網路子結構

R 的 Network Analysis

James Curley

Associate Professor, University of Texas at Austin

遷移性(Transitivity)

triangles(g)
R 的 Network Analysis

全域遷移性

transitivity(g)
[1] 0.26
R 的 Network Analysis

區域遷移性

transitivity(g, 
             vids = 'A', 
             type = "local")
0.2
count_triangles(g, vids = 'A')
3
count_triangles(g, vids = 'F')
2
transitivity(g, 
             vids = 'F', 
             type = "local")
0.33
R 的 Network Analysis

Clique(團體)

R 的 Network Analysis

辨識 clique(團體)

largest_cliques(g)
+ 4/11 vertices, named:
[1] C F B E

max_cliques(g)
...
[[6]]
+ 3/11 vertices, named:
[1] A B E

[[7]]
+ 3/11 vertices, named:
[1] I C F

[[8]]
+ 4/11 vertices, named:
[1] E B F C
R 的 Network Analysis

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R 的 Network Analysis

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