Association rules are the main technique for data mining. Association rule mining is to find association relationships among large data sets. Mining frequent patterns is an important aspect in association rule mining. In this paper,Apriori algorithm is analyzed, which is classic one in the Association Rules Algorithms and summarizes problems existing in the algorithm. Analyzing of the frequent itemsets problem for Association Rules in data mining.