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Definitions

A network is represented as a graph, which shows links (if any) between each vertex (or node) and its neighbors. A line indicating a link between vertices is called an edge. A group of vertices that are mutually reachable by following edges on the graph is called a component. The edges followed from one node to another are called a path.

Undirected Graph

Directed Graph

Analyzing Network Graphs

Degree

Betweenness

Network Density

A random graph generated using preferential attachment will always have the same network density score.

Cliques

A clique is defined as a cluster of nodes where all possible edges are present.

Components of a graph

A group of connected nodes within a graph (that is, it's possible to reach any other vertex in the group) is referred to as a component .

Random walk

Source

Social Network Analysis Using R

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