Taking the acute appendicitis prescription as the data source and making use of the association rule analysis and the Apriori algorithm, the paper reaches the conclusion of the most common single herbs,matched pair of medicine in prescriptions and compatibility laws, so as to provide relatively precise theoretical basis for rational drug pairs in the determine treatment of Traditional Chinese Medicine(TCM) as well as the expatiation and explanation of its plain mechanism.