Your question is Pandas Customer Segmentation. 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).
Write a Python function using Pandas to process a raw dataframe, clean missing values, and segment customers based on transactional history.