What is the relationship between zone density and wealth?

I am wondering if there is a relationship between a zone density and residential wealth? For example, do high wealth Sims only live in high density areas?

Also, how do you get high density industrial? I've tried placing parks around my industrial zones but I did not notice any change in my density.