Property owners sell off places they would otherwise have rented out or just leave them empty because it just isn't worth the risk. That is what constrains the supply. You'd be crazy to go into the rental business unless you had a lot of units to balance out the Inges of the world, particularly since once you finally evict someone like that you have to tear out the walls to get rid of the stench.