Density Clustering Analysis

Function Description

This tool is used to perform density clustering analysis on specified resources.

Supported Data Sources

  • iPortal Data Resource

Supported Formats: STRUCTUREDDATA

  • Uploaded Files (via AI Assistant interface)

Supported formats: CSV, Excel, GeoJSON, Shp (supported data format *.zip), maximum 200MB

Note:

1. GeoJSON data stored in JSONL format is not supported for upload;

2. Data must be uploaded via the SuperMap iPortal AI Assistant interface. Uploading directly through SuperMap iPortal may cause tool invocation failure.

3. Sample data built-in SuperMap iPortal and some public data do not support operations such as analysis or service publishing. Please note data permission issues. It is recommended to use your own data for operations.

Function Entry

Two ways to implement density cluster analysis.

Direct Command Input in Dialog Box

  • Locate the Dialogue panel on the left side of the main interface.

Select Command via Instruction Center

  • Navigate to Instruction-> Machine Learning Tool on the left panel of the main interface.

Operation Steps

Direct Command Input in Dialog Box

Enter the density clustering analysis command in the dialog box, then click the Execute button.

For example:"Please use the density cluster analysis tool to analyze the resource 'Chengdu Second-hand Housing Prices', with a cluster radius distance of '2000', cluster radius distance unit of 'meters', and cluster number of '20'".

Select Command via Instruction Center

In the Machine Learning Tool section, click the Density Clustering Analysis command box. The preset command content in the box will be automatically added to the dialog box, then click the Execute button.

Note:

This tool may modify the original data. Please upload the data using your own account before using this tool to ensure data security.