100+ datasets found
  1. Global Stock Market Dataset

    • kaggle.com
    zip
    Updated Oct 25, 2025
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    Mehdi Aminazadeh (2025). Global Stock Market Dataset [Dataset]. https://www.kaggle.com/datasets/mehdiaminazadeh/global-stock-market-dataset
    Explore at:
    zip(2445985 bytes)Available download formats
    Dataset updated
    Oct 25, 2025
    Authors
    Mehdi Aminazadeh
    License

    https://creativecommons.org/publicdomain/zero/1.0/https://creativecommons.org/publicdomain/zero/1.0/

    Description

    Global Stock Market Financial Dataset (from TradingView)

    This collection provides a comprehensive snapshot of over 11,800 publicly traded companies worldwide. It combines multiple financial statements and performance indicators extracted from TradingView to support data analysis, stock screening, and financial modeling.

    Files Overview

    1.tradingview_all_stocks.csv Contains general stock information and market statistics.

    Columns: ticker, name, close, change, change_abs, volume, market_cap_basic, price_earnings_ttm, sector, industry Size: 11,806 rows × 10 columns Description: Lists all active stocks with latest prices, PE ratios, and sector/industry classifications.

    2.tradingview_performance.csv Tracks short- and long-term stock performance.

    Columns (sample): ticker, name, close, Perf.W, Perf.1M, Perf.3M, Perf.6M, Perf.YTD, Perf.1Y, Perf.5Y, etc. Size: 11,814 rows × 17 columns Description: Shows relative percentage performance across multiple timeframes.

    3.balance_sheet.csv Summarizes financial position and liquidity metrics.

    Columns: total_assets_fq, cash_n_short_term_invest_fq, total_liabilities_fq, total_debt_fq, net_debt_fq, total_equity_fq, current_ratio_fq Size: 11,821 rows × 12 columns Description: Includes key balance sheet values, enabling leverage and liquidity analysis.

    4.cashflow.csv Focuses on company cash generation and sustainability.

    Columns: free_cash_flow_ttm Size: 11,821 rows × 4 columns Description: Provides trailing twelve-month free cash flow figures for profitability evaluation.

    5.dividends.csv Details dividend-related statistics.

    Columns: dividends_yield, dividend_payout_ratio_ttm Size: 11,823 rows × 5 columns Description: Useful for income-focused investors; includes dividend yields and payout ratios.

    6.income_statement.csv Presents company earnings metrics.

    Columns: total_revenue_ttm, gross_profit_ttm, net_income_ttm, ebitda_ttm Size: 11,821 rows × 7 columns Description: Captures profitability over the last 12 months for revenue and margin analysis.

    7.profitability.csv Shows margin-based performance indicators.

    Columns: gross_margin_ttm, operating_margin_ttm, net_margin_ttm, ebitda_margin_ttm Size: 11,823 rows × 7 columns Description: Enables efficiency and operational performance comparisons across companies.

    Use Cases 1. Stock market and financial analysis 2. Portfolio optimization and factor modeling 3. Machine learning for price prediction 4. Company benchmarking and screening 5. Academic or educational use in finance courses

    Data Source & Notes 1. All data was aggregated from TradingView using public financial data endpoints. 2. Missing values may occur for companies that do not report certain metrics. 3. All monetary figures are based on the latest available TTM (Trailing Twelve Months) or FQ (Fiscal Quarter) data at the time of extraction.

  2. Equity market capitalization worldwide 2013-2024

    • statista.com
    Updated Jun 23, 2025
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    Statista (2025). Equity market capitalization worldwide 2013-2024 [Dataset]. https://www.statista.com/statistics/274490/global-value-of-share-holdings-since-2000/
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    Dataset updated
    Jun 23, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    Worldwide
    Description

    The value of global domestic equity market increased from ***** trillion U.S. dollars in 2013 to ****** trillion U.S. dollars in 2024. The United States was by far the leading country with the largest share of total world stocks as of 2024. Global market capitalization in different regions The market capitalization of domestic companies listed varied across different regions of the world. As of Decmber 2024, the Americas region had the largest domestic equity market, totaling ** trillion U.S. dollars. This region is home to the NYSE and Nasdaq, which are the two largest stock exchange operators in the world. The market capitalization of these two exchanges alone exceeded ** billion U.S. dollars as of January 2025, larger than the total market capitalization in the Asia-Pacific, and in the EMEA regions in the same period. Largest Stock Exchanges in Latin America As of December 2024, the B3 (Brasil Bolsa Balcao) was the biggest stock exchange in Latin America in terms of market capitalization and the second-largest in terms of number of listed companies. Following the B3 were the Mexican Stock Exchange and the Santiago Stock Exchange in Chile. The most valuable company in Latin America is listed on the Mexican Stock Exchange: Fomento Económico Mexicano, a multinational beverage and retail company headquartered in Monterrey, had a market cap of *** billion U.S. dollars as of March 2025.

  3. T

    China Shanghai Composite Stock Market Index Data

    • tradingeconomics.com
    • jp.tradingeconomics.com
    • +13more
    csv, excel, json, xml
    Updated Dec 2, 2025
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    TRADING ECONOMICS (2025). China Shanghai Composite Stock Market Index Data [Dataset]. https://tradingeconomics.com/china/stock-market
    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
    Dec 19, 1990 - Dec 2, 2025
    Area covered
    China
    Description

    China's main stock market index, the SHANGHAI, fell to 3898 points on December 2, 2025, losing 0.42% from the previous session. Over the past month, the index has declined 1.98%, though it remains 15.36% higher than a year ago, according to trading on a contract for difference (CFD) that tracks this benchmark index from China. China Shanghai Composite Stock Market Index - values, historical data, forecasts and news - updated on December of 2025.

