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03_​Topic_​Explorer_​Example

Topic Exploration via Verified Components

The output of a topic model can be hard to navigate when you have many topics.
The Topic Explorer View verified component automatically generates for you a user interface.
You can use it locally on KNIME Analytics Platform or remotely by deploying it on KNIME Server or KNIME Business Hub.

This component also works if you train your topic model with the Topic Extractor (STM) verified component.

For more details on the Topic Explorer View and the Topic Scorer (Labs) inside check the links below.

Interactive Views (Right Click > Interactive View) Training Documents Data Preparation Topic Exploration via a Verified Component The output of a topic model can be hard to navigate when you have many topics. The Topic Explorer View verified component automatically generates for you a user interface. You can use it locally on KNIME Analytics Platform or remotely by deploying it on KNIME Server or KNIME Business Hub. k = 20explore topicson default labelsexplore topicswith automated labelsexplore topicswith custom labelsGroupBy Topic Extractor(Parallel LDA) Table Editor Rename Topics witha Custom Label ConstantValue Column Topic Explorer View Topic Explorer View Topic Explorer View Read andPrepare Docs Interactive Views (Right Click > Interactive View) Training Documents Data Preparation Topic Exploration via a Verified Component The output of a topic model can be hard to navigate when you have many topics. The Topic Explorer View verified component automatically generates for you a user interface. You can use it locally on KNIME Analytics Platform or remotely by deploying it on KNIME Server or KNIME Business Hub. k = 20explore topicson default labelsexplore topicswith automated labelsexplore topicswith custom labelsGroupBy Topic Extractor(Parallel LDA) Table Editor Rename Topics witha Custom Label ConstantValue Column Topic Explorer View Topic Explorer View Topic Explorer View Read andPrepare Docs

Nodes

Extensions

Links

Download

To use this workflow in KNIME, download it from the below URL and open it in KNIME:

Download Workflow
Created by: Paolo Tamagnini
Created at: 2023-05-02
On NodePit since: 2023-07-06
Last update: 2026-01-08
Created with KNIME version: v4.7.4
Tags: topicldatopic modelingdata appviewverified componentsemantic coherencefrexexclusivity

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