Your question is Complex Join With Duplicate IDs. 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).
How would you handle a complex join involving multiple transaction tables where duplicate member IDs could skew the aggregation?