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[igraph] How to plot graph and adjusted community detection (R)?


From: MikeS
Subject: [igraph] How to plot graph and adjusted community detection (R)?
Date: Sat, 9 Jan 2016 21:41:33 +0600

Hello to all,

I would like to correct given community detection and plot the origin
graph g2 and new community detection together.

library(igraph)
set.seed(42)
g2 <- erdos.renyi.game(20, 72, type="gnm", directed=TRUE)
comm <- optimal.community(g2)
modularity(comm, g2)
#[1] 0.2573302

comm
#IGRAPH clustering optimal, groups: 3, mod: 0.26
#+ groups:
# $`1`
#[1]  1  2  3  7  8 13
#  $`2`
# [1]  4  6  9 10 12 15 16 17 20
#
#  $`3`
#  [1]  5 11 14 18 19


The 20 nodes were split into three communities. I wrote the numbers of
communities to the vector commajd, then compute the function
modularity() again. Btw, results are different: 0.2573302 - 0.25 =
0.0073302, may be  I made an error in vector.

commajd <- c(1, 1, 1, 2,  3, 2, 1, 1, 2, 2, 3, 2, 1, 3, 2, 2, 2, 3, 3, 2)
modularity(g2, commajd)
#[1] 0.25

I would like to move, for example, the first node from comm[1] to
comm[2] and compute the function modularity(). Result is below:

commajd <- c(2, 1, 1, 2,  3, 2, 1, 1, 2, 2, 3, 2, 1, 3, 2, 2, 2, 3, 3, 2)
modularity(g2, commajd)
#[1] 0.2371721

Could someone please say me how to plot the origin graph g and new
community detection commajd together?

I tried
plot(commajd, g2)
# Error in xy.coords(x, y, xlabel, ylabel, log) :
# 'x' and 'y' lengths differ

In my example commajd is the vector, not a community object.

Many thanks.



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