Taiwan TAIFEX: TR: Buy: CM: Managed Futures Ent & Trust Fund data was reported at 12,459.000 Contract in Jun 2018. This records an increase from the previous number of 12,258.000 Contract for May 2018. Taiwan TAIFEX: TR: Buy: CM: Managed Futures Ent & Trust Fund data is updated monthly, averaging 19,553.000 Contract from Feb 2004 (Median) to Jun 2018, with 173 observations. The data reached an all-time high of 175,606.000 Contract in Jun 2005 and a record low of 2,679.000 Contract in Feb 2013. Taiwan TAIFEX: TR: Buy: CM: Managed Futures Ent & Trust Fund data remains active status in CEIC and is reported by Taiwan Futures Exchange. The data is categorized under Global Database’s Taiwan – Table TW.Z020: Taiwan Futures Exchange (TAIFEX): Futures and Options Transaction.

Taiwan TAIFEX: Options: TR: Buy: CM: Managed Futures Ent & Trust Fund data was reported at 5,901.000 Contract in Jun 2018. This records an increase from the previous number of 4,681.000 Contract for May 2018. Taiwan TAIFEX: Options: TR: Buy: CM: Managed Futures Ent & Trust Fund data is updated monthly, averaging 11,630.000 Contract from Feb 2004 (Median) to Jun 2018, with 173 observations. The data reached an all-time high of 172,829.000 Contract in Jun 2005 and a record low of 468.000 Contract in Feb 2013. Taiwan TAIFEX: Options: TR: Buy: CM: Managed Futures Ent & Trust Fund data remains active status in CEIC and is reported by Taiwan Futures Exchange. The data is categorized under Global Database’s Taiwan – Table TW.Z020: Taiwan Futures Exchange (TAIFEX): Futures and Options Transaction.

Taiwan TAIFEX: Futures: TR: Sell: CM: Managed Futures Ent & Trust Fund data was reported at 6,433.000 Contract in Jun 2018. This records a decrease from the previous number of 7,575.000 Contract for May 2018. Taiwan TAIFEX: Futures: TR: Sell: CM: Managed Futures Ent & Trust Fund data is updated monthly, averaging 4,787.000 Contract from Feb 2004 (Median) to Jun 2018, with 173 observations. The data reached an all-time high of 19,566.000 Contract in May 2016 and a record low of 17.000 Contract in Feb 2004. Taiwan TAIFEX: Futures: TR: Sell: CM: Managed Futures Ent & Trust Fund data remains active status in CEIC and is reported by Taiwan Futures Exchange. The data is categorized under Global Database’s Taiwan – Table TW.Z020: Taiwan Futures Exchange (TAIFEX): Futures and Options Transaction.

Taiwan TAIFEX: TR: Sell: CM: Managed Futures Ent & Trust Fund data was reported at 9,972.000 Contract in Jun 2018. This records a decrease from the previous number of 10,489.000 Contract for May 2018. Taiwan TAIFEX: TR: Sell: CM: Managed Futures Ent & Trust Fund data is updated monthly, averaging 18,347.000 Contract from Feb 2004 (Median) to Jun 2018, with 173 observations. The data reached an all-time high of 177,502.000 Contract in Jun 2005 and a record low of 2,558.000 Contract in Sep 2013. Taiwan TAIFEX: TR: Sell: CM: Managed Futures Ent & Trust Fund data remains active status in CEIC and is reported by Taiwan Futures Exchange. The data is categorized under Global Database’s Taiwan – Table TW.Z020: Taiwan Futures Exchange (TAIFEX): Futures and Options Transaction.

Other-Stockholder-Equity Time Series for Capital Securities Corp. Capital Securities Corporation provides various financial services in Taiwan and internationally. The company operates through Brokerage, Corporate Financing, Dealing, Derivative Instrument, and Futures segments. It engages in the brokerage and margin trading business; securities lending business; trading of securities and related listed stock instruments; investment, consultancy, and issuance of derivative instruments; and business of domestic futures brokerage services, futures consultancy, and managed futures enterprises. The company also provides advisory services on initial public offering, or to register on the emerging, or listed market; and securities underwriting and sales, corporate finance, mergers and acquisitions, and investment management. In addition, it offers domestic and foreign stock markets listing services; and corporate finance management, overseas funding, fixed income, stock brokerage, proprietary trading, financial derivative, registrar agency, wealth management, venture capital management, wealth management, margin financing, and insurance planning and consulting services. Capital Securities Corporation was incorporated in 1988 and is headquartered in Taipei, Taiwan.

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.

Apartment Investment and Management's Future: (AIV) A Buy or Sell?

