100+ datasets found
  1. Daily stock price indexes of oil and gas commodities 2020-2025

    • statista.com
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    Statista, Daily stock price indexes of oil and gas commodities 2020-2025 [Dataset]. https://www.statista.com/statistics/1343812/daily-stock-price-indexes-of-oil-and-gas-commodities/
    Explore at:
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Jan 2, 2020 - Feb 4, 2025
    Area covered
    Worldwide
    Description

    This statistic shows the stock prices of selected oil and gas commodities from January 2, 2020 to February 4, 2025. After the Russian invasion of Ukraine in February 2022, energy prices climbed significantly. The highest increase can be observed for natural gas, whose price peaked in August and September 2022. By the beginning of 2023, natural gas price started to decline.

  2. T

    Natural gas - Price Data

    • tradingeconomics.com
    • pt.tradingeconomics.com
    • +13more
    csv, excel, json, xml
    Updated May 26, 2017
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    TRADING ECONOMICS (2017). Natural gas - Price Data [Dataset]. https://tradingeconomics.com/commodity/natural-gas
    Explore at:
    csv, json, excel, xmlAvailable download formats
    Dataset updated
    May 26, 2017
    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
    Apr 3, 1990 - Jun 30, 2025
    Area covered
    World
    Description

    Natural gas fell to 3.66 USD/MMBtu on June 30, 2025, down 2.07% from the previous day. Over the past month, Natural gas's price has fallen 0.88%, but it is still 47.76% higher than a year ago, according to trading on a contract for difference (CFD) that tracks the benchmark market for this commodity. Natural gas - values, historical data, forecasts and news - updated on June of 2025.

  3. T

    Gasoline - Price Data

    • tradingeconomics.com
    • tr.tradingeconomics.com
    • +13more
    csv, excel, json, xml
    Updated Jun 30, 2025
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    TRADING ECONOMICS (2025). Gasoline - Price Data [Dataset]. https://tradingeconomics.com/commodity/gasoline
    Explore at:
    json, csv, xml, excelAvailable download formats
    Dataset updated
    Jun 30, 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
    Oct 3, 2005 - Jun 30, 2025
    Area covered
    World
    Description

    Gasoline fell to 2.06 USD/Gal on June 30, 2025, down 0.90% from the previous day. Over the past month, Gasoline's price has fallen 0.23%, and is down 19.84% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks the benchmark market for this commodity. Gasoline - values, historical data, forecasts and news - updated on June of 2025.

  4. T

    Advantage Oil & Gas | AAV - Stock Price | Live Quote | Historical Chart

    • tradingeconomics.com
    csv, excel, json, xml
    Updated Nov 2, 2015
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    TRADING ECONOMICS (2015). Advantage Oil & Gas | AAV - Stock Price | Live Quote | Historical Chart [Dataset]. https://tradingeconomics.com/aav:cn
    Explore at:
    csv, json, excel, xmlAvailable download formats
    Dataset updated
    Nov 2, 2015
    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 1, 2000 - Jul 1, 2025
    Area covered
    Canada
    Description

    Advantage Oil & Gas stock price, live market quote, shares value, historical data, intraday chart, earnings per share and news.

  5. k

    Is Natural Gas the Future? (Forecast)

    • kappasignal.com
    Updated Apr 17, 2024
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    KappaSignal (2024). Is Natural Gas the Future? (Forecast) [Dataset]. https://www.kappasignal.com/2024/04/is-natural-gas-future.html
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    Dataset updated
    Apr 17, 2024
    Dataset authored and provided by
    KappaSignal
    License

    https://www.kappasignal.com/p/legal-disclaimer.htmlhttps://www.kappasignal.com/p/legal-disclaimer.html

    Description

    This analysis presents a rigorous exploration of financial data, incorporating a diverse range of statistical features. By providing a robust foundation, it facilitates advanced research and innovative modeling techniques within the field of finance.

    Is Natural Gas the Future?

