59 datasets found
  1. Share of Americans investing money in the stock market 1999-2025

    • statista.com
    Updated Nov 19, 2025
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    Statista (2025). Share of Americans investing money in the stock market 1999-2025 [Dataset]. https://www.statista.com/statistics/270034/percentage-of-us-adults-to-have-money-invested-in-the-stock-market/
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    Dataset updated
    Nov 19, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    1999 - 2025
    Area covered
    United States
    Description

    In 2025, ** 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. D

    Fixed Income Asset Management Market Report | Global Forecast From 2025 To...

    • dataintelo.com
    csv, pdf, pptx
    Updated Jan 7, 2025
    + more versions
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    Dataintelo (2025). Fixed Income Asset Management Market Report | Global Forecast From 2025 To 2033 [Dataset]. https://dataintelo.com/report/fixed-income-asset-management-market
    Explore at:
    pptx, csv, pdfAvailable download formats
    Dataset updated
    Jan 7, 2025
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Fixed Income Asset Management Market Outlook



    The global fixed income asset management market size was valued at approximately USD 5.7 trillion in 2023 and is projected to grow to USD 9.3 trillion by 2032, expanding at a compound annual growth rate (CAGR) of 5.5% over the forecast period. The growth of this market is primarily driven by the increasing demand for stable and predictable returns in an uncertain economic environment.



    One of the significant growth factors for the fixed income asset management market is the aging global population. As more individuals approach retirement age, the demand for fixed income investments that offer stable returns and lower risk compared to equities is increasing. Retirees and near-retirees often prioritize capital preservation and income generation, which fixed income products are well-suited to provide. This demographic trend is particularly prominent in developed countries but is also becoming more relevant in emerging markets as their populations age and accumulate wealth.



    Another crucial growth driver is the rising interest rate environment. As central banks around the world shift towards tightening monetary policies to combat inflation, interest rates are gradually increasing. Higher interest rates make newly issued bonds more attractive to investors due to their higher yields. This situation creates opportunities for fixed income asset managers to attract new investments and cater to clients looking for better returns in a higher interest rate environment. Additionally, higher yields can enhance the overall performance of fixed income portfolios, making them more appealing to both institutional and retail investors.



    The increasing complexity and diversity of fixed income products is also contributing to market growth. The fixed income market has evolved to include a wide range of instruments beyond traditional government and corporate bonds. Products such as mortgage-backed securities, municipal bonds, and various structured financial instruments offer different risk-return profiles and investment opportunities. This diversification allows asset managers to tailor portfolios to meet specific client needs and preferences, thereby attracting a broader investor base. The development of innovative fixed income products continues to drive growth in this market by expanding the range of investment options available.



    In the realm of private equity, the PE Fund Management Fee plays a crucial role in shaping the investment landscape. These fees are typically charged by fund managers to cover the operational costs of managing the fund, including research, administration, and portfolio management. The structure of these fees can vary, often comprising a management fee based on the committed capital and a performance fee tied to the fund's returns. Understanding the intricacies of these fees is essential for investors, as they can significantly impact the net returns on their investments. As private equity continues to grow as an asset class, the transparency and justification of management fees are becoming increasingly important to investors seeking to maximize their returns while ensuring alignment of interests with fund managers.



    From a regional perspective, North America remains the largest market for fixed income asset management, driven by the presence of a well-established financial industry, a large pool of institutional investors, and a high level of individual wealth. However, the Asia Pacific region is expected to exhibit the highest growth rate during the forecast period. Rapid economic growth, increasing financial literacy, and a burgeoning middle class are driving demand for fixed income investments in countries such as China and India. Additionally, regulatory reforms aimed at developing local bond markets and attracting foreign investment are further propelling the market in this region.



    Asset Type Analysis



    The fixed income asset management market can be categorized by asset type into government bonds, corporate bonds, municipal bonds, mortgage-backed securities, and others. Each of these asset types offers unique characteristics and appeals to different segments of investors, contributing to the overall growth and diversification of the market.



    Government bonds are one of the most significant segments in the fixed income market. Issued by national governments, these bonds are considered low-risk investments due to the backing of the issuing g

  3. US Financial Indicators - 1974 to 2024

    • kaggle.com
    zip
    Updated Nov 25, 2024
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    Abhishek Bhatnagar (2024). US Financial Indicators - 1974 to 2024 [Dataset]. https://www.kaggle.com/datasets/abhishekb7/us-financial-indicators-1974-to-2024
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    zip(15336 bytes)Available download formats
    Dataset updated
    Nov 25, 2024
    Authors
    Abhishek Bhatnagar
    License

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

    Area covered
    United States
    Description

    U.S. Economic and Financial Dataset

    Dataset Description

    This dataset combines historical U.S. economic and financial indicators, spanning the last 50 years, to facilitate time series analysis and uncover patterns in macroeconomic trends. It is designed for exploring relationships between interest rates, inflation, economic growth, stock market performance, and industrial production.

    Key Features

    • Frequency: Monthly
    • Time Period: Last 50 years from Nov-24
    • Sources:
      • Federal Reserve Economic Data (FRED)
      • Yahoo Finance

    Dataset Feature Description

    1. Interest Rate (Interest_Rate):

      • The effective federal funds rate, representing the interest rate at which depository institutions trade federal funds overnight.
    2. Inflation (Inflation):

      • The Consumer Price Index for All Urban Consumers, an indicator of inflation trends.
    3. GDP (GDP):

      • Real GDP measures the inflation-adjusted value of goods and services produced in the U.S.
    4. Unemployment Rate (Unemployment):

      • The percentage of the labor force that is unemployed and actively seeking work.
    5. Stock Market Performance (S&P500):

      • Monthly average of the adjusted close price, representing stock market trends.
    6. Industrial Production (Ind_Prod):

      • A measure of real output in the industrial sector, including manufacturing, mining, and utilities.

    Dataset Statistics

    1. Total Entries: 599
    2. Columns: 6
    3. Memory usage: 37.54 kB
    4. Data types: float64

    Feature Overview

    • Columns:
      • Interest_Rate: Monthly Federal Funds Rate (%)
      • Inflation: CPI (All Urban Consumers, Index)
      • GDP: Real GDP (Billions of Chained 2012 Dollars)
      • Unemployment: Unemployment Rate (%)
      • Ind_Prod: Industrial Production Index (2017=100)
      • S&P500: Monthly Average of S&P 500 Adjusted Close Prices

    Executive Summary

    This project explores the interconnected dynamics of key macroeconomic indicators and financial market trends over the past 50 years, leveraging data from the Federal Reserve Economic Data (FRED) and Yahoo Finance. The dataset integrates critical variables such as the Federal Funds Rate, Inflation (CPI), Real GDP, Unemployment Rate, Industrial Production, and the S&P 500 Index, providing a holistic view of the U.S. economy and financial markets.

