Hi there,
I am doing some network analysis working with k-cliques and over time I
want to see what nodes are members of what cliques and how big these
cliques are. I have managed to produce a matrix which shows which k-cliques
each node is part of over the 100 time periods (slow though) but I cannot
seem to calculate the size of each k-clique which is actually just a count.
Basically I have a dataframe like this with V1 being the node ID's and
V2-V4 showing which k-cliques the nodes are part of :
df <-
as.data.frame(cbind(c(1,2,3,4,5,6,7,8),c(1,1,1,1,2,2,2,2),c(0,0,0,2,0,0,0,0),c(0,0,0,0,0,0,0,0)))
# What I want is a dataframe like this where each k-clique value is
replaced by its size:
wanted <-
as.data.frame(cbind(c(1,2,3,4,5,6,7,8),c(4,4,4,4,5,5,5,5),c(0,0,0,5,0,0,0,0),c(0,0,0,0,0,0,0,0)))
It seems simple but I cannot get it working since these dataframes grow for
each time period and the k-cliques change. I have tried using a loop that
references to a table of the values but it does not work. I am sure there
is an easy way, however.
Hope to get some help,
Kind regards,
Frederik
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