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全球替代資料市場 - 2018-2028 年全球產業規模、佔有率、趨勢、機會和預測，按資料類型、交付模式、最終用戶產業、地區、競爭細分

Global Alternative Data Market - Global Industry Size, Share, Trends, Opportunity, and Forecast, 2018-2028 Segmented by Data Type, By Delivery Model, By End-User Industry, By Region, Competition
出版日期: | 出版商: TechSci Research | 英文 190 Pages | 商品交期: 2-3個工作天內

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簡介目錄

全球替代資料市場在商業領域取得了顯著的成長，年複合成長率 (CAGR) 高達 37.3%。替代資料到 2022 年的估值將達到 32.4 億美元，已成為重塑業務營運、增強適應性和簡化流程的關鍵工具。在全球範圍內，企業越來越認知到替代資料在最佳化能源消耗、為市場持續擴張和創新定位方面的重要性。

替代資料是實現卓越營運和推動業務領域全球規模數位轉型的強大催化劑。這些資料來源使企業能夠提高能源效率、降低成本並為永續的未來做出貢獻。透過物聯網連接平台的整合，替代資料已成為變革性的遊戲規則改變者，實現設備和資產的即時連接。反過來，這使私募股權和創投實體能夠做出明智的決策、最佳化資源並提升客戶體驗。

然而，市場也面臨重大挑戰。這些挑戰之一是跨行業和地區整合不同系統和技術的複雜性。要實現不同需求回應策略和協議之間的和諧，需要利害關係人之間的細緻協調和協作。此外，確保物聯網整合背景下的資料安全和隱私仍然是一個關鍵問題，需要專注於在企業和消費者之間建立信任和信心。

市場概況
預測期 2024-2028
2022 年市場規模 32.4億美元
2028 年市場規模 227.9億美元
2023-2028 年年複合成長率 37.3%
成長最快的細分市場 私募股權和創投
最大的市場 北美洲

儘管面臨這些挑戰，全球替代資料市場仍處於持續成長和創新的狀態。企業越來越認知到先進位置感測技術的價值以及實施需量反應策略的好處。這些策略不僅最佳化能源消耗，還有助於實現永續發展目標和監管合規性。

目錄

第 1 章：產品概述

  • 市場定義
  • 市場範圍
    • 涵蓋的市場
    • 研究年份
    • 主要市場區隔

第 2 章：研究方法

  • 研究目的
  • 基線方法
  • 主要產業夥伴
  • 主要協會和二手資料來源
  • 預測方法
  • 數據三角測量與驗證
  • 假設和限制

第 3 章：執行摘要

第 4 章：COVID-19 對全球替代資料市場的影響

第 5 章：客戶之聲

第 6 章：全球替代資料市場概述

第 7 章：全球替代資料市場展望

  • 市場規模及預測
    • 按價值
  • 市佔率及預測
    • 按資料類型（網路和社群媒體資料、衛星和地理位置資料、金融和交易資料、消費者行為資料、醫療保健和生命科學、其他）
    • 按交付模式（基於訂閱、兒童和數據即服務 (DaaS)）
    • 按最終用戶行業（金融服務和投資公司、對沖基金和資產管理、企業）
    • 按地區
  • 按公司分類 (2022)
  • 市場地圖

第 8 章：北美替代資料市場展望

  • 市場規模及預測
    • 按價值
  • 市佔率及預測
    • 依資料類型
    • 按交付模式
    • 按最終用戶產業
  • 北美：國家分析
    • 美國
    • 加拿大
    • 墨西哥

第 9 章：歐洲替代資料市場展望

  • 市場規模及預測
    • 按價值
  • 市佔率及預測
    • 依資料類型
    • 按交付模式
    • 按最終用戶產業
  • 歐洲：國家分析
    • 德國
    • 英國
    • 法國
    • 西班牙
    • 義大利

第 10 章：南美洲替代資料市場展望

  • 市場規模及預測
    • 按價值
  • 市佔率及預測
    • 依資料類型
    • 按交付模式
    • 按最終用戶產業
  • 南美洲：國家分析
    • 巴西
    • 阿根廷
    • 哥倫比亞

第 11 章：中東和非洲替代資料市場展望

  • 市場規模及預測
    • 按價值
  • 市佔率及預測
    • 依資料類型
    • 按交付模式
    • 按最終用戶產業
  • 中東和美國：國家分析
    • 以色列
    • 卡達
    • 阿拉伯聯合大公國
    • 沙烏地阿拉伯

