Evaluate Data Quality and Integration End-to-End

Set up a comprehensive test suite to evaluate the entire data preparation and integration pipeline. Use a synthetic dataset with known data quality issues and schema discrepancies. Verify that the final integrated data meets specified quality standards and accurately reflects the source information after transformation. Document any issues found and proposed remediations.