100+ datasets found
  1. Share of Americans investing money in the stock market 1999-2024

    • statista.com
    Updated Jun 25, 2025
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    Statista (2025). Share of Americans investing money in the stock market 1999-2024 [Dataset]. https://www.statista.com/statistics/270034/percentage-of-us-adults-to-have-money-invested-in-the-stock-market/
    Explore at:
    Dataset updated
    Jun 25, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    1999 - 2024
    Area covered
    United States
    Description

    In 2024, ** percent of adults in the United States invested in the stock market. This figure has remained steady over the last few years, and is still below the levels before the Great Recession, when it peaked in 2007 at ** percent. What is the stock market? The stock market can be defined as a group of stock exchanges, where investors can buy shares in a publicly traded company. In more recent years, it is estimated an increasing number of Americans are using neobrokers, making stock trading more accessible to investors. Other investments A significant number of people think stocks and bonds are the safest investments, while others point to real estate, gold, bonds, or a savings account. Since witnessing the significant one-day losses in the stock market during the Financial Crisis, many investors were turning towards these alternatives in hopes for more stability, particularly for investments with longer maturities. This could explain the decrease in this statistic since 2007. Nevertheless, some speculators enjoy chasing the short-run fluctuations, and others see value in choosing particular stocks.

  2. T

    United States Stock Market Index Data

    • tradingeconomics.com
    • ar.tradingeconomics.com
    • +11more
    csv, excel, json, xml
    Updated Sep 26, 2025
    + more versions
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    TRADING ECONOMICS (2025). United States Stock Market Index Data [Dataset]. https://tradingeconomics.com/united-states/stock-market
    Explore at:
    excel, xml, json, csvAvailable download formats
    Dataset updated
    Sep 26, 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
    Jan 3, 1928 - Sep 26, 2025
    Area covered
    United States
    Description

    The main stock market index of United States, the US500, rose to 6617 points on September 26, 2025, gaining 0.19% from the previous session. Over the past month, the index has climbed 2.09% and is up 15.32% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks this benchmark index from United States. United States Stock Market Index - values, historical data, forecasts and news - updated on September of 2025.

  3. Countries with largest stock markets globally 2025

    • statista.com
    Updated Jun 18, 2025
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    Statista (2025). Countries with largest stock markets globally 2025 [Dataset]. https://www.statista.com/statistics/710680/global-stock-markets-by-country/
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    Dataset updated
    Jun 18, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2025
    Area covered
    Worldwide
    Description

    In 2025, stock markets in the United States accounted for roughly ** percent of world stocks. The next largest country by stock market share was China, followed by the European Union as a whole. The New York Stock Exchange (NYSE) and the NASDAQ are the largest stock exchange operators worldwide. What is a stock exchange? The first modern publicly traded company was the Dutch East Industry Company, which sold shares to the general public to fund expeditions to Asia. Since then, groups of companies have formed exchanges in which brokers and dealers can come together and make transactions in one space. Stock market indices group companies trading on a given exchange, giving an idea of how they evolve in real time. Appeal of stock ownership Over half of adults in the United States are investing money in the stock market. Stocks are an attractive investment because the possible return is higher than offered by other financial instruments.

  4. F

    S&P 500

    • fred.stlouisfed.org
    json
    Updated Sep 25, 2025
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    (2025). S&P 500 [Dataset]. https://fred.stlouisfed.org/series/SP500
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    jsonAvailable download formats
    Dataset updated
    Sep 25, 2025
    License

    https://fred.stlouisfed.org/legal/#copyright-pre-approvalhttps://fred.stlouisfed.org/legal/#copyright-pre-approval

    Description

    View data of the S&P 500, an index of the stocks of 500 leading companies in the US economy, which provides a gauge of the U.S. equity market.

