The electricity usage of data centers in the United States is expected to increase year-on-year from 2023 to 2030, reaching an **** percent share of total electricity demand in the latter year. In 2023, data centers in the U.S. demanded *** terawatt-hours of electricity.

Electricity Demand Dataset

This dataset compiles and harmonizes multiple open smart meter datasets.

Curated by: Attila Balint License: BSD 3-clause "New" or "Revised" licence

  Uses

This smart meter dataset facilitates primarily electricity demand forecasting.

  Dataset Structure

The dataset contains three main files.

data/demand.parquet data/metadata.parquet data/weather.parquet

  data/demand.parquet

This file contains the electricity consumption… See the full description on the dataset page: https://huggingface.co/datasets/EDS-lab/electricity-demand.

Tennessee Valley Authority was the leading U.S. utility company based on summer peak electricity demand in 2022, with 31.6 gigawatts. Oncor Electric Delivery Company LLC and Florida Power & Light Co ranked second and third, with approximately 29.2 and 26.2 gigawatts, respectively.

The largest US grid is projected to experience its highest electricity consumption in 12 years due to a heat wave, with demand potentially peaking at 158.5 gigawatts.

Primary energy consumption in North America amounted to some ***** exajoules in 2023, down from some *** exajoules in the previous year. The United States' energy consumption was the highest in the region, accounting for more than ** percent of North America's total primary energy consumption.

Hourly one-week electricity demand profiles for electric transit bus depots in the United States, as described in Liu et al. (2025).Please cite as:Liu, Bo, Tim Jonas, Kara Podkaminer, and Brennan Borlaug. 2025. Hourly Load Profile Dataset for Electric Transit Bus Depots in the United States. Golden, CO: National Renewable Energy Laboratory. NREL/TP-5400-92140. https://www.nrel.gov/docs/fy25osti/92140.pdf

Texas is the leading electricity-consuming state in the United States. In 2022, the state consumed roughly 475 terawatt-hours of electricity. California and Florida followed in second and third, each consuming approximately 250 terawatt-hours.

Annual data back to 2003 at the national level for electricity generation; capacity; consumption and cost of fossil fuels; sales, price and revenue; emissions; demand-side management; and operating revenues, expenses, and income. Based on Form EIA-860 and Form EIA-861 data.

U.S. power consumption is projected to reach record highs in 2025 and 2026, driven by increased demand from data centers, AI, and cryptocurrency, with a shift towards renewable energy sources.

United States US: Fossil Fuel Energy Consumption: % of Total data was reported at 82.776 % in 2015. This records a decrease from the previous number of 82.935 % for 2014. United States US: Fossil Fuel Energy Consumption: % of Total data is updated yearly, averaging 87.236 % from Dec 1960 (Median) to 2015, with 56 observations. The data reached an all-time high of 95.982 % in 1967 and a record low of 82.776 % in 2015. United States US: Fossil Fuel Energy Consumption: % of Total data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s United States – Table US.World Bank.WDI: Energy Production and Consumption. Fossil fuel comprises coal, oil, petroleum, and natural gas products.; ; IEA Statistics © OECD/IEA 2014 (http://www.iea.org/stats/index.asp), subject to https://www.iea.org/t&c/termsandconditions/; Weighted average; Restricted use: Please contact the International Energy Agency for third-party use of these data.

Abstract

The U.S. Residential Energy Consumption Survey, administered by the U.S. Energy Information Administration (EIA), uses a nationally representative sample to collect information about home characteristics, household energy usage, and energy cost. The microdata at the household level from 2020, 2015, 2009, 2005, 2001, 1997, 1993,1990, and 1987, made available by the EIA for public use, were curated by Carnegie Mellon University Libraries to make it more accessible for data analysis.

Methodology

Survey background and technical information

Usage

• Microdata are organized by year and can be found in "Tables;"
• Years include 2020, 2015, 2009, 2005, 2001, 1997, 1993, 1990, and 1987;
• In "Files," there are 9 folders (named by year), each of which contains the codebook(s) for a given year; for a given year, the codebook is provided in one file for all variables, if the EIA made this available; for some years, the EIA uses multiple files to organize its codebook (e.g., 1997);
• For 2020, 2015, and 2009, there is a PDF file (e.g., microdata_guide_xxxx) that describes how to use the provided sample weights to calculate standard errors; for other years, similar instructions can be found via the URL of the microdata description page on the EIA's website, provided in the description field of the microdata table for a given year (e.g., 1993).

