Social Network Analysis

Introduction to social networks, random network models, identifying connected components, giant component, average shortest path, diameter, preferential attachment, network centrality, betweenness, closeness, clustering, community structure, modularity, overlapping communities, small world network models, contagion, opinion formation, applications of social network analysis, social media networks.