I'm curious where this site came up with this 33% number. For California, I calculated 20 (federal) + 3.8 (federal net investment) + 13.3 (state) = 37.1%
For states with no income tax (Texas, Nevada, etc.), I calculated 23.8% (20 + 3.8), but the site you referred to lists 25.0%