Fractal theory is one of important branches of modern nonlinear science, whose development provides economics research with a new tool. Based on Fractal theory, the paper chooses the profit data from stock market and uses MF-DFA to study fractal property. It is found that stock market has obvious Multi-fractal characteristics. Furthermore, it is also found the significant difference between developed country's mature stock markets and developing country's emerging stock markets.