I think we are more likely to be mugged the way things are today. A lone worker, probably got cash in his pocket etc. I was working in a slightly dodgy area earlier this week, and two scallys were watching me work. They were both on bikes and one was on his mobile. Perhaps I was being paranoid, but I finished the job asap and on to the next.
My advice is be aware of who and whats around you.