The Data Intelligence and Tools group at Microsoft Research Asia is dedicated to the research and development of data intelligence and exploration tools for future data-driven and Internet-driven software and services. Software design, development, and maintenance are areas becoming increasingly complex. All are largely dependent on data collected from numerous sources such as system log data, customer feedback, and the Internet.