    Financial data:

    • Historical daily stock prices (open, high, low, close, volume)

    • Fundamental data (e.g., market capitalization, price to earnings P/E ratio, dividend yield, earnings per share EPS, price to earnings growth, debt-to-equity ratio, price-to-book ratio, current ratio, free cash flow, projected earnings growth, return on equity, dividend payout ratio, price to sales ratio, credit rating)

    • Technical indicators (e.g., moving averages, RSI, MACD, average directional index, aroon oscillator, stochastic oscillator, on-balance volume, accumulation/distribution A/D line, parabolic SAR indicator, bollinger bands indicators, fibonacci, williams percent range, commodity channel index)

    Machine learning features:

    • Feature engineering based on financial data and technical indicators

    • Sentiment analysis data from social media and news articles

    • Macroeconomic data (e.g., GDP, unemployment rate, interest rates, consumer spending, building permits, consumer confidence, inflation, producer price index, money supply, home sales, retail sales, bond yields)

    Potential Applications:

    • Stock price prediction

    • Portfolio optimization

    • Algorithmic trading

    • Market sentiment analysis

    • Risk management

    Use Cases:

    • Researchers investigating the effectiveness of machine learning in stock market prediction

    • Analysts developing quantitative trading Buy/Sell strategies

    • Individuals interested in building their own stock market prediction models

    • Students learning about machine learning and financial applications

    Additional Notes:

    • The dataset may include different levels of granularity (e.g., daily, hourly)

    • Data cleaning and preprocessing are essential before model training

    • Regular updates are recommended to maintain the accuracy and relevance of the data

  6. M

    Natural Gas Prices

    • macrotrends.net
    csv
    Updated Jun 30, 2025
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    MACROTRENDS (2025). Natural Gas Prices [Dataset]. https://www.macrotrends.net/2478/natural-gas-prices-historical-chart
    Explore at:
    csvAvailable download formats
    Dataset updated
    Jun 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
    1997 - 2025
    Area covered
    United States
    Description

    Interactive chart illustrating the history of Henry Hub natural gas prices. The prices shown are in U.S. dollars.

  7. k

    Will the Natural Gas Futures x3 Short Leveraged Index Ignite a Price Drop?...

    • kappasignal.com
    Updated Jul 12, 2024
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    KappaSignal (2024). Will the Natural Gas Futures x3 Short Leveraged Index Ignite a Price Drop? (Forecast) [Dataset]. https://www.kappasignal.com/2024/07/will-natural-gas-futures-x3-short.html
    Explore at:
    Dataset updated
    Jul 12, 2024
    Dataset authored and provided by
    KappaSignal
    License

    https://www.kappasignal.com/p/legal-disclaimer.htmlhttps://www.kappasignal.com/p/legal-disclaimer.html

    Description

    This analysis presents a rigorous exploration of financial data, incorporating a diverse range of statistical features. By providing a robust foundation, it facilitates advanced research and innovative modeling techniques within the field of finance.

    Will the Natural Gas Futures x3 Short Leveraged Index Ignite a Price Drop?

    Financial data:

    • Historical daily stock prices (open, high, low, close, volume)

    • Fundamental data (e.g., market capitalization, price to earnings P/E ratio, dividend yield, earnings per share EPS, price to earnings growth, debt-to-equity ratio, price-to-book ratio, current ratio, free cash flow, projected earnings growth, return on equity, dividend payout ratio, price to sales ratio, credit rating)

    • Technical indicators (e.g., moving averages, RSI, MACD, average directional index, aroon oscillator, stochastic oscillator, on-balance volume, accumulation/distribution A/D line, parabolic SAR indicator, bollinger bands indicators, fibonacci, williams percent range, commodity channel index)

    Machine learning features:

    • Feature engineering based on financial data and technical indicators

    • Sentiment analysis data from social media and news articles

    • Macroeconomic data (e.g., GDP, unemployment rate, interest rates, consumer spending, building permits, consumer confidence, inflation, producer price index, money supply, home sales, retail sales, bond yields)

    Potential Applications:

    • Stock price prediction

    • Portfolio optimization

    • Algorithmic trading

    • Market sentiment analysis

    • Risk management

    Use Cases:

    • Researchers investigating the effectiveness of machine learning in stock market prediction

    • Analysts developing quantitative trading Buy/Sell strategies

    • Individuals interested in building their own stock market prediction models

    • Students learning about machine learning and financial applications

    Additional Notes:

    • The dataset may include different levels of granularity (e.g., daily, hourly)

    • Data cleaning and preprocessing are essential before model training

    • Regular updates are recommended to maintain the accuracy and relevance of the data

