Health Lens dimensions

Social Engagement

Dimension 771 of 1,100 · Health Lens

Excitement Index
0.0519

Social Engagement measures the extent to which an expression reflects active, enjoyable involvement with other people through shared time, companionship, and relationship-building. It encompasses planned or spontaneous interaction with friends, family, partners, and peers, especially when those interactions are experienced as fun, close, or socially rewarding.

evidence final name · Frequency Social Contacts

Bands

Minimal Social Engagement

Expressions activating this band contain little clear social involvement and often focus on procedural, evaluative, or miscellaneous content rather than shared time with others. When social content appears, it is incidental, impersonal, or weakly tied to companionship or enjoyment.

Moderate Social Engagement

Expressions activating this band describe occasional or planned shared activities, leisure, or positive contact with other people. The social connection is present but typically general, intermittent, or only lightly elaborated as emotionally meaningful.

High Social Engagement

Expressions activating this band describe regular, valued involvement with friends or family through spending time together, having fun, visiting, talking, or building close relationships. The interaction is clearly social and personally meaningful.

Intense Social Engagement

Expressions activating this band center on strong, active participation in enjoyable companionship, with clear desire for and involvement in fun shared experiences with friends, family, or peers. Social connection is direct, frequent, and a salient source of enjoyment or bonding.

Evidence summary

Candidate names

Social87.80
Marital60.30
Relations58.70
Relationships57.80
Social Relations Interaction49.40

Sentence counts by range

B-6..B-332,903
B-2..B44,893,843
B5..B1154,977
B12..B18120

Dataset representation

01__health_reviews__druglib__benefits_effectiveness52
03__fact_checking__liar__truth_ordinal72
05__whole_disney_dataset__rating139
06__text_reviews__acl_imdb__binary_sentiment90
07__emotion_labels__goemotions_reddit__multilabel98
08__dialogue_emotion__empathetic_dialogues__context146
10__social_media_sentiment__sentiment140__binary201
11__consumer_complaints__response_explanation_vs_relief120

Anchor definitions

Minimal Frequency Social Contacts

Minimal Frequency Social Contacts: Frequency social contacts is present at a low level. Expressions activating this band reflect early or diffuse frequency social contacts.

Moderate Frequency Social Contacts

Moderate Frequency Social Contacts: Frequency social contacts is clearly present at this level. Unlike the band below, where frequency social contacts was characterized by a general or mixed form, the proxy here has shifted in character. Expressions activating this band reflect frequency social contacts at this level of intensity.

Intense Frequency Social Contacts

Intense Frequency Social Contacts: Frequency social contacts is clearly present at this level. Compared to the band below, frequency social contacts is more intense and concentrated but retains the same essential character. Expressions activating this band reflect frequency social contacts at this level of intensity.

Peak Frequency Social Contacts

Peak Frequency Social Contacts: Frequency social contacts is clearly present at this level. Compared to the band below, frequency social contacts is more intense and concentrated but retains the same essential character. Expressions activating this band reflect frequency social contacts at this level of intensity.