Fig. 5. Values of the Modularily plotted vs. the number of groups for all hierarchical levels using the Community structure method (Newman and Girvan 2004). Dots refer to the Modularity calculated from 100 randomly generated networks with the same number of nodes and links as the observed real-world social network. Crosses represent the calculated level of Modularity for the observed network.