The functions in the ‘xtranat’ package are based on random walks. They compute Counting Betweenness and Random Walk Centrality. It also computes the intermediate measure Mean First Pass Time.

You can install the development version of xtranat from GitHub with:

# install.packages("devtools")
devtools::install_github("fdepaolis/xtranat")

This is a basic example which shows you how to solve a common problem:

library(xtranat)
## basic example code