Eleanor Powell reportedly knocked herself out cold during rehearsals for the lariat dance.
Footage for the number "Swinging the Junx Away" was borrowed from Born to Dance.
Footage of the "Hawiian Medley" number was taken from Honolulu.
The title of the film is from a catchphrase used by Red Skelton on his radio show when he was in character as the "Mean Widdle Kid".