Clustering Coefficient Calculator
* Uses Watts-Strogatz local clustering and Barrat global transitivity. Vertices numbered from 0. Undirected, unweighted graph.
About the Clustering Coefficient Calculator
The Clustering Coefficient Calculator is a scientifically rigorous network analysis tool that computes local and global clustering coefficients using peer-reviewed formulas from Watts & Strogatz (1998) and Barrat et al. (2004). It quantifies how densely connected a node’s neighbors are, revealing small-world structure, community formation, and social cohesion in any network. Learn more about the Clustering Coefficient at Agri Care Hub.
Importance of the Clustering Coefficient Calculator
The Clustering Coefficient Calculator is central to modern network science and complex systems research. Over 28,000 research papers annually use clustering to study social networks, brain connectivity, protein interactions, and power grids. High clustering indicates triadic closure — the tendency for “friends of friends” to become friends — a hallmark of real-world networks.
User Guidelines
Using the Clustering Coefficient Calculator is intuitive:
- Enter edges: One per line as "u v" (space-separated).
- Choose preset: Complete, cycle, star, lattice, or random.
- Click Calculate: View interactive graph, local coefficients, global average, and transitivity.
- Export: Download PNG image or CSV data.
Vertices auto-detected. Access examples at Agri Care Hub.