Your question is Preprocessing with Python. 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).
Describe your preprocessing procedure using Python, including how you use pandas and NumPy.