Police Adversity
Dimension 1012 of 1,100 · Health Lens
Police Adversity measures the extent to which an expression reflects troubling, stressful, or harmful contact with police and related legal involvement. It encompasses exposure to police attention, court-related consequences, perceived unfair treatment, harassment, and severe hostile encounters.
evidence final name · Police Contact
Absent Police Adversity
Expressions activating this band do not clearly convey police-related adversity and instead center on unrelated legal or procedural language such as court, lender, foreclosure, or fees.
Mild Police Adversity
Expressions activating this band reflect diffuse fear, uncertainty, shame, or indirect exposure to threat, with police contact present only loosely or as one among several troubling experiences.
Moderate Police Adversity
Expressions activating this band describe concrete police trouble, especially being picked up by police or having police involvement that leads to court appearance and family consequences.
High Police Adversity
Expressions activating this band portray police contact as personally distressing, unfair, or harassing, often with explicit stress, being told off or moved on, or seeking help and support for the impact.
Severe Police Adversity
Expressions activating this band reflect highly salient and potentially traumatic police encounters, including judgments about fairness, hostile treatment, or brutality in direct contact with officers.
Candidate names
Sentence counts by range
Dataset representation
Anchor definitions
Minimal Police Contact: Content characterized by motion, borrower, court, and related themes. Expressions activating this band reflect police contact at this level.
Emerging Police Contact: Content characterized by letter, contact, guard, and related themes. Expressions activating this band reflect police contact at this level.
Elevated Police Contact: Content characterized by contact, polyps, pollen, and related themes. Expressions activating this band reflect police contact at this level.
Severe Police Contact: Content characterized by police, better, crowd, and related themes. Expressions activating this band reflect police contact at this level.