オルタナティブデータの世界市場（2022年～2030年）：データタイプ（カード取引、モバイルアプリケーション利用、ソーシャル・センチメントデータ）・業界・地域別の市場規模、シェア、動向分析、セグメント別予測

世界のオルタナティブデータの市場規模は、2022年～2030年にかけて54.4％のCAGRで拡大し、2030年までに1,433億1,000万米ドルに達すると予測されています。

ヘッジファンドからのアルファ獲得への注力により、オルタナティブデータの需要が高まると予想されます。さらに、リスク管理プロセスにおけるオルタナティブデータの利用も、市場成長の原動力となることが予想されています。

当レポートでは世界のオルタナティブデータ市場を調査し、市場の概要、COVID-19の影響分析、市場動向、普及と成長の見通し、データタイプ・業界・エンドユーザー・地域別の市場分析、競合分析、主要企業のプロファイルなどを提供しています。

目次

第1章 調査手法と範囲

第2章 エグゼクティブサマリー

第3章 市場の変数・動向・範囲

• COVID-19影響分析
• 市場動向
• 市場力学
• 普及と成長の見通しマッピング
• バリューチェーン分析
• ポーターの分析
• PEST分析
• 主要取引と戦略的提携の分析

第4章 オルタナティブデータ市場：データタイプ別の推定と動向分析

• オルタナティブデータ市場：データタイプ別分析
  • クレジット・デビットカード取引
  • メール受領
  • ジオロケーション（客足）記録
  • モバイルアプリケーション利用
  • 衛星・気象データ
  • ソーシャル・センチメントデータ
  • ウェブスクレイピングデータ
  • ウェブトラフィック
  • その他のデータタイプ

第5章 オルタナティブデータ市場：業界別の推定と動向分析

• オルタナティブデータ市場：業界別分析
  • 自動車
  • 銀行・金融サービス・保険
  • エネルギー
  • 工業
  • IT・通信
  • メディア・エンターテインメント
  • 不動産・建設
  • 小売
  • 輸送・物流
  • その他業界

第6章 オルタナティブデータ市場：エンドユーザー別の推定と動向分析

• オルタナティブデータ市場：エンドユーザー別分析
  • ヘッジファンドオペレーター
  • 投資機関
  • 小売企業
  • その他のエンドユーザー

第7章 オルタナティブデータ市場：地域別の推定と動向分析

• オルタナティブデータ市場のシェア：地域別（2019年・2028年）
• 北米
  • 米国
  • カナダ
  • メキシコ
• 欧州
  • 英国
  • ドイツ
  • フランス
• アジア太平洋地域
  • 中国
  • インド
  • 日本
• 南米
  • ブラジル
• 中東・アフリカ

第8章 競合分析

• 主要企業による近年の展開・影響分析
• 企業/競合上の分類（主要イノベーター・市場の主要企業・新興企業）
• ベンダー情勢
• 企業分析
  • 企業の市況分析
  • 競合ダッシュボード分析

第9章 競合情勢

• 1010Data
• Advan
• Dataminr
• Earnest Research
• M Science
• Preqin
• RavenPack
• Thinknum Alternative Data
• UBS Evidence Lab
• YipitData

