Onboarded a junior with this dataset. Sample matched live data when I spot-checked random rows. Bought it for a Canada save on foods store locations canada edi market-sizing project. Will be the default vendor for us now.
Replaced an older vendor with this. Loaded into Power BI without a single import warning. Bought it for Canada's save on foods store locations canada edi segment specifically. Saved us hours of manual cleanup.
Compared this side-by-side with two competitors. Categorisation was granular enough to segment by sub-vertical without regex. No complaints from the field reps.