- Harsher in Hindsight: The Princess says at one point, "Nothing is permanent in this world - except for Roosevelt." Franklin D. Roosevelt was then in the midst of his third term as President, but he died three years later.
- He Really Can Act: Rudy Vallee was still known as a singer whose film work was mainly in musicals when he was cast as Hackensacker. He made such a good impression that he started a second career as a comedic actor.
- One-Scene Wonder: The Weenie King!
- Retroactive Recognition: Frank Faylen has a quick bit as a cab driver. A few years later, he played one again in a rather well-known movie.
YMMV / The Palm Beach Story