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Visualize association rules in a non-standard way

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danielchabr/associationRuleVisualization

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Association Rules Visualization

Goals

  • Compute association rules from provided data
  • Visualize those rules in a non-standard way
  • Accessible as an online tool

Dataset and preprocessing

Association Rules Mining

  • the Apriori algorithm used for rules mining
  • open source Apriori Algorithm implementation in JavaScript used to run in NodeJS environment

Postprocessing

  • the Apriori.js open source project only provides confidence for rules and support for item sets
  • my custom postprocessing step computed support, lift and conviction for all rules

Technologies

  • IBM Bluemix - for cloud NodeJS environment
  • Node-RED tool - for quick prototyping and visual data flow scaffolding
  • D3.js - for creating visualizations in the browser
  • Apriori.js - for extracting rules from a dataset

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Visualize association rules in a non-standard way

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License

MIT, Unknown licenses found

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