Write a query to find average revenue from events
Last updated: October 10, 2025
Quick Overview
Write a SQL query to calculate average revenue from the events table, considering nulls and duplicates.
Cruise
October 10, 202544
6
4,748 solved
Write a SQL query to calculate average revenue from the events table, considering nulls and duplicates.
Cruise asks this during the Technical Screen because data engineering skills are critical for the role. You should be comfortable with complex joins, window functions, CTEs, and performance optimization.
What the Interviewer Expects
- Write syntactically correct SQL with proper JOIN and WHERE clauses
- Use GROUP BY and aggregate functions appropriately
- Handle NULL values correctly in your queries
- Explain the query execution plan at a high level
Key Topics to Cover
How to Approach This
- Clarify the schema and expected output format before writing queries.
- Use CTEs (WITH clauses) to break complex queries into readable steps.
- Consider window functions (ROW_NUMBER, RANK, LAG, LEAD) for ranking and sequential analysis.
- Watch for NULLs, duplicates, and edge cases in JOINs and GROUP BY.
- For pandas, prefer vectorized operations over row-by-row iteration.
Possible Follow-up Questions
- How would you validate the correctness of your query results?
- How would you handle slowly changing dimensions in this scenario?
- How would you optimize this query for a table with 100 million rows?
- How would you handle this if the data was spread across multiple databases?
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Practice SQL ProblemsSample Answer
Problem Understanding
The task is to calculate the average revenue from the 'events' table. This table likely contains various columns, including a 'revenue' column which may have NULL values and potentially duplicate entr...
Approach
- Identify Relevant Columns: Determine which columns are necessary for the calculation, specifically focusing on the 'revenue' column.
- NULL Handling: Use the
COALESCEfunction to repla...
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