This paper analyzed the data from CNKI database. In order to study the spatial distribution characteristics and geographical factors of authors and citation of journal of Normal University, 15 journal of Normal University in CNKI are chosen as samples. The result showed that the spatial distribution of authors and citation is non-equilibrium, non-equilibrium distribution characteristics were as follows: (1) spatial distribution showed significant aggregated distribution pattern, (2) Spatial diffusion is not constant velocity and asymmetric.