100+ datasets found
  1. West Texas Intermediate oil price forecast 2022-2026

    • statista.com
    Updated Aug 13, 2025
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    Statista (2025). West Texas Intermediate oil price forecast 2022-2026 [Dataset]. https://www.statista.com/statistics/206764/forecast-for-west-texas-intermediate-crude-oil-prices/
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    Dataset updated
    Aug 13, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Aug 2025
    Area covered
    United States, Texas
    Description

    The annual price of West Texas Intermediate (WTI) crude oil is expected to reach an average of 63.58 U.S. dollars per barrel in 2025, according to an August 2025 forecast. This would be a decrease of roughly 13 U.S. dollar compared to the previous year. In the first eight months of 2025, weekly crude oil prices largely stayed below 70 U.S. dollars per barrel amid trade tariffs and an expected economic downturn. What are benchmark crudes? WTI is often used as a price reference point called a benchmark (or ”marker”) crude. This category includes Brent crude from the North Sea, Dubai Crude, as well as blends in the OPEC reference basket. WTI, Brent, and the OPEC basket have tended to trade closely, but since 2011, Brent has been selling at a higher annual spot price than WTI, largely due to increased oil production in the United States. What causes price volatility? Oil prices are historically volatile. While mostly shaped by demand and supply like all consumer goods, they may also be affected by production limits, a change in U.S. dollar value, and to an extent by market speculation. In 2022, the annual average price for WTI was close to the peak of nearly 100 U.S. dollars recorded in 2008. In the latter year, multiple factors, such as strikes in Nigeria, an oil sale stop in Venezuela, and the continuous increase in oil demand from China were partly responsible for the price surge. Higher oil prices allowed the pursuit of extraction methods previously deemed too expensive and risky, such as shale gas and tight oil production in the U.S. The widespread practice of fracturing source rocks for oil and gas extraction led to the oil glut in 2016 and made the U.S. the largest oil producer in the world.

  2. T

    Crude Oil - Price Data

    • tradingeconomics.com
    • ar.tradingeconomics.com
    • +14more
    csv, excel, json, xml
    Updated Dec 2, 2025
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    TRADING ECONOMICS (2025). Crude Oil - Price Data [Dataset]. https://tradingeconomics.com/commodity/crude-oil
    Explore at:
    csv, json, xml, excelAvailable download formats
    Dataset updated
    Dec 2, 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 30, 1983 - Dec 2, 2025
    Area covered
    World
    Description

    Crude Oil fell to 59.17 USD/Bbl on December 2, 2025, down 0.25% from the previous day. Over the past month, Crude Oil's price has fallen 3.08%, and is down 15.40% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks the benchmark market for this commodity. Crude Oil - values, historical data, forecasts and news - updated on December of 2025.

  3. Brent oil price forecast 2022-2026

    • statista.com
    Updated Aug 13, 2025
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    Statista (2025). Brent oil price forecast 2022-2026 [Dataset]. https://www.statista.com/statistics/409404/forecast-for-uk-brent-crude-oil-prices/
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    Dataset updated
    Aug 13, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Aug 2025
    Area covered
    Europe
    Description

    Brent crude oil is projected to have an average annual spot price of 67.22 U.S. dollars per barrel in 2025, according to a forecast from May 2025. This would mean a decrease of more than 13 U.S. dollars compared to the previous year and also reflect a reduced forecast WTI crude oil price. Lower economic activity, an increase in OPEC+ production output, and uncertainty over trade tariffs all impacted price forecasting. All about Brent Also known as Brent Blend, London Brent, and Brent petroleum, Brent Crude is a crude oil benchmark named after the exploration site in the North Sea's Brent oilfield. It is a sweet light crude oil but slightly heavier than West Texas Intermediate. In this context, sweet refers to a low sulfur content and light refers to a relatively low density when compared to other crude oil benchmarks. Price development in the 2020s Oil prices are volatile, impacted by consumer demand and discoveries of new oilfields, new extraction methods such as fracking, and production caps routinely placed by OPEC on its member states. The price for Brent crude oil stood at an average of just 42 U.S. dollars in 2020, when the coronavirus pandemic resulted in a sudden demand drop. Two years later, sanctions on Russian energy imports had pushed up prices to a new decade-high, above 100 U.S. dollars per barrel.

