Hagrid was expelled from Hogwarts after The Government thought he had opened the Chamber of Secrets . This was not true , and Hagrid was proved innocent by Harry Potter . Readers first discover why Hagrid was expelled from Hogwarts in Harry Potter and the Chamber of Secrets .