第 12 章：亞太替代資料市場展望

  • 市場規模及預測
    • 按價值
  • 市佔率及預測
    • 依資料類型
    • 按交付模式
    • 按最終用戶產業
  • 亞太地區：國家分析
    • 中國替代資料
    • 日本替代資料
    • 韓國替代資料
    • 印度替代資料
    • 澳洲替代資料

第 13 章：市場動態

  • 促進要素
  • 挑戰

第 14 章：市場趨勢與發展

第 15 章：公司簡介

  • 彭博社
    • Business Overview
    • Key Financials & Revenue
    • Key Contact Person
    • Headquarters Address
    • Key Product/Service Offered
  • FactSet 研究系統公司
    • Business Overview
    • Key Financials & Revenue
    • Key Contact Person
    • Headquarters Address
    • Key Product/Service Offered
  • 標準普爾全球公司
    • Business Overview
    • Key Financials & Revenue
    • Key Contact Person
    • Headquarters Address
    • Key Product/Service Offered
  • 湯森路透公司
    • Business Overview
    • Key Financials & Revenue
    • Key Contact Person
    • Headquarters Address
    • Key Product/Service Offered
  • IHS Markit 有限公司
    • Business Overview
    • Key Financials & Revenue
    • Key Contact Person
    • Headquarters Address
    • Key Product/Service Offered
  • 昆德爾公司
    • Business Overview
    • Key Financials & Revenue
    • Key Contact Person
    • Headquarters Address
    • Key Product/Service Offered
  • Thinknum替代資料公司
    • Business Overview
    • Key Financials & Revenue
    • Key Contact Person
    • Headquarters Address
    • Key Product/Service Offered
  • 鷹阿爾法有限公司
    • Business Overview
    • Key Financials & Revenue
    • Key Contact Person
    • Headquarters Address
    • Key Product/Service Offered
  • 1010數據公司
    • Business Overview
    • Key Financials & Revenue
    • Key Contact Person
    • Headquarters Address
    • Key Product/Service Offered
  • 伊皮數據公司
    • Business Overview
    • Key Financials & Revenue
    • Key Contact Person
    • Headquarters Address
    • Key Product/s Offered

第 16 章：策略建議

第 17 章：關於我們與免責聲明

簡介目錄
Product Code: 16040

The Global Alternative Data market has witnessed remarkable growth within the business sector, boasting an impressive Compound Annual Growth Rate (CAGR) of 37.3%. With a valuation of USD 3.24 billion in 2022, Alternative Data have emerged as pivotal tools in reshaping business operations, enhancing adaptability, and streamlining processes. Across the globe, businesses are increasingly recognizing the significance of Alternative Data in optimizing energy consumption, positioning the market for continued expansion and innovation.

Alternative Data serve as powerful catalysts for achieving operational excellence and driving global-scale digital transformation within the business landscape. These data sources empower businesses to enhance energy efficiency, reduce costs, and contribute to a sustainable future. Through the integration of IoT-connected platforms, Alternative Data have become transformative game-changers, enabling real-time connectivity of devices and assets. This, in turn, empowers Private Equity and Venture Capital entities to make informed decisions, optimize resources, and elevate customer experiences.

However, the market also faces significant challenges. One of these challenges is the intricacy of integrating diverse systems and technologies across various industries and regions. Achieving harmony among different demand response strategies and protocols demands meticulous coordination and collaboration among stakeholders. Additionally, ensuring data security and privacy in the context of IoT integration remains a critical concern, requiring focused efforts to build trust and confidence among businesses and consumers.

Market Overview
Forecast Period2024-2028
Market Size 2022USD 3.24 Billion
Market Size 2028USD 22.79 Billion
CAGR 2023-202837.3%
Fastest Growing SegmentPrivate Equity and Venture Capital
Largest MarketNorth America

Notwithstanding these challenges, the Global Alternative Data market is positioned for ongoing growth and innovation. Businesses increasingly grasp the value of advanced position sensing technologies and the benefits of implementing demand response strategies. These strategies not only optimize energy consumption but also contribute to sustainability objectives and regulatory compliance.

In conclusion, the Global Alternative Data market is the driving force behind operational excellence and worldwide digital transformation within the business landscape. As businesses continue to embrace advanced technologies, integrate IoT platforms, and overcome challenges, the market is expected to witness sustained growth. This growth will serve as a driving force for achieving energy efficiency, cost reduction, and a sustainable energy future within the business landscape.

