Field-tested by my team. Dedup pass only flagged 1.2% — cleanest dataset I've worked with. Bought it for a Austria factory operator market-sizing project. Renewed for another quarter already.
Thank you for the kind review, reviews like this are what keep the refresh cycle on schedule. Let us know if you'd like the file regenerated with extra columns next time.