Your question is Cleaning Unstructured User Logs. 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).
How would you clean and prepare a highly unstructured dataset containing user activity logs before performing an analysis?