Global Alternative Data Market: Overview

The global alternative data market size was estimated at US$ 1,190.5 Million in 2020 and is projected to grow at a CAGR of 61.3% over the upcoming years. The key growth factors behind the growth of the alternative data market include the growing demand for alternative data across industries along with the increased use of internet-based services worldwide. Furthermore, the increased demand for alternative data in hedge funds along with rising demand from emerging economies across the globe is some other key factors for the growth of the alternative data market in the upcoming years.

Global Alternative Data Market

Global Alternative Data Market: COVID-19 Impact

The COVID-19 pandemic had a huge impact across all the industries including logistics & supply chain, oil & gas, manufacturing, electronics, and others. The partial or full lockdown in the year2020 and 2021 across numerous countries such as India, the U.S., the U.K., Germany, and others had further impacted the supply of raw materials and finished products across the globe. The demand for alternative data has increased during the COVID-19 period due to the rising use of internet services across the globe as people are working from home to contain the spread of COVID-19.

Global Alternative Data Market: Industry Analysis

On the basis of industry, the global alternative data market has been segmented into automotive, bfsi, energy, industrial, it & telecommunications, media & entertainment, real estate & construction, retail, transportation & logistics, and others. The BFSI category had a major share in the global alternative data market in 2020 and had more than 15% of the market share. This is majorly due to increased demand for alternative data across BFSI entities including mutual funds, hedge funds, pension funds, and others.

Global Alternative Data Market: Regional Analysis

Global Alternative Data Market: Regional Analysis

Based on the regions, the global alternative data market is segmented into North America, Europe, Asia Pacific, Latin America (LATAM), and Middle East & Africa (MEA). The Asia Pacific is estimated to witness the fastest growth in the global alternative data market during the forecast period. This is ascribed to the growing demand for alternative data across the BFSI industry in the region along with the rising investments in the technology by the government as well as private players. Besides, North America and Europe are estimated to witness substantial growth during the forecast period.

Global Alternative Data Market: Segment Analysis

The Global Market Research can be segmented in the following way:

ATTRIBUTE DETAILS
Study Period 2017-2028
Base Year 2020
Forecast Period 2021-2028
Historical Period

2017-2019

Unit Value (US$ Million)
Segmentation

Global Alternative Data Market: By Data Type

  • 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: By Industry

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

Global Alternative Data Market: By End Use

  • Hedge Fund Operators
  • Investment Institutions
  • Retail Companies
  • Other End Users

Global Alternative Data Market: By Regional Analysis

  • North America
    • U.S.
    • Canada
  • Europe
    • Germany
    • U.K.
    • France
    • Italy
    • Spain
    • Rest of Europe
  • Asia Pacific
    • China
    • Japan
    • India
    • Rest of Asia Pacific
  • Latin America (LATAM)
    • Brazil
    • Mexico
    • Rest of Latin America (LATAM)
  • Middle East & Africa (MEA)
    • United Arab Emirates (UAE)
    • Saudi Arabia
    • Rest of Middle East & Africa (MEA)
Key Companies
  • 1010 Data
  • Advan
  • Dataminr
  • Earnest Research
  • M Science
  • Preqin
  • RavenPack
  • Thinknum Alternative Data
  • UBS Evidence Lab
  • YipitData
  • Others
Key Report Deliverable
  • What is the market size and growth rate?
  • Inclusive details of factors that will challenge the growth of the market pre & post-COVID-19 with 4 types of market recovery scenarios including V-shaped recovery, U shaped recovery, L shaped recovery, and W shaped recovery?
  • What are the factors anticipated to drive the global alternative data market?
  • What are trends, restraints, and challenges in the global alternative data market?
  • Segment-wise analysis of global alternative data market?
  • Regional as well as country-level analysis for alternative data market?
  • Who are the potential customers of the global alternative data market?
  • Analysis of major strategies by key market players?
  • How are collaborations evolving in the market?
  • How is the competitive environment?
  • Which region has an attractive investment proposition?
  • Competitive Landscape with numerous analyses including revenue analysis, geographic presence analysis, competitive benchmarking, company evaluation matrix, competitive landscape, market positioning analysis, key strategies analysis, and others?

