Onboarded a junior with this dataset. Hours and GPS were the missing pieces in my last vendor's file — this has both. Saved us hours of manual cleanup.
Stress-tested it during a client pitch. Dedup pass only flagged 1.2% — cleanest dataset I've worked with. Bought it to support a fintech companie rollout in United States. Worth the price.