  4. S

    Brent Oil Price Forecast

    • indexbox.io
    doc, docx, pdf, xls +1
    Updated Dec 1, 2025
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    IndexBox Inc. (2025). Brent Oil Price Forecast [Dataset]. https://www.indexbox.io/search/brent-oil-price-forecast/
    Explore at:
    pdf, xlsx, xls, doc, docxAvailable download formats
    Dataset updated
    Dec 1, 2025
    Dataset authored and provided by
    IndexBox Inc.
    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, 2012 - Dec 2, 2025
    Area covered
    World
    Variables measured
    Price CIF, Price FOB, Export Value, Import Price, Import Value, Export Prices, Export Volume, Import Volume
    Description

    Explore the dynamic factors influencing Brent crude oil prices, including geopolitical tensions, supply-demand shifts, economic trends, and technological advancements. This comprehensive analysis highlights how these elements shape future price forecasts.

  5. T

    Brent crude oil - Price Data

    • tradingeconomics.com
    • zh.tradingeconomics.com
    • +13more
    csv, excel, json, xml
    Updated Dec 2, 2025
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    TRADING ECONOMICS (2025). Brent crude oil - Price Data [Dataset]. https://tradingeconomics.com/commodity/brent-crude-oil
    Explore at:
    xml, csv, excel, jsonAvailable download formats
    Dataset updated
    Dec 2, 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
    Apr 15, 1970 - Dec 2, 2025
    Area covered
    World
    Description

    Brent fell to 63.05 USD/Bbl on December 2, 2025, down 0.19% from the previous day. Over the past month, Brent's price has fallen 2.84%, and is down 14.36% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks the benchmark market for this commodity. Brent crude oil - values, historical data, forecasts and news - updated on December of 2025.

  6. S

    Wti Oil Forecast

    • indexbox.io
    doc, docx, pdf, xls +1
    Updated Nov 1, 2025
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    IndexBox Inc. (2025). Wti Oil Forecast [Dataset]. https://www.indexbox.io/search/wti-oil-forecast/
    Explore at:
    xls, xlsx, pdf, docx, docAvailable download formats
    Dataset updated
    Nov 1, 2025
    Dataset authored and provided by
    IndexBox Inc.
    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, 2012 - Nov 30, 2025
    Area covered
    World
    Variables measured
    Price CIF, Price FOB, Export Value, Import Price, Import Value, Export Prices, Export Volume, Import Volume
    Description

    The WTI oil forecast is a projection of the future price movement of West Texas Intermediate (WTI) crude oil. Traders, investors, and analysts closely monitor these forecasts to make informed decisions regarding oil-related investments and trading strategies. Factors such as supply and demand dynamics, geopolitical events, economic indicators, and weather conditions influence the WTI oil forecast. Different analysis methods including technical analysis, fundamental analysis, and sentiment analysis are used

  7. Weekly oil prices in Brent, OPEC basket, and WTI futures 2020-2025

    • statista.com
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    Statista, Weekly oil prices in Brent, OPEC basket, and WTI futures 2020-2025 [Dataset]. https://www.statista.com/statistics/326017/weekly-crude-oil-prices/
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    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Jan 6, 2020 - Oct 27, 2025
    Area covered
    Worldwide
    Description

    On October 27, 2025, the Brent crude oil price stood at 65.14 U.S. dollars per barrel, compared to 61.31 U.S. dollars for WTI oil and 67.54 U.S. dollars for the OPEC basket. Oil prices rose slightly that week.Europe's Brent crude oil, the U.S. WTI crude oil, and OPEC's basket are three of the most important benchmarks used by traders as reference for global oil and gasoline prices. Lowest ever oil prices during coronavirus pandemic In 2020, the coronavirus pandemic resulted in crude oil prices hitting a major slump as oil demand drastically declined following lockdowns and travel restrictions. Initial outlooks and uncertainty surrounding the course of the pandemic brought about a disagreement between two of the largest oil producers, Russia and Saudi Arabia, in early March. Bilateral talks between global oil producers ended in agreement on April 13th, with promises to cut petroleum output and hopes rising that these might help stabilize the oil price in the coming weeks. However, with storage facilities and oil tankers quickly filling up, fears grew over where to store excess oil, leading to benchmark prices seeing record negative prices between April 20 and April 22, 2020. How crude oil prices are determined As with most commodities, crude oil prices are impacted by supply and demand, as well as inventories and market sentiment. However, as oil is most often traded in future contracts (where a contract is agreed upon while product delivery will follow in the next two to three months), market speculation is one of the principal determinants for oil prices. Traders make conclusions on how production output and consumer demand will likely develop over the coming months, leaving room for uncertainty. Spot prices differ from futures in so far as they reflect the current market price of a commodity.