  5. U

    US Capital Market Exchange Ecosystem Report

    • marketreportanalytics.com
    doc, pdf, ppt
    Updated Apr 28, 2025
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    Market Report Analytics (2025). US Capital Market Exchange Ecosystem Report [Dataset]. https://www.marketreportanalytics.com/reports/us-capital-market-exchange-ecosystem-99588
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    doc, ppt, pdfAvailable download formats
    Dataset updated
    Apr 28, 2025
    Dataset authored and provided by
    Market Report Analytics
    License

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

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The US capital market exchange ecosystem, encompassing exchanges like the NYSE, NASDAQ, and Cboe, is a robust and dynamic sector experiencing significant growth. Driven by factors such as increasing retail investor participation fueled by technological advancements and democratization of access to financial markets (e.g., through commission-free trading apps), and a surge in IPOs and other capital-raising activities by both established and emerging companies, the market demonstrates substantial expansion potential. The diversification of financial instruments beyond traditional equities and debt into areas like derivatives and ETFs further contributes to market expansion. Institutional investors, including hedge funds and mutual funds, continue to play a pivotal role, driving trading volume and liquidity. While regulatory changes and macroeconomic uncertainties pose potential restraints, the overall outlook remains positive, with a projected CAGR exceeding 8% for the forecast period 2025-2033. Technological innovations, including AI-driven trading algorithms and blockchain technology for enhanced security and transparency, are reshaping the landscape, promoting efficiency and attracting further investment. The segment breakdown reveals a substantial contribution from both primary and secondary markets, with equity trading likely holding a larger market share compared to debt instruments in the US context. Regional analysis highlights the dominance of North America, particularly the United States, due to its mature financial markets and large pool of both retail and institutional investors. However, other regions, including Europe and Asia-Pacific, are demonstrating increasing participation and growth, fueled by economic expansion and the rising middle class in emerging economies. The competitive landscape is characterized by established players alongside emerging fintech companies offering innovative trading platforms and services. This competition fosters innovation and enhances market efficiency, benefiting both investors and businesses seeking capital. The ongoing evolution of the ecosystem necessitates ongoing adaptation and strategic planning for all participants, ensuring relevance and profitability in a rapidly changing environment. Notable trends are: Increasing Capitalization in Equity Market Driving the Capital Market.

  6. U.S. adults who would invest in stock market as of March 2020

    • statista.com
    Updated Jul 11, 2025
    + more versions
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    Statista (2025). U.S. adults who would invest in stock market as of March 2020 [Dataset]. https://www.statista.com/statistics/1104525/investment-behavior-coronavirus-outbreak-usa/
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    Dataset updated
    Jul 11, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Mar 13, 2020 - Mar 16, 2020
    Area covered
    United States
    Description

    In a March 2020 survey, over ********* of adults reported that they were less likely to invest in the stock market based on what they knew about the coronavirus. Only ** percent of respondents said they were more likely to invest.

  7. Stock Market DataSet

    • kaggle.com
    Updated Dec 26, 2023
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    Zahra Shahzahi (2023). Stock Market DataSet [Dataset]. http://doi.org/10.34740/kaggle/dsv/7282976
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    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Dec 26, 2023
    Dataset provided by
    Kagglehttp://kaggle.com/
    Authors
    Zahra Shahzahi
    License

    Apache License, v2.0https://www.apache.org/licenses/LICENSE-2.0
    License information was derived automatically

    Description


    1. What is the dataset about?
    - The data is related to the financial markets of America, for each stock on specific dates, we have a series of information, according to which we can analyze the data.

    Variable NameDescription
    Date specifies trading date
    Openopening price
    Highmaximum price during the day
    Lowminimum price during the day
    Closeclose price adjusted for splits
    Adj CloseThe final price
    Volumethe number of shares that changed hands during a given day

    An important point in our data is that the data must be cleaned and the valume column is better because there is a lot of data noise in it.

  8. F

    Rest of the World; Foreign Direct Investment in U.S.: Equity; Asset (Market...

