100+ datasets found
  1. U.S. Electricity Prices

    • kaggle.com
    zip
    Updated Apr 7, 2024
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    Alistair King (2024). U.S. Electricity Prices [Dataset]. https://www.kaggle.com/datasets/alistairking/electricity-prices
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    zip(1553011 bytes)Available download formats
    Dataset updated
    Apr 7, 2024
    Authors
    Alistair King
    License

    https://www.usa.gov/government-works/https://www.usa.gov/government-works/

    Area covered
    United States
    Description

    US Electricity Prices and Sales by State, Sector, and Year

    https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F8734253%2Fdba0dac3571f37e79f2891a6ffd80d5c%2Fus%20electric%20flag.png?generation=1712518711362350&alt=media" alt=""> This comprehensive dataset offers a detailed look at the United States electricity market, providing valuable insights into prices, sales, and revenue across various states, sectors, and years. With data spanning from 2001 onwards to 2024, this dataset is a powerful tool for analyzing the complex dynamics of the US electricity market and understanding how it has evolved over time.

    The dataset includes eight key variables: | Column Name | Description | |-------|-------| | year | The year of the observation | | month | The month of the observation | | stateDescription | The name of the state | | sectorName | The sector of the electricity market (residential, commercial, industrial, other, or all sectors) | | customers | The number of customers (missing for some observations) | | price | The average price of electricity per kilowatt-hour (kWh) in cents | | revenue | The total revenue generated from electricity sales in millions of dollars | | sales | The total electricity sales in millions of kilowatt-hours (kWh) |

    By providing such granular data, this dataset enables users to conduct in-depth analyses of electricity market trends, comparing prices and consumption patterns across different states and sectors, and examining the impact of seasonality on demand and prices.

    One of the primary applications of this dataset is in forecasting future electricity prices and sales based on historical trends. By leveraging the extensive time series data available, researchers and analysts can develop sophisticated models to predict how prices and demand may change in the coming years, taking into account factors such as economic growth, population shifts, and policy changes. This predictive power is invaluable for policymakers, energy companies, and investors looking to make informed decisions in the rapidly evolving electricity market.

    Another key use case for this dataset is in investigating the complex relationships between electricity prices, sales volumes, and revenue. By combining the price, sales, and revenue data, users can explore how changes in prices impact consumer behavior and utility company bottom lines. This analysis can shed light on important questions such as the price elasticity of electricity demand, the effectiveness of energy efficiency programs, and the potential impact of new technologies like renewable energy and energy storage on the market.

    Beyond its immediate applications in the energy sector, this dataset also has broader implications for understanding the US economy and society as a whole. Electricity is a critical input for businesses and households across the country, and changes in electricity prices and consumption can have far-reaching effects on economic growth, competitiveness, and quality of life. By providing such a rich and detailed portrait of the US electricity market, this dataset opens up new avenues for research and insights that can inform public policy, business strategy, and academic inquiry.

    I hope you all enjoy using this dataset and find it useful! 🤗

  2. F

    Average Price: Electricity per Kilowatt-Hour in U.S. City Average

    • fred.stlouisfed.org
    json
    Updated Oct 24, 2025
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    (2025). Average Price: Electricity per Kilowatt-Hour in U.S. City Average [Dataset]. https://fred.stlouisfed.org/series/APU000072610
    Explore at:
    jsonAvailable download formats
    Dataset updated
    Oct 24, 2025
    License

    https://fred.stlouisfed.org/legal/#copyright-public-domainhttps://fred.stlouisfed.org/legal/#copyright-public-domain

    Area covered
    United States
    Description

    Graph and download economic data for Average Price: Electricity per Kilowatt-Hour in U.S. City Average (APU000072610) from Nov 1978 to Sep 2025 about electricity, energy, retail, price, and USA.

  3. e

    Average Electricity Rates by U.S. State – December 2025

    • electricchoice.com
    Updated Dec 6, 2010
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    ElectricChoice.com (2010). Average Electricity Rates by U.S. State – December 2025 [Dataset]. https://www.electricchoice.com/electricity-prices-by-state/
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    Dataset updated
    Dec 6, 2010
    Dataset provided by
    ElectricChoice.com
    Time period covered
    Dec 2025
    Area covered
    United States
    Description

    Complete dataset of average residential and commercial electricity rates in cents per kWh for all 50 states and D.C. as of December 2025.

