LinkedIn insists that Tom Liner did not use their API but confirmed that the dataset "features information and facts scraped from LinkedIn, and information acquired from other resources".g. on product Internet sites. It can even be utilized to counter unfavorable comments with an inflow of good responses ("like button") e.g. on weblog or news short