Diagnosing unexpected join cardinality changes

Join cardinality surprises (duplicate or missing rows after joins) are common in analysis pipelines. Share practical steps to investigate causes, inspect keys and granularity, and fix queries or data models. Answers should focus on reproducible checks you can run in SQL or your BI tool and patterns to prevent recurrence.

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