Health Lens dimensions

Stimulant Drug Use

Dimension 378 of 1,100 · Health Lens

Excitement Index
0.0615

Stimulant Drug Use measures the extent to which an expression concerns use of stimulant illicit substances, especially cocaine, crack, and methamphetamine, ranging from absent or diffuse substance-related mention to direct acknowledgment of stimulant use. It encompasses references to trying, taking, using, or being questioned about these drugs.

evidence final name · Coke Cocaine

Bands

Minimal Stimulant Drug Use

Expressions activating this band contain unrelated content or broad substance-related material without clear stimulant use, sometimes including general concern, calmness, or mention of other drugs. Stimulant involvement is absent, indirect, or only weakly implied.

Low Stimulant Drug Use

Expressions activating this band refer to drug involvement in a general way, often through legal, medical, or coping-related questions, with occasional mention of stimulants such as amphetamines or ecstasy. The expression frames substance use as possible or background rather than centering direct stimulant use.

Moderate Stimulant Drug Use

Expressions activating this band directly mention illicit drug taking and experimentation, including stimulant-related substances alongside other drugs such as heroin or cocaine. The expression presents drug use as a concrete behavior, but stimulant use is not yet the sole or dominant focus.

High Stimulant Drug Use

Expressions activating this band focus clearly on stimulant substances, especially cocaine, crack, and methamphetamine, as drugs that were used or taken. The expression centers stimulant use itself and may also invoke habit, addiction, or quitting.

Severe Stimulant Drug Use

Expressions activating this band explicitly acknowledge cocaine or crack use through direct questions about having taken, tried, or used these drugs, often including recent use or repeated involvement. The expression is highly concentrated on personal stimulant use and concern about that use.

Evidence summary

Candidate names

Coke Cocaine1.00
Taken0.50
Crack0.50

Sentence counts by range

B-8..B-21,091,627
B-1..B53,884,981
B6..B125,126
B13..B1998
B20..B2611

Dataset representation

01__health_reviews__druglib__benefits_effectiveness60
03__fact_checking__liar__truth_ordinal100
05__whole_disney_dataset__rating115
06__text_reviews__acl_imdb__binary_sentiment182
07__emotion_labels__goemotions_reddit__multilabel118
08__dialogue_emotion__empathetic_dialogues__context99
10__social_media_sentiment__sentiment140__binary198
11__consumer_complaints__response_explanation_vs_relief137

Anchor definitions

Minimal Coke Cocaine

Minimal Coke Cocaine: Content characterized by expressed, come, funds, and related themes. Expressions activating this band reflect coke cocaine at this level.

Emerging Coke Cocaine

Emerging Coke Cocaine: Content characterized by ico, cringe, coarse, and related themes. Expressions activating this band reflect coke cocaine at this level.

Elevated Coke Cocaine

Elevated Coke Cocaine: Content characterized by coinbase, crack, coke, and related themes. Expressions activating this band reflect coke cocaine at this level.

Severe Coke Cocaine

Severe Coke Cocaine: Content characterized by cocaine, minutes, blow, and related themes. Expressions activating this band reflect coke cocaine at this level.