Onboarded a junior with this dataset. Categorisation was granular enough to segment by sub-vertical without regex. Saved us hours of manual cleanup.
Glad to hear the dataset worked for you, always good to hear from buyers using the file for real outreach. Drop us a line any time you need a custom cut.