Bad Boys: Ride or Die does not include any identifiable LGBTQ+ characters or themes. The narrative centers on action, crime, and family relationships, without addressing LGBTQ+ representation or related social issues in any significant capacity.

Bad Boys: Ride or Die does not feature any identifiable transsexual characters or themes. Available information indicates no representation of the transsexual community in the film's plot, character arcs, or overall narrative. Therefore, the film has no net impact on the portrayal of transsexual individuals.

The film's extra information indicates the presence of female characters in significant roles, including positions of authority, and mentions that female fighters are present in the movie. However, the provided details do not describe any specific scenes where a female character defeats one or more male opponents in direct physical combat.

The film's leads remain male, consistent with previous installments. Supporting female characters are present, but there is no indication from sources or plot descriptions that any established character from the franchise has undergone a gender swap.

The film continues the established racial portrayals of its lead characters, Will Smith and Martin Lawrence, as Black detectives. No instances of characters previously established as one race being portrayed as another are indicated.