Community Component 25.3
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# Generate Spectrograph Data

The `ClusterSGDataGen` action allows you to generate spectrograph data from a set of snapshots that you took using the `ClusterSnapshot` action.

Each spectrograph dataset takes a succession of clusters from different time periods, calculates cluster similarity measures across days, and applies a graph theoretic matching algorithm. The Category component makes calculations about the conceptual spread of a cluster and its general quality. The spectrograph uses lines to represent the size (number of documents in a cluster) and quality of a cluster. The brighter a spectrograph line is, the more documents the cluster contains, and the thicker the line is, the higher the cluster quality.

All spectrograph data sets that you generate are stored in the `Sgdata` subdirectory of the `Cluster` directory in your Category component installation directory.

You can set up a schedule that runs the `ClusterSGDataGen` action at regular intervals.

You can retrieve the spectrograph image, data, or documents by using the `ClusterSGPicServe`, `ClusterSGDataServe`, and `ClusterSGDocsServe` actions.

For more information about the `ClusterSGDataGen` action and the results that it returns, refer to the Category componentReference.

Related Topics

- Set up Schedules

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Version 25.3 | Last updated July 2025

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Product: Knowledge Discovery Community Component 25.3

Topic Title: Generate Spectrograph Data