Key Market Drivers

Increasing Demand for Unique and Non-Traditional Data Sources

The Global Alternative Data Market is experiencing significant growth due to the increasing demand for unique and non-traditional data sources. Traditional data sources, such as financial statements and market reports, have limitations in providing comprehensive insights into business operations. As a result, businesses are turning to alternative data to gain a competitive edge and make informed decisions. Alternative Data, which includes information from social media, satellite imagery, web scraping, and IoT devices, offers a wealth of untapped information that can provide valuable insights into consumer behavior, market trends, and operational efficiency. The ability to access and analyze alternative data allows businesses to uncover hidden patterns, identify emerging opportunities, and mitigate risks, driving the growth of the Global Alternative Data market.

Advancements in Data Analytics and Artificial Intelligence Technologies

Another key driver for the growth of the Global Alternative Data Market is the advancements in data analytics and artificial intelligence (AI) technologies. The exponential growth of data volume and complexity has necessitated the development of advanced analytics tools and AI algorithms to extract meaningful insights from alternative data sources. These technologies enable businesses to process and analyze vast amounts of data in real-time, uncovering valuable patterns and correlations that were previously inaccessible. With the help of machine learning algorithms, businesses can automate data analysis, identify trends, and make accurate predictions. The integration of data analytics and AI technologies with alternative data empowers businesses to make data-driven decisions, optimize operations, and gain a competitive advantage, driving the growth of the Global Alternative Data market.

Regulatory Changes and Compliance Requirements

Regulatory changes and compliance requirements are also driving the growth of the Global Alternative Data Market. In recent years, there has been an increased focus on data privacy and security, leading to stricter regulations and compliance standards. Traditional data sources are subject to stringent regulations, making it challenging for businesses to access and utilize such data. Alternative Data, on the other hand, often falls outside the scope of these regulations, providing businesses with an opportunity to leverage valuable insights without compromising compliance. As businesses strive to meet regulatory requirements while gaining a competitive edge, the demand for alternative data has surged. The ability to access and utilize alternative data sources that comply with regulations has become a significant driver for the growth of the Global Alternative Data market.

In conclusion, the Global Alternative Data Market is being driven by the increasing demand for unique and non-traditional data sources, advancements in data analytics and AI technologies, and regulatory changes and compliance requirements. These drivers are reshaping the way businesses operate, enabling them to gain valuable insights, make data-driven decisions, and stay ahead in a competitive business landscape. As businesses continue to recognize the value of alternative data, the global market is expected to witness sustained growth and innovation in the coming years.

Key Market Challenges

Data Privacy and Compliance

The Global Alternative Data market faces significant challenges in terms of data privacy and compliance. As alternative data sources continue to expand, companies are increasingly relying on non-traditional data sets to gain insights and make informed business decisions. However, this reliance on alternative data raises concerns about privacy and compliance with data protection regulations.

One of the main challenges is ensuring that the collection and use of alternative data comply with various privacy laws, such as the General Data Protection Regulation (GDPR) in the European Union or the California Consumer Privacy Act (CCPA) in the United States. These regulations impose strict requirements on how personal data should be handled, stored, and processed. As alternative data often contains personal information, companies must navigate complex legal frameworks to ensure compliance.

Moreover, the global nature of the alternative data market adds another layer of complexity. Companies operating in multiple jurisdictions must comply with different privacy laws, each with its own set of requirements. This can be particularly challenging for smaller companies with limited resources, as they may struggle to keep up with evolving regulations and invest in robust data protection measures.

To address this challenge, companies in the alternative data market need to prioritize data privacy and compliance from the outset. They should implement robust data governance frameworks, conduct regular audits, and establish clear policies and procedures to ensure compliance with relevant regulations. Collaboration with legal experts and data protection authorities can also help navigate the complex landscape of privacy laws.

Data Quality and Reliability

Another significant challenge for the Global Alternative Data market is ensuring the quality and reliability of the data. Alternative Data sources encompass a wide range of non-traditional data sets, including social media posts, satellite imagery, web scraping, and more. While these sources offer valuable insights, they also present challenges in terms of data quality and reliability.

One of the main issues is the lack of standardized data formats and quality control mechanisms. Unlike traditional financial data, alternative data often lacks uniformity and may require extensive cleaning and preprocessing before it can be used effectively. This can be time-consuming and resource-intensive, especially when dealing with large volumes of data.

Furthermore, the reliability of alternative data sources can vary significantly. Some sources may be prone to biases, inaccuracies, or manipulation, which can undermine the integrity of the insights derived from the data. Companies relying on alternative data must carefully evaluate the sources they use and establish robust validation processes to ensure the accuracy and reliability of the data.

