Health Lens dimensions

Physical Activity

Dimension 664 of 1,100 · Health Lens

Excitement Index
0.0544

Physical Activity measures the extent to which an expression reflects engagement in bodily movement, exercise, active recreation, and routine movement in daily life. It encompasses both structured fitness activity and everyday opportunities to walk, climb stairs, play, or otherwise be physically active.

evidence final name · Exercise Minutes

Bands

Minimal Physical Activity

Expressions activating this band provide little or no clear indication of bodily movement, exercise, or active recreation. They are largely neutral, incidental, or unrelated to activity behavior.

Moderate Physical Activity

Expressions activating this band describe regular but ordinary engagement with movement, exercise opportunities, outdoor or leisure activity, and health-supporting routines. Activity is present as part of weekly life, neighborhood context, work demands, or general recreation.

High Physical Activity

Expressions activating this band describe clear, frequent, and intentional bodily exercise, including walking, gym use, cardio activity, sports, and exertion that tires the body. Activity is portrayed as an active and recurring part of daily or weekly behavior.

Evidence summary

Candidate names

Exercise Minutes1.00
Gym0.50
Stair0.50

Sentence counts by range

B-6..B-3224,482
B-2..B44,757,204
B5..B10157

Dataset representation

01__health_reviews__druglib__benefits_effectiveness48
03__fact_checking__liar__truth_ordinal40
05__whole_disney_dataset__rating89
06__text_reviews__acl_imdb__binary_sentiment55
07__emotion_labels__goemotions_reddit__multilabel45
08__dialogue_emotion__empathetic_dialogues__context63
10__social_media_sentiment__sentiment140__binary99
11__consumer_complaints__response_explanation_vs_relief54

Anchor definitions

Low Exercise Minutes

Low Exercise Minutes: Content characterized by com, lego, thanks, and related themes. Expressions activating this band reflect exercise minutes at this level.

Moderate Exercise Minutes

Moderate Exercise Minutes: Content characterized by min, moderate, laps, and related themes. Expressions activating this band reflect exercise minutes at this level.

High Exercise Minutes

High Exercise Minutes: Content characterized by minutes, stair, treadmill, and related themes. Expressions activating this band reflect exercise minutes at this level.