Crude Oil Production in the United States increased to 13844 BBL/D/1K in September from 13800 BBL/D/1K in August of 2025. This dataset provides the latest reported value for - United States Crude Oil Production - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

Small dataset on the U.S. Field Production of Crude Oil throughout the years.

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How the Data was Acquired:

This data was extracted from the United States Energy Information Administration. Format adjustments for CSV purposes were made, in the form of sorting the data by the oldest date.

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Column Breakdown:

Month: The Month and Year, ranging from 02/1920 to 02/2022.

Oil_tbpd: U.S. Field Production of Crude Oil Thousand Barrels per Day, sorted into the months.

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How to Use this Dataset:

This dataset is primarily for beginners to work with dates and a trend of somewhat linear data. Data analysis, statistical analysis, and regression are all possible practices under different circumstances. No significant findings are expected.

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Potential Updates: Addi n additional Crude Oil information throughout the timeline. A notebook dedicated to minor statistical analysis of the data.

Stocks of crude oil in the United States increased by 2.77million barrels in the week ending November 21 of 2025. This dataset provides the latest reported value for - United States Crude Oil Stocks Change - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

Crude Oil Rigs in the United States decreased to 407 in November 28 from 419 in the previous week. This dataset provides - United States Crude Oil Rigs- actual values, historical data, forecast, chart, statistics, economic calendar and news.

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.

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.

Gasoline fell to 1.86 USD/Gal on December 2, 2025, down 0.53% from the previous day. Over the past month, Gasoline's price has fallen 2.79%, and is down 4.95% 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 December of 2025.

This dataset contains: California Dairies, Food Processing Facilities, Wastewater treatment facilities with digesters (AZ, NV, HI, CA), California Landfills, California Organic Collection Programs, California Fat/Oil/Grease Collection Sites, Fat/Oil/Grease Haulers (AZ, NV, CA). List of dairies located in California that do not use anaerobic digesters to produce biogas, and estimates of how much biogas could be produced if these dairies were to use anaerobic digesters to manage dairy waste. The Central Valley Regional Water Quality Control Board provided EPA Region 9 with herd size data by from their 2005 General Waste Discharge annual report (contact person at the Water Quality Control Board: Doug Patterson, Doug.Patteson@waterboards.ca.gov). List of food processing facilities (in NV, AZ, CA, HI) producing waste that could be used for co-digestion at wastewater treatment facilities and other entities with anaerobic digesters. The facilities included were based on a list of businesses classified by the North American Industry Classification System (NAICS) as food manufacturing businesses. Dunn and Bradstreet compiled the list in 2010 per the request by the EPA. List of Wastewater Treatment Facilities (WWTF) with anaerobic digesters in Arizona. The list of facilities was obtained from the annual biosolids report required under 40 CFR 503 (Standards for the Use or Disposal of Sewage Sludge) for WWTF with influent flows over 1 million gallons per day. Original data set was based on 2004 reporting, which was the last year Arizona WWTFs were required to report to the EPA, but was partially updated based on direct communication between EPA Region 9’s Sustainable Infrastructure program and some of the WWTFs. List of Wastewater Treatment Facilities (WWTFs) with anaerobic digesters (in NV, HI). The list of facilities was obtained from the annual biosolids report required under 40 CFR 503 (Standards for the Use or Disposal of Sewage Sludge) for WWTFs with influent flows over 1 million gallons per day. The data used by the Waste to Biogas Mapping tool can and have been updated based on request through a web interface and by the EPA Region 9 Sustainable Infrastructure program. California Organic Collection Programs: List of organic collection programs in California that have the potential to provide waste for co-digestion at Wastewater Treatment Facilities and other entities that use anaerobic digesters. A study conducted by New Found Lands Institute in 2008 with a grant provided by EPA Region 9 was the source of the information about organic collection programs. List of Fat, Oil, and Grease (FOG) hauling and rendering companies serving locations in the State of California and that have the potential to provide FOG for co-digestion at Wastewater Treatment Facilities and other entities that use anaerobic digesters. EPA Region 9’s Sustainable Infrastructure program obtained the data from the CalFOG website in 2009. The list of haulers on the CalFOG website can be found here: http://www.calfog.org/Hauler.html. Updates to the CalFOG website are not automatically reflected in the Waste to Biogas Mapping Tool. The data used by the Waste to Biogas Mapping tool can and have been updated based on request through a web interface and by the EPA Region 9 Sustainable Infrastructure program. List of Fat, Oil, and Grease (FOG) hauling companies serving locations in the State of Arizona and that have the potential to provide FOG for co-digestion at Wastewater Treatment Facilities and other entities that use anaerobic digesters. EPA Region 9’s Sustainable Infrastructure program obtained the data from the Arizona Department of Environmental Quality in 2009 (contact: Barbara M. Waterbury, Waterbury.Barbara@azdeq.gov and Steven Schoen,) steven.schoen@phoenix.gov). The data used by the Waste to Biogas Mapping tool can and have been updated based on request through a web interface and by the EPA Region 9 Sustainable Infrastructure program.

