The film lacks any evidence of non-cisnormative gender identities or same-sex intimacy. The plot focuses on a pursuit involving anthropomorphic animals and human characters without queer subtext.

Alice serves as a protagonist, providing a degree of female agency. However, the narrative prioritizes the comedic antics of male-coded characters like Julius and the mouse.

The setting reflects a conventional early 20th-century framework. There is no indication of a diverse cast or intentional racial blending beyond the homogeneous norms of the era.

The story touches on themes of industrial exploitation through a sausage factory ruse. The resolution relies on slapstick trickery rather than a systemic critique of institutions.

There is no evidence of characters with visible or invisible disabilities. Characters are defined solely by their roles in a chase sequence and comedic capers.