Welcome to your interview.
The question is on your right: Analyzing Large Behavioral Datasets. Take a moment with it first.
Talk your thinking through with me if you like - when you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes). Discussion and graded submissions share your five interviewer interactions, so spend them well.
Interviewers often ask this question to assess whether you can turn messy, high-volume data into clear business insights using SQL. They want to hear both your technical approach and how you structured the analysis.
Describe a complex dataset you worked with and how you analyzed it using SQL. In your answer, explain:
Keep your answer practical and structured. Focus on a dataset with enough complexity to show real SQL work—such as event logs, transactions, or customer activity data—but stay at a level appropriate for an easy interview question. The interviewer is looking for a clear example of filtering, aggregation, grouping, date-based analysis, and basic data quality handling rather than advanced optimization or highly complex window-function logic.