  4. Household electricity prices in the U.S. 1975-2024

    • statista.com
    Updated Sep 2, 2025
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    Statista (2025). Household electricity prices in the U.S. 1975-2024 [Dataset]. https://www.statista.com/statistics/200199/residential-sector-electricity-prices-in-the-us-since-1975/
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    Dataset updated
    Sep 2, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    United States
    Description

    The average retail price of electricity for households has risen steadily in the United States, reaching a peak of around 16.48 cents per kilowatt-hour in 2024. In the U.S., electricity prices tend to reflect base overnight costs for power plants, their maintenance, fuel costs, and the operation of power grids. How electricity rates differ across states in the U.S. The price of electricity varies widely across states. Hawaii has continuously had one of the highest rates and Washington one of the lowest. In Hawaii, the power sector is largely reliant on petroleum and diesel generators. Crude oil is a comparatively expensive fuel and prices tend to be volatile, driving up overall electricity prices. Meanwhile, electricity prices are low in states which use hydropower as the main source of electricity, as Washington. In the U.S., costs of electricity are greatly shaped by the primary power source used per state. Maintaining the power grid In addition to primary fuel purchases, the costs required to operate and maintain transmission and distribution systems also impact the prices that a household pays. In 2023, power utilities reported a peak in grid operating expenses, with transmission-related costs reaching 15.8 billion U.S. dollars and 6.4 billion U.S. dollars invested in distribution networks.

  5. Industrial retail electricity price in the U.S. 1970-2025

    • statista.com
    Updated Jul 15, 2025
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    Statista (2025). Industrial retail electricity price in the U.S. 1970-2025 [Dataset]. https://www.statista.com/statistics/190680/us-industrial-consumer-price-estimates-for-retail-electricity-since-1970/
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    Dataset updated
    Jul 15, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    United States
    Description

    Industrial consumers of electricity in the United States paid an average of 8.15 U.S. dollar cents per kilowatt-hour in 2024. This was an increase compared to the previous year, when prices peaked at 8.3 U.S. dollar cents per kilowatt-hour. Prices are forecast to increase further to 8.32 U.S. dollar cents per kilowatt-hour by the end of 2025.

  6. Residential electricity price growth in the U.S. 2000-2025

    • statista.com
    Updated Oct 15, 2024
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    Statista (2024). Residential electricity price growth in the U.S. 2000-2025 [Dataset]. https://www.statista.com/statistics/201714/growth-in-us-residential-electricity-prices-since-2000/
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    Dataset updated
    Oct 15, 2024
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    United States
    Description

    Retail residential electricity prices in the United States have mostly risen over the last decades. In 2023, prices registered a year-over-year growth of 6.3 percent, the highest growth registered since the beginning of the century. Residential prices are projected to continue to grow by two percent in 2024. Drivers of electricity price growth The price of electricity is partially dependent on the various energy sources used for generation, such as coal, gas, oil, renewable energy, or nuclear. In the U.S., electricity prices are highly connected to natural gas prices. As the commodity is exposed to international markets that pay a higher rate, U.S. prices are also expected to rise, as it has been witnessed during the energy crisis in 2022. Electricity demand is also expected to increase, especially in regions that will likely require more heating or cooling as climate change impacts progress, driving up electricity prices. Which states pay the most for electricity? Electricity prices can vary greatly depending on both state and region. Hawaii has the highest electricity prices in the U.S., at roughly 43 U.S. cents per kilowatt-hour as of May 2023, due to the high costs of crude oil used to fuel the state’s electricity. In comparison, Idaho has one of the lowest retail rates. Much of the state’s energy is generated from hydroelectricity, which requires virtually no fuel. In addition, construction costs can be spread out over decades.

  7. d

    U.S. Electric Utility Companies and Rates: Look-up by Zipcode (2022)

    • catalog.data.gov
    • data.openei.org
    Updated Apr 6, 2024
    + more versions
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    National Renewable Energy Laboratory (NREL) (2024). U.S. Electric Utility Companies and Rates: Look-up by Zipcode (2022) [Dataset]. https://catalog.data.gov/dataset/u-s-electric-utility-companies-and-rates-look-up-by-zipcode-2022
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    Dataset updated
    Apr 6, 2024
    Dataset provided by
    National Renewable Energy Laboratory (NREL)
    Area covered
    United States
    Description

    This dataset, compiled by NREL using data from ABB, the Velocity Suite (http://energymarketintel.com/) and the U.S. Energy Information Administration dataset 861 (http://www.eia.gov/electricity/data/eia861/), provides average residential, commercial and industrial electricity rates with likely zip codes for both investor owned utilities (IOU) and non-investor owned utilities. Note: the files include average rates for each utility (not average rates per zip code), but not the detailed rate structure data found in the OpenEI U.S. Utility Rate Database (https://openei.org/apps/USURDB/).

