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.

Monthly average retail prices for gasoline and fuel oil for Canada, selected provincial cities, Whitehorse and Yellowknife. Prices are presented for the current month and previous four months. Includes fuel type and the price in cents per litre.

Natural gas rose to 4.94 USD/MMBtu on December 3, 2025, up 2.04% from the previous day. Over the past month, Natural gas's price has risen 13.71%, and is up 62.29% compared to the same time last year, 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 December of 2025.

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.

Graph and download economic data for US Regular All Formulations Gas Price (GASREGW) from 1990-08-20 to 2025-12-01 about gas, commodities, and USA.

This dataset provides monthly, quarterly and annual average regular or premium unleaded gasoline pump prices, taxes and ex-tax pump prices in Canada, USA, France, Germany, Britain and Japan, all converted to Canadian cents per litre. To view charts and current fuel price data you can also visit the motor fuel prices page. *[USA]: United States of America

UK Gas fell to 72.60 GBp/thm on December 2, 2025, down 1.67% from the previous day. Over the past month, UK Gas's price has fallen 11.75%, and is down 40.33% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks the benchmark market for this commodity. UK Natural Gas - values, historical data, forecasts and news - updated on December of 2025.

About Dataset

Context

The datasets have been extracted and cleaned through Versatile Data Kit (VDK), a framework released by VMware. You can find the whole example to extract data at this link. VDK permits you to ingest and process different formats of data. In this case, data have been ingested by exploiting the CSV ingester.

Content

There are four datasets: * natural_gas_prices.csv - The Natural Gas Prices dataset contains 5,953 records, provided by the U.S. Energy Information Administration(EIA). Each record contains the daily price of natural gas. For each record, the following information is available: Date (provided on a daily basis), Price (in dollars). * climate_extreme_index.csv - The U.S. Climate Extremes Index dataset contains 112 records. For each record, many parameters can be downloaded. Data Analysts select the following information: Date (provided on an annual basis), Percentage of minimum temperature much above normal, Percentage of minimum temperature much below normal. * average_gas_prices_by_year.csv - an aggregation of the natural_gas_prices by year. * merged_tables.csv - a merged table containing average_gas_prices_by_year and climate_extremes_index. Values are normalized in the interval [0,1] thus making possible a comparison among them.

Acknowledgements

The extraction of this dataset has been supported by VMware.

Inspiration

The datasets can be used for Time Series Analysis.

En este dataset encontrará información sobre los precios de los combustibles en Perú. La fuente es el [sitio web] oficial(https://www.facilito.gob.pe/facilito/pages/facilito/buscadorEESS.jsp) de Osinergmin, esta es la entidad estatal encargada de subir los precios oficiales de las gasolineras en Perú. Los datos los proporciona cada gasolinera según la ley. | Primera Fecha | Última Fecha | Registros por día | | --- | --- | --- | | Febrero 6, 2024 | Junio 8, 2024 | 2 |

Como puede ver arriba, el script extrae los datos 2 veces al día, 9:45 am y 6:00 pm (UTC-5 PET hora de Perú).

Los valores atípicos no se eliminan, pero se etiquetan siguiendo esta fórmula en Python:

grouped = df_now.groupby(["Departamento", "Provincia", "Distrito", "Producto"])
for group in grouped:
  prices_p = group[1]['Precio']
  temp_lower_limit = prices_p.mean() - 3 * prices_p.std()
  temp_upper_limit = prices_p.mean() + 3 * prices_p.std()

  ordenados = sorted(prices_p)
  if ordenados[0] < temp_lower_limit or ordenados[-1] > temp_upper_limit:
    df_now.loc[
      ( (df_now['Departamento'] == group[0][0]) &
      (df_now['Provincia'] == group[0][1]) &
      (df_now['Distrito'] == group[0][2]) &
      (df_now['Producto'] == group[0][3]) ) &
      ((df_now['Precio'] > temp_upper_limit) |
      (df_now['Precio'] < temp_lower_limit)), 'Outlier'] = 'Yes'

Este dataset se actualizará constantemente. Si deseas tener acceso a los datos en tiempo real a través de una API, escríbeme al correo electrónico: diegomedflo@gmail.com

In this dataset you will find information about the prices of the fuels in Peru. The source is the official website of Osinergmin, this is the state entity in charge of raising the official prices of gas stations in Peru. The data is provided by each gas station according to the law. | First Date | Last Date | Registers per day | | --- | --- | --- | | February 6, 2024 | June 8, 2024 | 2 |

As you can see above, the script scrapes the data 2 time a day, 9:45 am and 6:00 pm (UTC-5 PET Peru Time).