    The analysis focuses on uncovering relationships between these variables through time-series visualization, correlation analysis, and trend decomposition. Key findings are included in the Insights section. This project serves as a robust resource for understanding long-term economic trends, policy impacts, and market behavior. It is particularly valuable for students, researchers, policymakers, and financial analysts seeking to connect macroeconomic theory with real-world data.

    Potential Use Cases

    • Economic Analysis: Examine relationships between interest rates, inflation, GDP, and unemployment.
    • Stock Market Prediction: Study how macroeconomic indicators influence stock market trends.
    • Time Series Modeling: Perform ARIMA, VAR, or other models to forecast economic trends.
    • Cyclic Pattern Analysis: Identify how economic shocks and recoveries impact key indicators.

    Snap of Power Analysis

    imagehttps://github.com/user-attachments/assets/1b40e0ca-7d2e-4fbc-8cfd-df3f09e4fdb8">

    To ensure sufficient power, the dataset covers last 50 years of monthly data i.e., around 600 entries.

    Key Insights derived through EDA, time-series visualization, correlation analysis, and trend decomposition

    • Interest Rate and Inflation Dynamics: The interest Rate and inflation exhibit an inverse relationship, especially during periods of aggressive monetary tightening by the Federal Reserve.
    • Economic Growth and Market Performance: GDP growth and the S&P 500 Index show a positive correlation, reflecting how market performance often aligns with overall economic health.
    • Labor Market and Industrial Output: Unemployment and industrial production demonstrate a strong inverse relationship. Higher industrial output is typically associated with lower unemployment
    • Market Behavior During Economic Shocks: The S&P 500 experienced sharp declines during significant crises, such as the 2008 financial crash and the COVID-19 pandemic in 2020. These events also triggered increased unemployment and contractions in GDP, highlighting the interplay between markets and the broader economy.
    • Correlation Highlights: S&P 500 and GDP have a strong positive correlation. Interest rates negatively correlate with GDP and inflation, reflecting monetary policy impacts. Unemployment is negatively correlated with industrial production but positively correlated with interest rates.

    Link to GitHub Repo

    https:/...

  4. Stock & Commodity Exchanges in the US - Market Research Report (2015-2030)

    • ibisworld.com
    Updated Jan 15, 2025
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    IBISWorld (2025). Stock & Commodity Exchanges in the US - Market Research Report (2015-2030) [Dataset]. https://www.ibisworld.com/united-states/market-research-reports/stock-commodity-exchanges-industry/
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    Dataset updated
    Jan 15, 2025
    Dataset authored and provided by
    IBISWorld
    License

    https://www.ibisworld.com/about/termsofuse/https://www.ibisworld.com/about/termsofuse/

    Time period covered
    2015 - 2030
    Description

    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.

  5. k

    FMN Stock Forecast Data

    • kappasignal.com
    csv, json
    Updated May 15, 2024
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    AC Investment Research (2024). FMN Stock Forecast Data [Dataset]. https://www.kappasignal.com/2024/05/is-federated-hermes-fmn-municipal.html
    Explore at:
    json, csvAvailable download formats
    Dataset updated
    May 15, 2024
    Dataset authored and provided by
    AC Investment Research
    License

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

    Description

    Federated Hermes Premier Municipal Income Fund's strong fundamentals, consistent dividend payments, and experienced management team indicate a positive outlook. However, it is important to note that municipal bond funds are subject to interest rate risk, and rising interest rates could negatively impact the value of the fund's holdings. Additionally, the fund's expense ratio is higher than some competitors, which could reduce potential returns over the long term.

  6. Most heavily shorted stocks worldwide 2024

    • statista.com
    Updated Jun 15, 2024
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    Statista (2024). Most heavily shorted stocks worldwide 2024 [Dataset]. https://www.statista.com/statistics/1201001/most-shorted-stocks-worldwide/
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    Dataset updated
    Jun 15, 2024
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2024
    Area covered
    Worldwide
    Description

    As of June 17, 2024, the most shorted stock was for, the American holographic technology services provider, MicroCloud Hologram Inc., with 66.64 percent of their total float having been shorted. This is a change from mid-January 2021, when video game retailed GameStop had an incredible 121.07 percent of their available shares in a short position. In effect this means that investors had 'borrowed' more shares (with a future promise to return them) than the total number of shares available for public trading. Owing to this behavior of professional investors, retail investors enacted a campaign to drive up the stock price of Gamestop, leading to losses of billions when investors had to repurchase the stock they had borrowed. At this time, a similar – but less effective – social media campaign was also carried out for the stock price of cinema operator AMC, and the price of silver. What is short selling? Short selling is essentially where an investor bets on a share price falling by: borrowing a number of shares selling these shares while the price is still high; purchasing the same number again once the price falls; then returning the borrowed shares at a profit. Of course, a profit will only be made if the share price does fall; should the share price rise the investor will then need to purchase the shares back at a higher price, and thus incur a loss. Short selling can lead to some very large profits in a short amount of time, with Tesla stock generating over one billion dollars in short sell profits during the first week of March 2020 alone, owing to the financial crash caused by the coronavirus (COVID-19) pandemic. However, owing to the short-term, opportunistic nature of short selling, these returns look less impressive when considered as net profits from short sell positions over the full year. The risks of short selling Short selling carries greater risks than traditional investments, and for this reason financial advisors often recommend against this strategy for ‘retail’ (i.e. non-professional) investors. The reason for this is that losses from short selling are potentially uncapped, whereas losses from traditional investments are limited to the initial cost. For example, if someone purchases 100 dollars of shares, the maximum they can lose is the 100 dollars the spent on those shares. However, say someone borrows 100 dollars of shares instead, betting on the price falling. If these shares are then sold for 100 dollars but the price subsequently rises, the losses could greatly exceed the initial investment should the price rise to, say, 500 dollars. The risks of short selling can be seen by looking again at Tesla, with the company causing the greatest losses over 2020 from short selling at over 40 billion U.S. dollars.