To address this challenge, companies in the alternative data market should invest in data quality assurance measures. This includes implementing rigorous data cleaning and preprocessing techniques, leveraging advanced analytics and machine learning algorithms to identify and mitigate biases, and establishing partnerships with reputable data providers. Additionally, ongoing monitoring and validation of data sources can help ensure the reliability of the insights derived from alternative data.

In conclusion, the Global Alternative Data market faces challenges related to data privacy and compliance, as well as data quality and reliability. Addressing these challenges requires a proactive approach, with companies prioritizing data privacy, investing in compliance measures, and implementing robust data quality assurance processes. By overcoming these challenges, the alternative data market can unlock its full potential and provide valuable insights for businesses across various industries.

Key Market Trends

Increasing Adoption of Alternative Data in Investment Decision-Making

Alternative Data has gained significant traction in the investment industry as a valuable source of information for making informed decisions. Traditional financial data sources, such as company financial statements and market reports, are no longer sufficient to gain a competitive edge. As a result, investment firms are increasingly turning to alternative data to supplement their analysis.

Alternative Data refers to non-traditional data sets that provide insights into various aspects of a company's operations, such as consumer behavior, supply chain dynamics, and social media sentiment. This data is often collected from unconventional sources, including satellite imagery, web scraping, and credit card transactions.

The adoption of alternative data in investment decision-making is driven by several factors. Firstly, advancements in technology have made it easier to collect, process, and analyze large volumes of data in real-time. This has enabled investment firms to gain timely insights into market trends and make more informed investment decisions.

Secondly, alternative data provides a unique perspective on companies and industries that is not available through traditional data sources. For example, satellite imagery can provide insights into a company's production levels or inventory levels, while web scraping can reveal consumer sentiment towards a product or service.

Lastly, the increasing availability of alternative data providers has made it easier for investment firms to access and integrate alternative data into their investment processes. These providers offer a wide range of data sets and analytics tools that cater to specific investment strategies and objectives.

As the adoption of alternative data continues to grow, investment firms are likely to allocate more resources towards building robust data infrastructure and developing advanced analytics capabilities. This trend is expected to reshape the investment landscape and drive the demand for alternative data in the coming years.

Regulatory Scrutiny and Data Privacy Concerns

While alternative data offers significant benefits to investment firms, it also raises concerns regarding data privacy and regulatory compliance. As the use of alternative data becomes more widespread, regulators are paying closer attention to ensure that the collection and use of this data comply with existing regulations.

Regulatory scrutiny is particularly evident in jurisdictions with strict data protection laws, such as the European Union's General Data Protection Regulation (GDPR). Investment firms must ensure that they have the necessary consent and legal basis to collect and process alternative data, especially if it contains personally identifiable information.

Data privacy concerns also arise from the potential misuse or mishandling of alternative data. Investment firms must implement robust data governance and security measures to protect sensitive information and prevent unauthorized access or breaches.

To address these concerns, industry associations and regulatory bodies are working towards establishing best practices and guidelines for the responsible use of alternative data. Investment firms are also investing in technologies such as encryption and anonymization to protect data privacy while still deriving insights from alternative data sources.

Integration of Artificial Intelligence and Machine Learning in Alternative Data Analysis

The integration of artificial intelligence (AI) and machine learning (ML) technologies is revolutionizing the analysis of alternative data. These technologies enable investment firms to process and analyze vast amounts of data quickly and accurately, uncovering hidden patterns and insights that were previously difficult to identify.

AI and ML algorithms can automatically identify relevant data points, clean and normalize data, and generate predictive models based on historical patterns. This automation significantly reduces the time and effort required for data analysis, allowing investment professionals to focus on interpreting the results and making informed investment decisions.

Furthermore, AI and ML algorithms can continuously learn and adapt to changing market conditions, improving the accuracy and effectiveness of alternative data analysis over time. This iterative learning process enables investment firms to refine their investment strategies and generate better risk-adjusted returns.

The integration of AI and ML in alternative data analysis also opens up new possibilities for generating alpha. By combining alternative data with traditional financial data, investment firms can uncover unique investment opportunities and gain a competitive edge in the market.

However, the successful integration of AI and ML in alternative data analysis requires investment firms to have access to high-quality data, robust computing infrastructure, and skilled data scientists. As a result, investment firms are increasingly partnering with technology providers and data analytics firms to leverage their expertise and resources in this area...

