 Network compression, a new measure derived from Power Graphs, has been proposed as a quality measure for protein interaction networks.Power Graphs have been also applied to the analysis of drug-target-disease networks for Drug repositioning.Power Graphs have been applied to large-scale data in social networks, for community mining or for modeling author types.