  4. Securities Exchanges Market Analysis, Size, and Forecast 2025-2029: North...

    • technavio.com
    pdf
    Updated Jul 9, 2025
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    Technavio (2025). Securities Exchanges Market Analysis, Size, and Forecast 2025-2029: North America (US and Canada), Europe (France, Germany, Switzerland, and UK), APAC (China, Hong Kong, India, and Japan), and Rest of World (ROW) [Dataset]. https://www.technavio.com/report/securities-exchanges-market-analysis
    Explore at:
    pdfAvailable download formats
    Dataset updated
    Jul 9, 2025
    Dataset provided by
    TechNavio
    Authors
    Technavio
    License

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

    Time period covered
    2025 - 2029
    Area covered
    Canada, United States
    Description

    Snapshot img

    Securities Exchanges Market Size 2025-2029

    The securities exchanges market size is forecast to increase by USD 56.67 billion at a CAGR of 12.5% between 2024 and 2029.

    The market is experiencing significant growth, driven by the increasing demand for investment opportunities. This trend is fueled by a global economic recovery and a rising interest in various asset classes, particularly in emerging markets. Another key driver is the increasing focus on sustainable and environmental, social, and governance (ESG) investing. This shift reflects a growing awareness of the importance of long-term value creation and the role of exchanges in facilitating socially responsible investments. This trend is driven by the expanding securities business units, including stocks, bonds, mutual funds, and other securities, which cater to the needs of investment firms and individual investors. However, the market is not without challenges. Increasing market volatility poses a significant risk for exchanges and their clients.
    Furthermore, the rapid digitization of trading and the emergence of alternative trading platforms are disrupting traditional exchange business models. To navigate these challenges, exchanges must adapt by investing in technology, expanding their product offerings, and building strong regulatory frameworks. Data analytics and big data are also crucial tools for e-brokerage firms to gain insights and make informed decisions. By doing so, they can capitalize on the market's growth potential and maintain their competitive edge. Geopolitical tensions, economic instability, and regulatory changes can all contribute to market fluctuations and uncertainty.
    

    What will be the Size of the Securities Exchanges Market during the forecast period?

    Explore in-depth regional segment analysis with market size data - historical 2019-2023 and forecasts 2025-2029 - in the full report.
    Request Free Sample

    In the dynamic market, financial instrument classification plays a crucial role in facilitating efficient trade matching through advanced execution quality metrics and order book liquidity. Quantitative trading models leverage options clearing corporation data to optimize portfolio holdings, while trade matching engines utilize high-speed data storage solutions and portfolio optimization algorithms to minimize latency and enhance market depth indicators. Data center infrastructure and network bandwidth capacity are essential components for supporting complex algorithmic trading strategies, including latency reduction and price volatility forecasting. Market impact measurement and risk assessment methodologies are integral to managing market impact and mitigating fraud, ensuring regulatory compliance through transaction reporting standards and regulatory compliance software.

    Exchange traded funds (ETFs) have gained popularity, necessitating robust quote dissemination systems and trade surveillance analytics. Server virtualization and cybersecurity threat mitigation strategies further strengthen the market's resilience, enabling seamless integration of data-driven quantitative models and sophisticated fraud detection algorithms. Additionally, users of online trading platforms can easily monitor the performance of their assets thanks to real-time stock data.

    How is this Securities Exchanges Industry segmented?

    The securities exchanges industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD million' for the period 2025-2029, as well as historical data from 2019-2023 for the following segments.

    Service
    
      Market platforms
      Capital access platforms
      Others
    
    
    Trade Finance Instruments
    
      Equities
      Derivatives
      Bonds
      Exchange-traded funds
      Others
    
    
    Type
    
      Large-cap exchanges
      Mid-cap exchanges
      Small-cap exchanges
    
    
    Geography
    
      North America
    
        US
        Canada
    
    
      Europe
    
        France
        Germany
        Switzerland
        UK
    
    
      APAC
    
        China
        Hong Kong
        India
        Japan
    
    
      Rest of World (ROW)
    

    By Service Insights

    The Market platforms segment is estimated to witness significant growth during the forecast period. The market is characterized by advanced technologies and systems that enable efficient price discovery, manage settlement risk, and ensure regulatory compliance. Market platforms, which include trading platforms, order-matching systems, and market data dissemination, hold the largest share of the market. These platforms facilitate the buying and selling of securities, providing market liquidity and transparency. Real-time market surveillance and high-frequency trading infrastructure are crucial components, ensuring fair and orderly markets and enabling efficient trade execution. Financial modeling techniques and algorithmic trading platforms optimize trading strategies, while electronic communication networks and central counterparty clearing minimize r

  5. Stock Market Dataset

    • kaggle.com
    zip
    Updated Jan 25, 2025
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    Ziya (2025). Stock Market Dataset [Dataset]. https://www.kaggle.com/datasets/ziya07/stock-market-dataset
    Explore at:
    zip(1075471 bytes)Available download formats
    Dataset updated
    Jan 25, 2025
    Authors
    Ziya
    License

    https://creativecommons.org/publicdomain/zero/1.0/https://creativecommons.org/publicdomain/zero/1.0/

    Description

    The "Stock Market Dataset for AI-Driven Prediction and Trading Strategy Optimization" is designed to simulate real-world stock market data for training and evaluating machine learning models. This dataset includes a combination of technical indicators, market metrics, sentiment scores, and macroeconomic factors, providing a comprehensive foundation for developing and testing AI models for stock price prediction and trading strategy optimization.

