Ran the CSV through our deduper first. Hours and GPS were the missing pieces in my last vendor's file — this has both. Bought it for our industrial training institutes iti outreach in India. Acceptable trade-off at this price.
Plugged it straight into our outreach tooling. Dedup pass only flagged 1.2% — cleanest dataset I've worked with. Bought it to map industrial training institutes iti density across India. Sales team is happy.
Replaced an older vendor with this. Loaded into Power BI without a single import warning. Bought it to scope a India territory in the industrial training institutes iti segment. Worth the price.