대체 데이터 시장 : 데이터 유형, 카테고리, 최종사용자별 - 세계 예측(2025-2030년)

The Alternative Data Market was valued at USD 10.46 billion in 2024 and is projected to grow to USD 11.56 billion in 2025, with a CAGR of 10.89%, reaching USD 19.46 billion by 2030.

The alternative data market is experiencing an unprecedented surge in demand as businesses seek new ways to extract actionable insights from non-traditional data sources. In today's rapidly evolving digital era, the ability to harness diverse data streams is becoming a key differentiator. The market is increasingly defined by advances in technology and a shift toward data-driven decision-making. As organizations expand their strategies to integrate alternative data, they unlock potential efficiencies and novel insights that provide a competitive edge.

This report offers a comprehensive exploration of the alternative data ecosystem, outlining current trends, transformative shifts, and segmentation details that paint a vivid picture of the market's multifaceted nature. By examining critical factors that drive growth and innovation, stakeholders can approach challenges with a clear, informed perspective. With deep analysis and thoughtful insights, the discussion paves the way for strategic investments and forward-thinking policies. Each section builds on the last, delivering a narrative that is both detailed and accessible-a must-read for experts and decision-makers aiming to stay ahead in a dynamic industry.

Transformative Shifts in the Alternative Data Landscape

Recent years have witnessed transformative shifts in the alternative data landscape that are reshaping how organizations approach market research and strategic planning. Advances in machine learning, artificial intelligence, and big data analytics are not only improving the speed of data processing but are also enhancing the depth of actionable insights. These shifts have paved the way for a more sophisticated approach to data collection, assimilation, and analysis across a variety of sectors.

The integration of advanced analytical tools has enabled businesses to mine vast streams of unstructured information and convert it into meaningful, predictive insights. Traditional data collection methods are being rapidly supplemented - and in some cases replaced - by innovative techniques that provide real-time visibility into market dynamics. For instance, the use of geo-location data and mobile application metrics now allows companies to gain an immediate, granular understanding of consumer behavior.

Industry players are also leveraging historical data alongside emerging trends to create powerful predictive models. The evolution from reactive to proactive strategies has been a game-changer, with decision-makers using these insights to anticipate market disruptions and develop forward-thinking strategies. This shift not only optimizes operations but also improves risk mitigation and customer satisfaction. As alternative data continues to evolve, it will undoubtedly unlock new avenues for growth and innovation, fundamentally altering the way industries operate in an increasingly digital world.

Key Segmentation Insights: Uncovering the Market's Nuanced Layers

Diving deeper into the segments within the alternative data market reveals a complex tapestry of data types, categories, and end-user applications. The market is meticulously studied through multiple segmentation lenses, starting with data type. In this regard, the analysis spans credit and debit card transactions, email receipts, geo-location records, mobile application usage, satellite data intertwined with weather information, social and sentiment data, as well as web scraped data and overall web traffic. Each of these components provides unique value, combining structured approaches with dynamic, real-time influences that drive strategic insights.

Further segmentation is achieved by categorizing the market into structured and unstructured data. Structured data typically offers a more straightforward path for analysis due to its standardized format, while unstructured data holds the promise of richer, contextual insights that can capture nuances missed by conventional data systems. This dual framework allows practitioners to design bespoke analytical approaches tailored to the inherent characteristics of the data, ensuring that every potential insight is explored and leveraged.

The market is also segmented based on end-user categories, where distinct sectors such as energy, agriculture, and environmental monitoring converge with financial services, insurance, risk assessment, media, advertising, and retail companies. Notably, within the financial services realm, further delineation is done between hedge fund operators and investment institutions. This layered segmentation underscores the diversity of the alternative data market and points to the varied ways in which data can be applied to improve operational outcomes, manage risks, and uncover hidden trends across different industries.

These segmentation insights provide a roadmap for harnessing the full potential of alternative data. They underline the importance of recognizing the unique characteristics of various data types and user categories, thereby enabling a more refined and adaptive approach to market analysis. In doing so, stakeholders can seamlessly integrate multifaceted data sources into a coherent strategy that addresses specific business needs and market challenges.

Based on Data Type, market is studied across Credit & Debit Card Transactions, Email Receipts, Geo-location (Foot Traffic) Records, Mobile Application Usage, Satellite & Weather Data, Social & Sentiment Data, Web Scraped Data, and Web Traffic.

Based on Category, market is studied across Structured and Unstructured.

Based on End-User, market is studied across Energy, Agriculture, & Environmental Monitoring, Financial Services, Insurance & Risk Assessment, Media & Advertising, and Retail Companies. The Financial Services is further studied across Hedge Fund Operators and Investment Institutions.

