Onboarded a junior with this dataset. Categorisation was granular enough to segment by sub-vertical without regex. Bought it for India's construction materials supply segment specifically. Saved us hours of manual cleanup.
Thank you for the kind review, glad the coverage matched what you needed. Let us know if you'd like the file regenerated with extra columns next time.