Table 1 Feature sets for data-driven modeling
Personality | Individual | Network | Combined |
|---|---|---|---|
BFI: Neuroticism BFI: Openness BFI: Conscientiousness BFI: Extraversion BFI: Agreeableness Satisfaction with Life Locus of Control PANAS: Positive PANAS: Negative Self-esteem Loneliness Stress Depression Narcissism: Rivalry Narcissism: Admiration Narcissism: Overall | Facebook activity Class attendance Gender Study year + all personality features | Calls Degree Centrality Mean GPA of peers Fraction of low/high performing peers Texts Degree Centrality Mean GPA of peers Fraction of low/high performing peers Proximity Degree Centrality Mean GPA of peers Fraction of low/high performing peers FB friends Degree Centrality Mean GPA of peers Fraction of low/high performing peers FB interactions Degree Centrality Mean GPA of peers Fraction of low/high performing peers | All individual features and all network features together |