Your question is Statistics Software for Cleaning. 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 programming languages or statistical software are you most proficient in for data cleaning and manipulation?