I was in Venice in 1968. Long long ago. If you saw no crime then you were not a young woman walking around. Scary smelly place.
I was there in 1998. It seems to have changed very substantially since you were there, not at all smelly or offensive and almost totally dedicated to tourists. I'd love to go back there and spend more than the two days I spent.