Y2K

The film does not include any LGBTQ+ characters or narratives, sticking to traditional social frameworks typical of late-90s television.

The story focuses on masculine archetypes of crisis management, adhering to conventional gender roles common in disaster media from the early 2000s.

The film depicts an American societal collapse without a non-Anglo-Saxon majority cast, potentially appearing homogeneous.

The story critiques modern infrastructure through technological anxiety but does not deconstruct Western institutions or religious morality.

There is no indication of neurodivergent or physically disabled characters having significant roles or ability to act. Disability may be used as a tension-building device.