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Yes, a data model must include the visual representation of ;the data (such as an entity/relationship diagram), but it also must be backed up by metadata. A model without metadata might as well be ...
Then data modeling tools arose to help create database designs, which started presenting a “physical model” which was accepted as given. But these physical diagrams really were not very physical, as ...