Through bibliometric analysis method, the paper analyzes the literatures related to data mining research and application in libraries in China from the aspects of publishing years, major journals and the contents of literatures, etc. It considers that data mining has gradually become hot spots in digital library research fields in the recent years, but the quality of the literatures still needs to be improved, especially the literatures related to application practices have a lower proportion.