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Schema analysis helps you understand real data shape instead of relying on assumptions.

Useful insights

  • which fields are present consistently
  • type distribution across documents
  • sample values for common fields
  • whether fields drift between environments

When to use it

  • onboarding into an unfamiliar collection
  • debugging ingestion issues
  • checking optional vs required fields
  • preparing exports or transforms