  8. T

    Heating oil - Price Data

    • tradingeconomics.com
    • zh.tradingeconomics.com
    • +13more
    csv, excel, json, xml
    Updated Dec 2, 2025
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    TRADING ECONOMICS (2025). Heating oil - Price Data [Dataset]. https://tradingeconomics.com/commodity/heating-oil
    Explore at:
    excel, csv, xml, jsonAvailable download formats
    Dataset updated
    Dec 2, 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 2, 1980 - Dec 2, 2025
    Area covered
    World
    Description

    Heating Oil rose to 2.35 USD/Gal on December 2, 2025, up 0.21% from the previous day. Over the past month, Heating Oil's price has fallen 2.25%, but it is still 6.31% higher than a year ago, according to trading on a contract for difference (CFD) that tracks the benchmark market for this commodity. Heating oil - values, historical data, forecasts and news - updated on December of 2025.

  9. T

    Palm Oil - Price Data

    • tradingeconomics.com
    • fa.tradingeconomics.com
    • +14more
    csv, excel, json, xml
    Updated Dec 2, 2025
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    TRADING ECONOMICS (2025). Palm Oil - Price Data [Dataset]. https://tradingeconomics.com/commodity/palm-oil
    Explore at:
    csv, excel, json, xmlAvailable download formats
    Dataset updated
    Dec 2, 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 23, 1980 - Dec 2, 2025
    Area covered
    World
    Description

    Palm Oil rose to 4,134 MYR/T on December 2, 2025, up 1.00% from the previous day. Over the past month, Palm Oil's price has risen 0.46%, but it is still 18.56% lower than a year ago, according to trading on a contract for difference (CFD) that tracks the benchmark market for this commodity. Palm Oil - values, historical data, forecasts and news - updated on December of 2025.

  10. Oil prices forecast in the UK 2019-2031

    • statista.com
    Updated Apr 25, 2014
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    Statista (2014). Oil prices forecast in the UK 2019-2031 [Dataset]. https://www.statista.com/statistics/374961/united-kingdom-uk-oil-price-forecast-in-gbp/
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    Dataset updated
    Apr 25, 2014
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    United Kingdom
    Description

    As of the third quarter of 2025, oil prices in the United Kingdom stood at 68.1 dollars per barrel, with prices expected to fall to 65 dollars a barrel in the fourth quarter of the year.

  11. Data from: Recent movement of oil prices and future scenarios

    • scielo.figshare.com
    xls
    Updated Jun 3, 2023
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    Fernando Antonio Lucena Aiube; Ariel Levy (2023). Recent movement of oil prices and future scenarios [Dataset]. http://doi.org/10.6084/m9.figshare.8127605.v1
    Explore at:
    xlsAvailable download formats
    Dataset updated
    Jun 3, 2023
    Dataset provided by
    SciELOhttp://www.scielo.org/
    Authors
    Fernando Antonio Lucena Aiube; Ariel Levy
    License

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

    Description

    Abstract The recent movement of oil prices has brought many forecasts about what is coming in the near future. This is natural since the plunge in prices has been dramatic after 2014 and oil is an essential source of energy worldwide. This paper examines the probabilities of spot price scenarios. We model prices through stochastic processes focusing on the Schwartz-Smith model. The calibration is based on the term structure of future prices. Since the conditional distribution is log-normal we define the probability of a certain value of the spot price in a given time horizon. We found that the recovery of crude oil prices will be slow in the next four years. Moreover, the scenario of prices under US$ 20/barrel has the same probability as being greater than US$ 50/barrel. The methodology has many applications, mainly for government planning and for oil companies in their capital budget decisions.

