We must also ensure that all facts of the same type are represented in the same way.
As a trivial example, a customer’s birthdate might be recorded as a character string in
a ‘DOB’ field in one source, and elsewhere in a ‘birthdate’ column based on a date
data type. Once the data is “cleansed” it is transformed into a uniform representation
in the data warehouse (typically a relational database).