Your question is Parsing and Cleaning Large 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).
Write a script in C++ or Python to parse and clean a massive, unstructured dataset.