Your question is Clean Unstructured Data. 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).
What methods do you use to clean, validate, and ensure the integrity of large, unstructured datasets?