Method of analyzing the influence of network structure on information diffusion

► The diffusion of information among people is examined. ► Numerical simulations are done by using some network models. ► To analyze the results, a new method using Data Mining is proposed. ► The number of maximum degree of nodes is not important for information diffusion. ► A new statistical indicator is found to be important for information diffusion.