Your question is Pandas CSV Aggregation Workflow. 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).
Tell me about how you would use Python and Pandas to read a CSV file, parse dates, clean the data, group records by a field, and calculate aggregate statistics from the results.