    Key Features Market Metrics:

    Open, High, Low, Close Prices: Daily stock price movement. Volume: Represents the trading activity during the day. Technical Indicators:

    RSI (Relative Strength Index): A momentum oscillator to measure the speed and change of price movements. MACD (Moving Average Convergence Divergence): An indicator to reveal changes in strength, direction, momentum, and duration of a trend. Bollinger Bands: Upper and lower bands around a stock price to measure volatility. Sentiment Analysis:

    Sentiment Score: Simulated sentiment derived from financial news and social media, ranging from -1 (negative) to 1 (positive). Macroeconomic Factors:

    GDP Growth: Indicates the overall health and growth of the economy. Inflation Rate: Reflects changes in purchasing power and economic stability. Target Variable:

    Buy/Sell Signal: Binary classification (1 = Buy, 0 = Sell) based on price movement thresholds, simulating actionable trading decisions. Use Cases AI Model Training: Ideal for building stock prediction models using LSTM, Gradient Boosting, Random Forest, etc. Trading Strategy Optimization: Enables testing of trading algorithms and strategies in a simulated environment. Sentiment Analysis Research: Useful for understanding how sentiment influences stock movements. Feature Engineering and Selection: Provides a diverse set of features for experimentation with advanced techniques like PCA and LDA. Dataset Highlights Synthetic Yet Realistic: Carefully designed to mimic real-world financial data trends and relationships. Comprehensive Coverage: Includes key indicators and metrics used by traders and analysts. Scalable: Suitable for use in both small-scale academic projects and larger AI-driven trading platforms. Accessible for All Levels: The intuitive structure ensures that even beginners can utilize this dataset for financial machine learning applications. File Format The dataset is provided in CSV format, where:

    Rows represent individual trading days. Columns represent features (technical indicators, market metrics, etc.) and the target variable. Acknowledgments This dataset is synthetically generated and is intended for research and educational purposes. It is not based on real market data and should not be used for actual trading.

  6. T

    Israel Stock Market (TA-125) Data

    • tradingeconomics.com
    • ar.tradingeconomics.com
    • +13more
    csv, excel, json, xml
    Updated Feb 10, 2017
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    TRADING ECONOMICS (2017). Israel Stock Market (TA-125) Data [Dataset]. https://tradingeconomics.com/israel/stock-market
    Explore at:
    excel, json, csv, xmlAvailable download formats
    Dataset updated
    Feb 10, 2017
    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 8, 1992 - Dec 2, 2025
    Area covered
    Israel
    Description

    Israel's main stock market index, the TA-125, rose to 3538 points on December 2, 2025, gaining 1.75% from the previous session. Over the past month, the index has climbed 4.40% and is up 50.06% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks this benchmark index from Israel. Israel Stock Market (TA-125) - values, historical data, forecasts and news - updated on December of 2025.

  7. US Stock Market and Commodities Data (2020-2024)

    • kaggle.com
    Updated Sep 1, 2024
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    Muhammad Ehsan (2024). US Stock Market and Commodities Data (2020-2024) [Dataset]. https://www.kaggle.com/datasets/muhammadehsan02/us-stock-market-and-commodities-data-2020-2024
    Explore at:
    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Sep 1, 2024
    Dataset provided by
    Kaggle
    Authors
    Muhammad Ehsan
    License

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

    Description

    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.

  8. F

    Stock Market Capitalization to GDP for United States

    • fred.stlouisfed.org
    json
    Updated May 7, 2024
    + more versions
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    (2024). Stock Market Capitalization to GDP for United States [Dataset]. https://fred.stlouisfed.org/series/DDDM01USA156NWDB
    Explore at:
    jsonAvailable download formats
    Dataset updated
    May 7, 2024
    License

    https://fred.stlouisfed.org/legal/#copyright-public-domainhttps://fred.stlouisfed.org/legal/#copyright-public-domain

    Area covered
    United States
    Description

    Graph and download economic data for Stock Market Capitalization to GDP for United States (DDDM01USA156NWDB) from 1975 to 2020 about market cap, stock market, capital, GDP, and USA.

  9. Livestock Monitoring Market - Size, Share & Industry Analysis

    • mordorintelligence.com
    pdf,excel,csv,ppt
    Updated Apr 3, 2025
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    Mordor Intelligence (2025). Livestock Monitoring Market - Size, Share & Industry Analysis [Dataset]. https://www.mordorintelligence.com/industry-reports/global-livestock-monitoring-market
    Explore at:
    pdf,excel,csv,pptAvailable download formats
    Dataset updated
    Apr 3, 2025
    Dataset provided by
    Authors
    Mordor Intelligence
    License

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

    Time period covered
    2019 - 2030
    Area covered
    Global
    Description

    The Global Livestock Monitoring Market Report is Segmented by Animal Type (Cattle, Poultry, Equine, and Others), Component (Hardware, Software, and Services), Application (Feeding Management, Milk Harvesting, Breeding Management, and Others), and Geography (North America, Europe, Asia-Pacific, Middle-East and Africa, and South America). The Report Offers the Market Size in Value Terms (USD) for the Above Segments.

