Health Lens dimensions

Substance Use Frequency

Dimension 753 of 1,100 · Health Lens

Excitement Index
0.0524

Substance Use Frequency measures how often an expression reports using smoked nicotine products or drinking alcohol, including regularity, typical amount, and routine pattern of use. It encompasses occasional experimentation through established recurring consumption.

evidence final name · Handbook Hands

Bands

Low Substance Use Frequency

Expressions activating this band describe absent, one-time, occasional, or simply acknowledged use without a sustained pattern or quantified routine. Use is framed as minimal experimentation, infrequent behavior, or broad yes/no endorsement.

Moderate Substance Use Frequency

Expressions activating this band describe regular use with a typical recurring amount, such as cigarettes per day or drinks per week. The pattern is established enough to be summarized as a usual rate or weekly routine.

High Substance Use Frequency

Expressions activating this band describe entrenched, specifically characterized recurring use that is quantified in detail and often differentiated by product form, such as hand-rolled cigarettes, tobacco type, or weekly totals. Use is presented as a stable consumption pattern with concrete product-specific habits.

Evidence summary

Candidate names

Handbook Hands1.00
Handful0.50
Secondarily0.50

Sentence counts by range

B-9..B-31,489,525
B-2..B43,491,598
B5..B8720

Dataset representation

01__health_reviews__druglib__benefits_effectiveness67
03__fact_checking__liar__truth_ordinal78
05__whole_disney_dataset__rating83
06__text_reviews__acl_imdb__binary_sentiment89
07__emotion_labels__goemotions_reddit__multilabel90
08__dialogue_emotion__empathetic_dialogues__context66
10__social_media_sentiment__sentiment140__binary98
11__consumer_complaints__response_explanation_vs_relief119

Anchor definitions

Low Handbook Hands

Low Handbook Hands: Content characterized by tons, took, already, and related themes. Expressions activating this band reflect handbook hands at this level.

Moderate Handbook Hands

Moderate Handbook Hands: Content characterized by handbag, approx, then, and related themes. Expressions activating this band reflect handbook hands at this level.

High Handbook Hands

High Handbook Hands: Content characterized by hands, handful, secondarily, and related themes. Expressions activating this band reflect handbook hands at this level.