Clickstream data are the key to analysis the psychological tendency of Internet users. Internet users clustering can be realized by analyzing the clickstream data.This paper presents a similarity calculation method based on vector. Clickstream data can be converted to vector data.Through the calculation of vector clustering, results could be obtained. Algorithm overcomes the drawbacks of the traditional clustering algorithm. It can meet researchers study of web clickstream data about the requirements of personalized clustering more.