In the United States, electricity derived from coal has decreased over the past two decades, with the annual output declining by almost 65 percent between 2010 and 2024. In contrast, there has been a rise in natural gas and renewable sources within the energy mix. How is electricity generated in the U.S.? Most electricity in the U.S. is generated from steam turbines, which can be powered by fossil and nuclear fuels, biomass, geothermal, and solar thermal energy. Other systems such as gas turbines, hydro turbines, wind turbines, and solar photovoltaics are also major generation technologies. Electric utilities in the U.S. generated more than 2,241 terawatt hours in 2024, accounting for just over half of the power output in the country that year. Growing renewable capacity Renewable sources have become more prominent in the U.S. over the past years, particularly wind, hydro, and solar energy. The former has overtaken conventional hydropower, becoming the leading renewable energy source in the U.S. since 2019. Wind and solar power have also accounted for the largest share of electricity capacity additions in the country in recent years.

Petroleum is the primary source of energy in the United States, with a consumption of 35.35 quadrillion British thermal units in 2024. Closely following, the U.S. had 34.2 quadrillion British thermal units of energy derived from natural gas. Energy consumption by sector in the United States Petroleum is predominantly utilized as a fuel in the transportation sector, which is also the second-largest consumer of energy in the U.S. with almost 30 percent of the country’s total energy consumption in 2024. This figure is topped only by the energy-guzzling industrial sector, a major consumer of fossil fuels such as petroleum and natural gas. Renewable energy in the United States Despite the prevalence of fossil fuels in the U.S. energy mix, the use of renewable energy consumption has grown immensely in the last decades to approximately 6.7 exajoules in 2024. Most of the renewable energy produced in the U.S. is derived from biomass, hydro, and wind sources. In 2024, renewable electricity accounted for approximately 24 percent of the nation’s total electricity generation.

Throughout the past decade, the United States has been notably decreasing its use of coal, and increasing the use of natural gas and renewable energy sources for electricity generation. In 2024, natural gas was by far the largest source of electricity in the North American country, with a generation share of 43 percent. Renewable energy's share amounted to 24 percent that year.

United States US: Electricity Production From Coal Sources: % of Total data was reported at 34.233 % in 2015. This records a decrease from the previous number of 39.651 % for 2014. United States US: Electricity Production From Coal Sources: % of Total data is updated yearly, averaging 51.846 % from Dec 1960 (Median) to 2015, with 56 observations. The data reached an all-time high of 57.679 % in 1988 and a record low of 34.233 % in 2015. United States US: Electricity Production From Coal Sources: % 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. Sources of electricity refer to the inputs used to generate electricity. Coal refers to all coal and brown coal, both primary (including hard coal and lignite-brown coal) and derived fuels (including patent fuel, coke oven coke, gas coke, coke oven gas, and blast furnace gas). Peat is also included in this category.; ; IEA Statistics © OECD/IEA 2014 (http://www.iea.org/stats/index.asp), subject to https://www.iea.org/t&c/termsandconditions/; Weighted average; Electricity production shares may not sum to 100 percent because other sources of generated electricity (such as geothermal, solar, and wind) are not shown. Restricted use: Please contact the International Energy Agency for third-party use of these data.

State-level data on all energy sources. Data on production, consumption, reserves, stocks, prices, imports, and exports. Data are collated from state-specific data reported elsewhere on the EIA website and are the most recent values available. Data on U.S. territories also available.

United States US: Electricity Production From Natural Gas Sources: % of Total data was reported at 31.942 % in 2015. This records an increase from the previous number of 26.888 % for 2014. United States US: Electricity Production From Natural Gas Sources: % of Total data is updated yearly, averaging 17.344 % from Dec 1960 (Median) to 2015, with 56 observations. The data reached an all-time high of 31.942 % in 2015 and a record low of 9.464 % in 1988. United States US: Electricity Production From Natural Gas Sources: % 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. Sources of electricity refer to the inputs used to generate electricity. Gas refers to natural gas but excludes natural gas liquids.; ; IEA Statistics © OECD/IEA 2014 (http://www.iea.org/stats/index.asp), subject to https://www.iea.org/t&c/termsandconditions/; Weighted average; Electricity production shares may not sum to 100 percent because other sources of generated electricity (such as geothermal, solar, and wind) are not shown. Restricted use: Please contact the International Energy Agency for third-party use of these data.

