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TopicKR

Topic modellingText analysisRNatural language processing
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Oct 6, 2020 10:49 PM
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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
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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 nodesTrusted extension

    KNIME AG, Zurich, Switzerland

    Versions 4.3.0, 4.3.1

    knime
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    KNIME Data GenerationTrusted extension

    KNIME AG, Zurich, Switzerland

    Versions 4.2.0, 4.3.0

    knime
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    KNIME Distance MatrixTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.3.0

    knime
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    KNIME Interactive R Statistics IntegrationTrusted extension

    KNIME AG, Zurich, Switzerland

    Versions 4.2.0, 4.3.0, 4.3.1

    knime
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    KNIME JavaScript ViewsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.3.0

    knime
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    KNIME JavasnippetTrusted 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 FormsTrusted extension

    KNIME AG, Zurich, Switzerland

    Versions 4.3.0, 4.3.1

    knime
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    KNIME TextprocessingTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.3.0

    knime
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    KNIME Timeseries nodesTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.3.0

    knime
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    Vernalis KNIME NodesTrusted 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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