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Industrial activities are the greatest energy end-user sector in the United States, reaching a consumption of some 31 quadrillion British thermal units in 2024, followed by the transportation sector. The U.S. is the second-largest energy consumer in the world, after China. Energy source in the United States Consumption of fossil fuels still accounts for the majority of U.S. primary energy consumption. The transportation and industrial sectors are the sectors with the largest fossil fuel consumption in the country, the former relying on oil-based motor fuels. Electricity generation in the United States Although around 60 percent of the electricity generated in the U.S. is derived from natural gas and coal, the use of renewable sources is becoming more common in electricity production, with the largest increase in wind and solar power. These two clean energy resources are projected to generate as much power as natural gas by 2030.

Federal, state, and municipal electric vehicle fleet hourly load datasets at the Uber H3 hex, county, and city resolutions, as described in Singer et al. (2025).Please cite as:Singer, Mark, Cabell Hodge, Kara Podkaminer, and Brennan Borlaug. 2025. Hourly Load Profile Dataset for Federal, State, and Municipal Electric Vehicle Fleets in the United States. Golden, CO: National Renewable Energy Laboratory. NREL/TP-5400-92142. https://www.nrel.gov/docs/fy25osti/92142.pdf

United States Electricity Consumption data was reported at 10.243 kWh/Day bn in Mar 2025. This records a decrease from the previous number of 11.765 kWh/Day bn for Feb 2025. United States Electricity Consumption data is updated monthly, averaging 9.940 kWh/Day bn from Jan 1991 (Median) to Mar 2025, with 411 observations. The data reached an all-time high of 13.179 kWh/Day bn in Jul 2024 and a record low of 7.190 kWh/Day bn in Apr 1991. United States Electricity Consumption data remains active status in CEIC and is reported by U.S. Energy Information Administration. The data is categorized under Global Database’s United States – Table US.RB004: Electricity Supply and Consumption. [COVID-19-IMPACT]

United States Energy Consumption: Nuclear Electric Power data was reported at 617.991 BTU tn in Apr 2018. This records a decrease from the previous number of 701.095 BTU tn for Mar 2018. United States Energy Consumption: Nuclear Electric Power data is updated monthly, averaging 578.059 BTU tn from Jan 1973 (Median) to Apr 2018, with 544 observations. The data reached an all-time high of 780.754 BTU tn in Jan 2018 and a record low of 62.111 BTU tn in May 1973. United States Energy Consumption: Nuclear Electric Power data remains active status in CEIC and is reported by Energy Information Administration. The data is categorized under Global Database’s USA – Table US.RB002: Energy Consumption.

This deposit combines data from https://doi.org/10.3886/E146782V1 and https://doi.org/10.3886/E146801V1 to produce files containing the hourly generation, costs, and capacities of virtually all power plants in the lower 48 United States between 1999-2012 for their use in "Data and Code for: Imperfect Markets versus Imperfect Regulation in U.S. Electricity Generation" (https://doi.org/10.3886/E115467V1).

United States Energy Consumption: Industrial data was reported at 2,598.485 BTU tn in Apr 2018. This records a decrease from the previous number of 2,771.443 BTU tn for Mar 2018. United States Energy Consumption: Industrial data is updated monthly, averaging 2,661.675 BTU tn from Jan 1973 (Median) to Apr 2018, with 544 observations. The data reached an all-time high of 3,076.259 BTU tn in Oct 1996 and a record low of 2,104.502 BTU tn in Apr 1975. United States Energy Consumption: Industrial data remains active status in CEIC and is reported by Energy Information Administration. The data is categorized under Global Database’s USA – Table US.RB002: Energy Consumption.

The USA: Electricity consumption percent of world total: The latest value from 2023 is 15.163 percent, a decline from 15.575 percent in 2022. In comparison, the world average is 0.529 percent, based on data from 189 countries. Historically, the average for the USA from 1980 to 2023 is 25.395 percent. The minimum value, 15.163 percent, was reached in 2023 while the maximum of 37.585 percent was recorded in 1981.

United States US: Renewable Energy Consumption: % of Total Final Energy Consumption data was reported at 8.717 % in 2015. This records a decrease from the previous number of 8.754 % for 2014. United States US: Renewable Energy Consumption: % of Total Final Energy Consumption data is updated yearly, averaging 5.454 % from Dec 1990 (Median) to 2015, with 26 observations. The data reached an all-time high of 8.754 % in 2014 and a record low of 4.089 % in 1994. United States US: Renewable Energy Consumption: % of Total Final Energy Consumption data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s USA – Table US.World Bank: Energy Production and Consumption. Renewable energy consumption is the share of renewables energy in total final energy consumption.; ; World Bank, Sustainable Energy for All (SE4ALL) database from the SE4ALL Global Tracking Framework led jointly by the World Bank, International Energy Agency, and the Energy Sector Management Assistance Program.; Weighted Average;

vitaliy-sharandin/energy-consumption-hourly-spain dataset hosted on Hugging Face and contributed by the HF Datasets community