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Bar

Summary

The Bar class creates bar charts. 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 this object, optional arguments for the class constructor must be specified using the argument name; they cannot be specified by argument position. See the Code sample section for an example of how to specify arguments using keywords.

Syntax

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

Name Explanation Data type

x

The field name for the x-axis variable. The field must be a category or a date field. If an empty string is specified, the chart will match the layer symbology.

String

y

(Optional)

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

String

aggregation

(Optional)

Specifies the statistical calculation that will be applied to values aggregated into each bar.

  • <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

(Optional)

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

String

multiSeriesDisplay

(Optional)

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 mini charts.

String

miniChartsPerRow

(Optional)

The number of mini charts that will be shown per row.

Integer

showPreviewChart

(Optional)

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

(Optional)

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

(Optional)

The size of the moving average period.

Integer

timeBinningProperties

(Optional)

The time binning properties applied to temporal bar charts. Expects a TimeBinningProperties object.

Object

rotated

(Optional)

Specifies whether bars will be displayed vertically or horizontally.

  • True—Bars will be displayed horizontally.

  • False—Bars will be displayed vertically.

The default value is False.

Boolean

title

(Optional)

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

(Optional)

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

String

xTitle

(Optional)

The title of the x-axis of the chart.

String

yTitle

(Optional)

The title of the y-axis of the chart.

String

dataSource

(Optional)

The data source of the chart. When a chart is exported using the exportToSVG method or displayed in ArcGIS Notebooks, 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

  • Apache Arrow table objects

  • Layer or Table objects

Object

displaySize

(Optional)

The size of the chart when exported using the exportToSVG method or displayed in ArcGIS Notebooks. 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

theme

(Optional)

Specifies the theme that will be applied to the chart.

  • Light—The Light theme will be applied.

  • Medium—The Medium theme will be applied.

  • Dark—The Dark theme will be applied.

String

Properties

Name Explanation Data type

aggregation

(Read and Write)

Specifies the statistical calculation that will be applied to values aggregated into each bar.

  • <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

color

(Read and Write)

The colors that will be applied to each chart series. The value should be a list of hexadecimal string values. If this property is not set, the series colors will match symbology colors where applicable; otherwise, a standard color palette will be applied.

List

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

  • Apache Arrow table objects

  • Layer or Table 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

enableServerSideProcessing

(Read and Write)

Specifies whether server-side processing will be used when data comes from an enterprise database or cloud data warehouse.

  • True—Server-side processing will be enabled.

  • False—Server-side processing will be disabled.

Boolean

legend

(Read and Write)

The properties of the chart legend.

  • alignment—Specifies the alignment of the legend. Alignment options are left, bottom, top, and right.

  • title—The title of the legend.

  • visible—Specifies whether the legend will be displayed in the chart view. True displays the legend, and False hides the legend.

Object

miniChartsPerRow

(Read and Write)

The number of mini charts that will be shown per row.

Integer

movingAveragePeriod

(Read and Write)

The size of the moving average period.

Integer

multiSeriesDisplay

(Read and Write)

Specifies the display type that will be used 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 mini charts.

String

nullCategoryColor

(Read and Write)

The hexadecimal color value for the null category bar.

String

nullCategoryLabel

(Read and Write)

The x-axis label for the null category bar.

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 will be displayed for temporal bar charts.

  • True—The moving average line will be displayed.

  • False—The moving average line will be hidden.

Boolean

showNullCategory

(Read and Write)

Specifies whether null values will be summarized by an additional bar.

  • True—The null category bar will be displayed.

  • False—The null category bar will be 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

theme

(Read and Write)

Specifies the theme that will be applied to the chart.

  • Light—The Light theme will be applied.

  • Medium—The Medium theme will be applied.

  • Dark—The Dark theme will be applied.

String

timeBinningProperties

(Read and Write)

The time binning properties that will be applied to temporal bar charts. The value must be a TimeBinningProperties object.

Object

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 .

String

type

(Read only)

The string value indicating the chart type.

String

x

(Read and Write)

The field name for the x-axis variable. The field must be a category or a date field. If an empty string is specified, the chart will match the layer symbology.

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)

Specifies the properties of the y-axis.

  • addGuide—Adds a guide to the axis using a Guide object.

  • 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.

  • listGuides—A list of Guide objects for the axis.

  • maximum—The maximum axis bound.

  • minimum—The minimum axis bound.

  • removeGuide—Removes the guide specified by the Guide object argument.

  • 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

Methods

addToLayer(layer_or_layerfile)

The addToLayer method adds the chart object to a layer or table view.

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

Name Explanation Data type

layer_or_layerfile

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

Object

Add a chart to an existing layer.

import arcpy

# Insert creation of chart object here
# ...

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)

exportToJPEG(path, width, height)

The exportToJPEG method exports a chart to JPEG format.

The chart is exported to a .jpg file that can be shared and viewed outside of ArcGIS Pro. JPEG is a raster image format that uses lossy compression to reduce file size.

Name Explanation Data type

path

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

String

width

The width of the output graphic.

Integer

height

The height of the output graphic.

Integer

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

import arcpy

# Insert creation of chart object here
# ...

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.exportToJPEG('theftsPerBeat.jpg', 800, 600)

exportToPNG(path, width, height)

The exportToPNG method exports a chart to PNG format.

The chart is exported to a .png file that can be shared and viewed outside of ArcGIS Pro. PNG is a raster image format that uses lossless compression to preserve image quality.

Name Explanation Data type

path

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

String

width

The width of the output graphic.

Integer

height

The height of the output graphic.

Integer

Access an existing chart from a layer, update the title, and export it to a .png file.

import arcpy

lyr = arcpy.mp.ArcGISProject('current').listLayers()[0]

# Retrieve the first chart belonging to the layer
chart = lyr.listCharts()[0]

# Update chart title
chart.title = 'Voter Turnout by State'

# Save the chart to PNG file with dimensions width=800, height=600
chart.exportToPNG('populationByState.png', 800, 600)

exportToSVG(path, width, height)

The exportToSVG method exports a chart to SVG format.

The chart is exported to an .svg file that can be shared and viewed outside of ArcGIS Pro. SVG is a vector image format that allows for editing and infinite scaling of the graphic without a loss in quality.

Name Explanation Data 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

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

import arcpy

# Insert creation of chart object here
# ...

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

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

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

updateChart()

The updateChart method updates chart properties to sync changes between the object and the chart previously added to a layer.

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

You can also modify the properties of the original chart instead of starting 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 allows 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.

import arcpy

# Insert creation of chart object here
# ...

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"
chart = arcpy.charts.Bar(x="BEAT", aggregation="count", title="Chicago Thefts by Beat", dataSource=url)
chart.exportToSVG('bar.svg', width=800, height=500)