The effect of hub nodes on the community structure in scale-free networks

► We investigate the effect of hubs on community structure in scale-free networks. ► Scale-free networks with lowerα often have clearer communities. ► In the LFR benchmark, the effect of hub nodes could be scaled by the network size. ► Hub nodes are one reason for that scale-free networks often have fuzzy communities.