According to the correlation analysis, some common factors, such as BCR, D_Cli and POP, have consistent correlation coefficients for both Hong Kong and Shanghai, which indicate that both cities have some similar characteristics in terms of COVID-19 transmission. Here, BCR is linked to COVID-19.