    • fred.stlouisfed.org
    json
    Updated Sep 11, 2025
    + more versions
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    (2025). Rest of the World; Foreign Direct Investment in U.S.: Equity; Asset (Market Value), Transactions [Dataset]. https://fred.stlouisfed.org/series/BOGZ1FA263092141A
    Explore at:
    jsonAvailable download formats
    Dataset updated
    Sep 11, 2025
    License

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

    Description

    Graph and download economic data for Rest of the World; Foreign Direct Investment in U.S.: Equity; Asset (Market Value), Transactions (BOGZ1FA263092141A) from 1946 to 2024 about FDI, market value, equity, transactions, assets, and USA.

  9. T

    United States Stock Market Index Data

    • tradingeconomics.com
    • fa.tradingeconomics.com
    • +6more
    csv, excel, json, xml
    Updated Mar 6, 2024
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    TRADING ECONOMICS (2024). United States Stock Market Index Data [Dataset]. https://tradingeconomics.com/united-states/stock-market?&sa=u&ei=oscuvi_vm87uaom-gzah&ved=0cdcqfjag&usg=afqjcnft8xo94npdcodluglxnqi05ysxta
    Explore at:
    excel, json, csv, xmlAvailable download formats
    Dataset updated
    Mar 6, 2024
    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
    Jan 3, 1928 - Sep 8, 2025
    Area covered
    United States
    Description

    The main stock market index of United States, the US500, rose to 6497 points on September 8, 2025, gaining 0.24% from the previous session. Over the past month, the index has climbed 1.94% and is up 18.76% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks this benchmark index from United States. United States Stock Market Index - values, historical data, forecasts and news - updated on September of 2025.

  10. a

    US Stock Market End of Day dataset

    • academictorrents.com
    bittorrent
    Updated Dec 24, 2016
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    Atreyuroc (2016). US Stock Market End of Day dataset [Dataset]. https://academictorrents.com/details/c5a49e46249fef6a3219919fef96fd0265da4d3a
    Explore at:
    bittorrent(250708117)Available download formats
    Dataset updated
    Dec 24, 2016
    Dataset authored and provided by
    Atreyuroc
    License

    https://academictorrents.com/nolicensespecifiedhttps://academictorrents.com/nolicensespecified

    Description

    4974 Stock Symbols End of day data. Includes close open high low volume and date. Data was collected from Google finance public data. +—————+——————+ | Table | Size in MB | +—————+——————+ | surf_eod | 1109.00 | +—————+——————+ 1 row in set (0.00 sec) mysql> SELECT COUNT(DISTINCT( ticker )) FROM surf_eod; +—————————————-+ | COUNT(DISTINCT( ticker )) | +—————————————-+ | 4974 | +—————————————-+ 1 row in set (6.31 sec) mysql> describe surf_eod; +————+——————-+—&mdash

  11. Largest stock exchange operators worldwide 2025, by market capitalization

    • statista.com
    Updated Jun 23, 2025
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    Statista (2025). Largest stock exchange operators worldwide 2025, by market capitalization [Dataset]. https://www.statista.com/statistics/270126/largest-stock-exchange-operators-by-market-capitalization-of-listed-companies/
    Explore at:
    Dataset updated
    Jun 23, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Jun 2025
    Area covered
    Worldwide
    Description

    The New York Stock Exchange (NYSE) is the largest stock exchange in the world, with an equity market capitalization of almost ** trillion U.S. dollars as of June 2025. The following three exchanges were the NASDAQ, PINK Exchange, and the Frankfurt Exchange. What is a stock exchange? A stock exchange is a marketplace where stockbrokers, traders, buyers, and sellers can trade in equities products. The largest exchanges have thousands of listed companies. These companies sell shares of their business, giving the general public the opportunity to invest in them. The oldest stock exchange worldwide is the Frankfurt Stock Exchange, founded in the late sixteenth century. Other functions of a stock exchange Since these are publicly traded companies, every firm listed on a stock exchange has had an initial public offering (IPO). The largest IPOs can raise billions of dollars in equity for the firm involved. Related to stock exchanges are derivatives exchanges, where stock options, futures contracts, and other derivatives can be traded.