The City and County Energy Profiles lookup table provides modeled electricity and natural gas consumption and expenditures, on-road vehicle fuel consumption, vehicle miles traveled, and associated emissions for each U.S. city and county. Please note this data is modeled and more precise data may be available from regional, state, or other sources. The modeling approach for electricity and natural gas is described in Sector-Specific Methodologies for Subnational Energy Modeling: https://www.nrel.gov/docs/fy19osti/72748.pdf. This data is part of a suite of state and local energy profile data available at the "State and Local Energy Profile Data Suite" link below and complements the wealth of data, maps, and charts on the State and Local Planning for Energy (SLOPE) platform, available at the "Explore State and Local Energy Data on SLOPE" link below. Examples of how to use the data to inform energy planning can be found at the "Example Uses" link below.

United States US: Electricity Production From Oil Sources: % of Total data was reported at 0.904 % in 2015. This records a decrease from the previous number of 0.923 % for 2014. United States US: Electricity Production From Oil Sources: % of Total data is updated yearly, averaging 4.834 % from Dec 1960 (Median) to 2015, with 56 observations. The data reached an all-time high of 17.167 % in 1977 and a record low of 0.774 % in 2012. United States US: Electricity Production From Oil Sources: % 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. Sources of electricity refer to the inputs used to generate electricity. Oil refers to crude oil and petroleum products.; ; IEA Statistics © OECD/IEA 2014 (http://www.iea.org/stats/index.asp), subject to https://www.iea.org/t&c/termsandconditions/; Weighted average; Electricity production shares may not sum to 100 percent because other sources of generated electricity (such as geothermal, solar, and wind) are not shown. Restricted use: Please contact the International Energy Agency for third-party use of these data.

Petroleum is the most used fuel source in the United States, with a consumption level of 35.35 quadrillion British thermal units in 2024. Natural gas is the second-most common fuel source, with consumption levels rising closer to that of petroleum over recent years. Petroleum use post-financial crisis Petroleum in the United States is primarily used for fueling the transportation sector, generating heat and electricity, as well as in the production of plastics. U.S. consumption of petroleum was at its highest before the 2008 global financial crisis, when the price of crude oil rose dramatically. Petroleum consumption began to increase again in 2013, before dropping significantly as a result of the COVID-19 pandemic. The rise of natural gas While petroleum consumption has been lower in the last decade than in the early 2000s, the use of natural gas has risen significantly. Natural gas consumption in the United States has seen record highs in recent years, in part due to lower costs and its growing popularity. The U.S. currently produces more natural gas than any country in the world, followed by Russia.

United States US: Electricity Production From Renewable Sources: Excluding Hydroelectric: % of Total data was reported at 7.176 % in 2015. This records an increase from the previous number of 6.900 % for 2014. United States US: Electricity Production From Renewable Sources: Excluding Hydroelectric: % of Total data is updated yearly, averaging 0.471 % from Dec 1960 (Median) to 2015, with 56 observations. The data reached an all-time high of 7.176 % in 2015 and a record low of 0.015 % in 1960. United States US: Electricity Production From Renewable Sources: Excluding Hydroelectric: % of Total 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. Electricity production from renewable sources, excluding hydroelectric, includes geothermal, solar, tides, wind, biomass, and biofuels.; ; 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.

Context:

According to the U.S. Energy Information Administration, most of the nation's electricity was generated by natural gas, nuclear energy, and coal in 2020.

Electricity is also produced from renewable sources such as wind, hydropower, solar power, biomass, wind, and geothermal. Together, renewable energy sources generated about 20% of the country's electricity in 2020.

To produce electricity, a turbine generator set converts mechanical energy to electrical energy. In the cases of natural gas, coal, nuclear fission, biomass, petroleum, geothermal and solar thermal, the heat that is produced is used to create steam, which moves the blades of the turbine. In the cases of wind power and hydropower, turbine blades are moved directly by flowing wind and water, respectively. Solar photovoltaic panels convert sunlight directly to electricity using semiconductors.

The amount of energy produced by each source depends on the mix of fuels and energy sources used in your area. To learn more, see the emissions section. Learn more about electricity production from the U.S. Department of Energy's Energy Information Administration.

About the data:

The data is a monthly entry of the net generated electricity from a particular sector in the United States.

Acknowledgement:

This data is provided by scraping the website: https://eia.gov/ All credits and rights belong to them.

Whether you wonder to know how's the electricity demand is evolving in the US during the year or you would like to know how's the electricity mix has evolved through time, that's the dataset for you!

Energy is always something we have taken for granted, but in recent years with all the bottlenecks and geopolitical problems that have followed one another, it has become an increasingly central theme.

Directly pulled off from the EIA API, in this Kaggle dataset you can find hourly data about the energy production by each source in the US.

Possible Data science problems: - EDA - Energy demand forecasting - Electricity production forecasting by source - and many more

Context

This is mostly just an attempt to create my first dataset. I love renewable energy and I thought this may be useful to people trying to predict cost, growth, or adoption of energy generated from renewable energy sources.

