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另类资料市场规模、份额和成长分析（按类型、产业、最终用途和地区划分）：产业预测（2026-2033 年）

市场调查报告书

商品编码

1895897

另类资料市场规模、份额和成长分析（按类型、产业、最终用途和地区划分）：产业预测（2026-2033 年）

Alternative Data Market Size, Share, and Growth Analysis, By Type (Credit & Debit Card Transactions, Email Receipts), By Industry (Automotive, BFSI), By End Use, By Region - Industry Forecast 2026-2033

出版日期: 2025年12月15日 | 出版商:

SkyQuest | 英文 187 Pages | 商品交期: 3-5个工作天内

价格

简介目录

全球另类数据市场规模预计在 2024 年达到 168.2 亿美元，从 2025 年的 246.1 亿美元成长到 2033 年的 5,165.8 亿美元，在预测期（2026-2033 年）内复合年增长率为 46.3%。

全球另类资料市场正经历显着成长，这主要得益于可用资料来源日益多样化。传统方法，例如网路爬虫和金融交易，正与行动装置、社群媒体、卫星和物联网设备等新兴资料来源日益融合，形成协同效应。企业正利用这些多元化管道来增强资料收集能力。尤其是避险基金，已大幅扩展了另类数据的使用，以创造超额收益并改善风险管理，从而创造了巨大的成长机会。然而，另类数据由于其非结构化特性和高频率的收集，也带来了许多挑战。要从中提取洞见并有效识别模式，需要投资专业知识和先进技术，包括分析平台和人工智慧工具，例如机器学习和自然语言处理 (NLP)。

全球另类数据市场驱动因素

全球另类数据市场正经历显着成长，这主要得益于避险基金为优化投资策略而日益增长的需求。许多避险基金经理人正在将另类数据融入其运营，以提升绩效、加强风险管理并获得竞争优势。这些经理使用的另类资料类型多种多样，包括从社群媒体平台、电商网站和公共记录中收集的信息，以及源自网路流量、行动装置、感测器和卫星影像的资料。所有这些都有助于金融领域做出更明智的决策。

全球另类数据市场面临的限制因素

全球另类数据市场面临严峻挑战，主要归因于大量且多样化数据的快速成长。资料激增导致资料异质性加剧，使得高维度资料的精确评估变得更加复杂，也使得从中提取有意义的洞见变得越来越困难。尤其是在生命科学领域，资料复杂性为管理带来了巨大挑战。因此，这种固有的复杂性预计将限制市场成长，并阻碍另类数据在各种应用和行业中的有效利用。

全球另类数据市场趋势

全球另类资料市场正日益受到旨在管理大量资料（尤其是在生物资讯领域）的技术进步的影响。这一趋势推动了新型生物标记的发现，这些生物标记利用另类数据提供的洞见来增强体外诊断、环境毒理学筛检和药物倡议。体学革命显着扩展了另类数据在生物医学研究中的应用，使得生理变化的分析更加精准且有效率。随着各机构寻求创新方法来利用这些数据，市场对能够促进跨学科全面数据解读和应用的高级工具和调查方法的需求激增。

Advan（美国）
Dataminr（美国）
Earnest Research（美国）
Preqin（英国）
RavenPack（西班牙）
Thinknum 替代数据（美国）
瑞银证据实验室（美国）
YipitData（美国）
鹰阿尔法（爱尔兰）
Geotab Inc.（加拿大）
Trademo（美国）
可衡量人工智慧（香港）
InfoTrie（新加坡）
数位智慧实验室（义大利）
Predik 数据驱动（美国）
LobbyingData.com（美国）
Talkingdata（中国）

结论与建议

Advan（美国）
Dataminr（美国）
Earnest Research（美国）
Preqin（英国）
RavenPack（西班牙）
Thinknum 替代数据（美国）
瑞银证据实验室（美国）
YipitData（美国）
鹰阿尔法（爱尔兰）
Geotab Inc.（加拿大）
Trademo（美国）
可衡量人工智慧（香港）
InfoTrie（新加坡）
数位智慧实验室（义大利）
Predik 数据驱动（美国）
LobbyingData.com（美国）
Talkingdata（中国）

结论与建议

简介目录

Product Code: SQMIG45C2095

Global Alternative Data Market size was valued at USD 16.82 Billion in 2024 and is poised to grow from USD 24.61 Billion in 2025 to USD 516.58 Billion by 2033, growing at a CAGR of 46.3% during the forecast period (2026-2033).

The global alternative data market is experiencing significant growth driven by the increasing variety of data sources available. Established methods like web scraping and financial transactions coexist with emerging sources such as mobile devices, social media, satellites, and IoT devices, which are being widely embraced. Companies are capitalizing on these diverse channels to enhance data collection. Hedge funds are notably increasing their utilization of alternative data to achieve alpha generation and improve risk management, creating substantial growth opportunities. However, alternative data presents challenges due to its unstructured nature and high frequency of collection, necessitating investments in expertise and advanced technologies, including analytics platforms and AI tools like machine learning and NLP, to extract insights and identify patterns effectively.

Top-down and bottom-up approaches were used to estimate and validate the size of the Global Alternative Data market and to estimate the size of various other dependent submarkets. The research methodology used to estimate the market size includes the following details: The key players in the market were identified through secondary research, and their market shares in the respective regions were determined through primary and secondary research. This entire procedure includes the study of the annual and financial reports of the top market players and extensive interviews for key insights from industry leaders such as CEOs, VPs, directors, and marketing executives. All percentage shares split, and breakdowns were determined using secondary sources and verified through Primary sources. All possible parameters that affect the markets covered in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data.

