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UNION vs UNION ALL in Reporting

EasySQL & Data Manipulation00:00
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The question is on your right: UNION vs UNION ALL in Reporting. Take a moment with it first.

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Problem

Context

When you combine result sets in analytics or reporting workflows, choosing between UNION and UNION ALL affects both correctness and runtime. This comes up often when merging transaction extracts, campaign audiences, or Amex offer activity from multiple sources.

Core Question

Explain the difference between UNION and UNION ALL in SQL. You should describe how each handles duplicate rows, what that means for the final result set, and why one is usually faster than the other. Also explain the kinds of scenarios where you would prioritize UNION for correctness versus UNION ALL for performance.

Scope Guidance

Keep your answer practical. The interviewer is looking for a clear explanation of result-set behavior, duplicate handling, and performance trade-offs, plus a few examples of when duplicate rows are expected, acceptable, or harmful in downstream analysis.