Your question is Automating Data Transformations 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).
How would you approach writing a script in Python to automate a manual data transformation process?