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Table 1 Feature sets for data-driven modeling

From: Academic performance and behavioral patterns

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