This is generally what you'll find in most places that are experiencing serious urban decay. They depended heavily upon a particular industry, and that industry collapsed in that city and wasn't fully replaced by anything else.
Sometimes it's a manufacturing industry, sometimes it's based on resource extraction and the source dries up.