  8. Electricity retail prices in the U.S. 1990-2024

    • statista.com
    Updated Mar 15, 2025
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    Statista (2025). Electricity retail prices in the U.S. 1990-2024 [Dataset]. https://www.statista.com/statistics/183700/us-average-retail-electricity-price-since-1990/
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    Dataset updated
    Mar 15, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    United States
    Description

    The retail price for electricity in the United States stood at an average of ***** U.S. dollar cents per kilowatt-hour in 2024. This is the highest figure reported in the indicated period. Nevertheless, the U.S. still has one of the lowest electricity prices worldwide. As a major producer of primary energy, energy prices are lower than in countries that are more reliant on imports or impose higher taxes. Regional variations and sector disparities The impact of rising electricity costs across U.S. states is not uniform. Hawaii stands out with the highest household electricity price, reaching a staggering ***** U.S. cents per kilowatt-hour in September 2024. This stark contrast is primarily due to Hawaii's heavy reliance on imported oil for power generation. On the other hand, states like Utah benefit from lower rates, with prices around **** U.S. cents per kilowatt-hour. Regarding U.S. prices by sector, residential customers have borne the brunt of price increases, paying an average of ***** U.S. cents per kilowatt-hour in 2023, significantly more than commercial and industrial sectors. Factors driving price increases Several factors contribute to the upward trend in electricity prices. The integration of renewable energy sources, investments in smart grid technologies, and rising peak demand all play a role. Additionally, the global energy crisis of 2022 and natural disasters affecting power infrastructure have put pressure on the electric utility industry. The close connection between U.S. electricity prices and natural gas markets also influences rates, as domestic prices are affected by higher-paying international markets. Looking ahead, projections suggest a continued increase in electricity prices, with residential rates expected to grow by *** percent in 2024, driven by factors such as increased demand and the ongoing effects of climate change.

  9. International domestic energy prices

    • gov.uk
    • s3.amazonaws.com
    Updated Sep 30, 2025
    + more versions
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    Department for Energy Security and Net Zero (2025). International domestic energy prices [Dataset]. https://www.gov.uk/government/statistical-data-sets/international-domestic-energy-prices
    Explore at:
    Dataset updated
    Sep 30, 2025
    Dataset provided by
    GOV.UKhttp://gov.uk/
    Authors
    Department for Energy Security and Net Zero
    Description

    https://assets.publishing.service.gov.uk/media/68da5c568c1db6022d0c9e55/table_551.xlsx">Domestic electricity prices in the IEA (QEP 5.5.1)

     <p class="gem-c-attachment_metadata"><span class="gem-c-attachment_attribute">MS Excel Spreadsheet</span>, <span class="gem-c-attachment_attribute">427 KB</span></p>
    
    
    
    
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    Request an accessible format.

      If you use assistive technology (such as a screen reader) and need a version of this document in a more accessible format, please email <a href="mailto:alt.formats@energysecurity.gov.uk" target="_blank" class="govuk-link">alt.formats@energysecurity.gov.uk</a>. Please tell us what format you need. It will help us if you say what assistive technology you use.
    

    https://assets.publishing.service.gov.uk/media/68347d62e9440506ee953a9f/table_561.xlsx">Domestic electricity prices in the EU for small, medium and large consumers (QEP 5.6.1, 5.6.2 and 5.6.3)

     <p class="gem-c-attachment_metadata"><span class="gem-c-attachment_attribute">MS Excel Spreadsheet</span>, <span class="gem-c-attachment_attribute">425 KB</span></p>
    
    
    
    
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  10. Historical electricity data

    • gov.uk
    • data.europa.eu
    Updated Jul 31, 2025
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    Department for Energy Security and Net Zero (2025). Historical electricity data [Dataset]. https://www.gov.uk/government/statistical-data-sets/historical-electricity-data
    Explore at:
    Dataset updated
    Jul 31, 2025
    Dataset provided by
    GOV.UKhttp://gov.uk/
    Authors
    Department for Energy Security and Net Zero
    Description

    Historical electricity data series updated annually in July alongside the publication of the Digest of United Kingdom Energy Statistics (DUKES).

    https://assets.publishing.service.gov.uk/media/6889f86f76f68cc8414d5b6d/Electricity_since_1920.xlsx">Historical electricity data: 1920 to 2024

    MS Excel Spreadsheet, 246 KB

    This file may not be suitable for users of assistive technology.