List of Tables

• Table 1 Alternative Data Market market, 2017 - 2030 (USD Million)
• Table 2 Alternative Data Market market, by data type, 2017 - 2030 (USD Million)
• Table 3 Alternative Data Market market, by industry, 2017 - 2030 (USD Million)
• Table 4 Alternative Data Market market, by end user, 2017 - 2030 (USD Million)
• Table 5 Alternative Data Market market, by region, 2017 - 2030 (USD Million)
• Table 6 Alternative Data Market market - Key market driver impact
• Table 7 Alternative Data Market market - Key market opportunity impact
• Table 8 Alternative Data Market market - Key market challenge impact
• Table 9 Credit & Debit Card Transactions market, by region, 2017 - 2030 (USD Million)
• Table 10 Email Receipts market, by region, 2017 - 2030 (USD Million)
• Table 11 Geo-location (Foot Traffic) Records market, by region, 2017 - 2030 (USD Million)
• Table 12 Mobile Application Usage market, by region, 2017 - 2030 (USD Million)
• Table 13 Satellite & Weather Data market, by region, 2017 - 2030 (USD Million)
• Table 14 Social & Sentiment Data market, by region, 2017 - 2030 (USD Million)
• Table 15 Web Scraped Data market, by region, 2017 - 2030 (USD Million)
• Table 16 Web Traffic market, by region, 2017 - 2030 (USD Million)
• Table 17 Other Data Types market, by region, 2017 - 2030 (USD Million)
• Table 18 Automotive market, by region, 2017 - 2030 (USD Million)
• Table 19 BFSI market, by region, 2017 - 2030 (USD Million)
• Table 20 Energy market, by region, 2017 - 2030 (USD Million)
• Table 21 Industrial market, by region, 2017 - 2030 (USD Million)
• Table 22 IT & Telecommunications market, by region, 2017 - 2030 (USD Million)
• Table 23 Media & Entertainment market, by region, 2017 - 2030 (USD Million)
• Table 24 Real Estate & Construction market, by region, 2017 - 2030 (USD Million)
• Table 25 Retail market, by region, 2017 - 2030 (USD Million)
• Table 26 Transportation & Logistics market, by region, 2017 - 2030 (USD Million)
• Table 27 Other Industries market, by region, 2017 - 2030 (USD Million)
• Table 28 Hedge Fund Operators market, by region, 2017 - 2030 (USD Million)
• Table 29 Investment Institutions market, by region, 2017 - 2030 (USD Million)
• Table 30 Retail Companies market, by region, 2017 - 2030 (USD Million)
• Table 31 Other End-users market, by region, 2017 - 2030 (USD Million)
• Table 32 North America Alternative Data Market market, by data type, 2017 - 2030 (USD Million)
• Table 33 North America Alternative Data Market market, by industry, 2017 - 2030 (USD Million)
• Table 34 North America Alternative Data Market market, by end-user, 2017 - 2030 (USD Million)
• Table 35 U.S. Alternative Data Market market, by data type, 2017 - 2030 (USD Million)
• Table 36 U.S. Alternative Data Market market, by industry, 2017 - 2030 (USD Million)
• Table 37 U.S. Alternative Data Market market, by end-user, 2017 - 2030 (USD Million)
• Table 38 Canada Alternative Data Market market, by data type, 2017 - 2030 (USD Million)
• Table 39 Canada Alternative Data Market market, by industry, 2017 - 2030 (USD Million)
• Table 40 Canada Alternative Data Market market, by end-user, 2017 - 2030 (USD Million)
• Table 41 Mexico Alternative Data Market market, by data type, 2017 - 2030 (USD Million)
• Table 42 Mexico Alternative Data Market market, by industry, 2017 - 2030 (USD Million)
• Table 43 Mexico Alternative Data Market market, by end-user, 2017 - 2030 (USD Million)
• Table 44 Europe Alternative Data Market market, by data type, 2017 - 2030 (USD Million)
• Table 45 Europe Alternative Data Market market, by industry, 2017 - 2030 (USD Million)
• Table 46 Europe Alternative Data Market market, by end-user, 2017 - 2030 (USD Million)
• Table 47 U.K. Alternative Data Market market, by data type, 2017 - 2030 (USD Million)
• Table 48 U.K. Alternative Data Market market, by industry, 2017 - 2030 (USD Million)
• Table 49 U.K. Alternative Data Market market, by end-user, 2017 - 2030 (USD Million)
• Table 50 Germany Alternative Data Market market, by data type, 2017 - 2030 (USD Million)
• Table 51 Germany Alternative Data Market market, by industry, 2017 - 2030 (USD Million)
• Table 52 Germany Alternative Data Market market, by end-user, 2017 - 2030 (USD Million)
• Table 53 France Alternative Data Market market, by data type, 2017 - 2030 (USD Million)
• Table 54 France Alternative Data Market market, by industry, 2017 - 2030 (USD Million)
• Table 55 France Alternative Data Market market, by end-user, 2017 - 2030 (USD Million)
• Table 56 Asia Pacific Alternative Data Market market, by data type, 2017 - 2030 (USD Million)
• Table 57 Asia Pacific Alternative Data Market market, by industry, 2017 - 2030 (USD Million)
• Table 58 Asia Pacific Alternative Data Market market, by end-user, 2017 - 2030 (USD Million)
• Table 59 China Alternative Data Market market, by data type, 2017 - 2030 (USD Million)
• Table 60 China Alternative Data Market market, by industry, 2017 - 2030 (USD Million)
• Table 61 China Alternative Data Market market, by end-user, 2017 - 2030 (USD Million)
• Table 62 India Alternative Data Market market, by data type, 2017 - 2030 (USD Million)
• Table 63 India Alternative Data Market market, by industry, 2017 - 2030 (USD Million)
• Table 64 India Alternative Data Market market, by end-user, 2017 - 2030 (USD Million)
• Table 65 Japan Alternative Data Market market, by data type, 2017 - 2030 (USD Million)
• Table 66 Japan Alternative Data Market market, by industry, 2017 - 2030 (USD Million)
• Table 67 Japan Alternative Data Market market, by end-user, 2017 - 2030 (USD Million)
• Table 68 South America Alternative Data Market market, by data type, 2017 - 2030 (USD Million)
• Table 69 South America Alternative Data Market market, by industry, 2017 - 2030 (USD Million)
• Table 70 South America Alternative Data Market market, by end-user, 2017 - 2030 (USD Million)
• Table 71 Brazil Alternative Data Market market, by data type, 2017 - 2030 (USD Million)
• Table 72 Brazil Alternative Data Market market, by industry, 2017 - 2030 (USD Million)
• Table 73 Brazil Alternative Data Market market, by end-user, 2017 - 2030 (USD Million)
• Table 74 MEA Alternative Data Market market, by data type, 2017 - 2030 (USD Million)
• Table 75 MEA Alternative Data Market market, by industry, 2017 - 2030 (USD Million)

