Network Science

• Networks
• The history of networks
• Technological networks
• Social networks
• Information networks
• Biological networks
• Basics
• Essential linear algebra
• Essential graph theory
• Centrality
• Degree centrality
• Eigenvector centrality
• Katz centrality
• PageRank centrality
• Kleinberg centrality
• Power
• Closeness centrality
• Betweenness centrality
• Current-flow centrality
• Rating and ranking
• Massey's method
• Keener's method
• Offense-Defense method
• Elo's method
• Similarity
• Local similarity
• Global similarity
• Heterogeneity
• Communities
• Modularity
• Spectral community detection
• Hierarchical clustering
• Other community detection methods
• Structure
• Network models
• Components and resilience
• Shortest paths
• Degree distribution
• Transitivity
• Assortative mixing
• Data visualization in Processing
• A visual comparison of rankings
• Force-directed visualization of networks
• Real-time data visualization