One of the things that make bike culture stick is that most bikes are just really cheap those places. On one hand this means they're protected relatively less and so would be rather easy to pick up, on the other it means no one bothers organising a theft ring as the returns are too low. Fancy bikes are something completely different and would attract another level of organised crime.