List of Figures

• Fig. 1 Alternative data market segmentation
• Fig. 2 Alternative data market report scope
• Fig. 3 Alternative data market size (revenue in USD million) 2017 - 2030
• Fig. 4 Alternative data market analysis - Market dynamics
• Fig. 5 Alternative data market - Penetration & growth prospects
• Fig. 6 Alternative data market analysis - Porter's
• Fig. 7 Alternative data market analysis - PEST
• Fig. 8 Alternative data market - Value chain analysis
• Fig. 9 Alternative data market - Data type movement analysis
• Fig. 10 Alternative data market - Industry movement analysis
• Fig. 11 Alternative data market - End-user movement analysis
• Fig. 12 Regional marketplace: Key takeaways
• Fig. 13 Alternative data market - Regional movement analysis
• Fig. 14 Alternative data market - Company market position analysis
• Fig. 15 Alternative data market - Competitive dashboard

Alternative Data Market Growth & Trends:

The global alternative data market size is anticipated to reach USD 143.31 billion by 2030, according to a new report by Grand View Research, Inc. The market is expected to expand at a CAGR of 54.4% from 2022 to 2030. The increasing emphasis on gaining alpha from hedge funds is expected to boost the demand for alternative data. The asset managers from hedge funds, mutual funds, private equity funds, pension funds, unit trusts, life insurance companies, and other BFSI entities are highly inclined to use alternative data to derive predictive insights. Moreover, the use of alternative data for risk management processes is also expected to drive market growth.

Nowadays, data sources are not limited to transactions, and email receipts as companies are finding ways to extract data from various emerging sources. These include social media, web traffic, mobile devices, sensors, IoT-based devices, satellites, and e-commerce portals. The data analysts utilize this data in correlation with each other to derive various hidden patterns and insights. However, the data collected from some of these sources conflict with privacy regulations such as the California Consumer Privacy Act (CCPA) and the General Data Protection Regulation (GDPR). Thus, the data aggregators and end-users need regulatory compliance, which ensures their datasets are free from Personal Identifiable Information (PII).

