Your question is Vectorized Python for Large Datasets. 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).
Optimize a Python data processing script to handle large-scale datasets efficiently using vectorization.