Hey Raj, the aim here is actually to convert the address into numeric features. So after you find the lat/long pairs, a good way to normalize would be to find the distances between the lat/long values for each row. That way, you manage to convert them into numeric values and no longer have to worry about encoding, and in turn don't need to worry about cardinality.