Your question is Optimizing Slow Python on Transactions. 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).
Explain how you would optimize a Python script that is running too slowly on a transaction dataset.