Some very large cities are running very high budget deficits, meaning they spend more than they actually collect in taxes. Some of those cities include San Diego, Norfolk, San Jose, Las Vegas, Phoenix, Reno, Chicago, Baltimore, Yonkers, Honolulu, New York, San Francisco, Los Angeles, Detroit, and Harrisburg.