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Bar

In this topic

  1. Summary
  2. Discussion
  3. Syntax
  4. Properties
  5. Method Overview
  6. Methods
  7. Code sample

Summary

Bar charts summarize and compare categorical data using proportional bar lengths to represent values.

Learn more about bar charts in ArcGIS Pro

Discussion

When creating a chart object, optional arguments for the class constructor must be specified using the argument name; they cannot be specified by argument position. See the Code Samples section for an example of how to specify arguments using keywords.

Syntax

Bar (x, {y}, {aggregation}, {splitCategory}, {multiSeriesDisplay}, {miniChartsPerRow}, {showPreviewChart}, {showMovingAverage}, {movingAveragePeriod}, {rotated}, {title}, {description}, {xTitle}, {yTitle}, {dataSource}, {displaySize})
ParameterExplanationData Type
x

The field name for the x-axis variable. The field must be a category or a date field.

String
y

The field names for the numeric fields. Provide a single field name or a list of field names.

String
aggregation

Specifies the statistical calculation that will be applied to values that occur at the same value along the x-axis.

  • <None>—Each value will be plotted on the chart regardless of overlap or recurring values.
  • COUNT—The total number of records will be identified and applied.
  • SUM—The sum of all values will be calculated and applied.
  • MEAN—The mean of all values will be calculated and applied.
  • MEDIAN—The median of all values will be identified and applied.
  • MIN—The minimum value will be identified and applied.
  • MAX—The maximum value will be identified and applied.
String
splitCategory

A second categorical field that adds a separate series or bar for each unique value in the field.

String
multiSeriesDisplay

Specifies the display type for a bar chart with multiple series.

  • sideBySide—The series will be displayed side by side.
  • stacked—The series will be displayed stacked.
  • stacked100—The series will be displayed 100 percent stacked.
  • grid—The series will be displayed as a grid of miniplots.
String
miniChartsPerRow

The number of minicharts that will be shown per row. The number of rows will be determined by the total number of series divided by the miniChartsPerRow value.

Integer
showPreviewChart

Specifies whether the preview chart will be displayed for grid charts.

  • True—The preview chart will be displayed.
  • False—The preview chart will not be displayed.

(The default value is False)

Boolean
showMovingAverage

Specifies whether the moving average line will be displayed for temporal bar charts.

  • True—The moving average line will be displayed.
  • False—The moving average line will be hidden.

(The default value is False)

Boolean
movingAveragePeriod

The size of the moving average period.

Integer
rotated

Specifies whether bars are displayed vertically or horizontally.

  • True—Bars will be displayed horizontally.
  • False—Bars will be displayed vertically.

(The default value is False)

Boolean
title

The title of the chart. The title text appears at the top of the chart view and is used as the label for the chart in the Contents pane.

String
description

The description of the chart. The description text appears at the bottom of the chart view.

String
xTitle

The title of the x-axis of the chart.

String
yTitle

The title of the y-axis of the chart.

String
dataSource

The data source of the chart. When a chart is exported using the exportToSVG method or displayed in an ArcGIS Notebook, the data source will be read and rendered on the chart. Valid data sources include the following:

  • Paths to datasets, including local datasets, UNC paths, and service URLs
  • Arrow table objects
  • Layer objects

Object
displaySize
[displaySize,...]

The size of the chart when exported using the exportToSVG method or displayed in an ArcGIS Notebook. The value must be specified as a two-item list in which the first item is the width of the chart and the second item is the height of the chart.

List

Properties

PropertyExplanationData Type
aggregation
(Read and Write)

Specifies the statistical calculation that is applied to values that occur at the same value along the x-axis.

  • <None>—Each value is plotted on the chart regardless of overlap or recurring values.
  • COUNT—The total number of records is identified and applied.
  • SUM—The sum of all values is calculated and applied.
  • MEAN—The mean of all values is calculated and applied.
  • MEDIAN—The median of all values is identified and applied.
  • MIN—The minimum value is identified and applied.
  • MAX—The maximum value is identified and applied.
String
dataSource
(Read and Write)

The data source of the chart. When a chart is exported using the exportToSVG method or displayed in an ArcGIS Notebook, the data source will be read and rendered on the chart. Valid data sources include the following:

  • Paths to datasets, including local datasets, UNC paths, and service URLs
  • Arrow table objects
  • Layer objects.

Object
description
(Read and Write)

The description of the chart. The description text appears at the bottom of the chart view.

String
displaySize
(Read and Write)

The size of the chart when exported using the exportToSVG method or displayed in an ArcGIS Notebook. The value must be specified as a two-item list in which the first item is the width of the chart and the second item is the height of the chart.

List
legend
(Read and Write)

The properties of the chart legend.

  • visible—Specifies whether the legend will be displayed in the chart view. True displays the legend, and False hides the legend.
  • title—The title of the legend.
Object
miniChartsPerRow
(Read and Write)

The number of minicharts that will be shown per row. The number of rows will be determined by the total number of series divided by the miniChartsPerRow value.

Integer
movingAveragePeriod
(Read and Write)

The size of the moving average period.

Integer
multiSeriesDisplay
(Read and Write)

Specifies the display type for a bar chart with multiple series.

  • sideBySide—The series are displayed side by side.
  • stacked—The series are displayed stacked.
  • stacked100—The series are displayed 100 percent stacked.
  • grid—The series are displayed as a grid of miniplots.
String
rotated
(Read and Write)

Specifies whether the chart will be displayed vertically or horizontally.

  • True—The chart will be displayed horizontally.
  • False—The chart will be displayed vertically.
Boolean
showMovingAverage
(Read and Write)

Specifies whether the moving average line is displayed for temporal bar charts.

