Metadata features

• building_id: building code-name with the structure SiteID_SimplifiedUsage_UniqueName.
• site_id: animal-code-name for the site.
• building_id_kaggle: building ID used for the Kaggle competition (numeric).
• site_id_kaggle: site ID used for the Kaggle competition (numeric).
• primaryspaceusage: Primary space usage of all buildings is mapped using the energystar scheme building description types.
• sub_primaryspaceusage: energystar scheme building description types subcategory.
• sqm: Floor area of building in square meters (m2).
• sqft: Floor area of building in square feets (sqft).
• lat: Latitude of building location to city level.
• lng: Longitude of building location to city level.
• timezone: site's timezone.
• electricity: presence of this kind of meter in the building. Yes if affirmative, NaN if negative.
• hotwater: presence of this kind of meter in the building. Yes if affirmative, NaN if negative.
• chilledwater: presence of this kind of meter in the building. Yes if affirmative, NaN if negative.
• steam: presence of this kind of meter in the building. Yes if affirmative, NaN if negative.
• water: presence of this kind of meter in the building. Yes if affirmative, NaN if negative.
• irrigation: presence of this kind of meter in the building. Yes if affirmative, NaN if negative.
• solar: presence of this kind of meter in the building. Yes if affirmative, NaN if negative.
• gas: presence of this kind of meter in the building. Yes if affirmative, NaN if negative.
• industry: Industry type corresponding to building.
• subindustry: More detailed breakdown of Industry type corresponding to building.
• heatingtype: Type of heating in corresponding building.
• yearbuilt: Year corresponding to when building was first constructed, in the format YYYY.
• date_opened: Date building was opened for use, in the format D/M/YYYY.
• numberoffloors: Number of floors corresponding to building.
• occupants: Usual number of occupants in the building.
• energystarscore: Rating of building corresponding to building energystar scheme (Energy Star Score).
• eui: Energy use intensity of the building (kWh/year/m2).
• site_eui: Energy (Consumed/Purchased) use intensity of the site (kWh/year/m2).
• source_eui: Total primary energy consumption normalized by area (Takes into account conversion efficiency of primary energy into secondary energy).
• leed_level: LEED rating of the building (Leadership in Energy and Environmental Design), most widely used green building rating system.
• rating: Other building energy ratings.