Live-tested 30 random rows before committing. Dedup pass only flagged 1.2% — cleanest dataset I've worked with. Saved us hours of manual cleanup.
Thank you for the kind review, we'll keep tightening the column coverage in the next refresh. Drop us a line any time you need a custom cut.