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TopicKR

Topic modelling Text analysis R Natural language processing
Angus Veitch profile image

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This workflow helps you to generate and compare a series of topic models from a collection of preprocessed documents. It produces a range of formatted tables and plots with which you can evaluate and compare both the qualitative content and measured coherence of two or more models or model configurations. The outputs are procued with R, so KNIME's R integration capabilities must be activated. This is an 'alpha' release of the workflow. It has not been tested with a variety of users and environemnts, so probably contains bugs, and possible even calculation errors. So use it at your own risk, but please do not hesitate to reach out if you have a question or suggestion for improvement.

External resources

  • Qualitative evaluation of topic models

Used extensions & nodes

Created with KNIME Analytics Platform version 4.3.1 Note: Not all extensions may be displayed.
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    KNIME Base nodes Trusted extension

    KNIME AG, Zurich, Switzerland

    Versions 4.3.0, 4.3.1

    knime
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    KNIME Data Generation Trusted extension

    KNIME AG, Zurich, Switzerland

    Versions 4.2.0, 4.3.0

    knime
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    KNIME Distance Matrix Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.3.0

    knime
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    KNIME Interactive R Statistics Integration Trusted extension

    KNIME AG, Zurich, Switzerland

    Versions 4.2.0, 4.3.0, 4.3.1

    knime
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    KNIME JavaScript Views Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.3.0

    knime
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    KNIME Javasnippet Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.3.0

    knime
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    KNIME Math Expression (JEP) Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.3.0

    knime
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    KNIME Quick Forms Trusted extension

    KNIME AG, Zurich, Switzerland

    Versions 4.3.0, 4.3.1

    knime
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    KNIME Textprocessing Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.3.0

    knime
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    KNIME Timeseries nodes Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.3.0

    knime
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    Vernalis KNIME Nodes Trusted extension

    Vernalis Research Ltd, Cambridge, UK

    Versions 1.28.0, 1.28.2

    vernalis
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By using or downloading the workflow, you agree to our terms and conditions.

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