Your question is Pandas vs SQL Aggregation. 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).
What are the primary differences between using a Pandas DataFrame and a SQL query for data aggregation?