  12. Crude Palm Oil Price Trend and Forecast

    • procurementresource.com
    Updated Jul 28, 2022
    + more versions
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    Procurement Resource (2022). Crude Palm Oil Price Trend and Forecast [Dataset]. https://www.procurementresource.com/resource-center/crude-palm-oil-price-trends
    Explore at:
    pdf, excel, csv, pptAvailable download formats
    Dataset updated
    Jul 28, 2022
    Dataset provided by
    Authors
    Procurement Resource
    License

    https://www.procurementresource.com/privacy-policyhttps://www.procurementresource.com/privacy-policy

    Time period covered
    Jan 1, 2014 - Nov 30, 2027
    Area covered
    Asia, North America, Middle East & Africa, Europe, Latin America
    Description

    Get the latest insights on price movement and trend analysis of Crude Palm Oil in different regions across the world (Asia, Europe, North America, Latin America, and the Middle East Africa).

  13. Forecast Oil Price

    • indexbox.io
    doc, docx, pdf, xls +1
    Updated Nov 1, 2025
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    IndexBox Inc. (2025). Forecast Oil Price [Dataset]. https://www.indexbox.io/search/forecast-oil-price/
    Explore at:
    pdf, xls, docx, doc, xlsxAvailable download formats
    Dataset updated
    Nov 1, 2025
    Dataset provided by
    IndexBox
    Authors
    IndexBox Inc.
    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, 2012 - Nov 20, 2025
    Area covered
    World
    Variables measured
    Price CIF, Price FOB, Export Value, Import Price, Import Value, Export Prices, Export Volume, Import Volume
    Description

    The forecast for oil prices is subject to various factors and uncertainties, making it challenging to provide a precise and accurate prediction. Analysts and organizations continually monitor market trends and employ various methodologies to estimate future oil prices. Global supply and demand dynamics, financial markets, technological advancements, and government policies all impact oil prices. Creating reliable forecasts involves fundamental analysis, statistical models, expert opinions, and market insigh

  14. y

    New England Residential Heating Oil Price

    • ycharts.com
    html
    Updated Nov 26, 2025
    + more versions
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    Energy Information Administration (2025). New England Residential Heating Oil Price [Dataset]. https://ycharts.com/indicators/new_england_residential_heating_oil_price
    Explore at:
    htmlAvailable download formats
    Dataset updated
    Nov 26, 2025
    Dataset provided by
    YCharts
    Authors
    Energy Information Administration
    License

    https://www.ycharts.com/termshttps://www.ycharts.com/terms

    Time period covered
    Oct 1, 1990 - Nov 24, 2025
    Area covered
    United States
    Variables measured
    New England Residential Heating Oil Price
    Description

    View weekly updates and historical trends for New England Residential Heating Oil Price. from United States. Source: Energy Information Administration. Tr…

  15. S

    Sunflower Oil Price Trend and Forecast

    • procurementresource.com
    Updated Jul 28, 2022
    + more versions
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    Procurement Resource (2022). Sunflower Oil Price Trend and Forecast [Dataset]. https://www.procurementresource.com/resource-center/sunflower-oil-price-trends
    Explore at:
    pdf, excel, csv, pptAvailable download formats
    Dataset updated
    Jul 28, 2022
    Dataset authored and provided by
    Procurement Resource
    License

    https://www.procurementresource.com/privacy-policyhttps://www.procurementresource.com/privacy-policy

    Time period covered
    Jan 1, 2014 - Dec 2, 2027
    Area covered
    Europe, Latin America
    Description

    Get the latest insights on price movement and trend analysis of Sunflower Oil in different regions across the world (Asia, Europe, North America, Latin America, and the Middle East Africa).

  16. Fuel Oil Market by Application and Geography - Forecast and Analysis...

    • technavio.com
    pdf
    Updated Aug 27, 2020
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    Technavio (2020). Fuel Oil Market by Application and Geography - Forecast and Analysis 2020-2024 [Dataset]. https://www.technavio.com/report/fuel-oil-market-industry-analysis
    Explore at:
    pdfAvailable download formats
    Dataset updated
    Aug 27, 2020
    Dataset provided by
    TechNavio
    Authors
    Technavio
    License

    https://www.technavio.com/content/privacy-noticehttps://www.technavio.com/content/privacy-notice

    Time period covered
    2019 - 2024
    Description

    Snapshot img { margin: 10px !important; } The fuel oil market size will decrease by USD 84.77 billion during 2020-2024. This report provides a detailed analysis of the market by application (marine, industrial, and others) and geography (APAC, Europe, MEA, North America, and South America). Also, the report analyzes the market’s competitive landscape and offers information on several market vendors, including BP Plc, Chevron Corp., Exxon Mobil Corp., JXTG Holdings Inc., PJSC LUKOIL, PT Pertamina(Persero), Qatar Petroleum, Reliance Industries Ltd., Royal Dutch Shell Plc, and SK Innovation Co. Ltd.

