Large concern by public has emerged recently about social media data can reveal about users. In this talk, some examples are presented of how "public" social media data could be explored with data science to predict users' behaviour, leanings, and personal information. Example studies on stance prediction, demographic prediction, and fake accounts detection are covered in this talk.