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A data team needs to find unexpected null rates and value distributions before choosing transformations. Which approach best fits?
Published
- Validate referential relationships and quarantine or resolve orphaned records.
- Remove target leakage and rebuild an appropriately timed evaluation split.
- Profile the source data and compare results with expected constraints.
- Add business-rule validation for value range and currency consistency.
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