Interactive Network Relationship Graph

Overview

The Network Graph (/members/graph) is a visual intelligence and analytics tool built with interactive D3 force-directed simulations. It models the social and operational fabric of your community, turning raw engagement logs into intuitive network relationship maps.

Graph Modeling & Semantics

              (Member A)
             /    │     \
            /     │      \ (Mentorship)
   (Referral)  (Co-Member) \
          /       │          \
         ▼        ▼           ▼
    (Member B)---(Group)---(Member C)

Nodes

• Members: Colored by membership tier or classification chapter. Size scales proportionally with community Impact Score or point balance.
• Entities / Groups: Central anchors linking co-members across shared channels and events.

Edges (Relationships)

• Direct Friendships / Connections: Mutual peer connections.
• Referral Bonds: Directed arrows from inviter to invitee.
• Co-Attendance: Connections formed by attending identical workshops or webinars.
• Mentorship Ties: Verified mentor-mentee linkages.

Interactive Controls & Features

1. Dynamic Physics Simulation

• Drag nodes to reposition clusters in real-time.
• Adjust charge force, link distance, and collision radius to expand dense clusters.

2. Multi-Layer Filters

• Filter by Tier: Isolate and examine interactions among VIPs or founding members.
• Filter by Classification: Highlight specific cohorts (e.g., Class of 2026) or chapters.
• Edge Weight Threshold: Only render strong ties with multiple interactions.

3. Cluster & Influence Hub Detection

• Automatically identifies dense micro-communities and cross-pollinating members who bridge disconnected groups.
• Pinpoints isolated members who may require targeted onboarding outreach.

4. Node Inspection Modal

• Clicking any node opens an instant slide-out tray displaying the member's profile summary, key stats, direct connection count, and quick messaging options.