  10. S

    Brent Stock Market Index

    • indexbox.io
    doc, docx, pdf, xls +1
    Updated Nov 1, 2025
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    IndexBox Inc. (2025). Brent Stock Market Index [Dataset]. https://www.indexbox.io/search/brent-stock-market-index/
    Explore at:
    pdf, xlsx, doc, docx, xlsAvailable 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 17, 2025
    Area covered
    World
    Variables measured
    Price CIF, Price FOB, Export Value, Import Price, Import Value, Export Prices, Export Volume, Import Volume
    Description

    The Brent Stock Market Index, also known as the FTSE 100 Index, is a market capitalization-weighted index of the top 100 companies listed on the London Stock Exchange. It is widely used as a benchmark for the performance of the UK stock market.

  11. Foreign Exchange Market Analysis, Size, and Forecast 2025-2029: North...

    • technavio.com
    pdf
    Updated Dec 27, 2024
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    Technavio (2024). Foreign Exchange Market Analysis, Size, and Forecast 2025-2029: North America (US and Canada), Europe (Germany, Switzerland, UK), Middle East and Africa (UAE), APAC (China, India, Japan), South America (Brazil), and Rest of World (ROW) [Dataset]. https://www.technavio.com/report/foreign-exchange-market-industry-analysis
    Explore at:
    pdfAvailable download formats
    Dataset updated
    Dec 27, 2024
    Dataset provided by
    TechNavio
    Authors
    Technavio
    License

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

    Time period covered
    2025 - 2029
    Area covered
    United States
    Description

    Snapshot img

    Foreign Exchange Market Size 2025-2029

    The foreign exchange market size is valued to increase by USD 582 billion, at a CAGR of 10.6% from 2024 to 2029. Growing urbanization and digitalization will drive the foreign exchange market.

    Major Market Trends & Insights

    Europe dominated the market and accounted for a 47% growth during the forecast period.
    By Type - Reporting dealers segment was valued at USD 278.60 billion in 2023
    By Trade Finance Instruments - Currency swaps segment accounted for the largest market revenue share in 2023
    

    Market Size & Forecast

    Market Opportunities: USD 118.14 billion
    Market Future Opportunities: USD 582.00 billion
    CAGR from 2024 to 2029 : 10.6%
    

    Market Summary

    The market, a dynamic and intricate web of financial transactions, plays a pivotal role in facilitating global trade and economic interactions. Its primary function is to enable the conversion of one currency into another, thereby mitigating the risk of currency fluctuations for businesses and investors. Key drivers of this market include growing urbanization and digitalization, which have expanded trading opportunities to a 24x7 global economy. However, the uncertainty of future exchange rates poses a significant challenge, necessitating effective risk management strategies. The market's evolution reflects the increasing interconnectedness of the global economy. Transactions occur in a decentralized, over-the-counter system, with major trading centers in London, New York, and Tokyo.
    Participants include commercial banks, investment banks, hedge funds, and individual investors, all seeking to capitalize on price differences between currencies. Trends shaping the market include the increasing use of automation and artificial intelligence to analyze market data and execute trades. Regulatory changes, such as the introduction of stricter capital requirements, also impact the market's functioning. Looking ahead, the market is expected to remain a vital component of the global financial landscape, with continued growth driven by increased trade and economic interdependence. However, challenges, such as regulatory changes and geopolitical risks, will necessitate adaptability and innovation from market participants.
    

    What will be the Size of the Foreign Exchange Market during the forecast period?

    Get Key Insights on Market Forecast (PDF) Request Free Sample

    How is the Foreign Exchange Market Segmented ?

    The foreign exchange industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD billion' for the period 2025-2029, as well as historical data from 2019-2023 for the following segments.

    Type
    
      Reporting dealers
      Financial institutions
      Non-financial customers
    
    
    Trade Finance Instruments
    
      Currency swaps
      Outright forward and FX swaps
      FX options
    
    
    Trading Platforms
    
      Electronic Trading
      Over-the-Counter (OTC)
      Mobile Trading
    
    
    Geography
    
      North America
    
        US
        Canada
    
    
      Europe
    
        Germany
        Switzerland
        UK
    
    
      Middle East and Africa
    
        UAE
    
    
      APAC
    
        China
        India
        Japan
    
    
      South America
    
        Brazil
    
    
      Rest of World (ROW)
    

    By Type Insights

    The reporting dealers segment is estimated to witness significant growth during the forecast period.

    The market, a dynamic and ever-evolving financial landscape, is characterized by constant activity and intricate patterns. Participants engage in various trading strategies, employing advanced tools such as stop-loss and take-profit orders on forex trading platforms. Real-time data feeds and order book dynamics facilitate trade execution speed, while market microstructure and slippage minimization techniques ensure efficient transactions. Currency correlation analysis and transaction cost analysis are integral to informed decision-making, with backtesting methodologies providing valuable insights. Currency forwards contracts, position sizing techniques, and forex derivatives pricing are essential components of risk management systems. Carry trade strategies, hedging strategies, and interest rate parity are popular tactics employed by market participants.

