Ran the CSV through our deduper first. Categorisation was granular enough to segment by sub-vertical without regex. Bought it as part of a wider mm lafleur store locations united states expansion into United States. No complaints from the field reps.
Glad to hear the dataset worked for you, glad the coverage matched what you needed.