EGPB - An Event-based Gold Price Benchmark Dataset

This benchmark dataset consists of 8030 rows and 36 variables sourced from multiple credible economic websites, covering a period from January 2001 to December 2022. This dataset can be utilized to predict gold prices specifically or to aid any economic field that is influenced by the variables in this dataset.

Key variables & Features include:

• Previous gold prices

• Future gold prices with predictions for one day, one week, and one month

• Oil prices

• Standard & Poor's 500 Index (S&P 500)

• Dow Jones Industrial (DJI)

• US dollar index

• US treasury

• Inflation rate

• Consumer price index (CPI)

• Federal funds rate

• Silver prices

• Copper prices

• Iron prices

• Platinum prices

• Palladium prices

Additionally, the dataset considers global events that may impact gold prices, which were categorized into groups and collected from three distinct sources: the Al-Jazeera website spanning from 2022 to 2019, the Investing website spanning from 2018 to 2016, and the Yahoo Finance website spanning from 2007 to 2001.

These events data were then divided into multiple groups:

• Economic data

• Politics

• logistics

• Oil

• OPEC

• Dollar currency

• Sterling pound currency

• Russian ruble currency

• Yen currency

• Euro currency

• US stocks

• Global stocks

• Inflation

• Job reports

• Unemployment rates

• CPI rate

• Interest rates

• Bonds

These events were encoded using a numeric value, where 0 represented no events, 1 represented low events, 2 represented high events, 3 represented stable events, 4 represented unstable events, and 5 represented events that were observed during the day but had no effect on the dataset.

Cite this dataset: Farah Mansour and Wael Etaiwi, "EGPBD: An Event-based Gold Price Benchmark Dataset," 2023 3rd International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME), Tenerife, Canary Islands, Spain, 2023, pp. 1-7, doi: 10.1109/ICECCME57830.2023.10252987.

@INPROCEEDINGS{10252987, author={Mansour, Farah and Etaiwi, Wael}, booktitle={2023 3rd International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME)}, title={EGPBD: An Event-based Gold Price Benchmark Dataset}, year={2023}, volume={}, number={}, pages={1-7}, doi={10.1109/ICECCME57830.2023.10252987}}

The polygon (vector) shapefiles represent Public Land Survey System (PLSS) sections, or 1-square mile areas of land, with information about Bureau of Land Management (BLM) land and mineral use authorizations for oil and gas. The land areas specified by BLM authorizations vary in size and orientation, and may cross one or more PLSS section boundaries. For spatial consistency, the information was aggregated to the square mile PLSS section boundary. The original source data from BLM Cases Recordation database (LR2000) were specific to the day they were generated (March 6, 2016) and subsequent data pulls will likely be different.

This dataset provides a comprehensive collection of time-series data related to economic indicators in Indonesia and global commodity markets, designed for insightful analysis into price trends, market dynamics, and consumer interest. The data spans various categories, offering a multi-faceted view of factors influencing commodity prices and economic behavior.

Data Categories and Contents:

The dataset is organized into several key categories: - Currency Exchange Rates * data/Mata Uang/: This directory contains historical daily exchange rate data for several currencies against the US Dollar, including Malaysian Ringgit (MYRUSD=X.csv), Singapore Dollar (SGDUSD=X.csv), Thai Baht (THBUSD=X.csv), and Indonesian Rupiah (USDIDR=X.csv). Each file typically includes columns such as Date, Price, Adj Close, Close, High, Low, and Volume.

• Indonesian Food Prices

  • data/Harga Bahan Pangan (Cleaned)/: This folder provides cleaned daily price data for essential food commodities across various provinces in Indonesia. Commodities include:

    • Shallots (Bawang Merah.csv)
    • Garlic (Bawang Putih Bonggol.csv)
    • Medium Rice (Beras Medium.csv)
    • Premium Rice (Beras Premium.csv)
    • Curly Red Chili (Cabai Merah Keriting.csv)
    • Red Cayenne Pepper (Cabai Rawit Merah.csv)
    • Broiler Chicken Meat (Daging Ayam Ras.csv)
    • Pure Beef (Daging Sapi Murni.csv)
    • Consumption Sugar (Gula Konsumsi.csv)
    • Bulk Cooking Oil (Minyak Goreng Curah.csv)
    • Simple Packaged Cooking Oil (Minyak Goreng Kemasan Sederhana.csv)
    • Chicken Eggs (Telur Ayam Ras.csv)
    • Bulk Wheat Flour (Tepung Terigu (Curah).csv) Each file contains daily prices (in Indonesian Rupiah) for individual provinces across Indonesia, with columns for Date and each province.