    Request an accessible format.
    If you use assistive technology (such as a screen reader) and need a version of this document in a more accessible format, please email alt.formats@energysecurity.gov.uk. Please tell us what format you need. It will help us if you say what assistive technology you use.
  11. Global household electricity prices 2025, by country

    • statista.com
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    Statista, Global household electricity prices 2025, by country [Dataset]. https://www.statista.com/statistics/263492/electricity-prices-in-selected-countries/
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    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    Worldwide
    Description

    In the third quarter of 2025, Bermuda had the highest household electricity prices worldwide, followed by Ireland, Italy, and Germany. At the time, Irish households were charged around 0.44 U.S. dollars per kilowatt-hour, while in Italy, the price stood at 0.42 U.S. dollars per kilowatt-hour. By comparison, in Russia, residents paid almost 10 times less. What is behind electricity prices? Electricity prices vary widely across the world and sometimes even within a country itself, depending on factors like infrastructure, geography, and politically determined taxes and levies. For example, in Denmark, Belgium, and Sweden, taxes constitute a significant portion of residential end-user electricity prices. Reliance on fossil fuel imports Meanwhile, thanks to their great crude oil and natural gas production output, countries like Iran, Qatar, and Russia enjoy some of the cheapest electricity prices in the world. Here, the average household pays less than 0.1 U.S. dollars per kilowatt-hour. In contrast, countries heavily reliant on fossil fuel imports for electricity generation are more vulnerable to market price fluctuations.

  12. T

    ELECTRICITY PRICE by Country Dataset

    • tradingeconomics.com
    csv, excel, json, xml
    Updated Sep 16, 2022
    + more versions
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    TRADING ECONOMICS (2022). ELECTRICITY PRICE by Country Dataset [Dataset]. https://tradingeconomics.com/country-list/electricity-price
    Explore at:
    csv, json, excel, xmlAvailable download formats
    Dataset updated
    Sep 16, 2022
    Dataset authored and provided by
    TRADING ECONOMICS
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    2025
    Area covered
    World
    Description

    This dataset provides values for ELECTRICITY PRICE reported in several countries. The data includes current values, previous releases, historical highs and record lows, release frequency, reported unit and currency.

  13. F

    Average Price: Electricity per Kilowatt-Hour in Los Angeles-Long...

    • fred.stlouisfed.org
    json
    Updated Jan 15, 2025
    + more versions
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    (2025). Average Price: Electricity per Kilowatt-Hour in Los Angeles-Long Beach-Anaheim, CA (CBSA) [Dataset]. https://fred.stlouisfed.org/series/APUS49A72610
    Explore at:
    jsonAvailable download formats
    Dataset updated
    Jan 15, 2025
    License

    https://fred.stlouisfed.org/legal/#copyright-public-domainhttps://fred.stlouisfed.org/legal/#copyright-public-domain

    Area covered
    California
    Description

    Graph and download economic data for Average Price: Electricity per Kilowatt-Hour in Los Angeles-Long Beach-Anaheim, CA (CBSA) (APUS49A72610) from Nov 1978 to Dec 2024 about Los Angeles, electricity, energy, urban, CA, retail, price, and USA.

  14. e

    U.S. Annual Commercial Electricity Rates (1990-2024)

    • electricchoice.com
    Updated Sep 12, 2025
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    ElectricChoice.com (2025). U.S. Annual Commercial Electricity Rates (1990-2024) [Dataset]. https://www.electricchoice.com/electricity-prices-by-state/historical/
    Explore at:
    Dataset updated
    Sep 12, 2025
    Dataset provided by
    ElectricChoice.com
    License

    CC0 1.0 Universal Public Domain Dedicationhttps://creativecommons.org/publicdomain/zero/1.0/
    License information was derived automatically

    Time period covered
    Jan 1, 1990 - Dec 31, 2024
    Area covered
    United States
    Variables measured
    Average commercial electricity rate (cents per kWh)
    Measurement technique
    Data compiled directly from historical rate filings and public data provided by individual electric utility companies across the United States.
    Description

    A dataset containing the average annual commercial electricity rates, in cents per kWh, for all 50 U.S. states and the District of Columbia from 1990 to 2024. Data is compiled from individual utility filings.

