CODEWITHSUNDEEP
rigraph
user3329081
user3329081

Reputation: 467

How can I plot igraph community with defined colors?

I can use the code below to generate and draw communities: 

 wc <- walktrap.community(subgraph)
 modularity(wc)
 membership(wc)

 layout <-layout.fruchterman.reingold(subgraph)

 plot(wc, subgraph,  layout=layout, vertex.label=NA, vertex.size=5, edge.arrow.size=.2)

However, the colors of the communities are automatic, I have two questions:

  1. Could I custom the community color?
  2. Could I add some text in the community area?

Upvotes: 6

Views: 9273

Answers (1)

SlowLoris
SlowLoris

Reputation: 1005

Yes, you can do both of those things. Changing the colors of the nodes according to which module they are in (as well as changing the colors of the polygons around the modules) is straightforward using arguments in plot.igraph. Adding text to modules is not so trivial, and the easiest solution is as far as I know is to add text to the plot manually.

library(igraph)

# Generate random graph and community structure
set.seed(23)
g <- sample_gnm(15, 45)
wc <- walktrap.community(g)

# Plot
par(mfrow=c(1,2), mar=rep(1,4))
layout <-layout.fruchterman.reingold(g)
plot(wc, g, layout=layout, vertex.label=NA, vertex.size=5,  edge.arrow.size=.2)

# Change colors of nodes, polygons, and polygon borders
new_cols <- c("white", "red", "black")[membership(wc)]
plot(wc, g, col=new_cols, mark.border="black", mark.col=c("tan", "pink", "lightgray"), 
    layout=layout, vertex.label=NA, vertex.size=5, edge.arrow.size=.2)

# Add labels
text(c(-1.15, 0.8, 0.9), c(0.35, -0.7, 0.8), c("A", "B", "C"))

Upvotes: 16

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