Figure 2. Relationship between the modularity of the best partition using the Louvain method and the a posteriori realized modularity.
There exists a strong, positive relationship between the two variables. Worth noting is the fact that, for some networks, the best partition resulted in negative versions of Q′ R, i.e. there were more interactions between than within modules. Each dot corresponds to a network.