Zusammenfassung
A scatter plot matrix is a grid (or matrix) of scatter plots used to visualize bivariate relationships between combinations of variables. Each scatter plot in the matrix visualizes the relationship between a pair of variables, allowing many relationships to be explored in one chart.
Diskussion
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
ScatterMatrix (fields, {showTrendLine}, {lowerLeft}, {upperRight}, {diagonal}, {sort}, {sortBy}, {title}, {description}, {dataSource}, {displaySize})| Parameter | Erläuterung | Datentyp |
fields [fields,...] | A list of field names to display in the matrix. A minimum of three fields is required. | List |
showTrendLine | Indicates whether trend lines are visible in the scatter plots.
| Boolean |
lowerLeft | Sets the display of the lower left half of the matrix.
| String |
upperRight | Sets the display of the upper right half of the matrix.
| String |
diagonal | Sets the display of the diagonal view.
| String |
sort | The sorting method that is applied to the matrix.
| String |
sortBy | The method that is used to sort the matrix when you want to sort the rows according to the metric scores for a target field.
| String |
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 |
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:
| 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 |
Eigenschaften
| Eigenschaft | Erläuterung | Datentyp |
| dataSource (Lesen und schreiben) | 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:
| Object |
| description (Lesen und schreiben) | The description of the chart. The description text appears at the bottom of the chart view. | String |
| diagonal (Lesen und schreiben) | Sets the display of the diagonal view.
| String |
| displaySize (Lesen und schreiben) | 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 |
| fields (Lesen und schreiben) | A list of field names to display in the matrix. A minimum of three fields is required. | List |
| lowerLeft (Lesen und schreiben) | Sets the display of the lower left half of the matrix.
| String |
| showTrendLine (Lesen und schreiben) | Indicates whether trend lines are visible in the scatter plots.
| Boolean |
| sort (Lesen und schreiben) | The sorting method that is applied to the matrix.
| String |
| sortBy (Lesen und schreiben) | The method that is used to sort the matrix when you want to sort the rows according to the metric scores for a target field.
| String |
| theme (Lesen und schreiben) | Specifies the name of the theme that is applied to the chart. | String |
| title (Lesen und schreiben) | 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 (Schreibgeschützt) | The string value indicating the chart type. | String |
| upperRight (Lesen und schreiben) | Sets the display of the upper right half of the matrix.
| String |
.Methodenübersicht
| Methode | Erläuterung |
| 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. |
Methoden
addToLayer (layer_or_layerfile)
| Parameter | Erläuterung | Datentyp |
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)
| Parameter | Erläuterung | Datentyp |
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()Codebeispiel
Create a scatter plot matrix using a layer name and export it to an .svg file.
import arcpy
chart = arcpy.charts.ScatterMatrix(fields=["copd", "diabetes", "heart_failure", "hypertension", "high_cholesterol"],
lowerLeft="R_SQUARED", upperRight="PREVIEW_PLOT",
dataSource="health_indicators", displaySize=(800, 500))
chart.exportToSVG("scatter_matrix.svg")