A comprehensive dataset for WTI crude oil price prediction, combining key economic indicators and oil industry metrics from 2005-2024. Features include: - EUR/USD exchange rates - Oil inventory levels - Production volumes - Rig counts - Inflation rates - Technical indicators (rolling averages)

Data sourced from EIA and FRED APIs, processed and engineered for time series forecasting. Ideal for price prediction models and market analysis.

Dataset prepared with proper cleaning and feature engineering.

According to a 2025 survey, oil producers operating in the Permian region needed WTI oil prices to amount to a minimum of ** U.S. dollars per barrel in order to profitably drill a new well. This compared to a minimum breakeven price of ** U.S. dollars per barrel for existing wells. The monthly average WTI oil price ranged between ** and ** U.S. dollars per barrel around the time of the survey. Most productive oil basins Operators in shale basins have the lowest average breakeven prices for new wells. However, when it comes to existing wells, operators in the Permian (Delaware) basin can afford even lower oil prices. The Permian basin, located in Texas and New Mexico, accounts for the greatest U.S. oil production output of any region. In 2024, production in the Permian reached nearly *********** barrels per day - more than **** times the amount extracted from the neighboring Eagle Ford rock formation. Texas is leading oil producing state With both regions located in Texas, it is not surprising that this is also the leading crude oil producing U.S. state. Nearly two billion barrels worth of crude oil were extracted in Texas per year, far more than any other state. Texas is home to a total of five major oil and gas formations.

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.

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.

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The crude oil market has the potential to grow by 4781.60 million barrels during 2021-2025, and the market’s growth momentum will decelerate at a CAGR of 2.73%.

This crude oil market research report provides valuable insights on the post COVID-19 impact on the market, which will help companies evaluate their business approaches. Furthermore, this report extensively covers market segmentation by production area (onshore and offshore) and geography (APAC, North America, Europe, MEA, and South America). The report also offers information on several market vendors, including BP Plc, Chevron Corp., and ConocoPhillips Co., among others.

What will the Crude Oil Market Size be in 2021?

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

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Crude Oil Market: Key Drivers and Trends

Based on our research output, there has been a negative impact on the market growth during and post COVID-19 era. The increasing upstream investment is notably driving the crude oil market growth, although factors such as fluctuations in global crude oil prices may impede market growth. To unlock information on the key market drivers and the COVID-19 pandemic impact on the crude oil industry get your FREE report sample now.

      The rising energy demand across the world has prompted governments to explore untapped oil and gas resources in the upstream sector, using advanced technologies.
      The production of oil and natural gas is declining from many conventional oilfields. To overcome this issue, oil and gas operators are increasing investments in mature oil and gas fields.
      The adoption of unconventional exploration and production technologies in large shale deposits has widened opportunities for upstream oil and gas companies.
      The growing investments in the upstream oil and gas sector will significantly influence crude oil market growth over the forecast period.




      Technological development in the hydraulic fracturing process is aiding in the exploration and production of oil and gas from shale plays.
      The advances in the drilling technology and proppant placement in downhole wells increased hydrocarbon recovery from unconventional wells.
      Technological advances such as integration of the internet of things (IoT) for data acquisition, as well as the use of data analytics and machine learning, supports the efficiency of tools that is one of the key crude oil market trends.
      Real-time pressure data is crucial in crude oil production as it eliminates the over-fracturing issue.
      Automation of hydraulic fracturing optimizes the hydraulic fracturing method using algorithmic controls and supports enhanced well performance.

This crude oil market analysis report also provides detailed information on other upcoming trends and challenges that will have a far-reaching effect on the market growth. Get detailed insights on the trends and challenges, which will help companies evaluate and develop growth strategies.

Who are the Major Crude Oil Market Vendors?

The report analyzes the market’s competitive landscape and offers information on several market vendors, including:

BP Plc
Chevron Corp.
ConocoPhillips Co.
Exxon Mobil Corp.
PetroChina Co. Ltd.
Petroleo Brasileiro SA
Qatar Petroleum
Rosneft Oil Co.
Royal Dutch Shell Plc
Saudi Arabian Oil Co.

The crude oil market is fragmented and the vendors are deploying various organic and inorganic growth strategies to compete in the market. Click here to uncover other successful business strategies deployed by the vendors.

To make the most of the opportunities and recover from post COVID-19 impact, market vendors should focus more on the growth prospects in the fast-growing segments, while maintaining their positions in the slow-growing segments.

Download a free sample of the crude oil market forecast report for insights on complete key vendor profiles. The profiles include information on the production, sustainability, and prospects of the leading companies.

Which are the Key Regions for Crude Oil Market?

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44% of the market’s growth will originate from APAC during the forecast period. China, India, and Japan are the key markets for crude oil in APAC. Market growth in this region will be faster than the growth of the market in Europe, North America, and South America.

To garner further competitive intelligence and regional opportunities in store for vendors, view our sample report.

What are the Revenue-generating Production Area Segments in the Crude Oil Market?

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The crude oil market share growth by the onshore segment will be significant during the forecast period. In onshore exploration and production operations

The 2025 annual OPEC basket price stood at ***** U.S. dollars per barrel as of August. This would be lower than the 2024 average, which amounted to ***** U.S. dollars. The abbreviation OPEC stands for Organization of the Petroleum Exporting Countries and includes Algeria, Angola, Congo, Equatorial Guinea, Gabon, Iraq, Iran, Kuwait, Libya, Nigeria, Saudi Arabia, Venezuela, and the United Arab Emirates. The aim of the OPEC is to coordinate the oil policies of its member states. It was founded in 1960 in Baghdad, Iraq. The OPEC Reference Basket The OPEC crude oil price is defined by the price of the so-called OPEC (Reference) basket. This basket is an average of prices of the various petroleum blends that are produced by the OPEC members. Some of these oil blends are, for example: Saharan Blend from Algeria, Basra Light from Iraq, Arab Light from Saudi Arabia, BCF 17 from Venezuela, et cetera. By increasing and decreasing its oil production, OPEC tries to keep the price between a given maxima and minima. Benchmark crude oil The OPEC basket is one of the most important benchmarks for crude oil prices worldwide. Other significant benchmarks are UK Brent, West Texas Intermediate (WTI), and Dubai Crude (Fateh). Because there are many types and grades of oil, such benchmarks are indispensable for referencing them on the global oil market. The 2025 fall in prices was the result of weakened demand outlooks exacerbated by extensive U.S. trade tariffs.

