Your question is Cleaning Data Before Visualization. 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).
Given a dataset with inconsistencies, how would you clean it before building a visualization?