Key Features:

- Network Mapping: Visualizes student relationships and social networks, highlighting central figures, clusters, and isolated individuals

- Friendship Identification: Identifies top friends and close relationships, enabling targeted support and intervention

- Social Influence Analysis: Analyzes social influence and peer dynamics, revealing potential areas of positive or negative influence

- Group Dynamics: Examines group behavior and social hierarchies, identifying potential areas for intervention or support

- Isolation Detection: Identifies students at risk of social isolation, enabling proactive outreach and support

- Change Detection: Tracks changes in social dynamics over time, enabling evaluation of intervention effectiveness

Benefits:

- Targeted Interventions: Enables targeted interventions and support for students in need, fosterin positive relationships and social skills

- Improved Social Skills: Enhances social skills and emotional intelligence among students, promoting healthy relationships and empathy

- Bullying Prevention: Identifies potential bullying dynamics, enabling proactive prevention and intervention

- Increased Inclusion: Fosters a more inclusive school environment, reducing social isolation and promoting diversity

- Data-Driven Decisions: Provides actionable insights to inform social-emotional learning (SEL) strategies and student support services