Data in a typical data warehouse may be denormalized to improve performance because $q,$

the data may be aggregated

data about each of the "subjects" in the data warehouse is typically collected from several of the company' transactional databases

the data does not have necessarily have to be absolutely current

data integrity problems are not a concern since the existing data is not updated

the data must be of high quality