Segmental Insights

Delivery Model Insights

In 2022, the Global Alternative Data market experienced a significant dominance in the segmentation by delivery model, with the subscription-based model emerging as the frontrunner. This trend is anticipated to persist and maintain its prominent position throughout the forecast period. The dominance of the subscription-based model is attributable to several key factors. Subscription-based access offers users a consistent and predictable cost structure, making it an attractive choice for financial institutions, investment firms, and various industries requiring continuous access to alternative data. Furthermore, this model often provides clients with broader and unrestricted access to a variety of data sources, enabling comprehensive and ongoing data analysis. It also aligns with the preference for long-term relationships with data providers, ensuring continuous access to valuable alternative data streams. As the demand for alternative data continues to surge across industries, the subscription-based model is expected to remain the preferred delivery model, ensuring its sustained dominance in the Global Alternative Data market throughout the forecast period.

End-User Industry Insights

In 2022, the Global Alternative Data market exhibited a noteworthy dominance in the segmentation by end-user industry, with financial services and investment firms emerging as the frontrunner. This trend is poised to persist and maintain its prominent position throughout the forecast period. The ascendancy of financial services and investment firms in the alternative data landscape can be attributed to several compelling factors. Firstly, these institutions heavily rely on alternative data to gain a competitive edge in investment strategies, risk management, and market analysis. The vast and diverse range of alternative data sources allows them to make data-driven decisions, identify investment opportunities, and assess market trends more comprehensively. Additionally, the increased adoption of quantitative trading strategies and algorithmic trading models among these firms has further fueled the demand for alternative data. Moreover, regulatory changes and compliance requirements have driven the need for alternative data in risk assessment and compliance monitoring. Given the continued growth of the financial sector and the ever-increasing complexity of financial markets, financial services and investment firms are projected to sustain their dominance in the Global Alternative Data market. Their insatiable appetite for alternative data, coupled with the evolving sophistication of data analytics tools, ensures that this industry segment remains at the forefront of alternative data utilization throughout the forecast period, driving innovation and growth within the market..

Regional Insights

In 2022, the Global Alternative Data market showcased a compelling dominance in the segmentation by region, with North America emerging as the dominant market force. This regional trend is poised to endure and maintain its commanding position throughout the forecast period. North America's preeminence in the alternative data market is underpinned by several key factors. Firstly, the region is home to a robust and dynamic financial services sector, characterized by a plethora of investment firms, hedge funds, and asset management companies that heavily rely on alternative data for their strategies. Additionally, North America boasts a thriving technology ecosystem and hosts numerous alternative data providers, data aggregators, and startups, fostering an environment conducive to data innovation and entrepreneurship. Furthermore, the region's regulatory landscape, including the acceptance of alternative data in financial decision-making, has spurred its adoption across various industries. As data privacy regulations continue to evolve, North America's maturity in navigating data compliance issues positions it as a leader in responsible data usage. With a continued emphasis on data-driven decision-making across sectors and a strong commitment to technological advancements, North America is expected to maintain its dominance in the Global Alternative Data market throughout the forecast period, solidifying its status as the epicenter of alternative data innovation and utilization.

Key Market Players

Bloomberg LP

FactSet Research Systems Inc.

S&P Global Inc.

Thomson Reuters Corporation

IHS Markit Ltd.

QUANDL INC.

YIPITDATA INC

Eagle Alpha Ltd

1010data Inc

Thinknum Alternative Data Inc

Report Scope:

In this report, the Global Alternative Data market has been segmented into the following categories, in addition to the industry trends which have also been detailed below:

Global Alternative Data Market, By Data Type:

  • Web and Social Media Data
  • Satellite and Geolocation Data
  • Financial and Transaction Data
  • Consumer Behavior Data
  • Healthcare and Life Sciences
  • Others

Global Alternative Data Market, By Delivery Model:

  • Subscription-Based
  • Pay-Per-Use or Pay-Per-Access
  • Data as a Service (DaaS)

Global Alternative Data Market, By End-User Industry:

  • Financial Services and Investment Firms
  • Hedge Funds and Asset Management
  • Private Equity and Venture Capital:

Global Alternative Data Market, By Region:

  • North America
  • Europe
  • South America
  • Middle East & Africa
  • Asia Pacific

Competitive Landscape

  • Company Profiles: Detailed analysis of the major companies present in the Global Alternative Data Market.

