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  2. Network and Graph Concepts

Network and Graph Concepts

The main concepts from network science and graph theory.

Essential Network Concepts

  • Types of Networks: Scale-Free, Power Law, and Degree Distribution

Measures of Influence

  • Node Influence Measures
  • Betweenness Centrality: Topical Brokers
  • Latent Topical Brokers
  • Influence Distribution

Network Structure Measures

  • Modularity Measure and Community Detection Algorithms
  • Force Atlas Layout Algorithm
  • Jenks Natural Breaks Clusterization
  • Narrative Influence Propagation Dynamics

Structural Gaps

  • Structural Gaps as the Source of Ideas

Graph Theory Applications

  • Applications of Graph Theory: Questions & Answers
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