Health Lens dimensions

Physical Activity Engagement

Dimension 699 of 1,100 · Health Lens

Excitement Index
0.0536

Physical Activity Engagement measures the extent to which an expression reflects participation in sports, exercise, active play, and other movement-based activities, including perceived ability to join and sustain such activities. It encompasses both actual involvement in physical activity and functional readiness to take part in it.

evidence final name · Gym Joined

Bands

Minimal Physical Activity Engagement

Expressions activating this band show little to no clear reference to sports, exercise, active play, or movement-based participation. The content is largely unrelated to physical activity or reflects only incidental mention without an active participation focus.

Low Physical Activity Engagement

Expressions activating this band describe limited participation in physical activity, infrequent exercise, or restrictions that interfere with joining sports, play, or fitness activities. Activity is present as a topic, but involvement is sparse, inconsistent, or constrained.

Moderate Physical Activity Engagement

Expressions activating this band describe functional ability and willingness to take part in active play, sports, or recreational movement. Participation is framed through being able to join, play, swim, or perform specific physical tasks.

High Physical Activity Engagement

Expressions activating this band reflect active orientation toward exercise or sports participation, with clear involvement in structured or routine physical activity settings. The expression centers on access to, preparation for, or ongoing participation in physically active contexts.

Very High Physical Activity Engagement

Expressions activating this band reflect direct, current participation in organized physical activity, especially gym, clubs, or similar group exercise settings. The expression conveys active joining, doing, or maintaining involvement in these activities.

Evidence summary

Candidate names

Gym Joined1.00
Gang0.50
Play0.50

Sentence counts by range

B-8..B-2130,765
B-1..B54,763,609
B6..B1486,966
B15..B21413
B22..B2890

Dataset representation

01__health_reviews__druglib__benefits_effectiveness53
03__fact_checking__liar__truth_ordinal47
05__whole_disney_dataset__rating37
06__text_reviews__acl_imdb__binary_sentiment72
07__emotion_labels__goemotions_reddit__multilabel61
08__dialogue_emotion__empathetic_dialogues__context97
10__social_media_sentiment__sentiment140__binary153
11__consumer_complaints__response_explanation_vs_relief88

Anchor definitions

Minimal Gym Joined

Minimal Gym Joined: Content characterized by applying, brought, find, and related themes. Expressions activating this band reflect gym joined at this level.

Emerging Gym Joined

Emerging Gym Joined: Content characterized by gonna, got, get, and related themes. Expressions activating this band reflect gym joined at this level.

Elevated Gym Joined

Elevated Gym Joined: Content characterized by gang, avoid, tried, and related themes. Expressions activating this band reflect gym joined at this level.

Severe Gym Joined

Severe Gym Joined: Content characterized by gym, when, still, and related themes. Expressions activating this band reflect gym joined at this level.