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

Resilience quantifies the ability of a system to remain in or return to its current state following disturbance. Due to inconsistent terminology and usage of resilience frameworks, quantitative resilience studies are challenging, and resilience is often treated as an abstract concept rather than a measurable system characteristic. We used a novel, spatially-explicit stakeholder engagement process to quantify social-ecological resilience to fire, in light of modeled social-ecological fire risk, across the non-fire-adapted Sonoran Desert Ecosystem in Arizona, USA. Depending on its severity and the characteristics of the ecosystem, fire as a disturbance has the potential to drive ecological state change. As a result, fire regime change is of increasing concern as global change and management legacies alter the distribution and flammability of fuels. Because management and use decisions impact resources and ecological processes, social and ecological factors must be evaluated together to pr...

Oil futures stocks provide investors with an opportunity to speculate on the future price of oil and potentially profit from price movements. They offer leverage and liquidity, but also come with risks that need to be managed. Understanding the factors that influence oil prices and using appropriate risk management strategies are key to successful trading in the oil futures stock market.

Climate change has emerged as a principal threat to coral reefs, and is expected to exacerbate coral reef degradation caused by more localised stressors. Management of local stressors is widely advocated to bolster coral reef resilience, but the extent to which management of local stressors might affect future trajectories of reef state remains unclear. This is in part because of limited understanding of the cumulative impact of multiple stressors. Models are ideal tools to aid understanding of future reef state under alternative management and climatic scenarios, but to date few have been sufficiently developed to be useful as decision support tools for local management of coral reefs subject to multiple stressors. We used a simulation model of coral reefs to investigate the extent to which the management of local stressors (namely poor water quality and fishing) might influence future reef state under varying climatic scenarios relating to coral bleaching. We parameterised the model for Bolinao, the Philippines, and explored how simulation modelling can be used to provide decision support for local management. We found that management of water quality, and to a lesser extent fishing, can have a significant impact on future reef state, including coral recovery following bleaching-induced mortality. The stressors we examined interacted antagonistically to affect reef state, highlighting the importance of considering the combined impact of multiple stressors rather than considering them individually. Further, by providing explicit guidance for management of Bolinao's reef system, such as which course of management action will most likely to be effective over what time scales and at which sites, we demonstrated the utility of simulation models for supporting management. Aside from providing explicit guidance for management of Bolinao's reef system, our study offers insights which could inform reef management more broadly, as well as general understanding of reef systems.

The Cloud Project Portfolio Management (CPPM) market is experiencing robust growth, driven by the increasing need for organizations to effectively manage complex projects across diverse teams and locations. A 17% Compound Annual Growth Rate (CAGR) from 2019-2033 indicates a significant expansion, projected to reach a substantial market value. This growth is fueled by several key factors. The shift towards cloud-based solutions offers enhanced scalability, accessibility, and cost-effectiveness compared to on-premise systems. Businesses are increasingly adopting cloud technologies to improve collaboration, streamline workflows, and gain real-time visibility into project performance. Furthermore, the rising complexity of projects, coupled with the demand for improved resource allocation and risk management, necessitates sophisticated CPPM tools. Key industry verticals like BFSI (Banking, Financial Services, and Insurance), Healthcare & Life Sciences, and IT & Telecommunication are leading the adoption, leveraging CPPM to optimize their operations and drive innovation. The hybrid cloud deployment model is gaining traction, allowing organizations to strategically combine the benefits of public and private clouds to meet their specific needs. While initial investment and the need for robust integration with existing systems could present some challenges, the overall market trajectory remains positive. The competitive landscape features a mix of established players like Microsoft, Oracle, and SAP, alongside specialized CPPM vendors like Planisware and Upland Software. These companies are constantly innovating, integrating advanced features like AI-powered analytics and automation capabilities to enhance the value proposition of their offerings. The market's segmentation by deployment model (public, private, hybrid), application (portfolio, demand, project, resource, and financial management), and industry vertical reflects the diverse needs and adoption patterns across different sectors. Future growth will likely be driven by continued technological advancements, increased adoption in emerging markets, and a growing understanding of the strategic value of CPPM for achieving business objectives. The market is expected to see further consolidation as vendors seek to expand their market share and offer comprehensive solutions. Key drivers for this market are: , Growing Use of BYOD and Mobile Devices; Increased Adoption of Cloud Analytics. Potential restraints include: , Growing Use of BYOD and Mobile Devices; Increased Adoption of Cloud Analytics. Notable trends are: Healthcare is Anticipated to be One of the Fastest Growing Verticals.

