Your question is Tools for Data Manipulation. 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 software tools do you find most effective for large-scale data manipulation and reporting?