Available Customizations:

  • Global Alternative Data market report with the given market data, Tech Sci Research offers customizations according to a company's specific needs. The following customization options are available for the report:

Company Information

  • Detailed analysis and profiling of additional market players (up to five).

Table of Contents

1. Product Overview

  • 1.1. Market Definition
  • 1.2. Scope of the Market
    • 1.2.1. Markets Covered
    • 1.2.2. Years Considered for Study
    • 1.2.3. Key Market Segmentations

2. Research Methodology

  • 2.1. Objective of the Study
  • 2.2. Baseline Methodology
  • 2.3. Key Industry Partners
  • 2.4. Major Association and Secondary Sources
  • 2.5. Forecasting Methodology
  • 2.6. Data Triangulation & Validation
  • 2.7. Assumptions and Limitations

3. Executive Summary

4. Impact of COVID-19 on Global Alternative Data Market

5. Voice of Customer

6. Global Alternative Data Market Overview

7. Global Alternative Data Market Outlook

  • 7.1. Market Size & Forecast
    • 7.1.1. By Value
  • 7.2. Market Share & Forecast
    • 7.2.1. By Data Type (Web and Social Media Data, Satellite and Geolocation Data, Financial and Transaction Data, Consumer Behaviour Data, Healthcare and Life Sciences, Others)
    • 7.2.2. By Delivery Model (Subscription-Based, Paediatric and Data as a Service (DaaS))
    • 7.2.3. By End-User Industry (Financial Services and Investment Firms, Hedge Funds and Asset Management, Enterprises)
    • 7.2.4. By Region
  • 7.3. By Company (2022)
  • 7.4. Market Map

8. North America Alternative Data Market Outlook

  • 8.1. Market Size & Forecast
    • 8.1.1. By Value
  • 8.2. Market Share & Forecast
    • 8.2.1. By Data Type
    • 8.2.2. By Delivery Model
    • 8.2.3. By End-User Industry
  • 8.3. North America: Country Analysis
    • 8.3.1. United States Alternative Data Market Outlook
      • 8.3.1.1. Market Size & Forecast
        • 8.3.1.1.1. By Value
      • 8.3.1.2. Market Share & Forecast
        • 8.3.1.2.1. By Data Type
        • 8.3.1.2.2. By Delivery Model
        • 8.3.1.2.3. By End-User Industry
    • 8.3.2. Canada Alternative Data Market Outlook
      • 8.3.2.1. Market Size & Forecast
        • 8.3.2.1.1. By Value
      • 8.3.2.2. Market Share & Forecast
        • 8.3.2.2.1. By Data Type
        • 8.3.2.2.2. By Delivery Model
        • 8.3.2.2.3. By End-User Industry
    • 8.3.3. Mexico Alternative Data Market Outlook
      • 8.3.3.1. Market Size & Forecast
        • 8.3.3.1.1. By Value
      • 8.3.3.2. Market Share & Forecast
        • 8.3.3.2.1. By Data Type
        • 8.3.3.2.2. By Delivery Model
        • 8.3.3.2.3. By End-User Industry

9. Europe Alternative Data Market Outlook

  • 9.1. Market Size & Forecast
    • 9.1.1. By Value
  • 9.2. Market Share & Forecast
    • 9.2.1. By Data Type
    • 9.2.2. By Delivery Model
    • 9.2.3. By End-User Industry
  • 9.3. Europe: Country Analysis
    • 9.3.1. Germany Alternative Data Market Outlook
      • 9.3.1.1. Market Size & Forecast
        • 9.3.1.1.1. By Value
      • 9.3.1.2. Market Share & Forecast
        • 9.3.1.2.1. By Data Type
        • 9.3.1.2.2. By Delivery Model
        • 9.3.1.2.3. By End-User Industry
    • 9.3.2. United Kingdom Alternative Data Market Outlook
      • 9.3.2.1. Market Size & Forecast
        • 9.3.2.1.1. By Value
      • 9.3.2.2. Market Share & Forecast
        • 9.3.2.2.1. By Data Type
        • 9.3.2.2.2. By Delivery Model
        • 9.3.2.2.3. By End-User Industry
    • 9.3.3. France Alternative Data Market Outlook
      • 9.3.3.1. Market Size & Forecast
        • 9.3.3.1.1. By Value
      • 9.3.3.2. Market Share & Forecast
        • 9.3.3.2.1. By Data Type
        • 9.3.3.2.2. By Delivery Model
        • 9.3.3.2.3. By End-User Industry
    • 9.3.4. Spain Alternative Data Market Outlook
      • 9.3.4.1. Market Size & Forecast
        • 9.3.4.1.1. By Value
      • 9.3.4.2. Market Share & Forecast
        • 9.3.4.2.1. By Data Type
        • 9.3.4.2.2. By Delivery Model
        • 9.3.4.2.3. By End-User Industry
    • 9.3.5. Italy Alternative Data Market Outlook
      • 9.3.5.1. Market Size & Forecast
        • 9.3.5.1.1. By Value
      • 9.3.5.2. Market Share & Forecast
        • 9.3.5.2.1. By Data Type
        • 9.3.5.2.2. By Delivery Model
        • 9.3.5.2.3. By End-User Industry

