Data mining uses a technique of association rule mining to generate rules in an efficient way. Association rule learning is a popular and well researched method for discovering interesting relations between variables in large databases. The main problem that occurs is, handling the large databases. The paper presents the methodology to find the association rules from a large dataset. It also puts forward the ways to deal with the large datasets and determines the factors on which the generation of association rules is dependent.