  7. Quarterly mortgage interest rate in the U.S. 2019-2025, by mortgage type

    • statista.com
    Updated Nov 29, 2025
    + more versions
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    Statista (2025). Quarterly mortgage interest rate in the U.S. 2019-2025, by mortgage type [Dataset]. https://www.statista.com/statistics/500056/quarterly-mortgage-intererst-rates-by-mortgage-type-usa/
    Explore at:
    Dataset updated
    Nov 29, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    United States
    Description

    In the United States, interest rates for all mortgage types started to increase in 2021. This was due to the Federal Reserve introducing a series of hikes in the federal funds rate to contain the rising inflation. In the second quarter of 2025, the 30-year fixed rate dropped slightly, to **** percent. The rate remained below the peak of **** percent in the fourth quarter of 2023. Why have U.S. home sales decreased? Cheaper mortgages normally encourage consumers to buy homes, while higher borrowing costs have the opposite effect. As interest rates increased in 2022, the number of existing homes sold plummeted. Soaring house prices over the past 10 years have further affected housing affordability. Between 2014 and 2024, the median price of an existing single-family home risen by about ** percent. On the other hand, the median weekly earnings have risen much slower. Comparing mortgage terms and rates Between 2008 and 2024, the average rate on a 15-year fixed-rate mortgage in the United States stood between **** and **** percent. Over the same period, a 30-year mortgage term averaged a fixed-rate of between **** and **** percent. Rates on 15-year loan terms are lower to encourage a quicker repayment, which helps to improve a homeowner’s equity.

  8. Top private equity firms by dry powder value worldwide as of September 2024

    • statista.com
    Updated Jun 17, 2025
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    Statista (2025). Top private equity firms by dry powder value worldwide as of September 2024 [Dataset]. https://www.statista.com/statistics/1615878/top-private-equity-firms-by-dry-powder-value/
    Explore at:
    Dataset updated
    Jun 17, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Sep 2024
    Area covered
    Worldwide
    Description

    Private equity firms are sitting on substantial amounts of uninvested capital, known as dry powder, with Blackstone leading the pack at ***** billion U.S. dollars. This significant accumulation of funds comes at a time when the industry faces challenges such as rising interest rates and market volatility, which could impact investment strategies and returns in the coming years.

  9. k

    RNST Stock Forecast Data

    • kappasignal.com
    csv, json
    Updated Apr 4, 2024
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    AC Investment Research (2024). RNST Stock Forecast Data [Dataset]. https://www.kappasignal.com/2024/04/can-renasant-rnst-rebound.html
    Explore at:
    json, csvAvailable download formats
    Dataset updated
    Apr 4, 2024
    Dataset authored and provided by
    AC Investment Research
    License

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

    Description

    Renasant stock may experience moderate growth due to its strong financial performance, recent acquisitions, and geographical expansion. However, economic headwinds, rising interest rates, and competition pose risks that could impact its growth trajectory and returns.

  10. End-of-Day Pricing Data Australia Techsalerator

    • kaggle.com
    zip
    Updated Aug 24, 2023
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    Techsalerator (2023). End-of-Day Pricing Data Australia Techsalerator [Dataset]. https://www.kaggle.com/datasets/techsalerator/end-of-day-pricing-data-australia-techsalerator/discussion
    Explore at:
    zip(17958 bytes)Available download formats
    Dataset updated
    Aug 24, 2023
    Authors
    Techsalerator
    Area covered
    Australia
    Description

    Techsalerator offers an extensive dataset of End-of-Day Pricing Data for all 2200 companies listed on the Australian Securities Exchange* (XASX) in Australia. This dataset includes the closing prices of equities (stocks), bonds, and indices at the end of each trading session. End-of-day prices are vital pieces of market data that are widely used by investors, traders, and financial institutions to monitor the performance and value of these assets over time.

    Top 5 used data fields in the End-of-Day Pricing Dataset for Australia:

    1. Equity Closing Price :The closing price of individual company stocks at the end of the trading day.This field provides insights into the final price at which market participants were willing to buy or sell shares of a specific company.

    2. Bond Closing Price: The closing price of various fixed-income securities, including government bonds, corporate bonds, and municipal bonds. Bond investors use this field to assess the current market value of their bond holdings.

    3. Index Closing Price: The closing value of market indices, such as the Botswana stock market index, at the end of the trading day. These indices track the overall market performance and direction.

    4. Equity Ticker Symbol: The unique symbol used to identify individual company stocks. Ticker symbols facilitate efficient trading and data retrieval.

    5. Date of Closing Price: The specific trading day for which the closing price is provided. This date is essential for historical analysis and trend monitoring.

    Top 5 financial instruments with End-of-Day Pricing Data in Australia:

    S&P/ASX 200 Index: The S&P/ASX 200 is the benchmark stock market index in Australia. It tracks the performance of the 200 largest publicly listed companies on the Australian Securities Exchange (ASX) and is widely used as a measure of the Australian stock market's overall performance.

    Australian Dollar (AUD): The Australian Dollar is the official currency of Australia and is commonly abbreviated as AUD. It is one of the most traded currencies in the world and is used for both domestic and international transactions.

    Reserve Bank of Australia (RBA): The central bank of Australia responsible for monetary policy, issuing currency, and maintaining financial stability. The RBA's decisions on interest rates and monetary policy have a significant impact on the Australian economy.

    Australian Securities Exchange (ASX): The ASX is the primary stock exchange in Australia, where domestic and international companies are listed and traded. It plays a crucial role in facilitating capital raising and investment in Australia's financial markets.

    Australian Government Bonds: These are debt securities issued by the Australian government to fund government operations and infrastructure projects. Australian Government Bonds are considered safe investments and are used as benchmarks for interest rates and economic sentiment.

    If you're interested in accessing Techsalerator's End-of-Day Pricing Data for Australia, please contact info@techsalerator.com with your specific requirements. Techsalerator will provide you with a customized quote based on the number of data fields and records you need. The dataset can be delivered within 24 hours, and ongoing access options can be discussed if needed.

    Data fields included:

    Equity Ticker Symbol Equity Closing Price Bond Ticker Symbol Bond Closing Price Index Ticker Symbol Index Closing Price Date of Closing Price Equity Name Equity Volume Equity High Price Equity Low Price Equity Open Price Bond Name Bond Coupon Rate Bond Maturity Index Name Index Change Index Percent Change Exchange Currency Total Market Capitalization Dividend Yield Price-to-Earnings Ratio (P/E) ‍

    Q&A:

    1. How much does the End-of-Day Pricing Data cost in Australia ?

    The cost of this dataset may vary depending on factors such as the number of data fields, the frequency of updates, and the total records count. For precise pricing details, it is recommended to directly consult with a Techsalerator Data specialist.

