Often bioinformaticians are interested to visualize if there is any kind of relation between the Modules. This problem can be modeled as the conversion of two-mode network (bipartite graph) to one-mode network of Modules and visualize the resulting one-mode network. Here, I attempt to demonstrate how this can be achieved using R.