Onboarded a junior with this dataset. Dedup pass only flagged 1.2% — cleanest dataset I've worked with. Renewed for another quarter already.
Appreciate you flagging what worked, we'll keep tightening the column coverage in the next refresh. Let us know if you'd like the file regenerated with extra columns next time.