  • True—The moving average line is displayed.
  • False—The moving average line is hidden.
Boolean
showPreviewChart
(Read and Write)

Specifies whether the preview chart will be displayed for grid charts.

  • True—The preview chart will be displayed.
  • False—The preview chart will not be displayed.
Boolean
splitCategory
(Read and Write)

A second categorical field that adds a separate series or bar for each unique value in the field.

String
title
(Read and Write)

The title of the chart. The title text appears at the top of the chart view and is used as the label in the Contents pane on the List By Drawing Order tab List By Drawing Order.

String
type
(Read Only)

The string value indicating the chart type.

String
theme
(Read and Write)

Specifies the name of the theme that is applied to the chart.

String
x
(Read and Write)

The field name for the x-axis variable. The field must be a category or a date field.

String
xAxis
(Read and Write)

Sets the properties of the x-axis.

  • field—The field name for the x-axis variable. The field must be a category or a date field.
  • logarithmic—This property is not supported for the Bar class.
  • maximum—The maximum axis bound.
  • minimum—The minimum axis bound.
  • sort—Specifies the sorting method applied to this axis. ASC is for ascending sorting and DESC is for descending sorting. A custom sort order can be specified by assigning a list of ordered category names.
  • title—The label of the axis that displays on the chart.
  • useAdaptiveBounds—Specifies whether a grid chart displays with adaptive or fixed axis bounds. True displays the axis with adaptive bounds. False displays the axis with fixed bounds.
Object
y
(Read and Write)

The field name or names for the numeric field or fields. This property must specify a single field name or a list of field names.

String
yAxis
(Read and Write)

Sets the properties of the y-axis.

  • field—The field name or names for the numeric field or fields. This property must specify a single field name or a list of field names.
  • logarithmic—This property is not supported for the Bar class.
  • maximum—The maximum axis bound.
  • minimum—The minimum axis bound.
  • sort—Specifies the sorting method applied to this axis. ASC is for ascending sorting and DESC is for descending sorting.
  • title—The label of the axis that displays on the chart.
  • useAdaptiveBounds—Specifies whether a grid chart displays with adaptive or fixed axis bounds. True displays the axis with adaptive bounds. False displays the axis with fixed bounds.
Object

Method Overview

MethodExplanation
addToLayer (layer_or_layerfile)

Adds the chart object to a layer or stand-alone table.

exportToSVG (path, width, height)

Exports the chart to SVG format.

updateChart ()

Updates chart properties to sync changes between the object and the chart previously added to a layer.

Methods

addToLayer (layer_or_layerfile)
ParameterExplanationData Type
layer_or_layerfile

The chart will be added to the target object. The layer_or_layerfile argument can be a Layer or a Table object.

Object

Often the final step after defining chart properties is to add the chart object to a layer or table using the addToLayer method.

Add a chart to an existing layer.

import arcpy

aprx = arcpy.mp.ArcGISProject("current")
map = aprx.listMaps()[0]
censusLayer = map.listLayers('Census Block Groups')[0]

# Add chart object to a layer
chart.addToLayer(censusLayer)
exportToSVG (path, width, height)
ParameterExplanationData Type
path

The path where the chart will be exported in SVG format.

String
width

The width of the output graphic.

Integer
height

The height of the output graphic.

Integer

In some cases, you may want to save the chart as a graphic that can be shared and viewed outside of ArcGIS Pro. Exporting to the SVG graphic format is beneficial, as the chart elements and text are stored as vector elements that can be independently modified in a vector graphics software. An SVG graphic can also be resized to any scale without pixelation or loss in quality.

Export a chart that has a project layer data source to an .svg file.

import arcpy

aprx = arcpy.mp.ArcGISProject('current')
censusLayer = aprx.listMaps()[0].listLayers('Census Block Groups')[0]

# Set data source of chart object to a layer within current project
chart.dataSource = censusLayer

# Save the chart to file with dimensions width=500, height=500
chart.exportToSVG('populationByState.svg', 500, 500)

Export a chart that has a feature service data source to an .svg file.


featureServiceURL = r'https://services1.arcgis.com/hLJbHVT9ZrDIzK0I/arcgis/rest/services/CrimesChiTheft/FeatureServer/0'

# Set data source of chart object to a feature service URL
chart.dataSource = featureServiceURL

# Save the chart to file with dimensions width=800, height=600
chart.exportToSVG('theftsPerBeat.svg', 800, 600)
updateChart ()

Often the final step after defining chart properties is to add the chart object to a layer using the addToLayer method.

To further modify the chart properties, you can modify the properties of the original chart instead of starting from scratch with a new chart. You can then use the updateChart method to synchronize any changes into the chart that was added to the layer. This will allow the changes you make to be presented in the Chart properties pane and chart view.

Use the updateChart method to synchronize chart property changes into a layer.


chart.addToLayer(myLayer)

# Further modification is necessary
chart.description = "Data from the U.S. Census Bureau"
chart.updateChart()

Code sample

Create a bar chart using a feature service and export the chart to an .svg file.

import arcpy

url = r"https://services1.arcgis.com/hLJbHVT9ZrDIzK0I/arcgis/rest/services/CrimesChiTheft/FeatureServer/0"
bar = arcpy.charts.Bar(x="BEAT", aggregation="count", title="Chicago Thefts by Beat", dataSource=url)
bar.exportToSVG('bar.svg', width=800, height=500)

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In this topic
  1. Summary
  2. Discussion
  3. Syntax
  4. Properties
  5. Method Overview
  6. Methods
  7. Code sample