  8. Daily stock price indexes of petroleum companies 2020-2024

    • statista.com
    Updated Sep 3, 2024
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    Statista (2024). Daily stock price indexes of petroleum companies 2020-2024 [Dataset]. https://www.statista.com/statistics/1343839/daily-stock-price-indexes-of-petroleum-companies/
    Explore at:
    Dataset updated
    Sep 3, 2024
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Jan 2, 2020 - Apr 15, 2024
    Area covered
    Worldwide
    Description

    This statistic shows the stock price development of selected petroleum companies from January 2, 2020 to April 15, 2024. After the Russian invasion of Ukraine in February 2022, oil prices increased sharply in the first quarter of 2022 since many countries depend on Russian oil. Petroleum companies highly benefited from inclined oil prices, and saw significant increases in their share prices.

  9. Natural gas commodity prices in Europe and the U.S. 1980-2024

    • statista.com
    • ai-chatbox.pro
    Updated Jun 4, 2025
    + more versions
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    Statista (2025). Natural gas commodity prices in Europe and the U.S. 1980-2024 [Dataset]. https://www.statista.com/statistics/252791/natural-gas-prices/
    Explore at:
    Dataset updated
    Jun 4, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    United States
    Description

    In 2024, the price of natural gas in Europe reached 11 constant U.S. dollars per million British thermal units, compared with 2.2 U.S. dollars in the U.S. This was a notable decrease compared to the previous year, which had seen a steep increase in prices due to an energy supply shortage exacerbated by the Russia-Ukraine war. Since 1980, natural gas prices have typically been higher in Europe than in the United States and are expected to remain so for the coming two years. This is due to the U.S. being a significantly larger natural gas producer than Europe. What is natural gas and why is it gaining ground in the energy market? Natural gas is commonly burned in power plants with combustion turbines that generate electricity or used as a heating fuel. Given the fact that the world’s energy demand continues to grow, natural gas was seen by some industry leaders as an acceptable "bridge-fuel" to overcome the use of more emission-intensive energy sources such as coal. Subsequently, natural gas has become the main fuel for electricity generation in the U.S., while the global gas power generation share has reached over 22 percent. How domestic production shapes U.S. natural gas prices The combination of hydraulic fracturing (“fracking”) and horizontal drilling can be regarded as one of the oil and gas industry’s biggest breakthroughs in decades, with the U.S. being the largest beneficiary. This technology has helped the industry release unprecedented quantities of gas from deposits, mainly shale and tar sands that were previously thought either inaccessible or uneconomic. It is forecast that U.S. shale gas production could reach 36 trillion cubic feet in 2050, up from 1.77 trillion cubic feet in 2000.

  10. T

    Northwest Natural Gas | NWN - Stock Price | Live Quote | Historical Chart

    • tradingeconomics.com
    csv, excel, json, xml
    + more versions
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    TRADING ECONOMICS (2015). Northwest Natural Gas | NWN - Stock Price | Live Quote | Historical Chart [Dataset]. https://tradingeconomics.com/nwn:us
    Explore at:
    csv, json, excel, xmlAvailable download formats
    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 1, 2000 - Jul 1, 2025
    Area covered
    United States
    Description

    Northwest Natural Gas stock price, live market quote, shares value, historical data, intraday chart, earnings per share and news.

  11. Gasoline report - pump price revenue shares

    • open.canada.ca
    • data.ontario.ca
    • +1more
    csv, html, xlsx
    Updated Jun 13, 2025
    + more versions
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    Government of Ontario (2025). Gasoline report - pump price revenue shares [Dataset]. https://open.canada.ca/data/en/dataset/4f6122d7-d3e5-41e2-8cfa-ba02ead9329e
    Explore at:
    xlsx, csv, htmlAvailable download formats
    Dataset updated
    Jun 13, 2025
    Dataset provided by
    Government of Ontariohttps://www.ontario.ca/
    License

    Open Government Licence - Canada 2.0https://open.canada.ca/en/open-government-licence-canada
    License information was derived automatically

    Description

    This dataset provides monthly, quarterly and annual average crude oil cost, Ontario gasoline tax, federal excise tax, HST, wholesale margin and retail margin based on Toronto pump price of regular unleaded gasoline. To view charts and current fuel price data you can also visit the motor fuel prices page. *[HST]: Harmonized Sales Tax

