Onboarded a junior with this dataset. Dedup pass only flagged 1.2% — cleanest dataset I've worked with. No complaints from the field reps.
Appreciate you flagging what worked, reviews like this are what keep the refresh cycle on schedule. Reach out if you'd like an early look at the next refresh.