use named tuples instead of indexing on single row dataframes (much faster)
use named tuples instead of indexing on single row dataframes (much faster)

architecture-building-systems/CityEnergyAnalyst,architecture-building-systems/CityEnergyAnalyst,architecture-building-systems/CityEnergyAnalyst