Onboarded a junior with this dataset. Categorisation was granular enough to segment by sub-vertical without regex. Recommended.
Thanks so much for the feedback, reviews like this are what keep the refresh cycle on schedule. Let us know if you'd like the file regenerated with extra columns next time.