Abstract: The author attempts to do research on effect factors related to proportion of transit trips first in this paper.BP neural network prediction model is established,based on available city traffic survey data.Meanwhile,we develop corresponding programs by taking advantage of neural network toolbox in MATLAB.It is evident that it has characteristics of high learning capability,accurate prediction and convenience.And it provides a thinking and method of proportion of transit trips prediction research as a reference.