    1. How complete is the End-of-Day Pricing Data coverage in Australia?

    Techsalerator provides comprehensive coverage of End-of-Day Pricing Data for various financial instruments, including equities, bonds, and indices. Thedataset encompasses major companies and securities traded on Australia exchanges.

    1. How does Techsalerator collect this data?

    Techsalerator collects End-of-Day Pricing Data from reliable sources, including stock exchanges, financial news outlets, and other market data providers. Data is carefully curated to ensure accuracy and reliability.

    1. Can I select specific financial instruments or multiple countries with Techsalerator's End-of-Day Pricing Data?

    Techsalerator offers the flexibility to select specific financial instruments, such as equities, bonds, or indices, d...

  11. Correlation matrix.

    • plos.figshare.com
    xls
    Updated Apr 18, 2024
    + more versions
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    Zheng Zhang; Joel Clovis; Peter Moffatt; Wenxue Wang (2024). Correlation matrix. [Dataset]. http://doi.org/10.1371/journal.pone.0299209.t002
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    xlsAvailable download formats
    Dataset updated
    Apr 18, 2024
    Dataset provided by
    PLOShttp://plos.org/
    Authors
    Zheng Zhang; Joel Clovis; Peter Moffatt; Wenxue Wang
    License

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

    Description

    This paper investigates the relationship between monetary policy and bank risk-taking by introducing a model wherein banks expend a level of costly monitoring effort to select low-risk projects, thereby reducing the risk associated with the loans they grant. The impact of monetary policy on bank risk-taking is examined through both theoretical models and empirical analysis. The paper compares theoretical models with different assumptions, revealing an unambiguous negative effect without the assumption of limited liability for banks, and an ambiguous effect with the assumption of limited liability for banks, influenced by the equity ratio. The empirical model employs unique quarterly data comprising balance sheet information for top-listed banks in the U.S. banking system from 2000 to 2017. The findings indicate that low-interest rates contribute to an increase in bank risk-taking. Moreover, this effect is more pronounced after the financial crisis and weaker before the crisis. Additionally, the impact is evident for undercapitalized banks and more substantial for those financed with a higher proportion of equity.

  12. k

    BBOX Stock Forecast Data

    • kappasignal.com
    csv, json
    Updated Apr 28, 2024
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    AC Investment Research (2024). BBOX Stock Forecast Data [Dataset]. https://www.kappasignal.com/2024/04/tritax-big-box-bonanza-bbox.html
    Explore at:
    json, csvAvailable download formats
    Dataset updated
    Apr 28, 2024
    Dataset authored and provided by
    AC Investment Research
    License

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

    Description

    Tritax Big Box REIT's strong financial performance and expansion plans indicate a positive outlook with potential for continued growth. However, competition, rising interest rates, and macroeconomic fluctuations pose risks that could impact returns.

  13. Investment Banking & Securities Intermediation in the US - Market Research...

    • ibisworld.com
    Updated Jul 15, 2025
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    IBISWorld (2025). Investment Banking & Securities Intermediation in the US - Market Research Report (2015-2030) [Dataset]. https://www.ibisworld.com/united-states/market-research-reports/investment-banking-securities-intermediation-industry/
    Explore at:
    Dataset updated
    Jul 15, 2025
    Dataset authored and provided by
    IBISWorld
    License

    https://www.ibisworld.com/about/termsofuse/https://www.ibisworld.com/about/termsofuse/

    Time period covered
    2015 - 2030
    Description

    Strong returns in various financial markets and increased trading volumes have benefited businesses in the industry. Companies provide underwriting, brokering and market-making services for different financial instruments, including bonds, stocks and derivatives. Businesses benefited from improving macroeconomic conditions despite the high-interest-rate environment for most of the period due to inflationary pressures. However, the anticipation of interest rate cuts in the current year can limit interest income from fixed-income securities. As interest rates fall, fixed income securities will experience an outflow of capital and equities will experience an inflow of funds. The Fed is monitoring inflation, employment figures and the effects of tariffs along with other economic factors before making rate cut decisions. Overall, revenue has been growing at a CAGR of 8.5% to $491.0 billion over the past five years, including an expected increase of 1.8% in 2025 alone. Industry profit has grown during the same time due to greater interest income from bonds and will comprise 16.2% of revenue in the current year. While many industries struggled at the onset of the period due to economic disruptions stemming from the volatile economic environment and supply chain issues, businesses benefited from the volatility. Primarily, companies have benefited from increased trading activity on behalf of their clients due to fluctuations in asset prices. This has led to higher trade execution fees for firms at the onset of the period. Similarly, debt underwriting increased as many businesses have turned to investment bankers to help raise cash for various ventures. Also, improved scalability of operations, especially regarding trading services conducted by securities intermediaries, has helped increase industry profits. Structural changes have forced the industry's smaller businesses to evolve. Because competing in trading services requires massive investments in technology and compliance, boutique investment banks have alternatively focused on advising in merger and acquisition (M&A) activity. Boutique investment banks' total share of M&A revenue is forecast to grow through the end of 2030. Furthermore, the industry will benefit from improved macroeconomic conditions as inflationary pressures are expected to ease. This will help asset values rise and interest rate levels to be cut, thus allowing operators to generate more from equity underwriting and lending activities. Overall, revenue is forecast to grow at a CAGR of 1.4% to $526.8 billion over the five years to 2030.

  14. Tesla Stock Dataset 2025

    • kaggle.com
    zip
    Updated Jan 6, 2025
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    Sameer Ramzan (2025). Tesla Stock Dataset 2025 [Dataset]. https://www.kaggle.com/datasets/sameerramzan/tesla-stock-dataset-2025
    Explore at:
    zip(95419 bytes)Available download formats
    Dataset updated
    Jan 6, 2025
    Authors
    Sameer Ramzan
    License

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

    Description

    This dataset contains historical stock price data for Tesla, Inc. (TSLA) starting from its IPO date, June 29, 2010, to January 1, 2025. The dataset includes daily records of Tesla's stock performance on the NASDAQ stock exchange. It is ideal for time-series analysis, stock price prediction, and understanding the long-term performance of Tesla in the stock market.

    The dataset consists of the following columns:

    1. Date: The trading date.
    2. Open: Opening stock price on the given date.
    3. High: The highest stock price during the trading day.
    4. Low: The lowest stock price during the trading day.
    5. Close: The closing stock price for the day.
    6. Adj Close: Adjusted closing price (corrected for dividends and stock splits).
    7. Volume: The number of shares traded during the day.