  12. c

    The global stock market size is USD 3645.2 million in 2024.

    • cognitivemarketresearch.com
    pdf,excel,csv,ppt
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    Cognitive Market Research, The global stock market size is USD 3645.2 million in 2024. [Dataset]. https://www.cognitivemarketresearch.com/stock-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

    According to Cognitive Market Research, the global stock market size was USD 3645.2 million in 2024. It will expand at a compound annual growth rate (CAGR) of 13% from 2024 to 2031.

    North America held the major market share for more than 40% of the global revenue with a market size of USD 1458.1 million in 2024 and will grow at a compound annual growth rate (CAGR) of 11.2% from 2024 to 2031.
    Europe accounted for a market share of over 30% of the global revenue with a market size of USD 1093.6 million.
    Asia Pacific held a market share of around 23% of the global revenue with a market size of USD 838.4 million in 2024 and will grow at a compound annual growth rate (CAGR) of 15% from 2024 to 2031.
    Latin America had a market share of more than 5% of the global revenue with a market size of USD 182.3 million in 2024 and will grow at a compound annual growth rate (CAGR) of 12.4% from 2024 to 2031.
    Middle East and Africa had a market share of around 2% of the global revenue and was estimated at a market size of USD 72.9 million in 2024 and will grow at a compound annual growth rate (CAGR) of 12.7% from 2024 to 2031.
    The broker end users held the highest stock market revenue share in 2024.
    

    Market Dynamics of Stock Market

    Key Drivers for the Stock Market

    Rising Demand for Real-Time Data and Analytics to be an Emerging Market Trend
    

    The increasing need for real-time data and advanced analytics is a significant driver in the stock trading and investing market growth. Investors and traders require up-to-the-minute information on stock prices, market trends, and financial news to make informed decisions quickly. As financial markets become more dynamic and competitive, the ability to access and analyze real-time data becomes crucial for success. Trading applications that offer real-time updates, advanced charting tools, and detailed analytics provide users with a competitive edge by enabling them to react swiftly to market movements. This heightened demand for real-time insights fuels the development and adoption of sophisticated trading platforms that cater to both professional traders and retail investors seeking to maximize their investment opportunities.

    Increasing Adoption of Mobile Trading Platforms to Boost Market Growth
    

    The rapid adoption of mobile trading platforms is another key driver for the stock market expansion. With the proliferation of smartphones and mobile internet access, investors are increasingly favoring mobile platforms for their trading activities due to their convenience and accessibility. Mobile trading apps offer users the ability to trade, monitor portfolios, and access financial information on the go, which appeals to both active traders and casual investors. This shift towards mobile platforms is supported by innovations in-app functionality, user experience, and security features. As more investors seek flexibility and real-time engagement with their investments, the demand for sophisticated and user-friendly mobile trading applications continues to rise, propelling market growth.

    Restraint Factor for the Stock Market

    Stringent Rules and Regulations to Impede the Adoption of Online Trading Platforms
    

    Regulatory compliance and legal challenges are major restraints for the stock trading and investing market share. The financial industry is heavily regulated, with strict rules governing trading practices, data protection, and financial disclosures. Compliance with these regulations requires substantial investment in legal expertise, technology, and administrative processes. Changes in regulations can also introduce uncertainty and additional compliance costs for application providers. For example, regulations such as the Markets in Financial Instruments Directive II (MiFID II) in Europe and the Dodd-Frank Act in the U.S. impose stringent requirements on trading practices and transparency. Failure to adhere to these regulations can result in legal penalties and damage to a company’s reputation, which can inhibit market growth and innovation in trading applications.

    Market Volatility and Investor Uncertainty
    
    The stock market is highly sensitive to global economic conditions, geopolitical tensions, interest rate fluctuations, and unexpected events (such as pandemics or wars). This inherent volatility can lead to sharp declines in investor confidence and capital outflows, especially among retail in...
    