North America dominated the market and accounted for a revenue share of more than 67.0% in 2021. The region is estimated to continue its dominance over the forecast period from 2022 to 2030. The emerging presence of numerous alternative data providers in the U.S is the major driving factor. Companies such as Advan, Eagle Alpha, M Science, and YipitData are providing various types of alternative data, including credit and debit card transactions, email receipts, geo-location (foot traffic) records, mobile usage, satellite, weather data, social and sentiment data, and web scraped data. The acquisitions and partnership initiatives from companies such as Nasdaq and S&P Global Platts is further expected to fuel regional market growth.

On the other hand, Asia Pacific is expected to emerge as one of the fastest-growing regional markets over the forecast period. This is due to rising use-cases of alternative data in BFSI, retail, automotive, and telecommunication industries. The use of alternative data for investments and risk assessment, particularly from companies in emerging economies, such as India and China, is expected to boost the regional market growth.

Alternative Data Market Report Highlights:

• Amidst the coronavirus pandemic, the companies are using alternative data collected from social media, mobile phones, applications, wearables, and other IoT-based devices to assess changes in consumer behavior patterns related to purchases and interests

• The credit and debit card transactions segment is anticipated to exhibit the highest CAGR from 2022 to 2030 owing to the high accuracy of the data type and significant demand from asset managers

• The hedge fund operators segment held the largest revenue share amongst all end-users in 2021 on account of rising demand for data from the investors and firms to identify lucrative investment opportunities and generate alpha

• The BFSI industry segment held the largest market share in 2021 as the entities such as hedge funds, mutual funds, and insurance companies are early adopters of alternative data

• North America dominated the market and accounted for over 67.0% share of revenue in 2021 and is expected to maintain its dominance from 2022 to 2030

• Emerging economies, such as India, Thailand, Singapore, and China, are expected to drive the market in the Asia Pacific owing to the rising use cases of alternative data for predictive risk assessment

Table of Contents

Chapter 1. Methodology and Scope

• 1.1. Market Segmentation & Scope
• 1.2. Market Definitions
• 1.3. Information Procurement
  • 1.3.1. Purchased Database
  • 1.3.2. GVR's Internal Database
  • 1.3.3. Secondary Sources & Third-Party Perspectives
  • 1.3.4. Primary Research
• 1.4. Information Analysis
  • 1.4.1. Data Analysis Models
• 1.5. Market Formulation & Data Visualization
• 1.6. Data Validation & Publishing

Chapter 2. Executive Summary

• 2.1. Market Outlook
• 2.2. Segmental Outlook

Chapter 3. Market Variable, Trends & Scope

• 3.1. Alternative Data Market - COVID 19 Impact Analysis
• 3.2. Alternative Data Market Trends
  • 3.2.1. Technology Trends
  • 3.2.2. Buyer Trends
  • 3.2.3. Supplier Trends
  • 3.2.4. Regulatory Trends
• 3.3. Alternative Data Market Dynamics
  • 3.3.1. Market Driver Analysis
  • 3.3.2. Market Opportunity Analysis
  • 3.3.3. Market Challenge Analysis
• 3.4. Penetration & Growth Prospect Mapping
• 3.5. Alternative Data Market - Value Chain Analysis
• 3.6. Alternative Data Market Industry Analysis - Porter's
  • 3.6.1. Supplier Power
  • 3.6.2. Buyer Power
  • 3.6.3. Substitution Threat
  • 3.6.4. Threat of New Entrants
  • 3.6.5. Competitive Rivalry
• 3.7. Alternative Data Market Industry Analysis - PEST
  • 3.7.1. Political & Legal Landscape
  • 3.7.2. Environmental Landscape
  • 3.7.3. Social Landscape
  • 3.7.4. Technology Landscape
• 3.8. Major Deals & Strategic Alliances Analysis
  • 3.8.1. Joint Ventures
  • 3.8.2. Mergers & Acquisitions
  • 3.8.3. Licensing & Partnership
  • 3.8.4. Technology Collaborations

Chapter 4. Alternative Data Market: Data Type Estimates & Trend Analysis

• 4.1. Alternative Data Market: Data Type Analysis
  • 4.1.1. Credit & Debit Card Transactions
  • 4.1.2. Email Receipts
  • 4.1.3. Geo-location (Foot Traffic) Records
  • 4.1.4. Mobile Application Usage
  • 4.1.5. Satellite & Weather Data
  • 4.1.6. Social & Sentiment Data
  • 4.1.7. Web Scraped Data
  • 4.1.8. Web Traffic
  • 4.1.9. Other Data Types

