Public Datasets

End Use Load Profiles for the U.S. Building Stock

This dataset describes the timeseries energy consumption of the U.S. commercial building stock at the end-use level. For details on how it was created and validated, please see the project's final report. For instructions on how to access pre-created aggregate data files, please visit the End Use Load Profiles for the U.S. Building Stock project website. For residential building stock data, please see the ResStock data viewer. Two versions of this dataset have been created: one with actual weather data from 2018, and another with typical (TMY3) weather data. The TMY3 15-minute energy data should not be used for larger geographies because weather events are not regionally aligned. Multiple geographic views of the dataset have been created, one by state, and one for each Census region by PUMA.

Releases

Select a Data Viewer link below to go to the Data Viewer (beta) or Building Characteristics Viewer (beta).

Publication date	Release #	Building stock represented	Upgrades applied	Weather year	Data Viewer Links (beta) - Annual and Timeseries Energy	Data Viewer Links (beta) - Building Characteristics	Data Table with Characteristics and Annual Energy Use (metadata.tsv)	Supplemental Data and Dictionaries	Github repo
October 2021	1	U.S. commercial sector circa 2018	None	amy2018	by_state, by_puma_northeast, by_puma_midwest, by_puma_south, by_puma_west	by_state, by_puma_northeast, by_puma_midwest, by_puma_south, by_puma_west	metadata	suppl_data_dict	github
October 2021	1	U.S. commercial sector circa 2018	None	tmy3	by_state, by_puma_northeast, by_puma_midwest, by_puma_south, by_puma_west	by_state, by_puma_northeast, by_puma_midwest, by_puma_south, by_puma_west	metadata	suppl_data_dict	github

The Supplemental Data and Dictionaries link will take you to folders on OEDI that contain pre-aggregated timeseries .csv files for different geographies, weather data in .csv format, geographic information, OpenStudio building energy models, and a data dictionary and enumerations dictionary defining all data fields and parameter options.

Visit the FAQ to find answers to frequently asked questions about the dataset and data viewers.

Visit the README for basic dataset information, organization, and changelog.

2021 Release 1

First release of a national scale model that has been calibrated (at the timeseries resolution) to a large amount of measured electricity data, including hourly AMI data from 8 utilities around the country, as well as end-use level data from a variety of sources. See the project's final report for details about model assumptions, data sources, and results of the calibration process.

Private Datasets

Datasets that are privately shared can be accessed here: