Rapper Eminem reached 60.1 million likes on Facebook, this sets the record for most likes by a person. According to the app data page, Eminem is picking up close to 179,000 new likes a week. Rihanna isn't too far behind, with 59.4 million likes. Lady Gaga has 53 million likes. Justin Bieber has 45.7 million.