As an effective way to obtain information of ideological and political education, data analysis of ideological and political education is a process of obtaining valuable information by scientifically applying appropriate analysis methods according to research objectives, tasks and data form characteristics, revealing the essential attributes and logical relationships reflected by data. Fundamentally, the data analysis of ideological and political education is committed to sorting out the effective components of the multiple data sets, grasping the core content of the various data forms, so as to clarify the internal essence of the information related to the subject and object reflected by the data. It is committed to sorting out the existing data results to clarify the internal data association between various element data, so as to explore the reasons for the generation of the existing data results. It is committed to understanding the overall trend of local data changes by seeking the inevitable cause of accidental data mutation mapping, so as to reveal the inevitable relationship of ideological and political education data changes.