    Algorithmic trading strategies, driven by options pricing models and trading algorithms' efficiency, significantly influence price discovery mechanisms. High-frequency trading and volatility modeling contribute to the market's liquidity risk management, while foreign exchange swaps and currency option valuation help manage risk. The market's complexities necessitate sophisticated risk management systems and intricate order routing optimization. Global payments systems facilitate the smooth transfer of funds, and liquidity risk management remains a critical concern for market participants. According to recent studies, The market is estimated to account for approximately USD6 trillion in daily trading volume, und

  12. Safflower Seeds Market Size & Share Analysis - Industry Research Report -...

    • mordorintelligence.com
    pdf,excel,csv,ppt
    Updated Mar 19, 2025
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    Mordor Intelligence (2025). Safflower Seeds Market Size & Share Analysis - Industry Research Report - Growth Trends [Dataset]. https://www.mordorintelligence.com/industry-reports/safflower-seeds-market
    Explore at:
    pdf,excel,csv,pptAvailable download formats
    Dataset updated
    Mar 19, 2025
    Dataset provided by
    Authors
    Mordor Intelligence
    License

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

    Time period covered
    2019 - 2030
    Area covered
    Global
    Description

    The Global Safflower Market Report is Segmented by Geography. The Report Includes Production, Consumption, and Trade Analysis of the Top Safflower Markets Across the World. The Report Offers Market Size and Forecast in Terms of Value in (USD) and Volume in (metric Tons) for all the Segments Mentioned Above.

  13. Global Financial Data Services Market Size By Service Type, By End-User, By...

    • verifiedmarketresearch.com
    Updated Sep 5, 2024
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    VERIFIED MARKET RESEARCH (2024). Global Financial Data Services Market Size By Service Type, By End-User, By Deployment Mode, By Geographic Scope And Forecast [Dataset]. https://www.verifiedmarketresearch.com/product/financial-data-services-market/
    Explore at:
    Dataset updated
    Sep 5, 2024
    Dataset provided by
    Verified Market Researchhttps://www.verifiedmarketresearch.com/
    Authors
    VERIFIED MARKET RESEARCH
    License

    https://www.verifiedmarketresearch.com/privacy-policy/https://www.verifiedmarketresearch.com/privacy-policy/

    Time period covered
    2024 - 2031
    Area covered
    Global
    Description

    Financial Data Services Market size was valued at USD 23.3 Billion in 2023 and is projected to reach USD 42.6 Billion by 2031, growing at a CAGR of 8.1% during the forecast period 2024-2031.Global Financial Data Services Market DriversThe market drivers for the Financial Data Services Market can be influenced by various factors. These may include:The need for real-time analytics is growing: Real-time analytics are becoming more and more necessary in the financial sector due to the acceleration of data consumption. To reduce risks, make wise decisions, and enhance customer service, organizations need quick insights. Stakeholders are giving priority to solutions that enable quick data processing and analysis due to the increase in market volatility and complexity. The need for sophisticated analytical skills is driving providers of financial data services to modernize their products. As companies come to realize that using real-time data is crucial for keeping a competitive edge in a fast-paced financial climate, the competition among them to provide timely insights also boosts market growth.Growing Machine Learning and AI Adoption: Data analysis has been profoundly changed by the incorporation of AI and machine learning technology into financial data services. By enabling predictive analytics, these technologies help financial organizations make better decisions and reduce risk. Businesses can find trends that were previously invisible by automating data processing operations. This leads to more precise forecasts and improved investment plans. Furthermore, sophisticated algorithms are flexible enough to adjust to shifting circumstances, keeping organizations flexible. The increasing intricacy of financial markets necessitates the use of AI and machine learning, which in turn drives demand for sophisticated financial data services and promotes innovation in the sector.Global Financial Data Services Market RestraintsSeveral factors can act as restraints or challenges for the Financial Data Services Market. These may include:Difficulties in Regulatory Compliance: Regulations controlling data management, privacy, and financial transactions place heavy restrictions on the financial data services market. Regulations like the GDPR, CCPA, and banking industry standards like Basel III and SOX must all be complied with by organizations. Complying with these requirements frequently necessitates a significant investment in staff and compliance systems, which can be taxing, especially for smaller businesses. Regulations are dynamic, and different locations have different needs, which adds to the complexity and expense. Noncompliance not only results in monetary fines but also has the potential to harm an entity's image, so impeding market expansion.Dangers to Data Security: Threats to data security are a major impediment to the financial data services market. Because they manage sensitive data, financial institutions are often the targets of cyberattacks. Breach can lead to significant monetary losses, legal repercussions, and long-term harm to one's image. Although they can greatly increase operating expenses, investments in strong security measures like encryption, safe access protocols, and continual monitoring are crucial. Moreover, the dynamic strategies employed by cybercriminals need continuous adjustment, placing a burden on resources and detracting from the main operations of businesses. The evolution of security threats poses a challenge to preserving consumer trust, hence impeding industry expansion.

  14. Mutual Funds Market Analysis, Size, and Forecast 2025-2029: North America...

    • technavio.com
    pdf
    Updated Jan 28, 2025
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    Technavio (2025). Mutual Funds Market Analysis, Size, and Forecast 2025-2029: North America (US and Canada), Europe (France, Germany, Italy, Spain, and UK), APAC (Australia, China, and India), and Rest of World (ROW) [Dataset]. https://www.technavio.com/report/mutual-funds-market-analysis
    Explore at:
    pdfAvailable download formats
    Dataset updated
    Jan 28, 2025
    Dataset provided by
    TechNavio
    Authors
    Technavio
    License

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

    Time period covered
    2025 - 2029
    Area covered
    Canada, United States
    Description

    Snapshot img

    Mutual Funds Market Size 2025-2029

    The mutual funds market size is valued to increase USD 85.5 trillion, at a CAGR of 9.9% from 2024 to 2029. Market liquidity will drive the mutual funds market.

