What are areas to stay away from in Japan?

Tourist sites or not, can you tell me about certain places and why one shouldn't go visit them. I heard stories of brochures depicting a nice place and you go there only to find its nothing like the photos. like the pictures where taken 10 years ago, and now its deserted and a dump.