    Market Overview

    Browse TOC and LoE with selected illustrations and example pages of Fuel Oil Market

    Request a FREE sample now!

    Market Competitive Analysis

    The fuel oil market is fragmented with numerous vendors that produce and supply fuel oil to customers. Vendors need to make high capital investments to remain competitive in the market. BP Plc, Chevron Corp., and Exxon Mobil Corp. are some of the major market participants. Although the rise in world energy demand will offer immense growth opportunities, the fluctuations in crude oil prices will challenge the growth of the market participants. To make the most of the opportunities, market vendors should focus more on the growth prospects in the fast-growing segments, while maintaining their positions in the slow-growing segments.

    To help clients improve their market position, this fuel oil market forecast report provides a detailed analysis of the market leaders and offers information on the competencies and capacities of these companies. The report also covers details on the market’s competitive landscape and offers information on the products offered by various companies. Moreover, this fuel oil market analysis report also provides information on the upcoming trends and challenges that will influence market growth. This will help companies create strategies to make the most of future growth opportunities.

    This report provides information on the production, sustainability, and prospects of several leading companies, including:

    BP Plc
    Chevron Corp.
    Exxon Mobil Corp.
    JXTG Holdings Inc.
    PJSC LUKOIL
    PT Pertamina(Persero)
    Qatar Petroleum
    Reliance Industries Ltd.
    Royal Dutch Shell Plc
    SK Innovation Co. Ltd.
    

    Fuel Oil Market: Segmentation by Application

    Request for a FREE sample and Get more information on the market contribution of various segments

    The primary requirement of any marine engine is to propel the ship or generate onsite power by using the energy obtained from burning fuel oil. The mega marine engines of ships burn tons of fuel every day to propel the massively loaded ships. The rise in demand for bunker fuel oil due to the growing seaborne trade and growing naval activities will drive the demand for fuel oil for marine.

    However, market growth in this segment will be slower than the growth of the market in the industrial and other segments. This report provides an accurate prediction of the contribution of all the segments to the growth of the fuel oil market size.

    Fuel Oil Market: Segmentation by Geography

    For more insights on the market share of various regions Request for a FREE sample now!

    North America will offer several growth opportunities to market vendors during the forecast period. The strong consumption of space heating fuel, growing refinery capacity, and proliferating marine trade will significantly influence fuel oil market growth in this region over the forecast period. The US is a key market for fuel oil in North America.

    Fuel Oil Market: Key Drivers and Trends

    The fluctuation in oil prices has affected the business of several oil and gas companies and refinancing companies. As a result, crude oil processing projects generate less revenue and many oil and gas companies suspend or postpone their exploration and production projects. Fluctuations in crude oil prices also impact investments in E&P and refining projects. Such factors will result in a slowdown in the growth of the global fuel oil market during the forecast period.

    The adoption of blockchain in the oil and gas industry helps in overcoming several issues including the complexity of logistics, high fuel prices, and environmental pollution. Blockchain platforms facilitate secure and faster transactions between the entities and maintain transparency. Blockchain also helps in reducing cash cycle time and intermediary costs. These benefits will result in an increase in the adoption of blockchain to enhance the overall operational efficiency of the existing refineries. As a result of such factors, the fuel oil market will register a CAGR of (13)% during the forecast period.

    Request for a FREE sample

    Fuel Oil Market: Key Highlights of the Report for 2020-2024

    CAGR of the market during the forecast period 2020-2024
    Detailed information on factors that will drive fuel oil market growth during the next five years
    Precise estimation of the f
    
  17. Forecast global oil surplus 2025, by select forecast center

    • statista.com
    Updated Jul 18, 2025
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    Statista (2025). Forecast global oil surplus 2025, by select forecast center [Dataset]. https://www.statista.com/statistics/1556944/global-oil-surplus-outlook-by-forecast-center/
    Explore at:
    Dataset updated
    Jul 18, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2025
    Area covered
    Worldwide
    Description

