Network substructures

Network Analysis in R

James Curley

Associate Professor, University of Texas at Austin

Transitivity

triangles(g)

transitivity(g)

[1] 0.26

transitivity(g, 
             vids = 'A', 
             type = "local")

0.2

count_triangles(g, vids = 'A')

count_triangles(g, vids = 'F')

transitivity(g, 
             vids = 'F', 
             type = "local")

0.33

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

Network Analysis in R