Key Regional Insights: Navigating Geographic Diversity in Demand

Regional dynamics play a pivotal role in shaping the trajectory of the alternative data market. Different geographic areas contribute to the overall growth and evolution of this sector, each bringing unique market conditions and consumer behaviors into focus. In the Americas, there is a robust appetite for integrating alternative data into financial and operational systems. This region benefits from a longstanding culture of technological innovation, and its market environment encourages aggressive data adoption and early experimentation with novel data streams.

Across Europe, the Middle East, and Africa, the market is marked by a growing emphasis on regulatory compliance, data privacy, and ethical data usage. Here, the convergence of technology with traditional industry practices presents both challenges and opportunities. Stakeholders in these regions are increasingly focused on balancing innovative data applications with robust data governance frameworks. Meanwhile, the Asia-Pacific region is witnessing an exponential rise in digital transformation initiatives. This is spurred by rapid urbanization, increasing internet penetration, and a burgeoning middle class that fuels demand for more personalized and predictive data insights.

Each region contributes distinct narratives to the overarching tapestry of the alternative data market. While the Americas drive technological advancement through rapid adoption and innovation, Europe, the Middle East, and Africa navigate complex regulatory landscapes with a focus on transparency and ethical standards. Asia-Pacific, on the other hand, is characterized by its dynamism and rapid evolution, serving as a hotbed for testing new methodologies and scaling data-driven operations at an impressive pace. Collectively, these geographic nuances underscore the importance of tailoring market strategies to align with regional strengths and regulatory environments.

Based on Region, market is studied across Americas, Asia-Pacific, and Europe, Middle East & Africa. The Americas is further studied across Argentina, Brazil, Canada, Mexico, and United States. The United States is further studied across California, Florida, Illinois, New York, Ohio, Pennsylvania, and Texas. The Asia-Pacific is further studied across Australia, China, India, Indonesia, Japan, Malaysia, Philippines, Singapore, South Korea, Taiwan, Thailand, and Vietnam. The Europe, Middle East & Africa is further studied across Denmark, Egypt, Finland, France, Germany, Israel, Italy, Netherlands, Nigeria, Norway, Poland, Qatar, Russia, Saudi Arabia, South Africa, Spain, Sweden, Switzerland, Turkey, United Arab Emirates, and United Kingdom.

Key Companies Insights: A Glimpse into Market Leaders and Innovators

A closer look at the companies navigating the alternative data market reveals a rich ecosystem of innovators and market trailblazers. Industry leaders such as 1010data, Inc. by SymphonyAI Inc. and 7Park Data, Inc. have been pivotal in steering the evolution of data analytics through groundbreaking technologies and robust service models. These pioneers are part of a broader competitive landscape that includes firms like Advan Research Corporation and Affinity Solutions, Inc., along with other significant entities including AlphaSense, Inc. and BattleFin Group, LLC.

The market is further enriched by the contributions of established institutions such as Bloomberg Finance L.P. and Consumer Edge Holdings, LLC, which are known for their sophisticated analytical capabilities and deep industry insights. Companies like Dataminr, Inc., Eagle Alpha Limited, Exabel AS, and ExtractAlpha Ltd. continuously push the envelope by integrating cutting-edge data science techniques into their offerings. Not to mention organizations such as Facteus, Inc., Geotab Inc., and InfoTrie Group, whose innovative approaches to data collection and analytics set new benchmarks within the industry.

Additional players such as Institutional Capital Network, Inc., M Science Holdings LLC, Nasdaq, Inc., Preqin Holding Limited, and RavenPack International S.L.U. further consolidate the market by providing robust, scalable solutions that address the diverse needs of an international clientele. The presence of S&P Global Inc., Sentifi Group AG, THE EARNEST ANALYTICS COMPANY, INC, Thinknum, Inc., UBS Evidence Lab, and Yipit, LLC rounds out this vibrant market ecosystem. The continual evolution and competitive spirit among these companies highlight the integral role that data diversity and analytical innovation play in driving market growth and shaping future opportunities.

This dynamic mix of established titans and nimble newcomers reflects the competitive vigor of the sector. Their collective efforts not only advance technological capabilities but also reinforce market confidence, thereby encouraging further investments and innovation across the industry.

