Pandemic is a typical spreading phenomenon that can be observed in the human society and is dependent on the structure of the social network. The Susceptible-Infective-Recovered (SIR) model describes spreading phenomena using two spreading factors, contagiousness (xcexb2) and recovery rate (xcexb3). Some network models are trying to reflect the social network, but the real structure is difficult to uncover.