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Market Basket Analysis: Apply Association Rules

RetailAssociation rulesRecommandation engineMarket basket analysisMBA
+7
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Versionv1.0Latest, created on 
Oct 20, 2023 2:07 PM
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This workflow takes pre-built association rules and applies them to a new set of data 1. Read Association Rules and Product data 2. Read content of current basket 3. Calculate total price of basket content 4. In rule Antecedents find closest match to current basket content 5. Find top matching rules in terms of: - highest support, - highest confidence, - highest revenue 6. Export recommendation and basket price to report How to open the report In order to see the report execute the entire workflow and then click "Open the report" button in the toolbar.

External resources

  • Market Basket Analysis and Recommandation Engines
  • Market Basket Analysis and Recommandation Engines
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Used extensions & nodes

Created with KNIME Analytics Platform version 4.5.0
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    KNIME Base nodesTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.5.0

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    knime
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    KNIME JavasnippetTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.5.0

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    knime
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    KNIME Reporting RuntimeTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.5.0

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    knime

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