The report delves into recent significant developments in the Alternative Data Market, highlighting leading vendors and their innovative profiles. These include 1010data, Inc. by SymphonyAI Inc., 7Park Data, Inc., Advan Research Corporation, Affinity Solutions, Inc., AlphaSense, Inc., BattleFin Group, LLC, Bloomberg Finance L.P., Consumer Edge Holdings, LLC, Dataminr, Inc., Eagle Alpha Limited, Exabel AS, ExtractAlpha Ltd., Facteus, Inc., Geotab Inc., InfoTrie Group, Institutional Capital Network, Inc., M Science Holdings LLC, Nasdaq, Inc., Preqin Holding Limited, RavenPack International S.L.U., S&P Global Inc., Sentifi Group AG, THE EARNEST ANALYTICS COMPANY, INC, Thinknum, Inc., UBS Evidence Lab, and Yipit, LLC. Actionable Recommendations for Industry Leaders

For decision-makers and industry leaders, the alternative data landscape presents numerous opportunities to refine strategy, optimize operations, and capture emerging trends. The key to success in this environment is to adopt a multi-layered strategy that encompasses technology, regulatory compliance, and strategic partnerships.

First, invest in robust analytical tools that can handle both structured and unstructured data in real-time. Leveraging sophisticated analytics platforms is crucial to harness the full potential of diverse data sources. Second, establish a comprehensive data governance framework that addresses privacy, security, and ethical considerations. As data volumes increase exponentially, ensuring integrity and compliance becomes paramount.

Next, consider forming strategic alliances with technology providers and data specialists. These partnerships can facilitate access to innovative data streams and advanced analytical methodologies. Moreover, enhancing internal capabilities through continuous training and talent acquisition in data science and analytics will enable organizations to stay at the forefront of industry developments.

Additionally, industry leaders should focus on region-specific strategies that cater to localized market conditions and regulatory environments. Tailored regional approaches can maximize the impact of alternative data initiatives and foster more meaningful consumer engagement. By integrating these diversified strategies, executives can effectively position their organizations to capitalize on the rapidly evolving data ecosystem.

To sum up, a balanced investment in technology, human capital, and strategic collaboration forms the foundation of a resilient and forward-looking approach. Embracing these actionable recommendations will empower industry leaders to not only navigate but also shape the future landscape of alternate data-driven decision-making.

Conclusion: Embracing the Future with Informed Strategic Decisions

The alternative data market is well-poised for continued growth, driven by sweeping technological advancements and a sophisticated understanding of market segmentation. As businesses increasingly pivot towards data-centric strategies, the insights drawn from alternative data can serve as a beacon for innovation and competitiveness in a highly dynamic market.

The journey through this analysis underscores the importance of recognizing the multifaceted nature of the sector. By considering the diverse data types, category-driven approaches, and detailed segmentation based on end-user application, stakeholders can gain a comprehensive understanding that fuels strategic decision-making. Regional and corporate insights further contextualize the data, highlighting both global trends and localized nuances.

In wrapping up, the insights presented here are not just an academic exploration of current trends but a practical guide for tackling real-world challenges. The alternative data ecosystem, with its blend of traditional and trailblazing elements, offers a robust platform for organizations to innovate, optimize operations, and secure competitive advantages. Moving forward, it is essential for leaders to remain agile, informed, and poised to leverage data in ways that drive both immediate results and long-term growth.

The future of the industry lies in an integrated approach that combines advanced technology with strategic foresight, ensuring that all stakeholders are well-equipped to navigate the complexities of an ever-changing market landscape. By embracing these insights, organizations can foster a culture of continuous improvement and proactive adaptation, essential ingredients for sustainable success in the alternative data revolution.

Table of Contents

1. Preface

• 1.1. Objectives of the Study
• 1.2. Market Segmentation & Coverage
• 1.3. Years Considered for the Study
• 1.4. Currency & Pricing
• 1.5. Language
• 1.6. Stakeholders

2. Research Methodology

• 2.1. Define: Research Objective
• 2.2. Determine: Research Design
• 2.3. Prepare: Research Instrument
• 2.4. Collect: Data Source
• 2.5. Analyze: Data Interpretation
• 2.6. Formulate: Data Verification
• 2.7. Publish: Research Report
• 2.8. Repeat: Report Update