    Major Market Trends & Insights

    North America dominated the market and accounted for a 52% growth during the forecast period.
    By Type - Stock funds segment was valued at USD 50.80 trillion in 2023
    By Distribution Channel - Advice channel segment accounted for the largest market revenue share in 2023
    

    Market Size & Forecast

    Market Opportunities: USD 151.38 trillion
    Market Future Opportunities: USD 85.50 trillion
    CAGR : 9.9%
    North America: Largest market in 2023
    

    Market Summary

    The market represents a dynamic and ever-evolving financial landscape, characterized by continuous growth and innovation. With core technologies such as artificial intelligence and machine learning increasingly shaping investment strategies, mutual funds have become a preferred choice for individual and institutional investors alike. According to recent reports, mutual fund assets under management globally reached an impressive 61.8 trillion USD as of 2021, underscoring the market's substantial size and influence. However, the market is not without challenges. Transaction risks, regulatory compliance, and competition from alternative investment vehicles remain significant hurdles.
    Despite these challenges, opportunities abound, particularly in developing nations where mutual fund adoption rates have been on the rise. For instance, mutual fund assets in Asia Pacific grew by 15.3% in 2020, outpacing the global average. As market liquidity continues to improve and regulatory frameworks evolve, the market is poised for further expansion and transformation.
    

    What will be the Size of the Mutual Funds Market during the forecast period?

    Get Key Insights on Market Forecast (PDF) Request Free Sample

    How is the Mutual Funds Market Segmented and what are the key trends of market segmentation?

    The mutual funds industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD trillion' for the period 2025-2029, as well as historical data from 2019-2023 for the following segments.

    Type
    
      Stock funds
      Bond funds
      Money market funds
      Hybrid funds
    
    
    Distribution Channel
    
      Advice channel
      Retirement plan channel
      Institutional channel
      Direct channel
      Supermarket channel
    
    
    Geography
    
      North America
    
        US
        Canada
    
    
      Europe
    
        France
        Germany
        Italy
        Spain
        UK
    
    
      APAC
    
        Australia
        China
        India
    
    
      Rest of World (ROW)
    

    By Type Insights

    The stock funds segment is estimated to witness significant growth during the forecast period.

    Mutual funds, specifically those investing in stocks, constitute a significant segment of the financial market. These funds exhibit diverse characteristics, catering to various investor preferences. For instance, growth funds prioritize stocks with high growth potential, while income funds focus on securities yielding regular dividends. Index funds mirror a specific market index, such as the S&P 500, and sector funds zero in on a particular industry sector. Share classes within mutual funds differ based on the share of investment. For example, large-cap funds allocate a minimum of 80% of their assets to large-cap companies, which represent the top 100 firms in terms of market capitalization.

    Investors can opt for dividend reinvestment plans, enabling them to reinvest their dividends to maximize returns. Tax-efficient investing strategies, such as tax-loss harvesting, help minimize tax liabilities. Bond fund yields and currency exchange risk are essential considerations for investors in bond funds. Risk management strategies, including diversification and asset allocation models, play a crucial role in mitigating potential losses. Fund manager expertise and regulatory compliance frameworks are essential factors for investors. Hedge fund strategies, financial statement audits, actively managed funds, and passive investment strategies all contribute to the evolving mutual fund landscape. Expense ratios, asset allocation models, capital gains distributions, and portfolio rebalancing techniques are essential metrics for evaluating mutual fund performance.

    Inflation-adjusted returns and equity fund volatility are crucial for long-term investment planning. Alternative investment funds and exchange-traded funds (ETFs) offer additional investment opportunities, with global diversification benefits and passive investment strategies gaining popularity. Nav calculation methods and passive investment strategies further broaden the scope of mutual fund investments. According to recent studies, stock mutual fund adoption stands at 35%, with expectations of a 21% increase in industry participation over the next five years. Meanwhil

  15. c

    Global Education And Training Market Report 2025 Edition, Market Size,...

    • cognitivemarketresearch.com
    pdf,excel,csv,ppt
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    Cognitive Market Research, Global Education And Training Market Report 2025 Edition, Market Size, Share, CAGR, Forecast, Revenue [Dataset]. https://www.cognitivemarketresearch.com/education-and-training-market-report
    Explore at:
    pdf,excel,csv,pptAvailable download formats
    Dataset authored and provided by
    Cognitive Market Research
    License

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

    Time period covered
    2021 - 2033
    Area covered
    Global
    Description

    Global Education And Training market size 2021 was recorded $99.44 Billion whereas by the end of 2025 it will reach $188.9 Billion. According to the author, by 2033 Education And Training market size will become $681.674. Education And Training market will be growing at a CAGR of 17.4% during 2025 to 2033.

  16. E

    FinTech Market Size and Share Outlook - Forecast Trends and Growth Analysis...

