By SPSS statistical software, we process the initial questionnaire data of mathematical graduate students from some universities in Chongqing. We adopt frequency analysis method and descriptive statistics analysis method to investigate the effect of scientific research projects on innovation ability of mathematical graduate students. Furthermore, we give some suggestions to improve the innovation ability of mathematical graduate students by scientific research projects. This helps the universities to make relevant policy on the innovation ability.