Picked it up for cold outbound. Lat/long landed every pin on the right storefront in Mapbox. Bought it to underpin a India pulmonologist doctor campaign. Wished a few smaller towns had been included.
Onboarded a junior with this dataset. The phone column was live for 95% of the rows I tested. Bought it for pulmonologist doctor prospecting across India. No complaints from the field reps.
Ran the CSV through our deduper first. Dedup pass only flagged 1.2% — cleanest dataset I've worked with. Bought it to map pulmonologist doctor density across India. Connect rate could have been higher with cleaner mobile numbers.