The film contains no visible LGBTQ+ characters or queer themes. It adheres strictly to the heteronormative social structures of the early 20th century.

The narrative is almost exclusively female-centric, focusing on the agency of Samantha, Nellie, and their grandmother. While it operates within a domestic setting, the female protagonists possess significant emotional autonomy.

The cast is predominantly white, reflecting the historical homogeneity of 1904 America. The film does not utilize color-blind casting to disrupt the period's specific social context.

The story explores friction between socioeconomic classes through the Ryland and O'Malley families. It frames these disparities through individual empathy rather than a systemic critique of the era.

There are no prominent depictions of visible or invisible disabilities. Characters with disabilities are not utilized as central plot devices within the narrative.