The European asset management market, valued at €33.57 billion in 2025, is projected to experience robust growth, driven by several key factors. Increasing institutional investor activity, particularly from pension funds and insurance companies seeking diversified portfolios, is a significant driver. The rising popularity of sustainable and responsible investments (SRI) further fuels market expansion, as investors increasingly prioritize environmental, social, and governance (ESG) factors. Technological advancements, including the rise of robo-advisors and algorithmic trading, are streamlining operations and attracting a wider range of clients. Furthermore, favorable regulatory environments in certain European nations are encouraging market participation. However, challenges such as Brexit's lingering effects on cross-border investments and increasing competition from fintech disruptors pose potential restraints. The market is segmented by client type (retail, institutional), mandate type (discretionary, investment funds), and asset class (equity, fixed income, cash), offering varied investment opportunities. Key players like BlackRock, Amundi, and Allianz Global Investors dominate the landscape, but smaller specialized firms are also finding niches. Growth will likely be concentrated in the institutional segment, fueled by the ongoing shift towards professionally managed investments. The UK, Germany, and France are expected to remain the largest national markets within Europe, but growth potential exists across several other nations as awareness and adoption of sophisticated investment strategies increase. The forecast period (2025-2033) anticipates a continued expansion, with the CAGR of 9.89% suggesting significant growth opportunities. While macroeconomic uncertainties exist, the long-term outlook remains positive, driven by an aging population requiring retirement planning solutions and a growing demand for professional wealth management services. Competitive pressures will likely intensify, necessitating strategic partnerships, technological innovation, and a focus on delivering customized solutions to maintain a competitive edge. The market's segmentation offers various avenues for growth, with specialized firms focusing on particular asset classes or client types potentially outperforming larger, more diversified players. The increasing integration of ESG factors within investment strategies is expected to shape the market's trajectory, influencing both investment decisions and the operational strategies of asset management firms. This comprehensive report provides an in-depth analysis of the Europe asset management market, covering the period from 2019 to 2033. With a base year of 2025 and an estimated year of 2025, the report offers valuable insights into market size (in millions), trends, and future growth projections. It leverages extensive historical data (2019-2024) and forecasts (2025-2033) to provide a holistic view of this dynamic industry. Key players such as BlackRock, Amundi Asset Management, and Allianz Global Investors are analyzed, alongside evolving market dynamics. The report explores various asset classes, client types, and mandate types to provide a granular understanding of the market landscape. Recent developments include: April 2024: SimCorp forged a strategic alliance with Quoniam Asset Management, a prominent quantitative asset manager overseeing assets exceeding EUR 20 billion. This partnership aims to revolutionize SimCorp's investment management operations.April 2024: Lazard, a global frontrunner in active asset management, teamed up with Elaia Partners, a prominent European venture capital firm. Together, they aim to forge a dominant European entity dedicated to investing in technology firms, guiding them from their initial seed stages to public market listings.. Key drivers for this market are: Exchange Traded Funds and Mutual Funds, Technological Advancements. Potential restraints include: Exchange Traded Funds and Mutual Funds, Technological Advancements. Notable trends are: Increasing Pension Funds Fueling the Market.

The global expansion services market is experiencing robust growth, driven by increasing globalization, the rise of e-commerce, and a growing need for businesses to access new markets and customer bases. Companies are increasingly outsourcing expansion strategies to specialized service providers who offer expertise in market entry, regulatory compliance, localization, and operational setup in foreign territories. This trend is particularly pronounced in emerging economies experiencing rapid economic growth and expanding middle classes, offering significant untapped potential. The market is segmented by service type (e.g., market research, legal & regulatory support, logistics & distribution, marketing & sales) and application (e.g., retail, technology, manufacturing). Key players in the market are leveraging technological advancements, such as data analytics and digital marketing tools, to enhance their service offerings and gain a competitive edge. The market's growth is further propelled by the ongoing digital transformation, facilitating easier cross-border transactions and communication, streamlining the expansion process. However, challenges remain. Geopolitical uncertainties, fluctuating exchange rates, and differing regulatory landscapes across countries present significant hurdles for businesses seeking global expansion. Furthermore, the high cost of entry into new markets and the complexity of navigating diverse cultural environments can act as significant restraints. To mitigate these risks, businesses are increasingly prioritizing due diligence, strategic partnerships, and adaptable expansion strategies. This necessitates a comprehensive understanding of target market dynamics and proactive risk management. Future growth is expected to be particularly strong in Asia-Pacific, driven by the rapid economic development of countries like China and India. The market is expected to continue its trajectory of healthy growth throughout the forecast period (2025-2033), with a sustained emphasis on customized solutions and technological innovation.

Explore the recent gains in cotton futures amid external market pressures and understand the factors driving this bullish trend.

By 2025, the managed database services market will likely hit USD 445,020.1 million and grow to USD 1,497,335 million by 2035, with a CAGR of 12.9%. The rise of using multi-cloud and mixed cloud plans, rising AI use for smart database upkeep, and more people using Database-as-a-Service are guiding the future of the industry. Also, more worry about keeping data safe and following rules is driving market growth.

