"What a Beautiful Night" with Music by Harry Ruby and Lyrics by Bert Kalmar was written for the movie but not used.
Russell Hicks (Mr. Bradley) and Phil Baker (Man in Sequence with Beetle and Bottle) are in studio records/casting call lists as cast members for their roles, but they did not appear or were not identifiable in the movie.
When Ned (Fred Allen) says to Eric (Dick Powell), "Up in Washington, they elected a jazz band leader Lieutenant Governor, and if people will vote for a jazz band leader, they'll vote for anybody," Lieutenant Governor Victor Meyers of Washington State (an ex-band leader) sued Twentieth Century-Fox for $250,000. He claimed it reflected on his qualifications and deprived him of the "confidence, respect and good will of the people." No information has been found on the result of the suit.