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Scalable Data Generation

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Dec 3, 2020 6:10 PM
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This workflow is used to serve the Performance and Scalability Examples. As it generates data with the same attributes randomly, it can be use to generate datasets of various sizes. They will all generate similar models, but will require more processing power. The data we are generating here is a customer data set. You get different features of the customers as the number of products they buy, their gender or income. Show how to generate the whole shopping basket. How to use existing informations for it and how everything can finally be exported for mining.

External resources

  • Paper about the data generation plugin
  • Description of the modular data generation plugin
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Used extensions & nodes

Created with KNIME Analytics Platform version 4.1.1
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    KNIME CoreTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.1.1

    knime
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    KNIME Data GenerationTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.1.0

    knime
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    KNIME JSON-ProcessingTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.1.0

    knime
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    KNIME Quick FormsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.1.1

    knime

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