Content

What's inside is more than just rows and columns. Make it easy for others to get started by describing how you acquired the data and what time period it represents, too. Inside you'll find a month-by-month breakdown of the total energy produced (in the United States), across multiple renewable energy sources. The data spans from January 2001 to November 2016.

Acknowledgements

All credit for this data goes to the U.S. Energy Information Administration and their Open Data initiative.

Thumbnail and banner photo by American Public Power Association on Unsplash.

Inspiration

I firmly believe that renewable energy is the future. What are the fastest-growing renewable energy sources in the US? Which renewables are the most promising as our primary source of energy? Which ones present the best (current or future) business opportunities?

The State Energy Data System (SEDS) is compiled by the U.S. Energy Information Administration's (EIA); it is a comprehensive database of energy statistics by state (and includes totals for the entire US). SEDS includes estimates of energy production, consumption, prices, and expenditures broken down by energy source and sector. Annual estimates are available from 1960 – 2009 for production and consumption estimates and from 1970 – 2009 for price and expenditure estimates. The multi-dimensional nature of this EIA dataset allows users to make comparisons across States, energy sources, sectors, and over time.

Related Links

http://www.eia.gov/state/seds/">Link to state SEDS

http://www.eia.gov/state/seds/seds-technical-notes-complete.cfm">SEDS documentation

http://www.eia.gov/state/seds/seds-data-complete.cfm">Complete SEDS data tables and files

All data made available in bulk through the EIA Open Data API, including:

• the Annual Energy Outlook, the International Energy Outlook and the Short Term Energy Outlook;
• aggregate national, state, and mine-level coal production statistics, including imports and exports, reciepts of coal at electric power plants, consumption and quality, market sales, reserves, and productive capacity;
• U.S. electric system operating data;
• aggregate national, state, and plant-level electricity generation statistics, including fuel quality and consumption, for grid-connectedplants with nameplate capacity of 1 megawatt or greater;
• CO2 emissions aggregates, CO2 emissions and carbon coefficients by fuel, state, and sector;
• International Energy System (IES) data containing production, reserves, consumption, capacity, storage, imports, exports, and emissions time series by country for electricity, petroleum, natural gas, coal, nuclear, and renewable energy;
• statistics of U.S. natural gas production, imports, exploration, pipelines, exports, prices, consumption, stocks, and reserves;
• statistics of U.S. petroleum and other liquid fuel production, imports, refining, exports, prices, consumption, stocks, and reserves;
• aggregate national, PADD, state, city, port, and refinery petroleum imports data for various grades of crude oil and country of origin;
• state and national energy production and consumption, using survey and estimates to create comprehensive state energy statistics and flows;
• U.S. total energy production, prices, carbon dioxide emissions, and consumption of energy from all sources by sector.

Archived from https://www.eia.gov/opendata/bulkfiles.php. The Annual Energy Outlook data is also archived separately here.

This archive contains raw input data for the Public Utility Data Liberation (PUDL) software developed by Catalyst Cooperative. At present, PUDL integrates only a few specific data series related to fuel receipts and costs figures from the Bulk Electricity API. It is organized into Frictionless Data Packages. For additional information about this data and PUDL, see the following resources:

• The PUDL Repository on GitHub
• PUDL Documentation
• Other Catalyst Cooperative data archives

View monthly updates and historical trends for US Primary Energy Production. from United States. Source: Energy Information Administration. Track economic…

