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# Generate Snapshots

To cluster information, take a snapshot of data in your Content component data index. You can then automatically cluster the data in this snapshot (you do not need to set up an initial taxonomy).

The Category component takes a snapshot of the data in your Content component and, based on these snapshots, clusters related information together. Each cluster represents a concept area that contains a set of items, which share common properties.

The `ClusterSnapshot` action allows you to take a snapshot of the data stored in the Content component data index. By default this includes data for the Content databases `News` and `Archive`. A snapshot represents the content of the data index at a particular time, and enables you to generate cluster information and spectrographs at a later point, even if the data index has changed. You can use a single snapshot to generate both cluster information and spectrograph data to save processing time.

The action adds a timestamp to each snapshot (with the `AUTNDATE`) and stores it in binary `.cls` format in the `Snapshots` subdirectory of the `Cluster` directory in your Category component installation directory. This process allows you to have several snapshots with the same name (for example, of one particular Content component) and snapshots with different names (for example, of different data sets).

The results of `ClusterSnapshot` are saved as a named snapshot job. You can specify that job name when taking other actions on the snapshot data. You can also set up a schedule that runs the `ClusterSnapshot` action at regular intervals.

NOTE: The Content data index that you take a snapshot of must ideally contain at least several thousand documents with good quality content (that is, relevant text for various topics).

Related Topics

- Set up Schedules

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Version 25.2 | Last updated April 2025

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Product: Knowledge Discovery View Component 25.2

Topic Title: Generate Snapshots