Cast & Crew
- Little Ann Little as Betty Boop
- Billy Murray as Bimbo
- Max Fleischer (Producer)
- Dave Fleischer (Director)
- Grim Natwick (Animator)
- Unlike her appearance in Dizzy Dishes, Betty is shown to have tanned skin in both The Bum Bandit and Mysterious Mose.
- Betty's voice is provided by Little Ann Little, who was signed up to do the voice after the premiere of Dizzy Dishes.
- The episode was given a shout out in the animation Over the Garden Wall, where a Betty Boop-like Inn Keeper performs a song enitled "The Beast Song", which is similar to the song featured in Mysterious Mose; the "Oooh's" sung by the Inn Keeper during her song are similar to Betty's in "That's Mysterious Mose".