Abstract:Equalization of principal component analysis based on the traditional principal component analysis method is an improved method using equalization of data preprocessing. In this paper, the per capita consumptive expenditure of urban residents in different regions of China is analyzed by equalization of principal component analysis method, and use Matlab to simulate. Finally the main components of consumptive expenditure are extracted and provide necessary decision support for future research.