for r in association_results: print("==========================") print('Frequent itemset:{} with support'.format(list(r[0])), r[0]) print('--Association Rules') for a in r: print('----Rule: {} -> {}'.format(list(a[0]), list(a[0]))) print('------Confidence: {}'.format(a[2])) print('------Lift: {}'.format(a[3]))