Sharp economic volatility, the continued effects of high interest rates and mixed sentiment among investors created an uneven landscape for stock and commodity exchanges. While trading volumes soared in 2020 due to the pandemic and favorable financial conditions, such as zero percent interest rates from the Federal Reserve, the continued effects of high inflation in 2022 and 2023 resulted in a hawkish pivot on interest rates, which curtailed ROIs across major equity markets. Geopolitical volatility amid the Ukraine-Russia and Israel-Hamas wars further exacerbated trade volatility, as many investors pivoted away from traditional equity markets into derivative markets, such as options and futures to better hedge on their investment. Nonetheless, the continued digitalization of trading markets bolstered exchanges, as they were able to facilitate improved client service and stronger market insights for interested investors. Revenue grew an annualized 0.1% to an estimated $20.9 billion over the past five years, including an estimated 1.9% boost in 2025. A core development for exchanges has been the growth of derivative trades, which has facilitated a significant market niche for investors. Heightened options trading and growing attraction to agricultural commodities strengthened service diversification among exchanges. Major companies, such as CME Group Inc., introduced new tradeable food commodities for investors in 2024, further diversifying how clients engage in trades. These trends, coupled with strengthened corporate profit growth, bolstered exchanges’ profit. Despite current uncertainty with interest rates and the pervasive fear over a future recession, the industry is expected to do well during the outlook period. Strong economic conditions will reduce investor uncertainty and increase corporate profit, uplifting investment into the stock market and boosting revenue. Greater levels of research and development will expand the scope of stocks offered because new companies will spring up via IPOs, benefiting exchange demand. Nonetheless, continued threat from substitutes such as electronic communication networks (ECNs) will curtail larger growth, as better technology will enable investors to start trading independently, but effective use of electronic platforms by incumbent exchange giants such as NASDAQ Inc. can help stem this decline by offering faster processing via electronic trade floors and prioritizing client support. Overall, revenue is expected to grow an annualized 3.5% to an estimated $24.8 billion through the end of 2031.

The US_Stock_Data.csv dataset offers a comprehensive view of the US stock market and related financial instruments, spanning from January 2, 2020, to February 2, 2024. This dataset includes 39 columns, covering a broad spectrum of financial data points such as prices and volumes of major stocks, indices, commodities, and cryptocurrencies. The data is presented in a structured CSV file format, making it easily accessible and usable for various financial analyses, market research, and predictive modeling. This dataset is ideal for anyone looking to gain insights into the trends and movements within the US financial markets during this period, including the impact of major global events.

Key Features and Data Structure

The dataset captures daily financial data across multiple assets, providing a well-rounded perspective of market dynamics. Key features include:

• Commodities: Prices and trading volumes for natural gas, crude oil, copper, platinum, silver, and gold.
• Cryptocurrencies: Prices and volumes for Bitcoin and Ethereum, including detailed 5-minute interval data for Bitcoin.
• Stock Market Indices: Data for major indices such as the S&P 500 and Nasdaq 100.
• Individual Stocks: Prices and volumes for major companies including Apple, Tesla, Microsoft, Google, Nvidia, Berkshire Hathaway, Netflix, Amazon, and Meta.

The dataset’s structure is designed for straightforward integration into various analytical tools and platforms. Each column is dedicated to a specific asset's daily price or volume, enabling users to perform a wide range of analyses, from simple trend observations to complex predictive models. The inclusion of intraday data for Bitcoin provides a detailed view of market movements.

Applications and Usability

This dataset is highly versatile and can be utilized for various financial research purposes:

• Market Analysis: Track the performance of key assets, compare volatility, and study correlations between different financial instruments.
• Risk Assessment: Analyze the impact of commodity price movements on related stock prices and evaluate market risks.
• Educational Use: Serve as a resource for teaching market trends, asset correlation, and the effects of global events on financial markets.

The dataset’s daily updates ensure that users have access to the most current data, which is crucial for real-time analysis and decision-making. Whether for academic research, market analysis, or financial modeling, the US_Stock_Data.csv dataset provides a valuable foundation for exploring the complexities of financial markets over the specified period.

Acknowledgements:

This dataset would not be possible without the contributions of Dhaval Patel, who initially curated the US stock market data spanning from 2020 to 2024. Full credit goes to Dhaval Patel for creating and maintaining the dataset. You can find the original dataset here: US Stock Market 2020 to 2024.

Gold fell to 4,023.41 USD/t.oz on October 27, 2025, down 2.15% from the previous day. Over the past month, Gold's price has risen 4.96%, and is up 46.60% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks the benchmark market for this commodity. Gold - values, historical data, forecasts and news - updated on October of 2025.

Graph and download economic data for Equity Market Volatility Tracker: Commodity Markets (EMVCOMMMKT) from Jan 1985 to Sep 2025 about volatility, uncertainty, equity, commodities, and USA.

Crude Oil fell to 61.43 USD/Bbl on October 27, 2025, down 0.12% from the previous day. Over the past month, Crude Oil's price has fallen 3.19%, and is down 8.83% 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 October of 2025.

Corn rose to 430.13 USd/BU on October 27, 2025, up 1.63% from the previous day. Over the past month, Corn's price has risen 2.05%, and is up 4.72% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks the benchmark market for this commodity. Corn - values, historical data, forecasts and news - updated on October of 2025.

