As the symbol of luxury, perfume represents status, identity and taste. Nowadays, Chinese perfume market is developing rapidly, both domestic brands and international brands exist on the market, the ability and level of Chinese consumers have been improved. Therefore, a large number of perfume brand aiming at enter the Chinese market. As the Internet shopping and consumption has become more and more popular, perfume manufacturers are focus on the e-commerce platform. Therefore, this paper select 1009 perfume as data on Jingdong Mall, analysis the factors of perfume, as the origin, net weight etc., which sales on electric business platform, trying to explore the characteristics of electric business platform perfume saling, and sum up the influencing factors of best-selling perfume.