Interesting but to claim excess credit wasn’t the primary driver seems to ignore that credit was clearly in excess in it couldn’t be repaid, even when prices correctly slightly. That’s pretty much a definition of credit becoming available in “excess”.

And the categorization seems "after the fact". I mean if you look at prices and then lump cities into categories, you're not really predicting anything.