Interaction network measures
Computation and interpretation of basic measures on a scientific collaboration network of more than 300,000 nodes. Public repository with charts.
Image gallery2
— Open the full-size image (opens in a new tab)Degree distribution of the collaboration network compared with a random network and a Barabási model, on a logarithmic scale 
— Open the full-size image (opens in a new tab)Degree distribution of the network on a log-log scale, with Poisson and power-law curves
Problem
Characterise the structure of a large interaction network.
Solution
Computation of basic measures (number of nodes and links, average degree, density, clustering coefficient), connectivity study and degree distribution.
My role
Project published on my GitHub.
Features
- Basic network measures
- Connectivity study
- Degree distribution on a log-log scale