- Rita Hayworth's singing was dubbed by Nan Wynn.
- The song "On the Beam" was written for the film but not used.
- The dance to "You Were Never Lovelier" was cut from the film after the previews.
- The character played by Fred Astaire says he is from Omaha, Nebraska- Astaire's real-life birthplace.
- Astaire and Hayworth rehearsed most of their routines in a funeral parlor.
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