This is a supermarket basket analysis using FPGrowth.
SCOPE
DATA DICTIONARY
GOAL
APPROACH
TOOLS
REFERENCES https://analyticsindiamag.com/apriori-vs-fp-growth-in-market-basket-analysis-a-comparative-guide/ https://medium.com/machine-learning-researcher/association-rule-apriori-and-eclat-algorithm-4e963fa972a4 https://www.javatpoint.com/fp-growth-algorithm-in-data-mining https://www.ibm.com/docs/en/db2/10.5?topic=SSEPGG_10.5.0/com.ibm.im.model.doc/c_lift_in_an_association_rule.htm https://www.kdnuggets.com/2016/04/association-rules-apriori-algorithm-tutorial.html https://www.kirenz.com/post/2020-05-14-r-association-rule-mining/ https://www.thedataschool.co.uk/liu-zhang/understanding-lift-for-market-basket-analysis/
ACKNOLEGEMENT
The dataset used in this project can be find at https://www.kaggle.com/datasets/rashikrahmanpritom/groceries-dataset-for-market-basket-analysismba