Proxy Component 25.4
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# Generate Dynamic Clusters

Every time it runs a query, the Content component can automatically cluster the results that are available for this query, and then in turn cluster the first set of clusters further to produce subclusters. This process allows you to generate a hierarchy of dynamic clusters that allows users to navigate quickly to their area of interest.

For example:

In this example, Content has generated 10 dynamic clusters from documents that match the query War In Iraq. A plus sign (+) and a red arrow next to a cluster in this interface indicates that you can expand the cluster to display subclusters. A blue arrow indicates clusters that cannot cluster further.

Content lists each cluster with the best phrase it contains. The number in brackets indicates how many documents the cluster contains. The user can click the best phrase for a cluster to run a query with this phrase and automatically cluster the results that this query produces.

Dynamic clustering can be faster than clustering in the background, through `ClusterCluster` and `ClusterServe2DMap` `ClusterServe2DMap`. However, using `ClusterCluster` and `ClusterServe2DMap` `ClusterServe2DMap` is more powerful and accurate. Also, dynamic clustering is more suited to finding trends in smaller data sets. `ClusterServe2DMap` is better for clustering an entire database.

Related Topics

- Cluster Information

To generate dynamic clusters

1. Configure the Content component to enable dynamic clustering.

2. Perform an action with the `QuerySummary` parameter.

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Version 25.4 | Last updated October 2025

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Product: Knowledge Discovery Proxy Component 25.4

Topic Title: Generate Dynamic Clusters