Applying Frequent Itemset Mining on Stock Data

1. Discuss in groups how frequent itemset mining can be applied to the stock data?

• What would be the “items” in the itemset? How would you define the “items”?
• What insights would the analysis yield?
• What questions would the analysis answer?

2. Python Hands-on: Implement one application of the above analysis in python.

• What python frequent itemset modules are available for this task?
• How would you pre-process the data for the frequent itemset mining module?
• How would you verify that the results of the analysis are valid or reasonable?
• How would you visualize or present the results to your mom/pop?