Health Lens dimensions

Gang Involvement

Dimension 736 of 1,100 · Health Lens

Excitement Index
0.0527

Gang Involvement measures the extent to which an expression reflects exposure to, participation in, or identification with gang-related violence, illegal group activity, and organized street conflict. It encompasses neighborhood gang presence, weapon-related fights, group offending, and direct gang membership.

evidence final name · Gang Gangs

Bands

Minimal Gang Involvement

Expressions activating this band contain little to no gang-related content and are largely unrelated to organized street conflict or group-based violence. They may mention miscellaneous personal, social, or environmental topics without indicating gang presence or participation.

Low Gang Involvement

Expressions activating this band describe general violence exposure, fights, bullying, weapon attacks, or unsafe surroundings without clearly centering gangs as the organizing source. Gang-related risk is indirect and appears mainly through broader conflict and violent context.

Moderate Gang Involvement

Expressions activating this band explicitly reference gangs, illegal peer-group activity, neighborhood violence, shootings, or carrying weapons for protection. Gang presence is recognizable as part of the social environment or group behavior, whether through exposure, affiliation, or threat.

High Gang Involvement

Expressions activating this band focus on weapon-involved neighborhood fights and concentrated gang-linked street violence. The expression conveys an environment where organized violent conflict is active and salient.

Severe Gang Involvement

Expressions activating this band indicate direct identification with a street gang or a highly entrenched role in gang-based conflict. Gang affiliation is explicit, personal, and central to the expression.

Evidence summary

Candidate names

Gang Gangs1.00
Are0.50
Called0.50

Sentence counts by range

B-8..B-3580,815
B-2..B44,377,550
B5..B1723,190
B18..B24228
B25..B3860

Dataset representation

01__health_reviews__druglib__benefits_effectiveness55
03__fact_checking__liar__truth_ordinal135
05__whole_disney_dataset__rating86
06__text_reviews__acl_imdb__binary_sentiment447
07__emotion_labels__goemotions_reddit__multilabel150
08__dialogue_emotion__empathetic_dialogues__context111
10__social_media_sentiment__sentiment140__binary159
11__consumer_complaints__response_explanation_vs_relief165

Anchor definitions

Minimal Gang Gangs

Minimal Gang Gangs: Content characterized by lots, christmas, method, and related themes. Expressions activating this band reflect gang gangs at this level.

Emerging Gang Gangs

Emerging Gang Gangs: Content characterized by gingrich, wait, ghraphics, and related themes. Expressions activating this band reflect gang gangs at this level.

Elevated Gang Gangs

Elevated Gang Gangs: Content characterized by gang, mafia, gangs, and related themes. Expressions activating this band reflect gang gangs at this level.

Severe Gang Gangs

Severe Gang Gangs: Content characterized by gang, gangster, gangsters, and related themes. Expressions activating this band reflect gang gangs at this level.