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02_​Apply_​Association_​Rules_​for_​MarketBasketAnalysis

Workflow

Market Basket Analysis: Apply Association Rules
retailassociation rulesrecommandation enginemarket basket analysisMBAApriori algorithmBorgeltdata collectionQuickformdeploymentsupply chain
2. Market Basket Analysis: Apply Association Rules 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 reportIn order to see the report execute the entire workflow and then click "Open the report" button in the toolbar. read association rulesread product infosRecommendationsfind best match for yourcurrent shop cartRecommendations 2through a TableCreator nodecalculate total price of current basketfind top 2 rulesby: support, confidence, revenueAppend price ofcurrent basketand split the tworecommendations Product Infos /Association Rules Data to Report Subset Matcher Data to Report Read CurrentBasket Data Total Price ofcurrent Basket Top 2 Rules Refine 2. Market Basket Analysis: Apply Association Rules 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 reportIn order to see the report execute the entire workflow and then click "Open the report" button in the toolbar. read association rulesread product infosRecommendationsfind best match for yourcurrent shop cartRecommendations 2through a TableCreator nodecalculate total price of current basketfind top 2 rulesby: support, confidence, revenueAppend price ofcurrent basketand split the tworecommendations Product Infos /Association Rules Data to Report Subset Matcher Data to Report Read CurrentBasket Data Total Price ofcurrent Basket Top 2 Rules Refine

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Nodes

02_​Apply_​Association_​Rules_​for_​MarketBasketAnalysis consists of the following 21 nodes(s):

Plugins

02_​Apply_​Association_​Rules_​for_​MarketBasketAnalysis contains nodes provided by the following 2 plugin(s):