3. Executive Summary

4. Market Overview

5. Market Insights

• 5.1. Market Dynamics
  • 5.1.1. Drivers
    • 5.1.1.1. Growing necessity for competitive intelligence derived from non-traditional data sets
    • 5.1.1.2. Rapid expansion of mobile and IoT devices generating unprecedented data volumes
    • 5.1.1.3. Increased focus on risk management, fraud detection, and regulatory compliance
  • 5.1.2. Restraints
    • 5.1.2.1. Inconsistent quality and lack of transparency and trust
  • 5.1.3. Opportunities
    • 5.1.3.1. Advancements in machine learning and artificial intelligence algorithms
    • 5.1.3.2. Surge in investments and venture capital funding
  • 5.1.4. Challenges
    • 5.1.4.1. Risks associated with fraud cases and cybersecurity breaches
• 5.2. Market Segmentation Analysis
  • 5.2.1. Data Type: Increasing adoption of satellite and weather data in sectors such as agriculture, logistics, and disaster management
  • 5.2.2. End User: Expanding utilization of alternative data in agriculture & environmental monitoring sector
• 5.3. Porter's Five Forces Analysis
  • 5.3.1. Threat of New Entrants
  • 5.3.2. Threat of Substitutes
  • 5.3.3. Bargaining Power of Customers
  • 5.3.4. Bargaining Power of Suppliers
  • 5.3.5. Industry Rivalry
• 5.4. PESTLE Analysis
  • 5.4.1. Political
  • 5.4.2. Economic
  • 5.4.3. Social
  • 5.4.4. Technological
  • 5.4.5. Legal
  • 5.4.6. Environmental

6. Alternative Data Market, by Data Type

• 6.1. Introduction
• 6.2. Credit & Debit Card Transactions
• 6.3. Email Receipts
• 6.4. Geo-location (Foot Traffic) Records
• 6.5. Mobile Application Usage
• 6.6. Satellite & Weather Data
• 6.7. Social & Sentiment Data
• 6.8. Web Scraped Data
• 6.9. Web Traffic

7. Alternative Data Market, by Category

• 7.1. Introduction
• 7.2. Structured
• 7.3. Unstructured

8. Alternative Data Market, by End-User

• 8.1. Introduction
• 8.2. Energy, Agriculture, & Environmental Monitoring
• 8.3. Financial Services
  • 8.3.1. Hedge Fund Operators
  • 8.3.2. Investment Institutions
• 8.4. Insurance & Risk Assessment
• 8.5. Media & Advertising
• 8.6. Retail Companies

9. Americas Alternative Data Market

• 9.1. Introduction
• 9.2. Argentina
• 9.3. Brazil
• 9.4. Canada
• 9.5. Mexico
• 9.6. United States

10. Asia-Pacific Alternative Data Market

• 10.1. Introduction
• 10.2. Australia
• 10.3. China
• 10.4. India
• 10.5. Indonesia
• 10.6. Japan
• 10.7. Malaysia
• 10.8. Philippines
• 10.9. Singapore
• 10.10. South Korea
• 10.11. Taiwan
• 10.12. Thailand
• 10.13. Vietnam

11. Europe, Middle East & Africa Alternative Data Market

• 11.1. Introduction
• 11.2. Denmark
• 11.3. Egypt
• 11.4. Finland
• 11.5. France
• 11.6. Germany
• 11.7. Israel
• 11.8. Italy
• 11.9. Netherlands
• 11.10. Nigeria
• 11.11. Norway
• 11.12. Poland
• 11.13. Qatar
• 11.14. Russia
• 11.15. Saudi Arabia
• 11.16. South Africa
• 11.17. Spain
• 11.18. Sweden
• 11.19. Switzerland
• 11.20. Turkey
• 11.21. United Arab Emirates
• 11.22. United Kingdom

12. Competitive Landscape

• 12.1. Market Share Analysis, 2024
• 12.2. FPNV Positioning Matrix, 2024
• 12.3. Competitive Scenario Analysis
  • 12.3.1. BattleFin's acquire Exabel combines extensive data partnerships with innovative AI-driven alternative data analytics
  • 12.3.2. iCapital acquires AltExchange to enhance alternative investment data management
  • 12.3.3. Neudata and AltHub partners to enhance alternative data monetization
• 12.4. Strategy Analysis & Recommendation

Companies Mentioned

• 1. 1010data, Inc. by SymphonyAI Inc.
• 2. 7Park Data, Inc.
• 3. Advan Research Corporation
• 4. Affinity Solutions, Inc.
• 5. AlphaSense, Inc.
• 6. BattleFin Group, LLC
• 7. Bloomberg Finance L.P.
• 8. Consumer Edge Holdings, LLC
• 9. Dataminr, Inc.
• 10. Eagle Alpha Limited
• 11. Exabel AS
• 12. ExtractAlpha Ltd.
• 13. Facteus, Inc.
• 14. Geotab Inc.
• 15. InfoTrie Group
• 16. Institutional Capital Network, Inc.
• 17. M Science Holdings LLC
• 18. Nasdaq, Inc.
• 19. Preqin Holding Limited
• 20. RavenPack International S.L.U.
• 21. S&P Global Inc.
• 22. Sentifi Group AG
• 23. THE EARNEST ANALYTICS COMPANY, INC
• 24. Thinknum, Inc.
• 25. UBS Evidence Lab
• 26. Yipit, LLC