Abstract: This paper introduces the process of data mining using the MS Analysis Service and the essential principle of the algorithm of the Decision-Tree. The data mining method is used to analyze a set of the creep test data of argillite. As a result of data mining, several key factors are revealed. Their impacts on the deformation during the test are then assessed.