10. South America Alternative Data Market Outlook

  • 10.1. Market Size & Forecast
    • 10.1.1. By Value
  • 10.2. Market Share & Forecast
    • 10.2.1. By Data Type
    • 10.2.2. By Delivery Model
    • 10.2.3. By End-User Industry
  • 10.3. South America: Country Analysis
    • 10.3.1. Brazil Alternative Data Market Outlook
      • 10.3.1.1. Market Size & Forecast
        • 10.3.1.1.1. By Value
      • 10.3.1.2. Market Share & Forecast
        • 10.3.1.2.1. By Data Type
        • 10.3.1.2.2. By Delivery Model
        • 10.3.1.2.3. By End-User Industry
    • 10.3.2. Argentina Alternative Data Market Outlook
      • 10.3.2.1. Market Size & Forecast
        • 10.3.2.1.1. By Value
      • 10.3.2.2. Market Share & Forecast
        • 10.3.2.2.1. By Data Type
        • 10.3.2.2.2. By Delivery Model
        • 10.3.2.2.3. By End-User Industry
    • 10.3.3. Colombia Alternative Data Market Outlook
      • 10.3.3.1. Market Size & Forecast
        • 10.3.3.1.1. By Value
      • 10.3.3.2. Market Share & Forecast
        • 10.3.3.2.1. By Data Type
        • 10.3.3.2.2. By Delivery Model
        • 10.3.3.2.3. By End-User Industry

11. Middle East & Africa Alternative Data Market Outlook

  • 11.1. Market Size & Forecast
    • 11.1.1. By Value
  • 11.2. Market Share & Forecast
    • 11.2.1. By Data Type
    • 11.2.2. By Delivery Model
    • 11.2.3. By End-User Industry
  • 11.3. Middle East & America: Country Analysis
    • 11.3.1. Israel Alternative Data Market Outlook
      • 11.3.1.1. Market Size & Forecast
        • 11.3.1.1.1. By Value
      • 11.3.1.2. Market Share & Forecast
        • 11.3.1.2.1. By Data Type
        • 11.3.1.2.2. By Delivery Model
        • 11.3.1.2.3. By End-User Industry
    • 11.3.2. Qatar Alternative Data Market Outlook
      • 11.3.2.1. Market Size & Forecast
        • 11.3.2.1.1. By Value
      • 11.3.2.2. Market Share & Forecast
        • 11.3.2.2.1. By Data Type
        • 11.3.2.2.2. By Delivery Model
        • 11.3.2.2.3. By End-User Industry
    • 11.3.3. UAE Alternative Data Market Outlook
      • 11.3.3.1. Market Size & Forecast
        • 11.3.3.1.1. By Value
      • 11.3.3.2. Market Share & Forecast
        • 11.3.3.2.1. By Data Type
        • 11.3.3.2.2. By Delivery Model
        • 11.3.3.2.3. By End-User Industry
    • 11.3.4. Saudi Arabia Alternative Data Market Outlook
      • 11.3.4.1. Market Size & Forecast
        • 11.3.4.1.1. By Value
      • 11.3.4.2. Market Share & Forecast
        • 11.3.4.2.1. By Data Type
        • 11.3.4.2.2. By Delivery Model
        • 11.3.4.2.3. By End-User Industry