Chapter 5. Alternative Data Market: Industry Estimates & Trend Analysis

• 5.1. Alternative Data Market: Industry Analysis
  • 5.1.1. Automotive
  • 5.1.2. BFSI
  • 5.1.3. Energy
  • 5.1.4. Industrial
  • 5.1.5. IT & Telecommunications
  • 5.1.6. Media & Entertainment
  • 5.1.7. Real Estate & Construction
  • 5.1.8. Retail
  • 5.1.9. Transportation & Logistics
  • 5.1.10. Other Industries

Chapter 6. Alternative Data Market: End-user Estimates & Trend Analysis

• 6.1. Alternative Data Market: End-user Analysis
  • 6.1.1. Hedge Fund Operators
  • 6.1.2. Investment Institutions
  • 6.1.3. Retail Companies
  • 6.1.4. Other End-users

Chapter 7. Alternative Data Market: Regional Estimates & Trend Analysis

• 7.1. Alternative Data Market Share By Region, 2019 & 2028
• 7.2. North America
  • 7.2.1. U.S.
  • 7.2.2. Canada
  • 7.2.3. Mexico
• 7.3. Europe
  • 7.3.1. U.K.
  • 7.3.2. Germany
  • 7.3.3. France
• 7.4. Asia Pacific
  • 7.4.1. China
  • 7.4.2. India
  • 7.4.3. Japan
• 7.5. South America
  • 7.5.1. Brazil
• 7.6. Middle East & Africa

Chapter 8. Competitive Analysis

• 8.1. Recent Developments & Impact Analysis, by Key Market Participants
• 8.2. Company/ Competition Categorization (Key Innovators, Market Leaders, Emerging Players)
• 8.3. Vendor Landscape
  • 8.3.1. Key Company Analysis, 2021
• 8.4. Company Analysis
  • 8.4.1. Company Market Position Analysis
  • 8.4.2. Competitive Dashboard Analysis

Chapter 9. Competitive Landscape

• 9.1. 1010Data
  • 9.1.1. Company Overview
  • 9.1.2. Financial Performance
  • 9.1.3. Product Benchmarking
  • 9.1.4. Recent Developments
• 9.2. Advan
  • 9.2.1. Company Overview
  • 9.2.2. Financial Performance
  • 9.2.3. Product Benchmarking
  • 9.2.4. Recent Developments
• 9.3. Dataminr
  • 9.3.1. Company Overview
  • 9.3.2. Financial Performance
  • 9.3.3. Product Benchmarking
  • 9.3.4. Recent Developments
• 9.4. Earnest Research
  • 9.4.1. Company Overview
  • 9.4.2. Financial Performance
  • 9.4.3. Product Benchmarking
  • 9.4.4. Recent Developments
• 9.5. M Science
  • 9.5.1. Company Overview
  • 9.5.2. Financial Performance
  • 9.5.3. Product Benchmarking
  • 9.5.4. Recent Developments
• 9.6. Preqin
  • 9.6.1. Company Overview
  • 9.6.2. Financial Performance
  • 9.6.3. Product Benchmarking
  • 9.6.4. Recent Developments
• 9.7. RavenPack
  • 9.7.1. Company Overview
  • 9.7.2. Financial Performance
  • 9.7.3. Product Benchmarking
  • 9.7.4. Recent Developments
• 9.8. Thinknum Alternative Data
  • 9.8.1. Company Overview
  • 9.8.2. Financial Performance
  • 9.8.3. Product Benchmarking
  • 9.8.4. Recent Developments
• 9.9. UBS Evidence Lab
  • 9.9.1. Company Overview
  • 9.9.2. Financial Performance
  • 9.9.3. Product Benchmarking
  • 9.9.4. Recent Developments
• 9.10. YipitData
  • 9.10.1. Company Overview
  • 9.10.2. Financial Performance
  • 9.10.3. Product Benchmarking
  • 9.10.4. Recent Developments