According to Emmett Kelly's autobiography, the film makers originally expected him to play his part in his famous "Weary Willie" tramp clown makeup, but he refused and designed a new white clown makeup for the film.
Shooting for this film overlapped with shooting on The Greatest Show on Earth, and Emmett Kelly's shots in the de Mille film had to be done when his schedule on "The Fat Man" permitted.