Health Lens dimensions

Stimulant Drug Use

Dimension 1066 of 1,100 · Health Lens

Excitement Index
0.0366

Stimulant Drug Use measures the extent to which an expression indicates use, experimentation, or concern related to psychoactive drugs, with the strongest emphasis on stimulant substances such as amphetamines, speed, cocaine, and similar drugs. It encompasses indirect mention and broad drug involvement at lower levels and explicit stimulant use at higher levels.

evidence final name · Amphetamines Stimulants

Bands

Minimal Stimulant Drug Use

Expressions activating this band contain unrelated everyday content or only very indirect, uncertain, or negated references to substance use and concern. The proxy is present only as a faint background possibility rather than a clear report of drug-taking.

Low Stimulant Drug Use

Expressions activating this band mention substance-related concern, use patterns, or personal relevance in a general and nonspecific way. Drug involvement is implied or broadly referenced without a clear focus on illicit stimulant-taking.

Moderate Stimulant Drug Use

Expressions activating this band describe definite involvement with nonmedical or recreational drug use, including trying or misusing a range of substances. The content reflects active drug exposure, but stimulant use is embedded within broader polysubstance references.

High Stimulant Drug Use

Expressions activating this band report direct use or recent history of illegal drugs with frequent mention of stimulant classes such as amphetamines and cocaine alongside other substances. The expression presents drug-taking as concrete and behaviorally established.

Severe Stimulant Drug Use

Expressions activating this band explicitly center on amphetamines or speed, typically asking about having tried or used them and sometimes implying repeated involvement. The expression is dominated by direct stimulant-specific drug use.

Evidence summary

Candidate names

Amphetamines Stimulants1.00
Cocaine0.50
Speed0.50

Sentence counts by range

B-8..B-2456,691
B-1811,464
B0..B63,700,724
B7..B1312,956
B14..B228

Dataset representation

01__health_reviews__druglib__benefits_effectiveness61
03__fact_checking__liar__truth_ordinal48
05__whole_disney_dataset__rating56
06__text_reviews__acl_imdb__binary_sentiment68
07__emotion_labels__goemotions_reddit__multilabel65
08__dialogue_emotion__empathetic_dialogues__context56
10__social_media_sentiment__sentiment140__binary78
11__consumer_complaints__response_explanation_vs_relief81

Anchor definitions

Minimal Amphetamines Stimulants

Minimal Amphetamines Stimulants: Content characterized by download, panel, yellow, and related themes. Expressions activating this band reflect amphetamines stimulants at this level.

Emerging Amphetamines Stimulants

Emerging Amphetamines Stimulants: Content characterized by inflamation, worrying, hoping, and related themes. Expressions activating this band reflect amphetamines stimulants at this level.

Elevated Amphetamines Stimulants

Elevated Amphetamines Stimulants: Content characterized by jobs, shit, amnesty, and related themes. Expressions activating this band reflect amphetamines stimulants at this level.

Severe Amphetamines Stimulants

Severe Amphetamines Stimulants: Content characterized by stimulants, amex, concerta, and related themes. Expressions activating this band reflect amphetamines stimulants at this level.