    Use Cases of Tesla Stock Historical Data

    1. Time-Series Analysis

      • Analyze trends in Tesla's stock prices over time.
      • Identify seasonality, volatility, and long-term patterns in Tesla’s performance.
    2. Stock Price Prediction

      • Develop predictive models to forecast future stock prices using techniques such as ARIMA, LSTMs, or regression.
    3. Investment Strategy Evaluation

      • Backtest trading strategies by simulating trades based on historical price movements.
      • Analyze returns of investment strategies such as moving averages, RSI, or Bollinger Bands.
    4. Market Sentiment Analysis

      • Correlate Tesla’s stock performance with news sentiment, earnings reports, and market events.
    5. Portfolio Diversification

      • Evaluate Tesla’s performance compared to other stocks or indices to assess its role in a diversified portfolio.
    6. Risk Management

      • Calculate volatility, beta, and other risk metrics to assess the risk associated with investing in Tesla stock.
    7. Economic and Market Studies

      • Study how macroeconomic indicators (like inflation, interest rates) influence Tesla’s stock price.
      • Analyze Tesla’s performance during major economic events such as the COVID-19 pandemic or policy changes.
    8. Stock Splits and Adjustments Analysis

      • Examine the impact of Tesla’s stock splits on price and trading volume.
    9. Educational Purposes

      • Serve as a dataset for academic projects, coursework, or tutorials on financial data analysis.
    10. Correlation with Sector Trends

      • Compare Tesla’s stock performance with other automotive or renewable energy companies.
    11. Data Visualization and Dashboarding

      • Create dashboards using tools like Tableau, Power BI, or Python libraries to visualize Tesla’s stock performance metrics.
    12. A/B Testing for Financial Applications

      • Use historical stock data for controlled experiments in finance-related applications to improve decision-making tools.
  15. End-of-Day Pricing Market Data Fiji Techsalerator

    • kaggle.com
    zip
    Updated Aug 24, 2023
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    Techsalerator (2023). End-of-Day Pricing Market Data Fiji Techsalerator [Dataset]. https://www.kaggle.com/datasets/techsalerator/end-of-day-pricing-market-data-fiji-techsalerator/versions/1
    Explore at:
    zip(17948 bytes)Available download formats
    Dataset updated
    Aug 24, 2023
    Authors
    Techsalerator
    Area covered
    Fiji
    Description

    Techsalerator offers an extensive dataset of End-of-Day Pricing Data for all 19 companies listed on the South Pacific Stock Exchange (XSPS) in Fiji. This dataset includes the closing prices of equities (stocks), bonds, and indices at the end of each trading session. End-of-day prices are vital pieces of market data that are widely used by investors, traders, and financial institutions to monitor the performance and value of these assets over time.

    Top 5 used data fields in the End-of-Day Pricing Dataset for Fiji :

    1. Equity Closing Price :The closing price of individual company stocks at the end of the trading day.This field provides insights into the final price at which market participants were willing to buy or sell shares of a specific company.

    2. Bond Closing Price: The closing price of various fixed-income securities, including government bonds, corporate bonds, and municipal bonds. Bond investors use this field to assess the current market value of their bond holdings.

    3. Index Closing Price: The closing value of market indices, such as the Botswana stock market index, at the end of the trading day. These indices track the overall market performance and direction.

    4. Equity Ticker Symbol: The unique symbol used to identify individual company stocks. Ticker symbols facilitate efficient trading and data retrieval.

    5. Date of Closing Price: The specific trading day for which the closing price is provided. This date is essential for historical analysis and trend monitoring.

    Top 5 financial instruments with End-of-Day Pricing Data in Fiji:

    South Pacific Stock Exchange (SPSE): The South Pacific Stock Exchange is the main stock exchange in Fiji. It facilitates the trading of shares of domestic companies and provides a platform for investors to participate in Fiji's capital markets.

    Fijian Dollar (FJD): The Fijian Dollar is the official currency of Fiji. It is commonly abbreviated as FJD and is used for transactions within the country. The currency's value is influenced by economic conditions in Fiji and global factors.

    Reserve Bank of Fiji (RBF): The central bank of Fiji responsible for formulating and implementing monetary policy, regulating financial institutions, and maintaining financial stability. The RBF's decisions impact interest rates, inflation, and overall economic conditions in Fiji.

    Government Bonds: The Fijian government issues bonds to raise funds for various projects and operations. These bonds offer a fixed return to investors over a specified period. Government bonds are considered relatively safe investments and play a role in financing government activities.

    Fiji National Provident Fund (FNPF): The FNPF is Fiji's national superannuation fund, providing retirement savings and social security services to Fijian citizens. It invests in various assets, including equities, bonds, and real estate, with the aim of generating returns for its members.

    If you're interested in accessing Techsalerator's End-of-Day Pricing Data for Fiji, please contact info@techsalerator.com with your specific requirements. Techsalerator will provide you with a customized quote based on the number of data fields and records you need. The dataset can be delivered within 24 hours, and ongoing access options can be discussed if needed.

    Data fields included:

    Equity Ticker Symbol Equity Closing Price Bond Ticker Symbol Bond Closing Price Index Ticker Symbol Index Closing Price Date of Closing Price Equity Name Equity Volume Equity High Price Equity Low Price Equity Open Price Bond Name Bond Coupon Rate Bond Maturity Index Name Index Change Index Percent Change Exchange Currency Total Market Capitalization Dividend Yield Price-to-Earnings Ratio (P/E) ‍

    Q&A:

    1. How much does the End-of-Day Pricing Data cost in Fiji ?

    The cost of this dataset may vary depending on factors such as the number of data fields, the frequency of updates, and the total records count. For precise pricing details, it is recommended to directly consult with a Techsalerator Data specialist.

    1. How complete is the End-of-Day Pricing Data coverage in Fiji?

    Techsalerator provides comprehensive coverage of End-of-Day Pricing Data for various financial instruments, including equities, bonds, and indices. Thedataset encompasses major companies and securities traded on Fiji exchanges.

    1. How does Techsalerator collect this data?

    Techsalerator collects End-of-Day Pricing Data from reliable sources, including stock exchanges, financial news outlets, and other market data providers. Data is carefully curated to ensure accuracy and reliability.

    1. Can I select specific financial instruments or multiple countries with Techsalerator's End-of-Day Pricing Data?

    Techsalerator offers the flexibility to select specific financial instruments, such as equities, bonds, or indices, depending on your needs. W...