  15. M

    U.S. Electricity Prices | Historical Chart | Data | 1978-2025

    • macrotrends.net
    csv
    Updated Nov 30, 2025
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    MACROTRENDS (2025). U.S. Electricity Prices | Historical Chart | Data | 1978-2025 [Dataset]. https://www.macrotrends.net/datasets/3163/us-electricity-prices
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    csvAvailable download formats
    Dataset updated
    Nov 30, 2025
    Dataset authored and provided by
    MACROTRENDS
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    1978 - 2025
    Area covered
    United States
    Description

    U.S. Electricity Prices - Historical chart and current data through 2025.

  16. H

    Electricity Prices: U.S. vs Hawaii (Source: EIA)

    • opendata.hawaii.gov
    csv, json, rdf, xml
    Updated Feb 4, 2020
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    Aloha+ Challenge (2020). Electricity Prices: U.S. vs Hawaii (Source: EIA) [Dataset]. https://opendata.hawaii.gov/dataset/electricity-prices-u-s-vs-hawaii-source-eia
    Explore at:
    rdf, csv, json, xmlAvailable download formats
    Dataset updated
    Feb 4, 2020
    Dataset authored and provided by
    Aloha+ Challenge
    Area covered
    United States
    Description

    Electricity Prices: U.S. vs Hawaii (Source: EIA)

  17. U

    United States Electricity: Average Retail Price: EIA: Residential

    • ceicdata.com
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    CEICdata.com, United States Electricity: Average Retail Price: EIA: Residential [Dataset]. https://www.ceicdata.com/en/united-states/energy-price/electricity-average-retail-price-eia-residential
    Explore at:
    Dataset provided by
    CEICdata.com
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Feb 1, 2017 - Jan 1, 2018
    Area covered
    United States
    Variables measured
    Energy
    Description

    United States Electricity: Average Retail Price: EIA: Residential data was reported at 13.300 0.01 USD/kWh in Aug 2018. This records an increase from the previous number of 13.130 0.01 USD/kWh for Jul 2018. United States Electricity: Average Retail Price: EIA: Residential data is updated monthly, averaging 8.590 0.01 USD/kWh from Jul 1976 (Median) to Aug 2018, with 434 observations. The data reached an all-time high of 13.300 0.01 USD/kWh in Aug 2018 and a record low of 3.600 0.01 USD/kWh in Jan 1977. United States Electricity: Average Retail Price: EIA: Residential data remains active status in CEIC and is reported by Energy Information Administration. The data is categorized under Global Database’s United States – Table US.P002: Energy Price.

  18. T

    United States Energy Inflation

    • tradingeconomics.com
    • it.tradingeconomics.com
    • +13more
    csv, excel, json, xml
    Updated Oct 24, 2025
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    TRADING ECONOMICS (2025). United States Energy Inflation [Dataset]. https://tradingeconomics.com/united-states/energy-inflation
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    csv, json, excel, xmlAvailable download formats
    Dataset updated
    Oct 24, 2025
    Dataset authored and provided by
    TRADING ECONOMICS
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Jan 31, 1958 - Sep 30, 2025
    Area covered
    United States
    Description

    Energy Inflation in the United States increased to 2.80 percent in September from 0.20 percent in August of 2025. This dataset includes a chart with historical data for the United States Energy Inflation.

  19. U

    United States EIA Forecast: Electricity Price: Retail: Commercial Sector

    • ceicdata.com
    Updated Dec 15, 2019
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    CEICdata.com (2019). United States EIA Forecast: Electricity Price: Retail: Commercial Sector [Dataset]. https://www.ceicdata.com/en/united-states/energy-price-forecast-energy-information-administration/eia-forecast-electricity-price-retail-commercial-sector
    Explore at:
    Dataset updated
    Dec 15, 2019
    Dataset provided by
    CEICdata.com
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Jan 1, 2019 - Dec 1, 2019
    Area covered
    United States
    Description

    United States EIA Forecast: Electricity Price: Retail: Commercial Sector data was reported at 10.525 0.01 USD/kWh in Dec 2019. This records a decrease from the previous number of 10.693 0.01 USD/kWh for Nov 2019. United States EIA Forecast: Electricity Price: Retail: Commercial Sector data is updated monthly, averaging 10.623 0.01 USD/kWh from Mar 2016 (Median) to Dec 2019, with 46 observations. The data reached an all-time high of 11.168 0.01 USD/kWh in Sep 2019 and a record low of 9.844 0.01 USD/kWh in Jan 2017. United States EIA Forecast: Electricity Price: Retail: Commercial Sector data remains active status in CEIC and is reported by Energy Information Administration. The data is categorized under Global Database’s United States – Table US.P003: Energy Price: Forecast: Energy Information Administration.