Context

This is the oil price and the share price of a few companies.

Content

The share price contains the following columns: Date,Open,High,Low,Close,Adj Close,Volume The oil price contains the following columns: date and brent oil price

Acknowledgements

The oil price is obtained from the website of the U.S Energy Information administration: https://www.eia.gov/dnav/pet/hist/LeafHandler.ashx?n=PET&s=rbrte&f=D

Share price dataset in a daily frequency from a few companies:

To download the dataset I use Yahoo finance. The following link is an example to download the share price dataset: https://uk.finance.yahoo.com/quote/RDSB.L/history?period1=946684800&period2=1499122800&interval=1d&filter=history&frequency=1d

Inspiration

The Asia-Pacific crude oil market amounted to $1,024.3B in 2024, approximately reflecting the previous year. Over the period under review, consumption, however, recorded a relatively flat trend pattern. As a result, consumption reached the peak level of $1,098.3B. From 2023 to 2024, the growth of the market remained at a lower figure.

Austria Energy Prices: Net: Annual Avg: Gas Oil: Industry data was reported at 1,053.710 EUR/Ton in 2022. This records an increase from the previous number of 515.870 EUR/Ton for 2021. Austria Energy Prices: Net: Annual Avg: Gas Oil: Industry data is updated yearly, averaging 429.171 EUR/Ton from Dec 2003 (Median) to 2022, with 20 observations. The data reached an all-time high of 1,053.710 EUR/Ton in 2022 and a record low of 228.799 EUR/Ton in 2003. Austria Energy Prices: Net: Annual Avg: Gas Oil: Industry data remains active status in CEIC and is reported by Statistics Austria. The data is categorized under Global Database’s Austria – Table AT.P001: Energy Prices: Annual Average.

Crude Oil Production in Trinidad And Tobago increased to 51 BBL/D/1K in July from 50 BBL/D/1K in June of 2025. This dataset provides - Trinidad And Tobago Crude Oil Production- actual values, historical data, forecast, chart, statistics, economic calendar and news.

Austria Energy Prices: Net: Annual Avg: Heavy Fuel Oil: Industry data was reported at 685.610 EUR/Ton in 2022. This records an increase from the previous number of 419.940 EUR/Ton for 2021. Austria Energy Prices: Net: Annual Avg: Heavy Fuel Oil: Industry data is updated yearly, averaging 358.918 EUR/Ton from Dec 2003 (Median) to 2022, with 20 observations. The data reached an all-time high of 685.610 EUR/Ton in 2022 and a record low of 154.000 EUR/Ton in 2004. Austria Energy Prices: Net: Annual Avg: Heavy Fuel Oil: Industry data remains active status in CEIC and is reported by Statistics Austria. The data is categorized under Global Database’s Austria – Table AT.P001: Energy Prices: Annual Average.

The global crude oil market was estimated at $2,566.8B in 2024, remaining stable against the previous year. Overall, consumption saw a mild contraction. Global consumption peaked at $2,988.9B in 2012; however, from 2013 to 2024, consumption remained at a lower figure.

Crude Oil Production in Azerbaijan decreased to 562 BBL/D/1K in July from 566 BBL/D/1K in June of 2025. This dataset provides the latest reported value for - Azerbaijan Crude Oil Production - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

Discover the booming soybean oil market! Explore its $93.17 billion (2025) valuation, 10.84% CAGR, key drivers, trends, and major players like Cargill & ADM. Get insights into regional market shares and future growth projections in this comprehensive analysis. Key drivers for this market are: Growing Health and Fitness Consciousness Among Japanese, Increasing Demand for Meat Analogues. Potential restraints include: Higher Production Costs and Limited Capacities. Notable trends are: Growing Usage of Soybean Oil in Biodiesel.

Graph and download economic data for Producer Price Index by Industry: Crude Petroleum and Natural Gas Extraction: Crude Petroleum (PCU2111112111111) from Jun 1984 to Jan 2025 about extraction, petroleum, crude, gas, PPI, industry, inflation, price index, indexes, price, and USA.

In 2024, the global cotton-seed oil market decreased by -13.3% to $4.6B, falling for the second consecutive year after three years of growth. Overall, consumption continues to indicate a relatively flat trend pattern. Global consumption peaked at $6.2B in 2022; however, from 2023 to 2024, consumption stood at a somewhat lower figure.

Crude Oil Production in Iraq increased to 4049 BBL/D/1K in October from 3821 BBL/D/1K in September of 2025. This dataset provides the latest reported value for - Iraq Crude Oil Production - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

Discover the latest insights on the global fuel oil market. This comprehensive analysis reveals a market valued at $150 billion in 2025, projected to grow at a 3.5% CAGR through 2033. Explore market drivers, restraints, regional trends, and key players shaping this dynamic industry.

Crude Oil Production in Iran decreased to 3209 BBL/D/1K in October from 3275 BBL/D/1K in September of 2025. This dataset provides the latest reported value for - Iran Crude Oil Production - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

Dataset

This dataset was created by Agim Takon

Contents