calculate the value of Q for a given network, and the development of more accurate and efficient methods is still a very active research field. In particular, one has to be careful when comparing values of Q because some measures are normalized while others or not [51] . We have used the spin glass method introduced by Reichhardt and Bornholdt [52] to measure Q throughout this manuscript.