I do some search frequent pattern mining algorithms to do Market Basket Analysis. There plenty algorithms to their jobs in their passion but Apriori is somehow interesting and widely used in Market Basket Analysis.
|Figure: Apriori Approach|
Analysing the pattern is so easy I think. but getting the good dataset is the worst work. I have searched for so many days and finally found a suitable dataset which have a lot of information about the consumer and the items. From that dataset, I start to examining the buying pattern of a consumer in various factors.