  16. Home Equity Lending Market Analysis, Size, and Forecast 2025-2029: North...

    • technavio.com
    pdf
    Updated Apr 5, 2025
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    Technavio (2025). Home Equity Lending Market Analysis, Size, and Forecast 2025-2029: North America (Mexico), Europe (France, Germany, Italy, and UK), Middle East and Africa (UAE), APAC (Australia, China, India, Japan, and South Korea), South America (Brazil), and Rest of World (ROW) [Dataset]. https://www.technavio.com/report/home-equity-lending-market-analysis
    Explore at:
    pdfAvailable download formats
    Dataset updated
    Apr 5, 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
    Description

    Snapshot img

    Home Equity Lending Market Size 2025-2029

    The home equity lending market size is forecast to increase by USD 48.16 billion, at a CAGR of 4.7% between 2024 and 2029.

    The market is experiencing significant growth, fueled primarily by the massive increase in home prices and the resulting rise in residential properties with substantial equity. This trend presents a lucrative opportunity for lenders, as homeowners with substantial equity can borrow against their homes to fund various expenses, from home improvements to debt consolidation. However, this market also faces challenges. Lengthy procedures and complex regulatory requirements can hinder the growth of home equity lending, making it essential for lenders to streamline their processes and ensure compliance with evolving regulations.
    Additionally, economic uncertainty and potential interest rate fluctuations may impact borrower demand, requiring lenders to adapt their strategies to remain competitive. To capitalize on market opportunities and navigate challenges effectively, lenders must focus on enhancing the borrower experience, leveraging technology to streamline processes, and maintaining a strong regulatory compliance framework.
    

    What will be the Size of the Home Equity Lending 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

    The market continues to evolve, shaped by various economic and market dynamics. Fair lending practices remain a crucial aspect, with entities ensuring borrowers' creditworthiness through rigorous risk assessments. Economic conditions, employment history, and credit score are integral components of this evaluation. Mortgage insurance (PMIs) and mortgage-backed securities (MBS) are employed to mitigate risk in the event of default. Verification of income, property value, and consumer protection are also essential elements in the home equity lending process. Housing prices, Homeowners Insurance, and property value are assessed to determine the loan-to-value ratio (LTV) and interest rate risk. Prepayment penalties, closing costs, and loan term are factors that influence borrowers' financial planning and decision-making.

    The regulatory environment plays a significant role in shaping market activities. Consumer confidence, financial literacy, and foreclosure prevention initiatives are key areas of focus. real estate market volatility and mortgage rates impact the demand for home equity loans, with cash-out refinancing and debt consolidation being popular applications. Amortization schedules, mortgage broker involvement, and escrow accounts are essential components of the loan origination process. Market volatility and housing market trends continue to unfold, requiring ongoing risk assessment and adaptation.

    How is this Home Equity Lending Industry segmented?

    The home equity lending 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.

    Source
    
      Mortgage and credit union
      Commercial banks
      Others
    
    
    Distribution Channel
    
      Offline
      Online
    
    
    Purpose
    
      Home Improvement
      Debt Consolidation
      Investment
    
    
    Loan Type
    
      Fixed-Rate
      Variable-Rate
    
    
    Geography
    
      North America
    
        US
        Mexico
    
    
      Europe
    
        France
        Germany
        Italy
        UK
    
    
      Middle East and Africa
    
        UAE
    
    
      APAC
    
        Australia
        China
        India
        Japan
        South Korea
    
    
      South America
    
        Brazil
    
    
      Rest of World (ROW)
    

    By Source Insights

    The mortgage and credit union segment is estimated to witness significant growth during the forecast period.

    In the realm of home equity lending, mortgage and credit unions emerge as trusted partners for consumers. These financial institutions offer various services beyond home loans, including deposit management, checking and savings accounts, and credit and debit cards. By choosing a mortgage or credit union for home equity lending, consumers gain access to human advisors who can guide them through the intricacies of finance. Mortgage and credit unions provide competitive rates on home equity loans, making them an attractive option. Consumer protection is a priority, with fair lending practices and rigorous risk assessment ensuring creditworthiness. Economic conditions, employment history, and credit score are all taken into account during the loan origination process.

    Home equity loans can be used for various purposes, such as home improvement projects, debt consolidation, or cash-out refinancing. Consumer confidence plays a role in loan origination, with interest rates influenced by market volatility and economic conditions. Fixed-rate and adjustable-rate loans are available, each with its advantag

  17. D

    Dividend Recapitalization Financing Market Research Report 2033

    • dataintelo.com
    csv, pdf, pptx
    Updated Sep 30, 2025
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    Dataintelo (2025). Dividend Recapitalization Financing Market Research Report 2033 [Dataset]. https://dataintelo.com/report/dividend-recapitalization-financing-market
    Explore at:
    pptx, pdf, csvAvailable download formats
    Dataset updated
    Sep 30, 2025
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Dividend Recapitalization Financing Market Outlook



    According to our latest research, the global Dividend Recapitalization Financing market size reached USD 98.7 billion in 2024, supported by robust leveraged buyout activities and an appetite for alternative financing solutions. The market is expected to grow at a CAGR of 7.2% from 2025 to 2033, reaching a projected value of USD 184.4 billion by 2033. The primary growth factor for this market is the increasing utilization of dividend recapitalization strategies by private equity firms and corporations seeking to optimize capital structures while returning value to shareholders.




    The growth of the Dividend Recapitalization Financing market is being propelled by the heightened activity among private equity (PE) firms. These firms are increasingly leveraging recapitalization to extract liquidity from portfolio companies without relinquishing control. Amid a low-interest-rate environment and abundant liquidity in the credit markets, PE firms have found dividend recapitalization to be an attractive tool for enhancing investor returns. This trend is further supported by the growing sophistication of financial engineering, where sponsors utilize a mix of leveraged loans, high-yield bonds, and mezzanine financing to structure recapitalizations efficiently. As the competition among lenders intensifies, borrowing costs for such transactions have decreased, making dividend recapitalization more feasible even for mid-market companies.




    Another significant growth driver is the evolving regulatory and economic landscape. In developed economies, regulatory changes have encouraged greater transparency and risk assessment in leveraged transactions, which has, paradoxically, increased institutional investor confidence in dividend recapitalization deals. Furthermore, the ongoing digital transformation across industries is prompting companies to seek additional capital for technology upgrades and expansion, often financed through recapitalization. The flexibility offered by dividend recapitalization, allowing companies to reward shareholders while retaining operational control, is particularly attractive in sectors with strong cash flows such as healthcare, technology, and consumer goods.




