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Market Basket Analysis - Apply rules

RetailAssociation rulesRecommandation engineMarket basket analysisApriori algorithm
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Versionv1.0Latest, created on 
Dec 17, 2025 7:03 PM
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Market Basket Analysis - Apply rules

This workflow takes your current shopping basket and compares it to a set of pre-built association rules (patterns of items frequently bought together). It finds the rules that best match your basket, then selects the top recommendations based on support, confidence, and potential revenue. Finally, it calculates the total price of your basket and presents both the recommendations and price in an easy-to-read format.

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Used extensions & nodes

Created with KNIME Analytics Platform version 5.9.0
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    KNIME Base nodesTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.9.0

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    KNIME Column Expressions (legacy)Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.9.0

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    KNIME ExpressionsTrusted extension

    KNIME AG, Zurich, Switzerland

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    KNIME Quick FormsTrusted extension

    KNIME AG, Zurich, Switzerland

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    KNIME ViewsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.9.0

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