The paper explores the association rules of the potential factors between hypertension patients and accompanied coronary heart disease and diabetes based on the data set of the community public health system and by use of the Apriori association rule algorithm, and comprehensively analyzes the associated factors between hypertension patients and other accompanied chronic diseases, in order to improve the quality and efficiency of chronic disease management.