  12. Weekly Dutch TTF gas prices 2023-2025

    • statista.com
    • ai-chatbox.pro
    Updated Jun 24, 2025
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    Statista (2025). Weekly Dutch TTF gas prices 2023-2025 [Dataset]. https://www.statista.com/statistics/1267202/weekly-dutch-ttf-gas-futures/
    Explore at:
    Dataset updated
    Jun 24, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Jan 30, 2023 - Jun 23, 2025
    Area covered
    Europe
    Description

    Dutch TTF gas futures amounted to ***** euros per megawatt hour on June 23, 2025 for contracts with delivery in July 2025. Figures increased compared to the previous week and were higher than they had been a year prior. Dutch TTF is seen as a Europe-wide natural gas price benchmark. Europe more reliant on imports The Groningen gas field is the largest gas field in Europe and the major natural gas source in the Netherlands. In 2014, the first earthquake related to drilling the field occurred, and other seismic activities were also observed. Therefore, the Groningen field has drastically reduced its production output. Since then, natural gas production in the Netherlands has been in a trend of continuous decline. To balance the diminished domestic production, the European market relies on liquefied natural gas imports and pipeline inflow. LNG pricing across European regions The European gas market exhibits regional variations, as evidenced by LNG prices in different parts of the continent. The Southwest Europe LNG price is generally slightly higher than LNG prices in Northwest Europe. The latter reached around **** U.S. dollars per million British thermal units in mid-June 2025.

  13. T

    EU Natural Gas TTF - Price Data

    • tradingeconomics.com
    • it.tradingeconomics.com
    • +13more
    csv, excel, json, xml
    Updated Jun 26, 2025
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    TRADING ECONOMICS (2025). EU Natural Gas TTF - Price Data [Dataset]. https://tradingeconomics.com/commodity/eu-natural-gas
    Explore at:
    json, csv, xml, excelAvailable download formats
    Dataset updated
    Jun 26, 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
    Mar 12, 2010 - Jun 27, 2025
    Area covered
    World
    Description

    TTF Gas fell to 33.43 EUR/MWh on June 27, 2025, down 0.20% from the previous day. Over the past month, TTF Gas's price has fallen 8.48%, and is down 3.11% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks the benchmark market for this commodity. EU Natural Gas TTF - values, historical data, forecasts and news - updated on June of 2025.

  14. Global monthly natural gas price index 2020-2025

    • statista.com
    • ai-chatbox.pro
    Updated Jun 11, 2025
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    Statista (2025). Global monthly natural gas price index 2020-2025 [Dataset]. https://www.statista.com/statistics/1302994/monthly-natural-gas-price-index-worldwide/
    Explore at:
    Dataset updated
    Jun 11, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Jan 2020 - May 2025
    Area covered
    Worldwide
    Description

    The global natural gas price index stood at 182.56 index points in May 2025. Natural gas prices decreased that month as heating fuel demand continued to fall. The global price index takes into account indices from Europe, Japan, and the United States – some of the largest natural gas trading markets. The U.S. is the leading natural gas exporter in the world. Means of trading natural gas Liquefied natural gas (LNG) is the most common form of trading natural gas. Although piped gas is often the preferred choice for transportation between neighboring producing and consuming countries, seaborne trade as LNG has grown in market volume. This is in part thanks to high consumption in pipeline-inaccessible areas such Japan, Korea, and China, as well as the recent increase in LNG trade by European countries. Major natural gas price benchmarks The natural gas prices often used as global benchmarks are Europe’s Dutch TTF traded on the Intercontinental Exchange, Indonesian LNG in Japan, and the U.S. Henry Hub traded on the New York Mercantile Exchange. 2022 was an especially volatile year for natural gas prices, as supply was severely constrained following sanctions on Russian imports. Other reasons for recent spikes in gas prices are related to issues at refineries, changes in demand, and problems along seaborne supply routes.

  15. h

    daily-historical-stock-price-data-for-adani-total-gas-limited-20182025

    • huggingface.co
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    Khaled Ben Ali, daily-historical-stock-price-data-for-adani-total-gas-limited-20182025 [Dataset]. https://huggingface.co/datasets/khaledxbenali/daily-historical-stock-price-data-for-adani-total-gas-limited-20182025
    Explore at:
    Authors
    Khaled Ben Ali
    Description

    📈 Daily Historical Stock Price Data for Adani Total Gas Limited (2018–2025)

    A clean, ready-to-use dataset containing daily stock prices for Adani Total Gas Limited from 2018-11-05 to 2025-05-28. This dataset is ideal for use in financial analysis, algorithmic trading, machine learning, and academic research.