    The IEA is the energy institute expecting the highest oil surplus for 2025. As demand outlooks remain modest, robust production output throughout 2024 is expected to result in some form of oil surplus, which would also impact oil prices. Woodmac was the only energy institute surveyed that did not see a surplus for the year. Production growth amid lower demand expectations The expected surplus in 2025 is largely attributed to non-OPEC production growth from major producers such as the United States and newcomers like Guyana. Overall, worldwide liquid fuels production could see a steep increase in the first half of 2025, if producers like OPEC stick to their output plans. This would come in spite of modest consumption expectations. Again, the IEA is the institute predicting the lowest growth in global oil demand when compared to other industry bodies such as the EIA and OPEC. Forecasting centers diverge in opinion on oil future Not only near-term, also long-term oil demand projections have become increasingly divergent among major energy institutions. OPEC's 2024 outlook expects global oil demand to surpass *** million barrels per day by 2030, while the IEA's stated policies scenario anticipates demand reaching only ***** million barrels per day in the same year. Diesel and gasoil currently account for the largest share of oil product demand at ***** percent, though this is expected to decrease slightly by 2050. Jet fuel and kerosene are projected to see the greatest increase in demand shares over the coming decades.

  18. d

    Replication data for: Stochastic and Deterministic Modeling of the Future...

    • search.dataone.org
    • borealisdata.ca
    Updated Dec 28, 2023
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    Yarmand,Shahram (2023). Replication data for: Stochastic and Deterministic Modeling of the Future Price of Crude oil and Bottled Water [Dataset]. http://doi.org/10.5683/SP2/VPF8J8
    Explore at:
    Dataset updated
    Dec 28, 2023
    Dataset provided by
    Borealis
    Authors
    Yarmand,Shahram
    Time period covered
    Sep 10, 2017 - Dec 17, 2017
    Description

    Deterministic and stochastic are two methods for modeling of crude oil and bottled water market. Forecasting the price of the market directly affected energy producer and water user.There are two software, Tableau and Python, which are utilized to model and visualize both markets for the aim of estimating possible price in the future.The role of those software is to provide an optimal alternative with different methods (deterministic versus stochastic). The base of predicted price in Tableau is deterministic—global optimization and time series. In contrast, Monte Carlo simulation as a stochastic method is modeled by Python software. The purpose of the project is, first, to predict the price of crude oil and bottled water with stochastic (Monte Carlo simulation) and deterministic (Tableau software),second, to compare the prices in a case study of Crude Oil Prices: West Texas Intermediate (WTI) and the U.S. bottled water. 1. Introduction Predicting stock and stock price index is challenging due to uncertainties involved. We can analyze with a different aspect; the investors perform before investing in a stock or the evaluation of stocks by means of studying statistics generated by market activity such as past prices and volumes. The data analysis attempt to identify stock patterns and trends that may predict the estimation price in the future. Initially, the classical regression (deterministic) methods were used to predict stock trends; furthermore, the uncertainty (stochastic) methods were used to forecast as same as deterministic. According to Deterministic versus stochastic volatility: implications for option pricing models (1997), Paul Brockman & Mustafa Chowdhury researched that the stock return volatility is deterministic or stochastic. They reported that “Results reported herein add support to the growing literature on preference-based stochastic volatility models and generally reject the notion of deterministic volatility” (Pag.499). For this argument, we need to research for modeling forecasting historical data with two software (Tableau and Python). In order to forecast analyze Tableau feature, the software automatically chooses the best of up to eight models which generates the highest quality forecast. According to the manual of Tableau , Tableau assesses forecast quality optimize the smoothing of each model. The optimization model is global. The main part of the model is a taxonomy of exponential smoothing that analyzes the best eight models with enough data. The real- world data generating process is a part of the forecast feature and to support deterministic method. Therefore, Tableau forecast feature is illustrated the best possible price in the future by deterministic (time – series and prices). Monte Carlo simulation (MCs) is modeled by Python, which is predicted the floating stock market index . Forecasting the stock market by Monte Carlo demonstrates in mathematics to solve various problems by generating suitable random numbers and observing that fraction of the numbers that obeys some property or properties. The method utilizes to obtain numerical solutions to problems too complicated to solve analytically. It randomly generates thousands of series representing potential outcomes for possible returns. Therefore, the variable price is the base of a random number between possible spot price between 2002-2016 that present a stochastic method.

