Yeah, that's what I meant by "the schema is still there" - "useful data" is data that has meaning according to how the system (software processing the data) int

Yeah, that's what I meant by "the schema is still there" - "useful data" is data that has meaning according to how the system (software processing the data) interprets it. But my point is that the uniformity can not be derived from the data, but only from the interpretation rules of the software. I mean, you can, of course, derive some "rules of uniformity" from the data, but that most likely would be completely useless, as you might just find patterns in the data that emerged by chance rather than because they distinguish meaningful data from nonsense, and you might easily miss important constraints that are required to keep nonsense out of the database. Of course, sometimes you can infer from data heuristically what sensible constraints might look like (because field names have some meaning to you, for example), but that really is just a heuristic shortcut for finding out how the system interprets the data.