Monthly (M) release date: January 24, 2025 for November 2024 data Next monthly release: End of February 2025 (December 2024 data) Annual release date: October 4, 2024 for 2023 final data Next annual release: October 2025 for 2024 final data 2023 data re-released: January 23, 2025 Corrections/RevisionsAll data prior to 2023 are final.*technotes: Updated 4/21/10 include information on changes to the data and other notes.*****The survey Form EIA-923 collects detailed electric power data -- monthly and annually -- on electricity generation, fuel consumption, fossil fuel stocks, and receipts at the power plant and prime mover level. Specific survey information provided: Schedule 2 - fuel receipts and costsSchedules 3A & 5A - generator data including generation, fuel consumption and stocksSchedule 4 - fossil fuel stocksSchedules 6 & 7 - non-utility source and disposition of electricitySchedules 8A-F - environmental data Monthly data (M) -approximately 3,034 plants from the monthly survey Annual final data - approximately 3,034 monthly plants + 9,528 plants from the annual survey The EIA-906, EIA-920, EIA-923 and predecessor forms provide monthly and annual data on generation and fuel consumption at the power plant and prime mover level. A subset of plants, steam-electric plants 10 MW and above, also provides boiler level and generator level data. Data for utility plants are available from 1970, and for nonutility plants from 1999. Beginning with January 2004 data collection, the EIA-920 was used to collect data from the combined heat and power plant (cogeneration) segment of the nonutility sector; also as of 2004, nonutilities filed the annual data for nonutility source and disposition of electricity. Beginning in 2007, environmental data was collected on Schedules 8A – 8F of the Form 923 and includes by-product disposition, financial information, NOX control operations, cooling system operations and FGP and FGD unit operations. Beginning in 2008, the EIA-923 superseded the EIA-906, EIA-920, FERC 423, and the EIA-423. Schedule 2 of the EIA-923 collects the plant level fuel receipts and cost data previously collected on the FERC and EIA Forms 423. Fuel receipts and costs data prior to 2008. Power plant data prior to 2001 are separate files for utility and nonutility plants. For 2001 data and subsequent years, the data are Excel spreadsheet files that include data for all plants and make other changes to the presentation of the data. The Form EIA 906/920 data for 2004-2006 were updated. A new method of allocating fuel consumption between electric power generation and useful thermal output (UTO) was implemented for 2004-2008. This new methodology proportionally distributes a combined heat and power (CHP) plant’s losses between the two output products (electric power and UTO). In the historical data, UTO was consistently assumed to be 80 percent efficient and all other losses at the plant were allocated to electric power. This change results in the fuel for electric power to be lower, while the fuel for UTO is higher than the prior set of data as both are given the same efficiency. This results in the appearance of an increase in efficiency of production of electric power between 2003 and 2004. The same methodology is applied to final 2007 and preliminary 2008 data. More information about the methodology can be found in the Appendix C, Technical Notes, to the Electric Power Monthly Contact Email: Electricity data experts "***Microdata: Yes Level of Analysis: Groups - Power Plants Variables Present: Yes (except for 1999 and 2000) File Layout: .xls/.xslm/.xslx (depends on the year) &

Renewable energy generation in the United States has seen remarkable growth, with wind power leading the charge. In 2024, wind is generated ***** terawatt hours of electricity, solidifying its position as the top renewable source since 2019. This surge in wind energy production reflects a broader trend of increasing renewable energy adoption across the country. Electricity landscape in the United States The growth in renewable electricity generation is supported by substantial investments and increasing production capacity. However, fossil fuels still dominated U.S. electricity generation in 2024. *********** remains the largest electricity source with a ** percent share in that year, while renewables accounted for ** percent of total electricity generation. Energy transition outlook in the United States Over the last few years, the country demonstrated its commitment to diversify its energy portfolio and reduce reliance on traditional fossil fuels, motivated by environmental concerns and economic factors. According to a recent forecast, renewable sources could provide approximately ** percent of U.S. electricity output by 2050, led by solar energy. The recent political turnover is expected to impact the country’s energy sector, as the new Trump administration is again shifting U.S. energy policy towards fossil fuels.

Description

This dataset, provided by the U.S. Energy Information Administration (EIA) in the Electric Power Monthly report, contains monthly data on wind energy production and other renewables in the United States.

Usage / Content

The dataset is a simple .csv file that could be read thanks to pandas python package : - Data Format: CSV - Data Volume: ~1 MB per month

import pandas as pd
df = pd.read_csv('/kaggle/working/wind-power-production-us/wind-power-production-us.csv')

Here is some other informations about the variables available : - Time Range: January 2001 to the latest month available - Geographic Coverage: United States - Granularity: Monthly - Variables: - "date": Month and year - "wind_state_name" : wind power production for the current state - "other_state_name" : production for all other renewables sources for the current state

Potential Uses

• Conducting time series analysis to forecast wind energy production and capacity factors
• Performing exploratory data analysis to identify trends and patterns in wind energy production
• Comparing wind energy production to other electricity generation sources to inform policy decisions
• Modeling wind energy production and capacity factors for forecasting and planning purposes
• Evaluating the impact of policy changes on wind energy production in the United States

United States US: Electricity Production From Renewable Sources: Excluding Hydroelectric data was reported at 317,421,000,000.000 kWh in 2015. This records an increase from the previous number of 298,023,000,000.000 kWh for 2014. United States US: Electricity Production From Renewable Sources: Excluding Hydroelectric data is updated yearly, averaging 12,867,000,000.000 kWh from Dec 1960 (Median) to 2015, with 56 observations. The data reached an all-time high of 317,421,000,000.000 kWh in 2015 and a record low of 122,000,000.000 kWh in 1960. United States US: Electricity Production From Renewable Sources: Excluding Hydroelectric 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. Electricity production from renewable sources, excluding hydroelectric, includes geothermal, solar, tides, wind, biomass, and biofuels.; ; IEA Statistics © OECD/IEA 2014 (http://www.iea.org/stats/index.asp), subject to https://www.iea.org/t&c/termsandconditions/; Sum; Restricted use: Please contact the International Energy Agency for third-party use of these data.