Association analysis is useful for:

a$)$Discovering interesting relationships hidden in large datasets.

b$)$Dividing the dataset into groups with similar characteristics.

c$)$Ensuring that data objects in the same cluster have minimum intra$-$cluster distance while data objects in different clusters have maximum inter$-$cluster distance.

d$)$Calculating the probability of observing one attribute class given the values of other attributes.