A. SUMMARY San Francisco’s Existing Buildings Energy Performance Ordinance requires owners of non-residential buildings over 10,000 square feet to annually benchmark and disclose energy performance. On behalf of City agencies, the San Francisco Public Utilities Commission (SFPUC) benchmarks and reports energy use for a portfolio of approximately 500 public facilities buildings. The performance of public facilities can be examined in an interactive report at bit.ly/SFMunicipalBenchmarking, and annual reports from 2011-present are available there as well. This dataset presents the energy performance and basic characteristics for public facilities that is visualized by the SFPUC’s interactive report. In addition, energy performance data for non-municipal buildings (i.e. commercial buildings of 10,000 square feet or larger, and multifamily & mixed-use buildings of 50,000 square feet or larger) is available at: bit.ly/ExistingBuildingsReport B. HOW THE DATASET IS CREATED In compliance with California Energy Benchmarking Regulations (CA Public Resources Code Section 25402.10 and CCR Title 20 Section 1680), and San Francisco Existing Buildings Energy Ordinance (Environment Code Chapter 20), the San Francisco Public Utilities Commission provides energy benchmarking services on behalf of municipal facilities. Details for public facilities are compiled from city records, and energy usage is compiled from utility records; related metrics such as energy use intensity are calculated from the combination of such records. Data is subjected to quality assurance validation prior to publication. For additional information regarding data sources and assumptions, please review the "Data Sources and Assumptions" page of the Municipal Facilities Energy Benchmarking dashboard: https://bit.ly/SFMunicipalBenchmarking. C. UPDATE PROCESS Updated Annually.

A. SUMMARY The Existing Buildings Energy Performance Ordinance (Environment Code Chapter 20) requires that each non-residential building with at least 10,000 square feet of conditioned (heated or cooled) space and each residential building with at least 50,000 square feet of conditioned space must be benchmarked annually using Energy Star Portfolio Manager. Each non-residential building specified above is also required to undergo an energy audit, retrocommissioning, or develop a plan for decarbonization at least once every 5 years. More information: San Francisco Existing Buildings Energy Ordinance Website B. HOW THE DATASET IS CREATED The data is sourced from the benchmark and energy audit reports submitted for compliance with Environment Code Chapter 20. The dataset is presented in two tables which together provide basic characteristics, compliance status, and a public record of reported energy performance. C. UPDATE PROCESS This dataset will be updated on a monthly basis. D. HOW TO USE THIS DATASET Existing Buildings - Basic Info and Audit Compliance Status -- This filtered view contains one record per building and provides basic characteristics (such as size and vintage). For commercial buildings, the table indicates when an energy audit or decarbonization plan is due. Existing Buildings - Benchmark Reports -- Each row of this filtered view presents one year of benchmarking data for one building – so there are multiple records per building. One year of data includes compliance status, and if the building complied it also presents energy use data including gas, electricity, steam and EPA-estimated operational carbon emissions. This dataset contains the information of the two views joined on Parcel Number.

Summary energy and building characteristics by building type for non-residential and multifamily buildings greater than 20,000 square feet that benchmark energy data with the City of Seattle. This dataset summarizes information from the full 2015-2023 Building Energy Benchmarking dataset but excludes likely or known errors.

Seattle’s Building Energy Benchmarking Program (SMC 22.920) requires owners of non-residential and multifamily buildings (Greater than 20,000 square feet) to track energy performance and annually report to the City of Seattle. Annual benchmarking, reporting and disclosing of building performance are foundational elements of creating more market value for energy efficiency. Per Ordinance (125000), starting with 2015 energy use performance reporting, the City of Seattle is making the data for all buildings greater than 20,000 SF available annually. This dataset contains all 2021 buildings required to report. If you have questions or comments on the data, email us at energybenchmarking@seattle.gov and include Open Data in the subject line.

