You haven’t addressed the chief, highest rated comment in the original thread: what about the fact this dataset was generated by scraping LinkedIn in violation of that site’s ToS, and the generates a liability?
- https://techcrunch.com/2022/04/18/web-scraping-legal-court/ - https://en.m.wikipedia.org/wiki/HiQ_Labs_v._LinkedIn - https://www2.staffingindustry.com/Editorial/IT-Staffing-Repo...
Legal has reviewed our approach in comparison, and we're good.