    • expertmarketresearch.com
    Updated Mar 4, 2025
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    Claight Corporation (Expert Market Research) (2025). FinTech Market Size and Share Outlook - Forecast Trends and Growth Analysis Report (2025-2034) [Dataset]. https://www.expertmarketresearch.com/reports/fintech-market
    Explore at:
    pdf, excel, csv, pptAvailable download formats
    Dataset updated
    Mar 4, 2025
    Dataset authored and provided by
    Claight Corporation (Expert Market Research)
    License

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

    Time period covered
    2025 - 2034
    Area covered
    Global
    Variables measured
    CAGR, Forecast Market Value, Historical Market Value
    Measurement technique
    Secondary market research, data modeling, expert interviews
    Dataset funded by
    Claight Corporation (Expert Market Research)
    Description

    The global fintech market size reached approximately USD 226.71 Billion in 2024. The market is projected to grow at a CAGR of 16.80% between 2025-2034, reaching a value of around USD 1071.27 Billion by 2034.

    The global fintech market is growing at a brisk pace, driven by technology progress and the expanding demand from customers for digital finance solutions. As the market continues to grow with a forecast CAGR of more than 15% in the forecast period, it is largely growing in North America. Prominent factors propelling this growth are regulatory policies, better security measures, and the emergence of digital banking. As financial companies adopt innovation, the international fintech market will continue its trend of growth.

  17. G

    Rolling Stock Market Research Report 2033

    • growthmarketreports.com
    csv, pdf, pptx
    Updated Oct 6, 2025
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    Growth Market Reports (2025). Rolling Stock Market Research Report 2033 [Dataset]. https://growthmarketreports.com/report/rolling-stock-market
    Explore at:
    csv, pdf, pptxAvailable download formats
    Dataset updated
    Oct 6, 2025
    Dataset authored and provided by
    Growth Market Reports
    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Rolling Stock Market Outlook



    According to our latest research, the global Rolling Stock Market size reached USD 61.2 billion in 2024, with the market exhibiting a robust growth trajectory. The market is expected to expand at a CAGR of 4.6% during the forecast period, reaching a projected value of USD 91.6 billion by 2033. This growth is primarily driven by increasing investments in rail infrastructure, rapid urbanization, and the growing need for efficient, sustainable modes of transportation worldwide. The market’s positive momentum is further fueled by technological advancements and supportive government policies aimed at modernizing railway networks and enhancing passenger and freight mobility.




    One of the most significant growth factors for the rolling stock market is the ongoing global urbanization and the associated surge in demand for mass transit solutions. As urban populations swell, cities are increasingly investing in metro systems, trams, and commuter trains to alleviate traffic congestion and reduce environmental impacts. Governments and municipal authorities are prioritizing the expansion and modernization of urban rail networks, leading to substantial procurement of new rolling stock. Additionally, the shift towards green mobility and the need to reduce carbon emissions are prompting the replacement of older, polluting trains with modern, energy-efficient models. This transition is particularly evident in densely populated regions such as Asia Pacific and Europe, where public transportation is a vital component of urban infrastructure.




    Technological advancements are another critical factor propelling the rolling stock market forward. The integration of digital technologies, such as smart sensors, IoT, predictive maintenance, and autonomous train systems, is transforming the operational efficiency and safety of rail networks. Manufacturers are focusing on hybrid and fully electric rolling stock to meet stringent emission regulations and lower operational costs. The development of autonomous and semi-autonomous trains is opening new avenues for rail operators, enabling them to optimize schedules and reduce human error. Furthermore, the adoption of lightweight materials and advanced propulsion systems is enhancing the performance, energy efficiency, and lifespan of rolling stock, making them more attractive investments for both public and private sector stakeholders.




    The expansion of freight transportation networks is also contributing significantly to the growth of the rolling stock market. With global trade volumes on the rise, there is a heightened demand for efficient logistics and supply chain solutions. Rail freight offers a cost-effective and environmentally friendly alternative to road and air transport, particularly for bulk goods and long-distance shipments. Countries with vast landmasses, such as the United States, China, and Russia, are investing heavily in freight wagons and locomotives to support industrial growth and export activities. The modernization of freight rolling stock, including the adoption of advanced braking systems and increased load capacities, is enabling rail operators to compete more effectively with other modes of transportation, further stimulating market growth.




    From a regional perspective, Asia Pacific dominates the global rolling stock market, accounting for the largest share in 2024. This leadership position is attributed to rapid urbanization, significant government investments in rail infrastructure, and the presence of major rolling stock manufacturers in countries such as China, Japan, and India. North America and Europe also represent substantial markets, driven by ongoing infrastructure modernization projects and the adoption of advanced technologies. Latin America and the Middle East & Africa are emerging as promising regions, with governments prioritizing rail development to support economic diversification and regional connectivity. The regional outlook remains positive, with all major markets expected to witness healthy growth rates throughout the forecast period.





    <h2 id='product-type-analysis&

  18. i

    Global Grape Market Report 2025 - Prices, Size, Forecast, and Companies

    • indexbox.io
    doc, docx, pdf, xls +1
    Updated Dec 1, 2025
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    IndexBox Inc. (2025). Global Grape Market Report 2025 - Prices, Size, Forecast, and Companies [Dataset]. https://www.indexbox.io/store/world-grapes-market-report-analysis-and-forecast-to-2020/
    Explore at:
    xlsx, docx, doc, pdf, xlsAvailable 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
    Demand, Supply, Price CIF, Price FOB, Market size, Export price, Export value, Import price, Import value, Export volume, and 8 more
    Description

    In 2024, the global grape market increased by 7.3% to $164.3B, rising for the second consecutive year after two years of decline. The market value increased at an average annual rate of +2.0% over the period from 2012 to 2024; the trend pattern remained relatively stable, with somewhat noticeable fluctuations in certain years. Global consumption peaked in 2024 and is expected to retain growth in the immediate term.

