I've a dataset with following schema:
Customer_ID - Unique ID Product - ID of purchased product Department - ID of the department that sells the product Product_Type - The purchased product type Date - The date of purchase Quantity - The number of units purchased
I need to do a link analysis project to analyze some consumption patterns of the products and answer the following questions:
"If product B is purchased then customer will also take product A"
I will use Scala/Python to make the link analysis over the datasets but the examples I have seen are dataset with direct links to the project of "Flight Data" in the schema is:
ID Origin Destination
My question is: there I need to prepare my dataset to make the Link Analysis (there exists some best practices to do this?) or can I analyze the dataset with that structure?
Many thanks! Sorry my inexperience on this topic!