    The market is also benefiting from the diversification of financing instruments and the entry of non-traditional lenders. As traditional banks tighten lending standards, alternative lenders and private debt funds have stepped in to fill the gap, offering bespoke recapitalization solutions. This influx of capital has expanded the addressable market, enabling a broader range of companies, not just large corporations, to pursue dividend recapitalization. Additionally, macroeconomic factors such as moderate inflation and stable GDP growth in key regions have created a favorable environment for leveraged transactions. However, market participants remain cautious of rising interest rates and regulatory scrutiny, which could impact deal structures and risk appetites in the coming years.




    From a regional perspective, North America continues to dominate the Dividend Recapitalization Financing market, accounting for more than 48% of global deal volume in 2024. The region’s mature private equity ecosystem, well-developed capital markets, and favorable regulatory environment have made it a hotspot for dividend recapitalization activity. Europe follows closely, with increasing adoption among both private equity and corporate players, particularly in the UK, Germany, and France. Meanwhile, Asia Pacific is emerging as a fast-growing market, driven by rising private equity investments and the proliferation of alternative financing channels. Latin America and the Middle East & Africa, while still nascent, are expected to witness accelerated growth as financial markets mature and investor appetite for alternative debt instruments increases.



    Type Analysis



    The Type segment of the Dividend Recapitalization Financing market is characterized by a diverse array of financing instruments, each catering to specific risk-return profiles and borrower needs. Leveraged loans have historically been the most prominent type, accounting for a significant portion of the market. These loans are typically arranged by banks or syndicates and are favored for their flexibility in structuring and relatively lower cost compared to other forms of debt. The demand for leveraged loans has surged as companies seek to

  18. J

    Japan Mortgage/Loan Brokers Market Report

    • marketreportanalytics.com
    doc, pdf, ppt
    Updated Apr 21, 2025
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    Market Report Analytics (2025). Japan Mortgage/Loan Brokers Market Report [Dataset]. https://www.marketreportanalytics.com/reports/japan-mortgageloan-brokers-market-99584
    Explore at:
    pdf, doc, pptAvailable download formats
    Dataset updated
    Apr 21, 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
    Japan
    Variables measured
    Market Size
    Description

    The Japan Mortgage/Loan Brokers Market, valued at ¥5.20 billion in 2025, is projected to experience steady growth with a Compound Annual Growth Rate (CAGR) of 3.92% from 2025 to 2033. This growth is driven primarily by increasing urbanization, a rising young population entering the housing market, and government initiatives aimed at boosting homeownership. Low interest rates in recent years have also stimulated mortgage demand. However, fluctuating economic conditions and potential regulatory changes pose challenges. The market is segmented by mortgage loan type (conventional, jumbo, government-insured, and others), loan terms (15, 20, and 30-year mortgages, and others), interest rates (fixed and adjustable), and provider (primary and secondary lenders). Major players include prominent Japanese financial institutions like the Bank of Japan, Bank of China (with significant operations in Japan), Suruga Bank, SMBC Trust Bank, Shinsei Bank, and several international banks with a presence in the Japanese market. The market's future trajectory will likely depend on the effectiveness of government policies supporting homeownership, the stability of the Japanese economy, and the adaptability of brokers to evolving technological advancements in financial services. Competition among brokers is expected to intensify, pushing for innovation in services and digital platforms to attract customers. The dominance of established financial institutions in the market highlights the need for smaller brokers to establish strong partnerships or differentiate themselves through specialized services. While the 30-year mortgage remains a significant segment, growing awareness of financial prudence and shorter-term financial goals could lead to increased demand for 15 and 20-year mortgage options. The increasing adoption of online platforms and fintech solutions is also anticipated to transform how mortgage brokerage services are delivered, potentially impacting the operational models of traditional players. Analyzing trends in interest rates and their correlation with overall market growth will be crucial for predicting future market performance. The impact of macroeconomic factors, such as inflation and unemployment, will also play a significant role in influencing mortgage demand and consequently, the growth of the brokerage market. Recent developments include: In March 2024, Leading Japanese online stocks broker Matsui Stocks Co., Ltd. established a partnership with global fintech firm Broadridge Financial Solutions, Inc. to boost its stock lending business via Broadridge's cloud-based SaaS post-trade processing technology., In July 2023, Mitsubishi UFJ Financial Group and Morgan Stanley expanded their 15-year-old partnership. At their joint brokerage operations, the Japanese and American institutions have decided to work together more closely on forex trading, as well as on researching and selling Japanese stocks to institutional investors.. Key drivers for this market are: Increase in demand for Financial Home Loan Solutions, Increased Accessibility to Loan Broker Services. Potential restraints include: Increase in demand for Financial Home Loan Solutions, Increased Accessibility to Loan Broker Services. Notable trends are: Consistent level of interest rate and Increasing Real Estate price affecting Japan's Mortgage/Loan Broker Market..

  19. Financial News Market Events Dataset for NLP 2025

    • kaggle.com
    zip
    Updated Aug 13, 2025
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    Pratyush Puri (2025). Financial News Market Events Dataset for NLP 2025 [Dataset]. https://www.kaggle.com/datasets/pratyushpuri/financial-news-market-events-dataset-2025/code
    Explore at:
    zip(417736 bytes)Available download formats
    Dataset updated
    Aug 13, 2025
    Authors
    Pratyush Puri
    License

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

    Description

    Financial News Events Dataset - Comprehensive Description

    Overview

    This synthetic dataset contains 3,024 records of financial news headlines centered around major market events from February 2025 to August 2025. The dataset captures real-time market dynamics, sentiment analysis, and trading patterns across global financial markets, making it ideal for financial analysis, sentiment modeling, and market prediction tasks.

    Dataset Specifications

    • Total Records: 3,024 rows
    • Total Features: 12 columns
    • Date Range: February 1, 2025 - August 14, 2025
    • File Formats: CSV, JSON, XLSX
    • Data Quality: ~5% null values strategically distributed for realistic data cleaning scenarios

    Column Descriptions

    Column NameData TypeDescriptionSample ValuesNull Values
    DateDatePublication date of the financial news2025-05-21, 2025-07-18No
    HeadlineStringFinancial news headlines related to market events"Tech Giant's New Product Launch Sparks Sector-Wide Gains"~5%
    SourceStringNews publication sourceReuters, Bloomberg, CNBC, Financial TimesNo
    Market_EventStringCategory of market event driving the newsStock Market Crash, Interest Rate Change, IPO LaunchNo
    Market_IndexStringAssociated stock market indexS&P 500, NSE Nifty, DAX, FTSE 100No
    Index_Change_PercentFloatPercentage change in market index (-5% to +5%)3.52, -4.33, 0.15~5%
    Trading_VolumeFloatTrading volume in millions (1M to 500M)166.45, 420.89, 76.55No
    SentimentStringNews sentiment classificationPositive, Neutral, Negative~5%
    SectorStringBusiness sector affected by the newsTechnology, Finance, Healthcare, EnergyNo
    Impact_LevelStringExpected market impact intensityHigh, Medium, LowNo
    Related_CompanyStringMajor companies mentioned in the newsApple Inc., Goldman Sachs, Tesla, JP Morgan ChaseNo
    News_UrlStringSource URL for the news articlehttps://www.reuters.com/markets/stocks/...~5%