  19. k

    Global data visualization tools market report size, share, growth drivers,...

    • kenresearch.com
    pdf
    Updated Nov 23, 2025
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    Ken Research (2025). Global data visualization tools market report size, share, growth drivers, trends, opportunities & forecast 2025–2030 [Dataset]. https://www.kenresearch.com/global-data-visualization-tools-market
    Explore at:
    pdfAvailable download formats
    Dataset updated
    Nov 23, 2025
    Dataset authored and provided by
    Ken Research
    License

    https://www.kenresearch.com/terms-and-conditionshttps://www.kenresearch.com/terms-and-conditions

    Description

    Global data visualization tools market is valued at USD 8.5 billion, expected to grow at 9.5% CAGR from 2019 to 2030, driven by big data analytics, AI integration, and cloud solutions.

  20. Check Valve Market Size & Share Analysis - Industry Research Report - Growth...

    • mordorintelligence.com
    pdf,excel,csv,ppt
    Updated Nov 20, 2024
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    Mordor Intelligence (2024). Check Valve Market Size & Share Analysis - Industry Research Report - Growth Trends [Dataset]. https://www.mordorintelligence.com/industry-reports/global-check-valve-market
    Explore at:
    pdf,excel,csv,pptAvailable download formats
    Dataset updated
    Nov 20, 2024
    Dataset provided by
    Authors
    Mordor Intelligence
    License

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

    Time period covered
    2019 - 2030
    Area covered
    Global
    Description

    The Check Valve Market report segments the industry into Material Type (Stainless Steel, Alloy Based, Cast Iron, Cryogenic, Others), By Valve Type (Rotary Valves, Linear Valves), By Application (On-Off/Isolation, Control), By End-User Industry (Oil and Gas, Water and Wastewater Treatment, Energy and Power, Food and Beverage, and more), and By Geography (North America, Europe, Asia Pacific, Latin America, Middle East and Africa).

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Mehdi Aminazadeh (2025). Global Stock Market Dataset [Dataset]. https://www.kaggle.com/datasets/mehdiaminazadeh/global-stock-market-dataset
Organization logo

Global Stock Market Dataset

Explore at:
zip(2445985 bytes)Available download formats
Dataset updated
Oct 25, 2025
Authors
Mehdi Aminazadeh
License

https://creativecommons.org/publicdomain/zero/1.0/https://creativecommons.org/publicdomain/zero/1.0/

Description

Global Stock Market Financial Dataset (from TradingView)

This collection provides a comprehensive snapshot of over 11,800 publicly traded companies worldwide. It combines multiple financial statements and performance indicators extracted from TradingView to support data analysis, stock screening, and financial modeling.

Files Overview

1.tradingview_all_stocks.csv Contains general stock information and market statistics.

Columns: ticker, name, close, change, change_abs, volume, market_cap_basic, price_earnings_ttm, sector, industry Size: 11,806 rows × 10 columns Description: Lists all active stocks with latest prices, PE ratios, and sector/industry classifications.

2.tradingview_performance.csv Tracks short- and long-term stock performance.

Columns (sample): ticker, name, close, Perf.W, Perf.1M, Perf.3M, Perf.6M, Perf.YTD, Perf.1Y, Perf.5Y, etc. Size: 11,814 rows × 17 columns Description: Shows relative percentage performance across multiple timeframes.

3.balance_sheet.csv Summarizes financial position and liquidity metrics.

Columns: total_assets_fq, cash_n_short_term_invest_fq, total_liabilities_fq, total_debt_fq, net_debt_fq, total_equity_fq, current_ratio_fq Size: 11,821 rows × 12 columns Description: Includes key balance sheet values, enabling leverage and liquidity analysis.

4.cashflow.csv Focuses on company cash generation and sustainability.

Columns: free_cash_flow_ttm Size: 11,821 rows × 4 columns Description: Provides trailing twelve-month free cash flow figures for profitability evaluation.

5.dividends.csv Details dividend-related statistics.

Columns: dividends_yield, dividend_payout_ratio_ttm Size: 11,823 rows × 5 columns Description: Useful for income-focused investors; includes dividend yields and payout ratios.

6.income_statement.csv Presents company earnings metrics.

Columns: total_revenue_ttm, gross_profit_ttm, net_income_ttm, ebitda_ttm Size: 11,821 rows × 7 columns Description: Captures profitability over the last 12 months for revenue and margin analysis.

7.profitability.csv Shows margin-based performance indicators.

Columns: gross_margin_ttm, operating_margin_ttm, net_margin_ttm, ebitda_margin_ttm Size: 11,823 rows × 7 columns Description: Enables efficiency and operational performance comparisons across companies.

Use Cases 1. Stock market and financial analysis 2. Portfolio optimization and factor modeling 3. Machine learning for price prediction 4. Company benchmarking and screening 5. Academic or educational use in finance courses

Data Source & Notes 1. All data was aggregated from TradingView using public financial data endpoints. 2. Missing values may occur for companies that do not report certain metrics. 3. All monetary figures are based on the latest available TTM (Trailing Twelve Months) or FQ (Fiscal Quarter) data at the time of extraction.

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