Metric	Value
Market Size (2025E)	USD 445,020.1 Million
Market Value (2035F)	USD 1,497,335 Million
CAGR (2025 to 2035)	12.9%

Country-wise Insights

Country	CAGR (2025 to 2035)
USA	13.1%

Country	CAGR (2025 to 2035)
UK	12.7%

Region	CAGR (2025 to 2035)
European Union (EU)	12.9%

Country	CAGR (2025 to 2035)
Japan	13.0%

Country	CAGR (2025 to 2035)
South Korea	13.2%

Managed Database Services Market - Segmentation Outlook

Service	Market Share (2025)
Database Administration	38.0%

Application	Market Share (2025)
Customer Relationship Management (CRM)	46.0%

Competitive Outlook

Company Name	Estimated Market Share (%)
Amazon Web Services (AWS)	18-22%
Microsoft Corporation (Azure)	14-18%
Google Cloud Platform (GCP)	12-16%
Oracle Corporation	10-14%
IBM Corporation	6-10%
Other Companies (combined)	30-40%

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Private Equity Market Size 2025-2029

The private equity market size is forecast to increase by USD 885.7 billion at a CAGR of 9.5% between 2024 and 2029.

The private equity and venture capital investment landscape is experiencing significant growth, driven by an increase in deal volumes and the rising number of high-net-worth individuals (HNWIs) worldwide. This trend is fueled by the attractive returns offered by private equity and venture capital investments, which have become a popular asset class for wealth management portfolios. However, this market is not without challenges. Transaction risks, such as regulatory changes and foreign exchange fluctuations, can pose significant hurdles for investors. Additionally, there is a growing demand for impact investing, particularly in sectors like renewable energy, as investors seek to align their financial goals with social and environmental objectives.
Navigating these trends and challenges requires a deep understanding of market dynamics and a strategic approach to investment opportunities. This market trends and analysis report delves deeper into these topics, providing valuable insights for professionals seeking to maximize their private equity investments.

What will be the Size of the Private Equity Market during the forecast period?

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The markets continue to evolve, with investment strategies becoming increasingly data-driven and sophisticated. Investor returns remain a key focus, with growth stage investing and innovation hubs driving value creation. Risk management is crucial in this industry, with deal origination and fundraising strategies carefully considered. Management fees and capital calls are essential components of the fund lifecycle, while deal closing and post-investment management ensure optimal portfolio performance. Cryptocurrency investments represent an emerging trend, with digital assets joining traditional assets in investment portfolios. Impact measurement and regulatory compliance are also critical, as private equity firms strive for transparency and customer experience.
ESG integration and industry consolidation are shaping the venture capital ecosystem, with secondary market sales providing liquidity for investors. Fund size and investment strategies vary, with some focusing on start-ups and emerging technologies. Technology adoption is a significant factor in fund performance, with customer acquisition and retention key to long-term success. Fund returns are closely monitored, with performance fees incentivizing top-performing funds. In the global private equity landscape, fundraising strategies and industry trends continue to evolve. Regulatory compliance and customer experience are paramount, with digital assets investment and ESG integration shaping the future of the industry.
Private equity sales and industry consolidation are ongoing, with post-investment management and portfolio optimization crucial to maximizing returns.

How is this Private Equity Industry segmented?

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

End-user

  Privately held companies
  Start-up companies


Application

  Leveraged buyouts
  Venture capital
  Equity investment
  Enterpreneurship


Investments

  Large Cap
  Upper Middle Market
  Lower Middle Market
  Real Estate
  Large Cap
  Upper Middle Market
  Lower Middle Market
  Real Estate


Geography

  North America

    US
    Canada


  Europe

    France
    Germany
    UK


  Middle East and Africa



  APAC

    Australia
    China
    India
    Japan


  South America

    Brazil


  Rest of World (ROW)

By End-user Insights

The privately held companies segment is estimated to witness significant growth during the forecast period.

In the realm of investment, private equity portfolios play a significant role in the additive manufacturing market. These portfolios encompass various investment vehicles, such as buyout funds, growth equity funds, strategic investments, and late-stage funding. Each type caters to different growth stages of companies in the sector. Buyout funds focus on acquiring controlling stakes in mature companies, often facilitating digital transformation and operational improvements. Growth equity funds, on the other hand, invest in companies with proven business models, aiming to fuel their expansion through capital infusion and industry expertise. Strategic investments are made by firms seeking to gain a foothold in a new market or expand their existing presence.

Legal frameworks and regulatory landscapes play a crucial role in shaping the market dynamics. Alternative investments, such as distressed debt funds and private debt, provide opportuni