      🗂️ Dataset Overview
    

    Company: Adani Total Gas Limited Ticker Symbol: ATGL.NS Date Range: 2018-11-05 to 2025-05-28 Frequency: Daily Total Records: 1619 rows (one… See the full description on the dataset page: https://huggingface.co/datasets/khaledxbenali/daily-historical-stock-price-data-for-adani-total-gas-limited-20182025.

  16. M

    Fusion Fuel Green - 7 Year Stock Price History | HTOO

    • macrotrends.net
    csv
    Updated Jun 30, 2025
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    MACROTRENDS (2025). Fusion Fuel Green - 7 Year Stock Price History | HTOO [Dataset]. https://www.macrotrends.net/stocks/charts/HTOO/fusion-fuel-green/stock-price-history
    Explore at:
    csvAvailable download formats
    Dataset updated
    Jun 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
    2010 - 2025
    Area covered
    United States
    Description

    The latest closing stock price for Fusion Fuel Green as of June 10, 2025 is 0.31. An investor who bought $1,000 worth of Fusion Fuel Green stock at the IPO in 2018 would have $-967 today, roughly -1 times their original investment - a -38.69% compound annual growth rate over 7 years. The all-time high Fusion Fuel Green stock closing price was 25.27 on December 08, 2020. The Fusion Fuel Green 52-week high stock price is 1.10, which is 254.8% above the current share price. The Fusion Fuel Green 52-week low stock price is 0.20, which is 35.5% below the current share price. The average Fusion Fuel Green stock price for the last 52 weeks is 0.52. For more information on how our historical price data is adjusted see the Stock Price Adjustment Guide.

  17. h

    daily-historical-stock-price-data-for-gujarat-gas-limited-20152025

    • huggingface.co
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    Khaled Ben Ali, daily-historical-stock-price-data-for-gujarat-gas-limited-20152025 [Dataset]. https://huggingface.co/datasets/khaledxbenali/daily-historical-stock-price-data-for-gujarat-gas-limited-20152025
    Explore at:
    Authors
    Khaled Ben Ali
    Description

    📈 Daily Historical Stock Price Data for Gujarat Gas Limited (2015–2025)

    A clean, ready-to-use dataset containing daily stock prices for Gujarat Gas Limited from 2015-09-15 to 2025-05-28. This dataset is ideal for use in financial analysis, algorithmic trading, machine learning, and academic research.

      🗂️ Dataset Overview
    

    Company: Gujarat Gas Limited Ticker Symbol: GUJGASLTD.NS Date Range: 2015-09-15 to 2025-05-28 Frequency: Daily Total Records: 2391 rows (one per… See the full description on the dataset page: https://huggingface.co/datasets/khaledxbenali/daily-historical-stock-price-data-for-gujarat-gas-limited-20152025.

  18. M

    Fuel Tech - 32 Year Stock Price History | FTEK

    • macrotrends.net
    csv
    Updated Jun 30, 2025
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    MACROTRENDS (2025). Fuel Tech - 32 Year Stock Price History | FTEK [Dataset]. https://www.macrotrends.net/stocks/charts/FTEK/fuel-tech/stock-price-history
    Explore at:
    csvAvailable download formats
    Dataset updated
    Jun 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
    2010 - 2025
    Area covered
    United States
    Description

    The latest closing stock price for Fuel Tech as of June 20, 2025 is 2.14. An investor who bought $1,000 worth of Fuel Tech stock at the IPO in 1993 would have $-724 today, roughly -1 times their original investment - a -3.94% compound annual growth rate over 32 years. The all-time high Fuel Tech stock closing price was 37.93 on June 21, 2007. The Fuel Tech 52-week high stock price is 2.19, which is 2.3% above the current share price. The Fuel Tech 52-week low stock price is 0.87, which is 59.3% below the current share price. The average Fuel Tech stock price for the last 52 weeks is 1.08. For more information on how our historical price data is adjusted see the Stock Price Adjustment Guide.