Graph and download economic data for Global Price Index of All Commodities (PALLFNFINDEXQ) from Q1 2003 to Q2 2025 about World, commodities, price index, indexes, and price.

Natural gas fell to 3.27 USD/MMBtu on October 27, 2025, down 1.00% from the previous day. Over the past month, Natural gas's price has risen 0.12%, and is up 14.24% 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 October of 2025.

Dataset Card for Sentiment Analysis of Commodity News (Gold)

This is a news dataset for the commodity market which has been manually annotated for 10,000+ news headlines across multiple dimensions into various classes. The dataset has been sampled from a period of 20+ years (2000-2021). The dataset was curated by Ankur Sinha and Tanmay Khandait and is detailed in their paper "Impact of News on the Commodity Market: Dataset and Results." It is currently published by the authors on… See the full description on the dataset page: https://huggingface.co/datasets/SaguaroCapital/sentiment-analysis-in-commodity-market-gold.

Eggs US rose to 1.33 USD/Dozen on October 24, 2025, up 5.55% from the previous day. Over the past month, Eggs US's price has fallen 11.71%, and is down 55.96% 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 Eggs US.

The data is in Stata format and includes 2 files. The file named Agric has variables: spot price of Chicago corn and Chicago soybeans, the futures price of Chicago corn and Chicago soybeans and long positions of commodity index traders. The file named Energy contains variables on spot and futures prices of WTI crude oil and Henry Hub natural gas. The data is originally obtained from US commodity futures trading commission

Orange Juice fell to 193.30 USd/Lbs on October 26, 2025, down 1.33% from the previous day. Over the past month, Orange Juice's price has fallen 18.68%, and is down 63.59% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks the benchmark market for this commodity. Orange Juice - values, historical data, forecasts and news - updated on October of 2025.

This dataset contains real trade-weighted exchange rate indices for many commodities and aggregations important to U.S. agriculture. The data covers information from 1970 to 2024.

Data used to investigate the dynamic spillover effects of US EPU on spot price volatility of 12 commodities traded in the global markets, as well as the transmission role of 4 different types of traders’ sentiment for the impact of US EPU on commodity markets.

GSCI fell to 556.70 Index Points on October 27, 2025, down 0.44% from the previous day. Over the past month, GSCI's price has risen 0.40%, and is up 5.53% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks the benchmark market for this commodity. GSCI Commodity Index - values, historical data, forecasts and news - updated on October of 2025.

Graph and download economic data for Producer Price Index by Commodity: Farm Products: Strawberries (WPU01110222) from Jan 1947 to Aug 2025 about agriculture, commodities, PPI, inflation, price index, indexes, price, and USA.

Graph and download economic data for Producer Price Index by Commodity: Farm Products: Peanuts (WPU01830111) from Jan 1947 to Aug 2025 about nuts, agriculture, commodities, PPI, inflation, price index, indexes, price, and USA.

The Agricultural Commodities Market will grow from USD 225.83 Billion in 2024 to USD 301.94 Billion by 2030 at a 4.96% CAGR.

Pages	185
Market Size	2024 USD 225.83 Billion
Forecast Market Size	USD 301.94 Billion
CAGR	4.96%
Fastest Growing Segment	Soft
Largest Market	North America
Key Players	['Archer Daniels Midland Company', 'AGROPECUARIA MAGGI LTDA', 'Bunge Global SA', 'Cargill, Incorporated', 'Golden Agri-Resources Ltd', 'JBS USA Food Company Holdings', 'Louis Dreyfus Company B.V.', 'Olam Group Limited', 'Wilmar International Limited', 'Marfrig Global Foods SA']

View weekly updates and historical trends for COMEX Silver Combined Managed Money Short Positions. Source: US Commodity Futures Trading Commission. Track …

The global commodity supply chain management solution market size reached a valuation of US$ 2,655 million in 2022. The expanding market value and wide range of applications are projected to be the market's primary growth drivers. In the current year 2023, the net worth of the overall global market is estimated to be around US$ 2,955 million.

Report Attributes or Data Points	Details
Global Commodity Supply Chain Management Solution Market Valuation in 2022	US$ 2,655 million
Estimated Global Market Share in 2023	US$ 2,955 million
Forecasted Global Market Size by 2033	US$ 9,971.9 million
Projected Global Market Growth Rate from 2023 to 2033	12.9% CAGR
Historical Market Growth Rate from 2018 to 2022	10.8% CAGR

Which Factors are Pushing the Commodity Supply Chain Management Solution Devices in the Asia Pacific?

Regional Market Comparison	Global Market Share in Percentage
North America	31.6%
Europe	28.3%

How is Growth likely to Unfold in North America’s Commodity Supply Chain Management Solution Market?

Regional Market Comparison	Global Market Share in Percentage
The United States	23.4%
Germany	10.6%
Japan	6.5%
Australia	3.4%

How is Growth Expected to Unfold in Europe’s Commodity Supply Chain Management Solution Market?

Regional Markets	CAGR (2023 to 2033)
The United Kingdom	10.5%
China	13.8%
India	17.6%

Category-wise Analysis

Category	By Component
Top Segment	Software
Market Share in Percentage	67.8%

Category	By End User Industry
Top Segment	Oil & Gas
Market Share in Percentage	32.4%