  20. F

    Average Price: Electricity per Kilowatt-Hour in New York-Newark-Jersey City,...

    • fred.stlouisfed.org
    json
    Updated Jan 15, 2025
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    (2025). Average Price: Electricity per Kilowatt-Hour in New York-Newark-Jersey City, NY-NJ-PA (CBSA) [Dataset]. https://fred.stlouisfed.org/series/APUS12A72610
    Explore at:
    jsonAvailable download formats
    Dataset updated
    Jan 15, 2025
    License

    https://fred.stlouisfed.org/legal/#copyright-public-domainhttps://fred.stlouisfed.org/legal/#copyright-public-domain

    Area covered
    New York Metropolitan Area
    Description

    Graph and download economic data for Average Price: Electricity per Kilowatt-Hour in New York-Newark-Jersey City, NY-NJ-PA (CBSA) (APUS12A72610) from Nov 1978 to Dec 2024 about electricity, New York, energy, PA, NY, urban, retail, price, and USA.

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Alistair King (2024). U.S. Electricity Prices [Dataset]. https://www.kaggle.com/datasets/alistairking/electricity-prices
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U.S. Electricity Prices

U.S. Electricity Prices & Sales To Consumers (2001 - Now)

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zip(1553011 bytes)Available download formats
Dataset updated
Apr 7, 2024
Authors
Alistair King
License

https://www.usa.gov/government-works/https://www.usa.gov/government-works/

Area covered
United States
Description

US Electricity Prices and Sales by State, Sector, and Year

https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F8734253%2Fdba0dac3571f37e79f2891a6ffd80d5c%2Fus%20electric%20flag.png?generation=1712518711362350&alt=media" alt=""> This comprehensive dataset offers a detailed look at the United States electricity market, providing valuable insights into prices, sales, and revenue across various states, sectors, and years. With data spanning from 2001 onwards to 2024, this dataset is a powerful tool for analyzing the complex dynamics of the US electricity market and understanding how it has evolved over time.

The dataset includes eight key variables: | Column Name | Description | |-------|-------| | year | The year of the observation | | month | The month of the observation | | stateDescription | The name of the state | | sectorName | The sector of the electricity market (residential, commercial, industrial, other, or all sectors) | | customers | The number of customers (missing for some observations) | | price | The average price of electricity per kilowatt-hour (kWh) in cents | | revenue | The total revenue generated from electricity sales in millions of dollars | | sales | The total electricity sales in millions of kilowatt-hours (kWh) |

By providing such granular data, this dataset enables users to conduct in-depth analyses of electricity market trends, comparing prices and consumption patterns across different states and sectors, and examining the impact of seasonality on demand and prices.

One of the primary applications of this dataset is in forecasting future electricity prices and sales based on historical trends. By leveraging the extensive time series data available, researchers and analysts can develop sophisticated models to predict how prices and demand may change in the coming years, taking into account factors such as economic growth, population shifts, and policy changes. This predictive power is invaluable for policymakers, energy companies, and investors looking to make informed decisions in the rapidly evolving electricity market.

Another key use case for this dataset is in investigating the complex relationships between electricity prices, sales volumes, and revenue. By combining the price, sales, and revenue data, users can explore how changes in prices impact consumer behavior and utility company bottom lines. This analysis can shed light on important questions such as the price elasticity of electricity demand, the effectiveness of energy efficiency programs, and the potential impact of new technologies like renewable energy and energy storage on the market.

Beyond its immediate applications in the energy sector, this dataset also has broader implications for understanding the US economy and society as a whole. Electricity is a critical input for businesses and households across the country, and changes in electricity prices and consumption can have far-reaching effects on economic growth, competitiveness, and quality of life. By providing such a rich and detailed portrait of the US electricity market, this dataset opens up new avenues for research and insights that can inform public policy, business strategy, and academic inquiry.

I hope you all enjoy using this dataset and find it useful! 🤗

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