  19. M

    RGC Resources - 31 Year Stock Price History | RGCO

    • macrotrends.net
    csv
    Updated Jun 30, 2025
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    MACROTRENDS (2025). RGC Resources - 31 Year Stock Price History | RGCO [Dataset]. https://www.macrotrends.net/stocks/charts/RGCO/rgc-resources/stock-price-history
    Explore at:
    csvAvailable download formats
    Dataset updated
    Jun 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
    2010 - 2025
    Area covered
    United States
    Description

    The latest closing stock price for RGC Resources as of June 06, 2025 is 20.70. An investor who bought $1,000 worth of RGC Resources stock at the IPO in 1994 would have $17,735 today, roughly 18 times their original investment - a 9.91% compound annual growth rate over 31 years. The all-time high RGC Resources stock closing price was 24.97 on July 03, 2019. The RGC Resources 52-week high stock price is 24.20, which is 16.9% above the current share price. The RGC Resources 52-week low stock price is 19.05, which is 8% below the current share price. The average RGC Resources stock price for the last 52 weeks is 20.80. For more information on how our historical price data is adjusted see the Stock Price Adjustment Guide.

  20. k

    Summer Road Trips Feeling the Burn as Gas Prices Soar (Forecast)

    • kappasignal.com
    Updated May 27, 2023
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    KappaSignal (2023). Summer Road Trips Feeling the Burn as Gas Prices Soar (Forecast) [Dataset]. https://www.kappasignal.com/2023/05/summer-road-trips-feeling-burn-as-gas.html
    Explore at:
    Dataset updated
    May 27, 2023
    Dataset authored and provided by
    KappaSignal
    License

    https://www.kappasignal.com/p/legal-disclaimer.htmlhttps://www.kappasignal.com/p/legal-disclaimer.html

    Description

    This analysis presents a rigorous exploration of financial data, incorporating a diverse range of statistical features. By providing a robust foundation, it facilitates advanced research and innovative modeling techniques within the field of finance.

    Summer Road Trips Feeling the Burn as Gas Prices Soar

    Financial data:

    • Historical daily stock prices (open, high, low, close, volume)

    • Fundamental data (e.g., market capitalization, price to earnings P/E ratio, dividend yield, earnings per share EPS, price to earnings growth, debt-to-equity ratio, price-to-book ratio, current ratio, free cash flow, projected earnings growth, return on equity, dividend payout ratio, price to sales ratio, credit rating)

    • Technical indicators (e.g., moving averages, RSI, MACD, average directional index, aroon oscillator, stochastic oscillator, on-balance volume, accumulation/distribution A/D line, parabolic SAR indicator, bollinger bands indicators, fibonacci, williams percent range, commodity channel index)

    Machine learning features:

    • Feature engineering based on financial data and technical indicators

    • Sentiment analysis data from social media and news articles

    • Macroeconomic data (e.g., GDP, unemployment rate, interest rates, consumer spending, building permits, consumer confidence, inflation, producer price index, money supply, home sales, retail sales, bond yields)

    Potential Applications:

    • Stock price prediction

    • Portfolio optimization

    • Algorithmic trading

    • Market sentiment analysis

    • Risk management

    Use Cases:

    • Researchers investigating the effectiveness of machine learning in stock market prediction

    • Analysts developing quantitative trading Buy/Sell strategies

    • Individuals interested in building their own stock market prediction models

    • Students learning about machine learning and financial applications

    Additional Notes:

    • The dataset may include different levels of granularity (e.g., daily, hourly)

    • Data cleaning and preprocessing are essential before model training

    • Regular updates are recommended to maintain the accuracy and relevance of the data

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Statista, Daily stock price indexes of oil and gas commodities 2020-2025 [Dataset]. https://www.statista.com/statistics/1343812/daily-stock-price-indexes-of-oil-and-gas-commodities/
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Daily stock price indexes of oil and gas commodities 2020-2025

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Dataset authored and provided by
Statistahttp://statista.com/
Time period covered
Jan 2, 2020 - Feb 4, 2025
Area covered
Worldwide
Description

This statistic shows the stock prices of selected oil and gas commodities from January 2, 2020 to February 4, 2025. After the Russian invasion of Ukraine in February 2022, energy prices climbed significantly. The highest increase can be observed for natural gas, whose price peaked in August and September 2022. By the beginning of 2023, natural gas price started to decline.

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