Columns description: | Departamento | Provincia | Distrito | ID | Producto | Precio | Fecha | Hora | Outlier | | --- | --- | --- | --- | --- | --- | --- | --- | | Also known as Region | Also known as Province | Also known as District| Concatenation of DepartamentoCodeID, ProvinciaCodeID and Gas Station name | Type of product (DB5 S-50 UV = Oil) | Price | Data extraction date | Time extraction date | Yer or No |

Outliers are not deleted but are tagged following this formula in python:

grouped = df_now.groupby(["Departamento", "Provincia", "Distrito", "Producto"])
for group in grouped:
  prices_p = group[1]['Precio']
  temp_lower_limit = prices_p.mean() - 3 * prices_p.std()
  temp_upper_limit = prices_p.mean() + 3 * prices_p.std()

  ordenados = sorted(prices_p)
  if ordenados[0] < temp_lower_limit or ordenados[-1] > temp_upper_limit:
    df_now.loc[
      ( (df_now['Departamento'] == group[0][0]) &
      (df_now['Provincia'] == group[0][1]) &
      (df_now['Distrito'] == group[0][2]) &
      (df_now['Producto'] == group[0][3]) ) &
      ((df_now['Precio'] > temp_upper_limit) |
      (df_now['Precio'] < temp_lower_limit)), 'Outlier'] = 'Yes'

This dataset will be updated constantly. If you would like to have access to the data in real time through an API, write to me by email: diegomedflo@gmail.com

⚡ Energy Crisis and Stock Price Dataset: 2021-2024 📊

📋 About Dataset

This dataset provides a detailed view of how major energy companies' stock prices were influenced by the energy crises between 2021 and 2024. The data covers three prominent energy companies: ExxonMobil (XOM), Shell (SHEL), and BP (BP), with historical stock price information collected via the yfinance library. This dataset is particularly useful for those interested in financial analysis, market behavior, and the impact of global events on the energy sector. 🌍📉📈

📅 Date Range

• Start Date: January 1, 2021
• End Date: Present day (updated periodically)

🔍 Data Overview

The dataset contains the daily adjusted closing prices of the selected companies from January 2021 to the present. The data was gathered to analyze the impact of different energy crises, such as the fluctuations in oil and gas prices during 2021-2024, and to help provide insights into investor behavior during times of energy uncertainty.

The key columns available in each CSV file are:

💡 Potential Use Cases

This dataset can be used for various purposes including, but not limited to:

• Financial Time Series Analysis 📈: Explore trends and volatility in the stock market, particularly in the energy sector.
• Predictive Modeling 🤖: Develop models to predict future stock prices based on historical data.
• Energy Crisis Impact Studies ⚡: Assess the effect of energy crises on global markets, specifically the energy sector.
• Portfolio Analysis 💼: Evaluate the stability and performance of energy companies during different crisis periods.

📊 Data Files

Each CSV file includes the daily stock prices from January 1, 2021, to the present, with columns for open, high, low, close, adjusted close, and volume.

📂 Dataset Structure

• Directory: data/raw/
  • XOM_data.csv
  • SHEL_data.csv
  • BP_data.csv

🚀 Data Collection Process

The data for this dataset was collected using the yfinance Python library, which provides access to historical market data from Yahoo Finance. The collection script (data_collection.py) automates the download of stock data for the selected companies, saving each company's data in CSV format within the data/raw/ directory.

🔧 Tools Used

• Python 🐍: For scripting and data processing.
• yfinance 📈: To download historical stock data.
• pandas 🐼: For data manipulation and cleaning.

📜 License

The dataset is provided under the MIT License. You are free to use, modify, and distribute this dataset, provided that proper attribution is given.

🙌 Contributions

Contributions are welcome! If you have any suggestions or improvements, feel free to fork the repository and make a pull request. Let's make this dataset even more comprehensive and insightful together. 💪🌟

📧 Contact

For any questions or further information, feel free to reach out:

I hope this dataset helps you uncover new insights about the relationship between energy crises and stock prices! If you find it helpful, don't forget to give it a ⭐️ on Kaggle! 😊✨

TTF Gas fell to 27.92 EUR/MWh on December 3, 2025, down 0.17% from the previous day. Over the past month, TTF Gas's price has fallen 14.22%, and is down 40.94% 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 - values, historical data, forecasts and news - updated on December of 2025.

