I don't commute on the bike, and hardly ever ride in the dark...so grain of salt, here.

But, the thing that popped into my mind, regarding "sketchy" neighborhoods, is that I keep hearing from law enforcement types that it is good to vary the routine or route...not to be predictable in any one place at any one time every day.