",
    "tooltip",
    "upper",
    "label"
  ],
  "scales": [
    {
      "id": "pipeline_segment_x_x_scale",
      "type": "band",
      "domain": {
        "source": "field",
        "data": "source_error_intervals",
        "field": "segment",
        "fields": [],
        "includeZero": false,
        "order": "input",
        "reverse": false,
        "symmetric": false
      }
    },
    {
      "id": "pipeline_mean_y_y_scale",
      "type": "linear",
      "domain": {
        "source": "field",
        "data": "source_error_intervals",
        "field": "mean",
        "fields": [
          "lower",
          "mean",
          "upper"
        ],
        "includeZero": false,
        "order": "input",
        "reverse": false,
        "symmetric": false
      }
    }
  ],
  "layers": [
    {
      "id": "pipeline_ygrid_guide",
      "mark": "line",
      "role": "guide"
    },
    {
      "id": "pipeline_xaxis_guide-tick-marks",
      "mark": "line",
      "role": "guide"
    },
    {
      "id": "pipeline_xaxis_guide-labels",
      "mark": "text",
      "role": "guide"
    },
    {
      "id": "pipeline_yaxis_guide-labels",
      "mark": "text",
      "role": "guide"
    },
    {
      "id": "create_chart_surface",
      "mark": "rect",
      "role": "context"
    },
    {
      "id": "pipeline_value_error_bars_panel_layout_surface",
      "mark": "rect",
      "role": "context"
    },
    {
      "id": "pipeline_value_error_bars_panel_layout_frame",
      "mark": "rect",
      "role": "guide"
    },
    {
      "id": "pipeline_value_error_bars_panel_layout_label",
      "mark": "text",
      "role": "guide"
    },
    {
      "id": "pipeline_value_error_bars_stems_layer",
      "mark": "line",
      "role": "data"
    },
    {
      "id": "pipeline_value_error_bars_lower_caps_layer",
      "mark": "line",
      "role": "data"
    },
    {
      "id": "pipeline_value_error_bars_upper_caps_layer",
      "mark": "line",
      "role": "data"
    },
    {
      "id": "pipeline_value_error_bars_means_layer",
      "mark": "point",
      "role": "data"
    }
  ]
}

Resolved SceneGraph

{
  "scene": "gallery.errorBars.scene",
  "scales": [
    {
      "id": "pipeline_segment_x_x_scale",
      "type": "band",
      "domain": [
        "Control",
        "Variant",
        "Retained",
        "Expansion"
      ],
      "range": [
        70,
        830
      ],
      "bandwidth": 171
    },
    {
      "id": "pipeline_mean_y_y_scale",
      "type": "linear",
      "domain": [
        45,
        80
      ],
      "range": [
        400,
        70
      ],
      "ticks": [
        50,
        60,
        70,
        80
      ]
    }
  ],
  "layers": [
    {
      "id": "create_chart_surface",
      "role": "context",
      "zIndex": -10,
      "glyphs": 1
    },
    {
      "id": "pipeline_ygrid_guide",
      "role": "guide",
      "zIndex": 0,
      "glyphs": 4
    },
    {
      "id": "pipeline_value_error_bars_panel_layout_surface",
      "role": "context",
      "zIndex": 0,
      "glyphs": 1
    },
    {
      "id": "pipeline_value_error_bars_panel_layout_frame",
      "role": "guide",
      "zIndex": 1,
      "glyphs": 1
    },
    {
      "id": "pipeline_value_error_bars_panel_layout_label",
      "role": "guide",
      "zIndex": 2,
      "glyphs": 1
    },
    {
      "id": "pipeline_xaxis_guide-tick-marks",
      "role": "guide",
      "zIndex": 5,
      "glyphs": 4
    },
    {
      "id": "pipeline_xaxis_guide-labels",
      "role": "guide",
      "zIndex": 20,
      "glyphs": 4
    },
    {
      "id": "pipeline_yaxis_guide-labels",
      "role": "guide",
      "zIndex": 20,
      "glyphs": 4
    },
    {
      "id": "pipeline_value_error_bars_stems_layer",
      "role": "data",
      "zIndex": 20,
      "glyphs": 4
    },
    {
      "id": "pipeline_value_error_bars_lower_caps_layer",
      "role": "data",
      "zIndex": 20,
      "glyphs": 4
    },
    {
      "id": "pipeline_value_error_bars_upper_caps_layer",
      "role": "data",
      "zIndex": 20,
      "glyphs": 4
    },
    {
      "id": "pipeline_value_error_bars_means_layer",
      "role": "data",
      "zIndex": 20,
      "glyphs": 4
    }
  ]
}

Glyph Data Tree

12 layers

Full parameter lineage for the active compiler surface.

create_chart_surface

1

pipeline_ygrid_guide

4

pipeline_value_error_bars_panel_layout_surface

1

pipeline_value_error_bars_panel_layout_frame

1

pipeline_value_error_bars_panel_layout_label

1

pipeline_xaxis_guide-tick-marks

4

pipeline_xaxis_guide-labels

4

pipeline_yaxis_guide-labels

4

pipeline_value_error_bars_stems_layer

4

pipeline_value_error_bars_lower_caps_layer

4

pipeline_value_error_bars_upper_caps_layer

4

pipeline_value_error_bars_means_layer

4

Glyph Inspector

none

Select a glyph in the chart to inspect resolved params and lineage.