R-squared values are 0.025. Energy star score is one of benchmark score to test whether the building is constructed for better energy conservation. The ENERGY STAR score and log of weather normalized source EUI has negative proportion but the data doesn't have strong correaltion.
Building occupancy would be a big factor in energy consumption because more people would use more energy in a building. Multifamily and Office occupancy outliers have been removed.