  • data/Harga Bahan Pangan/: This directory contains raw daily price data for various food commodities, organized by province in separate CSV files (e.g., Aceh.xlsx - Aceh.csv, Bali.xlsx - Bali.csv, Banten.xlsx - Banten.csv). These files likely contain similar price information as their "Cleaned" counterparts but might require additional processing.

• Google Trends Search Interest

  • data/Google Trend/: This extensive collection includes Google Trends search interest data for various commodities and their related terms, categorized by province and for Indonesia nationally. These files (e.g., tepung terigu/Aceh.csv, telur ayam/Indonesia.csv, minyak goreng/Bali.csv, gula/Jawa Barat.csv, daging sapi/DKI Jakarta.csv, daging ayam/Jawa Timur.csv, daging/Sumatera Utara.csv, cabai rawit/Indonesia.csv, cabai merah/Jawa Barat.csv, cabai/Jawa Tengah.csv, beras/Jawa Timur.csv, bawang putih/Jawa Tengah.csv, bawang merah/Jawa Barat.csv, bawang/DKI Jakarta.csv) show the popularity of search queries over time, with columns for Day and search interest values.

• Global Commodity Prices

  • data/Global Commodity Price/: This section includes historical futures data for key global commodities:
    • Crude Oil WTI (Crude Oil WTI Futures Historical Data.csv)
    • Natural Gas (Natural Gas Futures Historical Data.csv)
    • Newcastle Coal (Newcastle Coal Futures Historical Data.csv)
    • Palm Oil (Palm Oil Futures Historical Data.csv)
    • US Sugar #11 (US Sugar #11 Futures Historical Data.csv)
    • US Wheat (US Wheat Futures Historical Data.csv) These files provide daily data including Date, Price, Open, High, Low, Vol., and Change %.

Potential Use Cases:

This dataset can be utilized for a variety of analytical tasks, including:

• Time Series Analysis: Forecast future prices of food commodities, currencies, and global energy resources.
• Economic Impact Studies: Analyze the correlation between global commodity prices, currency exchange rates, and local food prices in Indonesia.
• Market Trend Analysis: Identify and visualize trends in consumer interest for specific food items using Google Trends data.
• Regional Economic Disparities: Compare food prices and search interest across different Indonesian provinces to identify regional variations.
• Predictive Modeling: Develop models to predict inflation, economic stability, or consumer behavior based on the interplay of these diverse data points.

The combination of local Indonesian market data with global commodity and search interest data makes this dataset particularly valuable for researchers and analysts interested in economic forecasting and market analysis.

A vegetation/land cover raster digital data set for the entire National Petroleum Reserve in Alaska (NPR-A) was generated from Landsat multispectral data sets. Included are eleven categories of vegetation and land cover which are derived from all or portions of 10 Landsat MSS scenes. The data set covers all or part of thirteen 1:250,000-scale topographic quadrangles. Data are stored in 50 meter pixels and registered to a UTM base. A full NPR-A mosaic as well as the 1:250,000 topographic series. Data are available in two forms: a digital mosaic of (1) the entire NPR-A coverage, split into two pieces each and registered to a separate UTM zone, or (2) for each 1:250,000-scale topo quadrangle area within the NPR-A. This file is too large to remain online. It is stored on magnetic tape at Moffett Field, CA.

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.

Sunflower Oil rose to 1,426.40 INR/10 kg on December 2, 2025, up 0.68% from the previous day. Over the past month, Sunflower Oil's price has risen 0.79%, and is up 8.44% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks the benchmark market for this commodity. This dataset includes a chart with historical data for Sunflower Oil.

Gasoline Prices in the United States remained unchanged at 0.81 USD/Liter in November. This dataset provides the latest reported value for - United States Gasoline Prices - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

India Imports from Russia of Crude Oil was US$52.73 Billion during 2024, according to the United Nations COMTRADE database on international trade. India Imports from Russia of Crude Oil - data, historical chart and statistics - was last updated on December of 2025.

Rapeseed fell to 479.03 EUR/T on December 1, 2025, down 0.87% from the previous day. Over the past month, Rapeseed's price has fallen 0.10%, and is down 6.68% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks the benchmark market for this commodity. This dataset includes a chart with historical data for Rapeseed Oil.

United States Imports from Russia was US$3.27 Billion during 2024, according to the United Nations COMTRADE database on international trade. United States Imports from Russia - data, historical chart and statistics - was last updated on December of 2025.

Gasoline Prices in Russia decreased to 0.83 USD/Liter in November from 0.84 USD/Liter in October of 2025. This dataset provides the latest reported value for - Russia Gasoline Prices - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.