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debugging.md•744 B
# Debugging Data Issues
## Common Issues
### Missing Data
- Check for NULL values vs empty strings
- Verify JOIN conditions aren't dropping rows
- Look for implicit filters in WHERE clauses
### Unexpected Results
- Verify date ranges are inclusive/exclusive as expected
- Check for duplicate rows affecting aggregations
- Confirm timezone handling is consistent
### Performance Issues
- Check query execution plan
- Look for missing indexes on JOIN/WHERE columns
- Consider partitioning for large datasets
## Debugging Checklist
1. [ ] Run query on smaller dataset first
2. [ ] Check row counts at each step
3. [ ] Validate sample rows manually
4. [ ] Compare against known good baseline
5. [ ] Test edge cases (nulls, zeros, boundaries)