  13. T

    United States Stock Market Index Data

    • tradingeconomics.com
    • jp.tradingeconomics.com
    • +4more
    csv, excel, json, xml
    + more versions
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    TRADING ECONOMICS, United States Stock Market Index Data [Dataset]. https://tradingeconomics.com/united-states/stock-market??sa=u?ei=ffhqvnvmn5dloatmoocabw&ved=0cjmbebywfq&usg=afqjcngzbcc8p0owixmdsdjcu_endviwgg
    Explore at:
    csv, excel, xml, jsonAvailable download formats
    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
    Jan 3, 1928 - Sep 25, 2025
    Area covered
    United States
    Description

    The main stock market index of United States, the US500, fell to 6612 points on September 25, 2025, losing 0.39% from the previous session. Over the past month, the index has climbed 2.27% and is up 15.09% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks this benchmark index from United States. United States Stock Market Index - values, historical data, forecasts and news - updated on September of 2025.

  14. F

    Rest of the World; Foreign Direct Investment in U.S.; Asset (Market Value),...

    • fred.stlouisfed.org
    json
    Updated Sep 11, 2025
    + more versions
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    (2025). Rest of the World; Foreign Direct Investment in U.S.; Asset (Market Value), Market Value Levels [Dataset]. https://fred.stlouisfed.org/series/BOGZ1LM263092045Q
    Explore at:
    jsonAvailable download formats
    Dataset updated
    Sep 11, 2025
    License

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

    Description

    Graph and download economic data for Rest of the World; Foreign Direct Investment in U.S.; Asset (Market Value), Market Value Levels (BOGZ1LM263092045Q) from Q4 1945 to Q2 2025 about FDI, market value, assets, and USA.

  15. U

    United States New York Stock Exchange: Index: Dow Jones US Select Sector:...

    • ceicdata.com
    Updated Feb 1, 2025
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    CEICdata.com (2025). United States New York Stock Exchange: Index: Dow Jones US Select Sector: Investment Services Index [Dataset]. https://www.ceicdata.com/en/united-states/new-york-stock-exchange-dow-jones-monthly/new-york-stock-exchange-index-dow-jones-us-select-sector-investment-services-index
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    Dataset updated
    Feb 1, 2025
    Dataset provided by
    CEICdata.com
    License

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

    Time period covered
    Mar 1, 2024 - Feb 1, 2025
    Area covered
    United States
    Description

    United States New York Stock Exchange: Index: Dow Jones US Select Sector: Investment Services Index data was reported at 24,611.120 NA in Apr 2025. This records an increase from the previous number of 24,491.610 NA for Mar 2025. United States New York Stock Exchange: Index: Dow Jones US Select Sector: Investment Services Index data is updated monthly, averaging 11,160.510 NA from Aug 2013 (Median) to Apr 2025, with 141 observations. The data reached an all-time high of 27,290.120 NA in Jan 2025 and a record low of 5,452.540 NA in Aug 2013. United States New York Stock Exchange: Index: Dow Jones US Select Sector: Investment Services Index data remains active status in CEIC and is reported by Exchange Data International Limited. The data is categorized under Global Database’s United States – Table US.EDI.SE: New York Stock Exchange: Dow Jones: Monthly.

  16. Retail investing market share in the U.S. 2020-2021

    • statista.com
    Updated Jun 26, 2025
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    Statista (2025). Retail investing market share in the U.S. 2020-2021 [Dataset]. https://www.statista.com/statistics/1257441/retail-investing-market-share-usa/
    Explore at:
    Dataset updated
    Jun 26, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Jan 2020 - Jun 2021
    Area covered
    United States
    Description

    Robinhood has commanded the ******* share of the retail investing market in the United States since at least early 2020, with its market share fluctuating between ********* and********* of the market over this period. For comparison, the next highest market share is held by Fidelity, with between **** and ***percent of the market. Robinhood is a smartphone-based app which allows retail investors to easily engage in commission-free share trading.

