The thesis did some research on how to build an analytical system of taxpayer activities based on outliers mining on the basis of being familiar to the taxation business, the present taxation information system and technological study of outliers mining. First, the paper expounded the development of outliers mining, pointed out its shortcomings and made some improvements; Next, the paper designed and realized a complete course of its data preparation; Finally, the improved algorithm was applied to the syste...