  19. F

    Palm Oil Market - Size, Share, and Forecast 2025 to 2035

    • futuremarketinsights.com
    html, pdf
    Updated Jul 1, 2025
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    Nandini Roy Choudhury (2025). Palm Oil Market - Size, Share, and Forecast 2025 to 2035 [Dataset]. https://www.futuremarketinsights.com/reports/palm-oil-market
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    pdf, htmlAvailable download formats
    Dataset updated
    Jul 1, 2025
    Authors
    Nandini Roy Choudhury
    License

    https://www.futuremarketinsights.com/privacy-policyhttps://www.futuremarketinsights.com/privacy-policy

    Time period covered
    2025 - 2035
    Area covered
    Worldwide
    Description

    The global palm oil market is expected to grow from USD 76.8 billion in 2025 to USD 119.1 billion by 2035, reflecting a CAGR of 4.5%.

    AttributesDescription
    Estimated Market Size (2025E)USD 76.8 billion
    Projected Market Value (2035F)USD 119.1 billion
    Value-based CAGR (2025 to 2035)4.5%

    Semi-Annual Market Update

    ParticularValue CAGR
    H1 (2024 to 2034)4.2%
    H2 (2024 to 2034)4.3%
    H1 (2025 to 2035)4.3%
    H2 (2025 to 2035)4.5%

    Country-Wise Insights

    CountriesCAGR 2025 to 2035
    USA4.5%
    Germany5.0%
    China3.4%
    Japan3.7%
    India4.0%
  20. S

    Crude Oil Stock Price Forecast

    • indexbox.io
    doc, docx, pdf, xls +1
    Updated Dec 1, 2025
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    IndexBox Inc. (2025). Crude Oil Stock Price Forecast [Dataset]. https://www.indexbox.io/search/crude-oil-stock-price-forecast/
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    docx, pdf, doc, xls, xlsxAvailable download formats
    Dataset updated
    Dec 1, 2025
    Dataset authored and provided by
    IndexBox Inc.
    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, 2012 - Dec 3, 2025
    Area covered
    World
    Variables measured
    Price CIF, Price FOB, Export Value, Import Price, Import Value, Export Prices, Export Volume, Import Volume
    Description

    Crude oil stock price forecast is a prediction of the future movement and value of stock prices in the crude oil industry. This article explains the methods used in forecasting, such as time series analysis, regression analysis, and machine learning, and emphasizes the importance of considering multiple forecast models and consulting with financial experts for more accurate predictions.

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Statista (2025). West Texas Intermediate oil price forecast 2022-2026 [Dataset]. https://www.statista.com/statistics/206764/forecast-for-west-texas-intermediate-crude-oil-prices/
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West Texas Intermediate oil price forecast 2022-2026

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2 scholarly articles cite this dataset (View in Google Scholar)
Dataset updated
Aug 13, 2025
Dataset authored and provided by
Statistahttp://statista.com/
Time period covered
Aug 2025
Area covered
United States, Texas
Description

The annual price of West Texas Intermediate (WTI) crude oil is expected to reach an average of 63.58 U.S. dollars per barrel in 2025, according to an August 2025 forecast. This would be a decrease of roughly 13 U.S. dollar compared to the previous year. In the first eight months of 2025, weekly crude oil prices largely stayed below 70 U.S. dollars per barrel amid trade tariffs and an expected economic downturn. What are benchmark crudes? WTI is often used as a price reference point called a benchmark (or ”marker”) crude. This category includes Brent crude from the North Sea, Dubai Crude, as well as blends in the OPEC reference basket. WTI, Brent, and the OPEC basket have tended to trade closely, but since 2011, Brent has been selling at a higher annual spot price than WTI, largely due to increased oil production in the United States. What causes price volatility? Oil prices are historically volatile. While mostly shaped by demand and supply like all consumer goods, they may also be affected by production limits, a change in U.S. dollar value, and to an extent by market speculation. In 2022, the annual average price for WTI was close to the peak of nearly 100 U.S. dollars recorded in 2008. In the latter year, multiple factors, such as strikes in Nigeria, an oil sale stop in Venezuela, and the continuous increase in oil demand from China were partly responsible for the price surge. Higher oil prices allowed the pursuit of extraction methods previously deemed too expensive and risky, such as shale gas and tight oil production in the U.S. The widespread practice of fracturing source rocks for oil and gas extraction led to the oil glut in 2016 and made the U.S. the largest oil producer in the world.

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