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TweetKollidR

Twitter visualisation network text analysis R

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A workflow to collect and visualise data from Twitter. Using the Twitter API, this workflow retrieves tweets that match specified search queries. It collates the results of repeated searches and provides a visualisation to assess the completeness of the dataset. You can visualise the collected data (or data acquired from elsewhere) in two ways. The temporal visualisation shows the volume of tweets created over time, and provides rich textual summaries of each timestep and peak period. The network visualisation creates a 'summary network' in which each node is a cluster of tightly connected users. Detailed summary information is provided for each cluster, and each connection between clusters. The purpose of these visualisations is to provide rapid insights about the content, network structure and temporal dynamcs of a Twitter dataset. The wofklow uses various R packages to produce the visualisations, leveraging the R integration capabilities of KNIME.

External resources

  • TweetKollidR documentation

Used extensions & nodes

Created with KNIME Analytics Platform version 4.3.0 Note: Not all extensions may be displayed.
  • KNIME Base nodes Trusted extension

    KNIME AG, Zurich, Switzerland

    Versions 4.2.2, 4.3.0

  • KNIME Data Generation Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.3.0

  • KNIME Distance Matrix Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.3.0

  • KNIME Interactive R Statistics Integration Trusted extension

    KNIME AG, Zurich, Switzerland

    Versions 4.2.0, 4.3.0

  • KNIME JavaScript Views Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.3.0

  • KNIME Javasnippet Trusted extension

    KNIME AG, Zurich, Switzerland

    Versions 4.2.0, 4.3.0

  • KNIME Math Expression (JEP) Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.3.0

  • KNIME Parallel Chunk Loop Nodes Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.3.0

  • KNIME Quick Forms Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.3.0

  • KNIME Textprocessing Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.3.0

  • KNIME Timeseries nodes Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.3.0

  • KNIME Twitter Connectors Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.3.0

  • Palladian for KNIME Unknown extension

    This is an unpublished or unknown extension.

    palladian.ws; Philipp Katz, Klemens Muthmann, David Urbansky

    Version 2.3.0

  • Vernalis KNIME Nodes Trusted extension

    Vernalis Research Ltd, Cambridge, UK

    Versions 1.28.0, 1.28.2

Legal

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License (CC-BY-4.0)
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