Your question is Diagnosing Spark Data Skew. 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 do you diagnose and resolve data skew in a Spark cluster when processing multi-terabyte datasets?