    Key Features & Statistics

    Market Events Coverage (20 Categories)

    • Stock Market Crashes & Rallies
    • Interest Rate Changes & Central Bank Meetings
    • Corporate Earnings Reports & IPO Launches
    • Government Policy Announcements
    • Trade Tariffs & Geopolitical Events
    • Cryptocurrency Regulations
    • Supply Chain Disruptions
    • Economic Data Releases

    Global Market Indices (18 Major Indices)

    • US Markets: S&P 500, Dow Jones, Nasdaq Composite, Russell 2000
    • Indian Markets: NSE Nifty, BSE Sensex
    • European Markets: FTSE 100, DAX, Euro Stoxx 50, CAC 40
    • Asian Markets: Nikkei 225, Hang Seng, Shanghai Composite, KOSPI
    • Others: TSX, ASX 200, IBOVESPA, S&P/TSX Composite

    News Sources (18 Reputable Publications)

    Major financial news outlets including Reuters, Bloomberg, CNBC, Financial Times, Wall Street Journal, Economic Times, Forbes, and specialized financial publications.

    Sector Distribution (18 Business Sectors)

    Technology, Finance, Healthcare, Energy, Consumer Goods, Utilities, Industrials, Materials, Real Estate, Telecommunications, Automotive, Retail, Pharmaceuticals, Aerospace & Defense, Agriculture, Transportation, Media & Entertainment, Construction.

    Data Quality & Preprocessing Notes

    • Realistic Null Distribution: Approximately 5% null values in key columns (Headline, Sentiment, Index_Change_Percent, News_Url) to simulate real-world data collection challenges
    • Balanced Sentiment Distribution: Mix of positive, neutral, and negative sentiment classifications
    • Diverse Market Conditions: Index changes ranging from -5% to +5% reflecting various market scenarios
    • Volume Variability: Trading volumes span 1M to 500M to represent different market liquidity conditions

    Potential Use Cases

    📈 Financial Analysis

    • Market sentiment analysis and trend prediction
    • Correlation studies between news events and market movements
    • Trading volume pattern analysis

    🤖 Machine Learning Applications

    • Sentiment classification model training
    • Market movement prediction algorithms
    • News headline generation models
    • Event-driven trading strategy development

    📊 Data Visualization Projects

    • Interactive market sentiment dashboards
    • Time-series analysis of market events
    • Geographic distribution of financial news impact
    • Sector-wise performance visualization

    🔍 Research Applications

    • Academic research on market efficiency
    • News impact analysis on different sectors
    • Cross-market correlation studies
    • Event study methodologies

    Technical Specifications

    • Memory Usage: Approximately 1.5MB across all formats
    • **Proces...
  20. v

    Global Derivatives Market Size By Type of Derivative, By Underlying Asset,...

    • verifiedmarketresearch.com
    Updated Jul 2, 2025
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    VERIFIED MARKET RESEARCH (2025). Global Derivatives Market Size By Type of Derivative, By Underlying Asset, By Market Participants, By Geographic Scope And Forecast [Dataset]. https://www.verifiedmarketresearch.com/product/derivatives-market/
    Explore at:
    Dataset updated
    Jul 2, 2025
    Dataset authored and provided by
    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

    Derivatives Market size is growing at a moderate pace with substantial growth rates over the last few years and is estimated that the market will grow significantly in the forecasted period i.e. 2024 to 2031.

    Global Derivatives Market Drivers

    The market drivers for the Derivatives Market can be influenced by various factors. These may include:

    Hedging and Risk Management: Through the use of derivatives, investors and companies can guard against the risks associated with price volatility in underlying assets such as interest rates, equities, commodities, and currencies. This need for risk management is what essentially drives the derivatives market. Speculation and arbitrage: Speculators use derivatives to bet on how market prices will move in the future, whilst arbitrageurs exploit price differences between markets. These two activities play a major role in the growth and liquidity of the derivatives market. Market Efficiency: Derivatives increase market efficiency by allowing participants to quickly adjust how exposed they are to various financial risks. Because of their effectiveness, traders and investors find derivatives to be an attractive instrument. Financial Innovation: The constant development of new derivative products and trading strategies drives market expansion. Novelties that cater to a variety of financial needs and attract a greater number of players include futures, swaps, options, and highly constructed products. Globalization: As the world's financial markets become more interdependent, so does the need for derivatives. Businesses engaged in international trade and investment utilize derivatives as a tool to control cross-border financial exposures, such as exchange rate risk. Modifications to Regulations: The objectives of regulatory frameworks such as the Dodd-Frank Act in the United States and the European Market Infrastructure Regulation (EMIR) in the European Union aim to reduce systemic risk and enhance transparency in the derivatives market. While these regulations may incur additional costs, they also enhance the stability and trust of the market, which may promote involvement. Technological Developments: Data analytics, algorithmic trading, and trading platforms have all advanced, enabling faster and more efficient trading of derivatives. Technology also makes better risk management and compliance possible, which attracts new competitors to the market. Interest Rate Environment: The present interest rate environment has an impact on the derivatives market, particularly on interest rate derivatives. Interest rate changes have an impact on the demand for and price of some financial assets. Institutional Participation: An rise in insurance firms, hedge funds, and pension funds among other institutional investors is driving market growth. These companies regularly employ derivatives to manage their portfolios and achieve certain financial objectives. Economic and Geopolitical Factors: Due to geopolitical developments and economic conditions, the financial markets are unstable and uncertain, which raises demand for derivatives as tools for risk management and speculation. Growing Knowledge and Awareness: As market participants become more knowledgeable about the benefits and uses of derivatives, there is an increasing demand for these financial instruments. Educational initiatives and professional training programs help to create this increased awareness.

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Statista (2025). Share of Americans investing money in the stock market 1999-2025 [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 1999-2025

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17 scholarly articles cite this dataset (View in Google Scholar)
Dataset updated
Nov 19, 2025
Dataset authored and provided by
Statistahttp://statista.com/
Time period covered
1999 - 2025
Area covered
United States
Description

In 2025, ** 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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