Despite what the film portrays, neither Keaton nor his family ever performed in a circus, his father died when Keaton was an adult and his father did not die while performing. One day, the real Buster Keaton visited the set while they were filming a circus scene and Keaton told all of this to a surprised Donald O'Connor.