Ussualy they collect device information such as make, model, OS, MAC Address and the browsing history. Also they can track social media information if you login with your google/facebook account.
They may use this information for marketing and advertising purposes, or sell it to Advertising companies, Third-Party Analytics Companies or even Government Authorities.