An introduction to social network analysis and network structure measures, like density and centrality.
Table of Contents:
00:00 - Network Structure
00:12 - Degree Distribution
02:42 - Degree Distribution
06:17 - Density
10:31 - Clustering Coefficient
11:24 - Which Node is Most Important?
12:10 - Which Node is Most Important?
13:27 - Closeness Centrality
15:01 - Closeness Centrality
16:17 - Closeness Centrality
16:36 - Degree Centrality
17:33 - Betweenness Centrality
17:53 - Betweenness Centrality
20:55 - Eigenvector Centrality
23:02 - Connectivity and Cohesion
24:24 - Small Worlds
26:28 - Random Graphs and Small Worlds