  17. T

    United States - Stock Market Return (%, Year-on-year)

    • tradingeconomics.com
    csv, excel, json, xml
    Updated Jun 8, 2017
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    TRADING ECONOMICS (2017). United States - Stock Market Return (%, Year-on-year) [Dataset]. https://tradingeconomics.com/united-states/stock-market-return-percent-year-on-year-wb-data.html
    Explore at:
    csv, json, excel, xmlAvailable download formats
    Dataset updated
    Jun 8, 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
    Jan 1, 1976 - Dec 31, 2025
    Area covered
    United States
    Description

    Stock market return (%, year-on-year) in United States was reported at 32.65 % in 2021, according to the World Bank collection of development indicators, compiled from officially recognized sources. United States - Stock market return (%, year-on-year) - actual values, historical data, forecasts and projections were sourced from the World Bank on September of 2025.

  18. d

    The Stock Market 101: A Guide for Beginner Investors in the US

    • search.dataone.org
    • dataverse.harvard.edu
    Updated Nov 8, 2023
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    aforextrust (2023). The Stock Market 101: A Guide for Beginner Investors in the US [Dataset]. http://doi.org/10.7910/DVN/QDWOSV
    Explore at:
    Dataset updated
    Nov 8, 2023
    Dataset provided by
    Harvard Dataverse
    Authors
    aforextrust
    Description

    Before jumping into the stock market, it's crucial to have a basic understanding of how it works and the important concepts involved. Here is a comprehensive guide to help you get started: What is a stock exchange? A stock exchange is a market where securities are traded. Securities are financial instruments, such as shares or bonds, that represent ownership in a company or represent a loan. The stock exchange acts as a middleman between buyers and sellers of securities, and transactions are conducted through members of the stock exchange, typically banks and investment firms. The exchange is regulated by the Securities Commission, a government agency. To start trading the US stocks you must first open an account with a regulated broker, there are many review websites that recommend regulated brokers. Like aforextrust. Investing in the stock market gives you the opportunity to make a profit or suffer a loss by investing in different companies' securities. How does trading occur on the stock exchange? Securities are traded in two main markets on the stock exchange: Primary market - this is where you can buy shares directly from the issuing company on a specific date, and the price is determined by a bidding process in which you participate. Secondary market - this is the main platform for securities trading, where you can buy and sell securities with other investors. Trading is conducted through a computerized system, and prices are determined based on supply and demand. Trading happens between a large pool of buyers and sellers, and the identity of the counterparty is not known to the trader. How is the value (price) of securities determined? Trading on the stock exchange occurs during a financial business day and is done using the relay method. Prices for each security can change multiple times during the trading day based on concluded deals. The closing price of a security at the end of the day serves as the starting price for the next business day. Trading hours for each type of security are predetermined and can be found on the stock exchange's website or on atadawul website. It's important to pay attention to the trading hours and restrictions for each security type. How do we invest in the stock market? Investing in the stock market is done through exchange members, such as banks or investment firms, which execute your orders. You can track the value of your securities through the investment management entity you choose. As a beginner, it's wise to consult with an investment advisor to determine the right amount and type of investment, including considering a level of risk that is appropriate for you. Keep in mind that investing in the stock market carries risks and takes time. Disclaimer: The information provided is for general information purposes only and is not intended as investment or financial advice. It is important to seek personalized advice that is tailored to your specific needs and circumstances. Source: aforextrust

  19. k

    The Dow Jones U.S. Completion Total Stock Market Index (Forecast)

    • kappasignal.com
    Updated May 8, 2023
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    KappaSignal (2023). The Dow Jones U.S. Completion Total Stock Market Index (Forecast) [Dataset]. https://www.kappasignal.com/2023/05/the-dow-jones-us-completion-total-stock.html
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    Dataset updated
    May 8, 2023
    Dataset authored and provided by
    KappaSignal
    License

    https://www.kappasignal.com/p/legal-disclaimer.htmlhttps://www.kappasignal.com/p/legal-disclaimer.html

    Description

    This analysis presents a rigorous exploration of financial data, incorporating a diverse range of statistical features. By providing a robust foundation, it facilitates advanced research and innovative modeling techniques within the field of finance.

