I really enjoyed your Designing Machine Learning Systems book, it’s a fantastic wide ranging treatment. Looking forward to reading AI Engineering.

I think you have to do this analysis using line level data to make sure you are isolating the appropriate subpopulation. There’s line level data globally (at least there used to be) and it should still be out there on the CDC website. Japanese prefecture level data should be good for this too.