Network Analysis
Analyze network structures, identify communities, measure centrality, and visualize relationships for social networks and organizational structures
npx skills add majiayu000/claude-skill-registry --skill network-analysis --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Network Analysis ## Overview This skill enables analysis of network structures to identify communities, measure centrality, detect influential nodes, and visualize complex relationships in social networks, organizational structures, and interconnected systems. ## When to Use - Analyzing social networks to identify influential users and community structures - Mapping organizational hierarchies and identifying key connectors or bottlenecks - Studying citation networks to find impactful research papers and collaboration patterns - Building recommendation systems based on network relationships and similarities - Analyzing supply chain networks to optimize logistics and identify vulnerabilities - Detecting fraud patterns through network analysis of financial transactions ## Network Concepts - **Nodes**: Individual entities - **Edges**: Connections/relationships - **Degree**: Number of connections - **Centrality**: Node importance measures - **Community**: Densely connected groups - **Clustering Coefficient**: Local density ## Key Metrics - **Degree Centrality**: Number of connections - **Betweenness Centrality**: Control over paths - **Closeness Centrality**: Average distance to other
- Overview
- When to Use
- Network Concepts
- Key Metrics
- Implementation with Python
- Centrality Measures
- Community Detection
- Applications
- Deliverables
What does the Network Analysis skill do?
Analyze network structures, identify communities, measure centrality, and visualize relationships for social networks and organizational structures
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill network-analysis --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.