Summary energy and building characteristics by building type for non-residential and multifamily buildings greater than 20,000 square feet that benchmark energy data with the City of Seattle. This dataset summarizes information from the full 2016 Building Energy Benchmarking dataset but excludes likely or known errors.

Please see Map of Land Use - 2023 for most recent data Summary Land Use 2020: Land use categories for every parcel in San Francisco. The land use categories are derived from a range of City and commercial databases. Where building square footages were missing from these databases they were derived from a LIDAR survey flown in 2007. Land use categories are as follows (units are square feet): - CIE = Cultural, Institutional, Educational - MED = Medical - MIPS = Office (Management, Information, Professional Services) - MIXED = Mixed Uses (Without Residential) - MIXRES = Mixed Uses (With Residential) - PDR = Industrial (Production, Distribution, Repair) - RETAIL/ENT = Retail, Entertainment - RESIDENT = Residential - VISITOR = Hotels/Motels - VACANT = Vacant - ROW = Right-of-Way - OPENSPACE = Open Space Other attributes are: - RESUNITS = Residential Units - BLDGSQFT = Square footage data - YRBUILT = year built - TOTAL_USES = Business points from Dun & Bradstreet were spatially aggregated to the closest parcel, and this field is the sum of the square footage fields The subsequent fields (CIE, MED, MIPS, RETAIL, PDER & VISITOR) were derived using the NAICS codes supplied in the Dun & Bradstreet dataset, and the previous TOTAL_USES column. PREDOMINANT LAND USES: - RESIDENTIAL: Housing--from single family to multifamily to high-rise apartment complexes. - CIE - CULTURAL, INDUSTRIAL, EDUCATIONAL:Any cultural, institutional, medical or educational place such as a museum, zoo, hospital, medical center, college, theatre, social service, or membership organization. - MIPS (generally for offices):Management, information, and professional activities such as finance, insurance, and real estate (FIRE), business, legal, and public administration. - RETAIL/ENT(Retail/Entertainment)Shopping and direct consumer services, amusement, recreation and personal services, restaurants and bars -- from neighborhood-serving to region-serving. - PDR (Production/Distribution/Repair):Wholesale trade, showrooms, manufacturing and materials processing, warehousing, repair, businesses, construction, transportation, communications, utilities. - VISITOR:Hotels and motels.PUBLIC:Publicly owned parks, recreation, and open spaces, as well as some highway right of ways. - VACANT:An empty or undeveloped lot. - MIXED USES:Combined uses, such as office and retail, industrial-retail-entertainment, or industrial and office, etc. where no one use predominates. - MIXEDRES (Residential Mixed):Mostly housing with one or more other use (office, retail, industrial)on the ground floor). The determining factor for a parcel's LANDUSE is if the square footage of any non-residential use is 80% or more of its total uses. Otherwise it becomes MIXED. In the case where RESIDENT use has some square footage of non-residential use, this is mainly accessory uses such as home businesses, freelancers, etc.

Summary energy and building characteristics by building type for non-residential and multifamily buildings greater than 20,000 square feet that benchmark energy data with the City of Seattle. This dataset summarizes information from the full 2021 Building Energy Benchmarking dataset but excludes likely or known errors.

This is a list of New York City municipal buildings over 10,000 square feet by borough, block, lot, and agency, identifying each building’s energy intensity (kBtu/sq. ft.), Portfolio Manager benchmarking rating, where available, and the total GHG emissions for the calendar years 2010 - 2014.

Summary energy and building characteristics by building type for non-residential and multifamily buildings greater than 20,000 square feet that benchmark energy data with the City of Seattle. This dataset summarizes information from the full 2015 Building Energy Benchmarking dataset but excludes likely or known errors.

Summary energy and building characteristics by building type for non-residential and multifamily buildings greater than 20,000 square feet that benchmark energy data with the City of Seattle. This dataset summarizes information from the full 2017 Building Energy Benchmarking dataset but excludes likely or known errors.