The film lacks any evidence of non-heteronormative identities. It adheres to the rigid social mores regarding gender and orientation typical of 1928 crime cinema.

The narrative centers on two con artists, roles traditionally held by men in this era. There is no confirmation of women holding positions of agency or subverting hierarchies.

The production likely reflects the demographic homogeneity of early Hollywood. Without specific casting details, it appears to follow the Eurocentric casting standards of the silent era.

The focus on criminal subcultures offers a departure from idealized civic morality. However, these depictions often serve as cautionary tales rather than critiques of systemic structures.

There is no documented evidence of characters with visible or invisible disabilities portrayed with agency.