Daily data showing SAP of gas, and rolling seven-day average, traded in Great Britain over the On-the-Day Commodity Market (OCM). These are official statistics in development. Source: National Gas Transmission.

Natural Gas: Average Commercial Price: Rhode Island data was reported at 14.860 USD/1000 Cub ft in Feb 2025. This records a decrease from the previous number of 18.230 USD/1000 Cub ft for Jan 2025. Natural Gas: Average Commercial Price: Rhode Island data is updated monthly, averaging 11.935 USD/1000 Cub ft from Jan 1989 (Median) to Feb 2025, with 432 observations. The data reached an all-time high of 23.650 USD/1000 Cub ft in Aug 2023 and a record low of 4.220 USD/1000 Cub ft in Sep 1991. Natural Gas: Average Commercial Price: Rhode Island data remains active status in CEIC and is reported by U.S. Energy Information Administration. The data is categorized under Global Database’s United States – Table US.P012: Natural Gas Prices.

Natural Gas: Average Commercial Price: New Jersey data was reported at 12.300 USD/1000 Cub ft in Feb 2025. This records a decrease from the previous number of 12.380 USD/1000 Cub ft for Jan 2025. Natural Gas: Average Commercial Price: New Jersey data is updated monthly, averaging 8.770 USD/1000 Cub ft from Jan 1989 (Median) to Feb 2025, with 432 observations. The data reached an all-time high of 18.530 USD/1000 Cub ft in Jun 2008 and a record low of 1.940 USD/1000 Cub ft in Aug 2000. Natural Gas: Average Commercial Price: New Jersey data remains active status in CEIC and is reported by U.S. Energy Information Administration. The data is categorized under Global Database’s United States – Table US.P012: Natural Gas Prices.

Index Time Series for WisdomTree Natural Gas. The frequency of the observation is daily. Moving average series are also typically included. NA

Dataset contains Monthly and Daily prices of Natural gas, starting from January 1997 to current year. Prices are in nominal dollars.

Time series of major Natural Gas Prices including US Henry Hub. Data comes from U.S. Energy Information Administration EIA

Gasoline Prices in the United Kingdom increased to 1.80 USD/Liter in November from 1.78 USD/Liter in October of 2025. This dataset provides the latest reported value for - United Kingdom Gasoline Prices - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

Natural gas account for 1/4 of the global demand and roughly 1/3 of the US energy demand. After oil, Natural gas is the most dominate sort of energy. So, being about to improve natural gas demand prediction is extremely valuable.

Therefore, this project aims to predict the demand of Natural Gas in the US by combining a wide range of datasets including the time series of major Natural Gas Prices including US Henry Hub. Data comes from U.S. Energy Information Administration. Need to forecast the price of natural gas based on the historical data.

Data

Dataset contains Daily prices of Natural gas, starting from January 1997 to current year. Prices are in nominal dollars.

This dataset provides average retail gasoline prices (USD per litre) for six major countries from 2015 through April 2020. It is synthetic but based on realistic historical patterns, designed for educational use and practice in data visualization and analysis.

Details & Context

Time span: 2015, 2016, 2017, 2018, 2019, 2020 (up to April)

Countries included: USA, India, Germany, Japan, Canada, Australia

Unit: USD per litre

Purpose:

Practice with libraries like matplotlib, pandas, seaborn

Create line plots, bar charts, area charts, subplot grids

Compare fuel price trends across nations

Teach students about scaling, normalization, and annotation

Important Notes & Disclaimer

The values are simulated estimates, not measured/official data.

Use this dataset strictly for learning, visualization, and demonstration, not for policy or economic decisions.

When sharing or publishing visual outputs based on this dataset, please retain attribution to the dataset and acknowledge that it is artificially constructed.

Price-To-Book-Ratio Time Series for Xintai Ntrl Gas. Xinjiang Xintai Natural Gas Co., Ltd. transmits, distributes, and sells natural gas in China. It is also involved in natural gas home installation; exploration, development, and production of coal-bed methane; and pipe installing businesses. In addition, the company produces and supplies gas and water; and offers technical services. The company was formerly known as Xinjiang Xintai Investment (Group) Co., Ltd. and changed its name to Xinjiang Xintai Natural Gas Co., Ltd. in December 2012. Xinjiang Xintai Natural Gas Co., Ltd. was founded in 2000 and is based in Urumqi, China.