I've been biking in Oakland for over 10 years and have never gotten a death threat.
Detriot feels much safer. People mostly leave you alone. Wear the wrong colors could be an issue. The boards over windows is a little bit scarier but in Detriot you feel more prepared, even expect something to happen so it rarely does. In Oakland/SanF things can be very calm but turn really quickly.