Global Alternative Data Market Segments Analysis

Global Alternative Data Market is segmented by Type, Industry, End Use and region. Based on Type, the market is segmented into Credit & Debit Card Transactions, Email Receipts, Geo-location (Foot Traffic) Records,Mobile ApplicationUsage, Satellite & Weather Data, Social & Sentiment Data, Web Scraped Data, Web Traffic and Other Data Types. Based on Industry, the market is segmented into Automotive, BFSI, Energy, Industrial, IT & Telecommunications, Media & Entertainment, Real Estate & Construction, Retail, Transportation & Logistics and Other Industries. Based on End Use, the market is segmented into Hedge Fund Operators, Investment Institutions, Retail Companies and Other End Use. Based on region, the market is segmented into North America, Europe, Asia Pacific, Latin America and Middle East & Africa.

Driver of the Global Alternative Data Market

The Global Alternative Data market is experiencing significant growth, fueled by the increasing demand from hedge funds seeking to enhance their investment strategies. A substantial number of hedge fund managers are incorporating alternative data into their operations, allowing them to achieve better performance and improve their risk management approaches, thus gaining a competitive advantage. The types of alternative data utilized by these managers are diverse and include information gathered from social media platforms, e-commerce websites, public records, as well as data derived from web traffic, mobile devices, sensors, and satellite imagery, all of which contribute to more informed decision-making in the financial sector.

Restraints in the Global Alternative Data Market

The Global Alternative Data market faces significant challenges due to the rapid increase in the generation of diverse and voluminous data. This surge contributes to heightened heterogeneity and complicates the process of accurate high-dimensional evaluation, making it increasingly difficult to derive meaningful insights. Particularly within the realm of life sciences, the complexity of the generated data poses substantial management difficulties. As a result, these inherent complexities are anticipated to act as a restraint on the market's growth, hindering the ability to effectively utilize alternative data in various applications and sectors.

Market Trends of the Global Alternative Data Market

The Global Alternative Data market is increasingly being shaped by technological advancements aimed at managing large volumes of data, particularly in the realm of bioinformatics. This trend is fueling the identification of new biomarkers that leverage insights from Alternative Data to enhance in-vitro diagnostics, environmental toxicology screening, and drug discovery initiatives. The omics revolution has significantly intensified the application of Alternative Data in biomedical research, allowing for more precise and efficient analysis of physiological changes. As organizations seek innovative ways to harness this data, the market is witnessing a surge in demand for advanced tools and methodologies that facilitate comprehensive data interpretation and application across various sectors.

Introduction

Objectives of the Study
Scope of the Report
Definitions

Research Methodology

Information Procurement
Secondary & Primary Data Methods
Market Size Estimation
Market Assumptions & Limitations

Executive Summary

Global Market Outlook
Supply & Demand Trend Analysis
Segmental Opportunity Analysis

Market Dynamics & Outlook

Market Overview
Market Size
Market Dynamics
- Drivers & Opportunities
- Restraints & Challenges
Porters Analysis
- Competitive rivalry
- Threat of substitute
- Bargaining power of buyers
- Threat of new entrants
- Bargaining power of suppliers

Key Market Insights

Key Success Factors
Degree of Competition
Top Investment Pockets
Market Ecosystem
Market Attractiveness Index, 2025
PESTEL Analysis
Macro-Economic Indicators
Value Chain Analysis
Pricing Analysis

Global Alternative Data Market Size by Type & CAGR (2026-2033)

Market Overview
Credit & Debit Card Transactions
Email Receipts
Geo-location (Foot Traffic) Records
Mobile Application Usage
Satellite & Weather Data
Social & Sentiment Data
Web Scraped Data
Web Traffic
Other Data Types

Global Alternative Data Market Size by Industry & CAGR (2026-2033)

Market Overview
Automotive
BFSI
Energy
Industrial
IT & Telecommunications
Media & Entertainment
Real Estate & Construction
Retail
Transportation & Logistics
Other Industries

Global Alternative Data Market Size by End Use & CAGR (2026-2033)

Market Overview
Hedge Fund Operators
Investment Institutions
Retail Companies
Other End Use

Global Alternative Data Market Size & CAGR (2026-2033)

North America (Type, Industry, End Use)
- US
- Canada
Europe (Type, Industry, End Use)
- Germany
- Spain
- France
- UK
- Italy
- Rest of Europe
Asia Pacific (Type, Industry, End Use)
- China
- India
- Japan
- South Korea
- Rest of Asia-Pacific
Latin America (Type, Industry, End Use)
- Brazil
- Rest of Latin America
Middle East & Africa (Type, Industry, End Use)
- GCC Countries
- South Africa
- Rest of Middle East & Africa

Competitive Intelligence

Top 5 Player Comparison
Market Positioning of Key Players, 2025
Strategies Adopted by Key Market Players
Recent Developments in the Market
Company Market Share Analysis, 2025
Company Profiles of All Key Players
- Company Details
- Product Portfolio Analysis
- Company's Segmental Share Analysis
- Revenue Y-O-Y Comparison (2023-2025)

Key Company Profiles

Advan (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Dataminr (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Earnest Research (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Preqin (UK)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
RavenPack (Spain)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Thinknum Alternative Data (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
UBS Evidence Lab (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
YipitData (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Eagle Alpha (Ireland)1
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Geotab Inc (Canada)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Trademo(US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Measurable AI (Hong Kong)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
InfoTrie (Singapore)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Digital Intelligence Lab (Italy)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Predik Data-driven (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
LobbyingData.com (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Talkingdata (China)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments