[Atlas22]

Data is very likely to be from LinkedIn if you look at the field descriptions and stats. The only field that is 100% available is the one based on the LinkedIn URL. I would guess scraping unless LinkedIn provides an API for this data that I can't find.

[jamesgill]

They (Microsoft) have APIs for app/website integration, but that's all I know about.

https://developer.linkedin.com/