Genre data on ISBN lookup data is atrocious. I’m going to have to edit a ton of this metadata. It’s really shocking how bad book data sources are at this point.

I bet I’d have a fun time seeing how a publisher stores all this information. And I’m sad Amazon has increasingly locked down its API.