Problem Description: Do Leadership in Energy & Environmental Design (LEED) certified buildings show substantial energy savings compared to the non-LEED certified buildings in the same neighborhood? What is the energy use among the NYC LEED certified buildings constructed and certified in the past 10 years? How do they compare to non-LEED buildings in the same district that share the same zipcode?