Your question is Most Purchased Item Mapping. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
Given a list of user purchases, return a map of purchases with the item that is most purchased with each item.