This repository contains implementation of algorithms calculating centrality metrics for two provided social networks (Karate club and Power Grid) represented as undirected graphs. Implementaion is written in Python 2.7 version and uses iGraph library.
Three main metric algorithms are calculating:
- Eigen Vector centrality
- Closeness centraility
- Betweenness centrality