    The Dow Jones U.S. Completion Total Stock Market Index

    Financial data:

    • Historical daily stock prices (open, high, low, close, volume)

    • Fundamental data (e.g., market capitalization, price to earnings P/E ratio, dividend yield, earnings per share EPS, price to earnings growth, debt-to-equity ratio, price-to-book ratio, current ratio, free cash flow, projected earnings growth, return on equity, dividend payout ratio, price to sales ratio, credit rating)

    • Technical indicators (e.g., moving averages, RSI, MACD, average directional index, aroon oscillator, stochastic oscillator, on-balance volume, accumulation/distribution A/D line, parabolic SAR indicator, bollinger bands indicators, fibonacci, williams percent range, commodity channel index)

    Machine learning features:

    • Feature engineering based on financial data and technical indicators

    • Sentiment analysis data from social media and news articles

    • Macroeconomic data (e.g., GDP, unemployment rate, interest rates, consumer spending, building permits, consumer confidence, inflation, producer price index, money supply, home sales, retail sales, bond yields)

    Potential Applications:

    • Stock price prediction

    • Portfolio optimization

    • Algorithmic trading

    • Market sentiment analysis

    • Risk management

    Use Cases:

    • Researchers investigating the effectiveness of machine learning in stock market prediction

    • Analysts developing quantitative trading Buy/Sell strategies

    • Individuals interested in building their own stock market prediction models

    • Students learning about machine learning and financial applications

    Additional Notes:

    • The dataset may include different levels of granularity (e.g., daily, hourly)

    • Data cleaning and preprocessing are essential before model training

    • Regular updates are recommended to maintain the accuracy and relevance of the data

  20. Countries with highest stock market participation rate 2024

    • statista.com
    Updated May 13, 2025
    + more versions
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    Statista (2025). Countries with highest stock market participation rate 2024 [Dataset]. https://www.statista.com/statistics/1611709/countries-with-highest-stock-market-participation-rate/
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    Dataset updated
    May 13, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2024
    Area covered
    Worldwide
    Description

    As of 2024, the United States was the country with the highest participation rate in stock markets. More than one in two Americans was invested in the stock market, either by direct retail investing or through financial vehicles like life insurance and pension funds. Canada was the second country in the ranking, with a participation rate of ** percent, followed by the Australia, where ** percent of individuals were invested in stock markets.

Share
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TwitterTwitter
Email
Click to copy link
Link copied
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Statista (2025). Share of Americans investing money in the stock market 1999-2024 [Dataset]. https://www.statista.com/statistics/270034/percentage-of-us-adults-to-have-money-invested-in-the-stock-market/
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Share of Americans investing money in the stock market 1999-2024

Explore at:
15 scholarly articles cite this dataset (View in Google Scholar)
Dataset updated
Jun 25, 2025
Dataset authored and provided by
Statistahttp://statista.com/
Time period covered
1999 - 2024
Area covered
United States
Description

In 2024, ** percent of adults in the United States invested in the stock market. This figure has remained steady over the last few years, and is still below the levels before the Great Recession, when it peaked in 2007 at ** percent. What is the stock market? The stock market can be defined as a group of stock exchanges, where investors can buy shares in a publicly traded company. In more recent years, it is estimated an increasing number of Americans are using neobrokers, making stock trading more accessible to investors. Other investments A significant number of people think stocks and bonds are the safest investments, while others point to real estate, gold, bonds, or a savings account. Since witnessing the significant one-day losses in the stock market during the Financial Crisis, many investors were turning towards these alternatives in hopes for more stability, particularly for investments with longer maturities. This could explain the decrease in this statistic since 2007. Nevertheless, some speculators enjoy chasing the short-run fluctuations, and others see value in choosing particular stocks.

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