This paper collects the data of 264 Prefecture-level city in China from 2012 to 2018, and uses the least square method, fixed effect analysis and GMM analysis to study the relationship between urban size, human capital and urban economic resilience. This paper analyzes the mechanism of human capital on urban economic resilience. This paper is a practical application of statistics in the field of economics of education.