12. Asia Pacific Alternative Data Market Outlook

  • 12.1. Market Size & Forecast
    • 12.1.1. By Value
  • 12.2. Market Share & Forecast
    • 12.2.1. By Data Type
    • 12.2.2. By Delivery Model
    • 12.2.3. By End-User Industry
  • 12.3. Asia Pacific: Country Analysis
    • 12.3.1. China Alternative Data Market Outlook
      • 12.3.1.1. Market Size & Forecast
        • 12.3.1.1.1. By Value
      • 12.3.1.2. Market Share & Forecast
        • 12.3.1.2.1. By Data Type
        • 12.3.1.2.2. By Delivery Model
        • 12.3.1.2.3. By End-User Industry
    • 12.3.2. Japan Alternative Data Market Outlook
      • 12.3.2.1. Market Size & Forecast
        • 12.3.2.1.1. By Value
      • 12.3.2.2. Market Share & Forecast
        • 12.3.2.2.1. By Data Type
        • 12.3.2.2.2. By Delivery Model
        • 12.3.2.2.3. By End-User Industry
    • 12.3.3. South Korea Alternative Data Market Outlook
      • 12.3.3.1. Market Size & Forecast
        • 12.3.3.1.1. By Value
      • 12.3.3.2. Market Share & Forecast
        • 12.3.3.2.1. By Data Type
        • 12.3.3.2.2. By Delivery Model
        • 12.3.3.2.3. By End-User Industry
    • 12.3.4. India Alternative Data Market Outlook
      • 12.3.4.1. Market Size & Forecast
        • 12.3.4.1.1. By Value
      • 12.3.4.2. Market Share & Forecast
        • 12.3.4.2.1. By Data Type
        • 12.3.4.2.2. By Delivery Model
        • 12.3.4.2.3. By End-User Industry
    • 12.3.5. Australia Alternative Data Market Outlook
      • 12.3.5.1. Market Size & Forecast
        • 12.3.5.1.1. By Value
      • 12.3.5.2. Market Share & Forecast
        • 12.3.5.2.1. By Data Type
        • 12.3.5.2.2. By Delivery Model
        • 12.3.5.2.3. By End-User Industry

13. Market Dynamics

  • 13.1. Drivers
  • 13.2. Challenges

14. Market Trends and Developments

15. Company Profiles

  • 15.1. Bloomberg LP
    • 15.1.1. Business Overview
    • 15.1.2. Key Financials & Revenue
    • 15.1.3. Key Contact Person
    • 15.1.4. Headquarters Address
    • 15.1.5. Key Product/Service Offered
  • 15.2. FactSet Research Systems Inc.
    • 15.2.1. Business Overview
    • 15.2.2. Key Financials & Revenue
    • 15.2.3. Key Contact Person
    • 15.2.4. Headquarters Address
    • 15.2.5. Key Product/Service Offered
  • 15.3. S&P Global Inc.
    • 15.3.1. Business Overview
    • 15.3.2. Key Financials & Revenue
    • 15.3.3. Key Contact Person
    • 15.3.4. Headquarters Address
    • 15.3.5. Key Product/Service Offered
  • 15.4. Thomson Reuters Corporation
    • 15.4.1. Business Overview
    • 15.4.2. Key Financials & Revenue
    • 15.4.3. Key Contact Person
    • 15.4.4. Headquarters Address
    • 15.4.5. Key Product/Service Offered
  • 15.5. IHS Markit Ltd.
    • 15.5.1. Business Overview
    • 15.5.2. Key Financials & Revenue
    • 15.5.3. Key Contact Person
    • 15.5.4. Headquarters Address
    • 15.5.5. Key Product/Service Offered
  • 15.6. QUANDL INC..
    • 15.6.1. Business Overview
    • 15.6.2. Key Financials & Revenue
    • 15.6.3. Key Contact Person
    • 15.6.4. Headquarters Address
    • 15.6.5. Key Product/Service Offered
  • 15.7. Thinknum Alternative Data Inc.
    • 15.7.1. Business Overview
    • 15.7.2. Key Financials & Revenue
    • 15.7.3. Key Contact Person
    • 15.7.4. Headquarters Address
    • 15.7.5. Key Product/Service Offered
  • 15.8. Eagle Alpha Ltd
    • 15.8.1. Business Overview
    • 15.8.2. Key Financials & Revenue
    • 15.8.3. Key Contact Person
    • 15.8.4. Headquarters Address
    • 15.8.5. Key Product/Service Offered
  • 15.9. 1010data Inc
    • 15.9.1. Business Overview
    • 15.9.2. Key Financials & Revenue
    • 15.9.3. Key Contact Person
    • 15.9.4. Headquarters Address
    • 15.9.5. Key Product/Service Offered
  • 15.10. YIPITDATA INC
    • 15.10.1. Business Overview
    • 15.10.2. Key Financials & Revenue
    • 15.10.3. Key Contact Person
    • 15.10.4. Headquarters Address
    • 15.10.5. Key Product/s Offered

16. Strategic Recommendations

17. About Us & Disclaimer