Table of Content
1. Introduction

1.1. Objective of the Study
1.2. Market Definition
1.3. Scope of the Study
1.3.1. Market Segmentation
1.3.1.1. Alternative Data Market, By Data Type
1.3.1.2. Alternative Data Market, By Industry
1.3.1.3. Alternative Data Market, By End User
1.3.1.4. Alternative Data Market, By Geography
1.4. Currency Used
1.5. Years Considered for the Study
1.5.1. Historical Years
1.5.2. Base Year
1.5.3. Forecast Years
1.6. Limitations
1.7. Stakeholders
2. Executive Summary
2.1. Market Snapshot: Global Alternative Data Market
2.1.1. Interconnectivity and Related Markets
2.2. Key Insights
2.3. DROC (Drivers, Restraints, Opportunities, and Challenges) Analysis
2.4. Demand Side Trends
2.5. Supply-Side Trends
2.6. Strategic Overview for Global Alternative Data Market
2.7. Voice of Industry Experts/Key Opinion Leaders (KOLs)
2.8. Recommendations and Conclusions
3. Research Methodology
3.1. Research Data
3.2. Market Breakdown and Data Triangulation
3.2.1. Secondary Research
3.2.2. Primary Research
3.2.3. Internal Repository Knowledge
3.3. Market Sizing Approach
3.3.1. 3600 View
3.3.2. Bottom Up Approach
3.3.3. Top Down Approach
3.4. Data Sources
3.4.1. Secondary Sources
3.4.2. Primary Sources
3.5. Name of Sources and References
4. COVID-19 Impact
4.1. COVID-19 Prevalence Analysis*
4.2. COVID-19 Vaccine Analysis*
4.3. COVID-19 Impact on Global Alternative Data Market
4.4. Pre vs Post COVID Demand and Supply Analysis
4.5. COVID-19 Road to Recovery Analysis
4.5.1. Global Alternative Data Market V-Shaped Recovery
4.5.2. Global Alternative Data Market U Shaped Recovery
4.5.3. Global Alternative Data Market L Shaped Recovery
4.5.4. Global Alternative Data Market W Shaped Recovery
4.6. COVID-19 impact on End-user Industry
4.7. COVID-19 Opportunity Analysis
5. Prominent Insights
5.1. Macro-Economic Factors
5.1.1. Regional GDP Outlook
5.1.2. Key Industry News
5.1.3. Global Market Trend
5.1.3.1. Positive Trends
5.1.3.2. Negative Trends
5.1.4. Lubrication Integration
5.2. Ecosystem Mapping and Opportunity Analysis
5.3. Developed Vs Developing Economies
5.4. Market Dynamics
5.4.1. Market Drivers
5.4.1.1. Driver 1
5.4.1.2. Driver 2
5.4.1.3. Driver 3
5.4.1.4. Global Alternative Data Market Drivers Impact Assessment in the short, medium, and long terms
5.4.1.5. Global Alternative Data Market Drivers Impact Assessment at Regional Level
5.4.2. Market Restraints
5.4.2.1. Restraint 1
5.4.2.2. Restraint 2
5.4.2.3. Restraint 3
5.4.2.4. Global Alternative Data Market Restraints Impact Assessment in the short, medium, and long terms
5.4.2.5. Global Alternative Data Market Restraints Impact Assessment at Regional Level
5.4.3. Market Opportunities
5.4.3.1. Opportunity 1
5.4.3.2. Opportunity 2
5.4.3.3. Opportunity 3
5.4.3.4. Global Alternative Data Market Opportunities Impact Assessment in the short, medium, and long terms
5.4.3.5. Global Alternative Data Market Opportunities Impact Assessment at Regional Level
5.4.4. Market Challenges
5.4.4.1. Challenge 1
5.4.4.2. Challenge 2
5.4.4.3. Challenge 3
5.4.4.4. Global Alternative Data Market Challenges Impact Assessment in the short, medium, and long terms
5.4.4.5. Global Alternative Data Market Challenges Impact Assessment at Regional Level
5.5. Porter’s Five Forces Analysis
5.5.1. Threat Of New Entrants
5.5.2. Threat Of Substitutes
5.5.3. Bargaining Power Of Suppliers
5.5.4. Bargaining Power Of Buyers
5.5.5. Rivalry Among Existing Competitors
5.6. Value Chain Analysis
5.7. Attractive Investment Proposition, By Geography
5.8. Investment Landscape
5.8.1. Market Major Mergers & Acquisitions
5.8.2. Market Fund Raise and Other Activities
6. Global Alternative Data Market Analysis and Forecast, By Data Type, 2017-2028 (US$ Mn)
6.1. Overview
6.1.1. Global Alternative Data Market, By Data Type, Market Share Comparison 2020 vs 2028 (%)
6.2. Credit and Debit Card Transactions
6.2.1. Global Alternative Data Market, By Credit and Debit Card Transactions, Analysis and Forecast, 2017-2028 (US$ Mn)
6.2.2. Global Alternative Data Market, By Credit and Debit Card Transactions, Analysis and Forecast, By Region, 2017-2028 (US$ Mn)
6.3. Email Receipts
6.3.1. Global Alternative Data Market, By Email Receipts, Analysis and Forecast, 2017-2028 (US$ Mn)
6.3.2. Global Alternative Data Market, By Email Receipts, Analysis and Forecast, By Region, 2017-2028 (US$ Mn)
6.4. Geo-location (Foot Traffic) Records
6.4.1. Global Alternative Data Market, By Geo-location (Foot Traffic) Records, Analysis and Forecast, 2017-2028 (US$ Mn)
6.4.2. Global Alternative Data Market, By Geo-location (Foot Traffic) Records, Analysis and Forecast, By Region, 2017-2028 (US$ Mn)
6.5. Mobile Application Usage
6.5.1. Global Alternative Data Market, By Mobile Application Usage, Analysis and Forecast, 2017-2028 (US$ Mn)
6.5.2. Global Alternative Data Market, By Mobile Application Usage, Analysis and Forecast, By Region, 2017-2028 (US$ Mn)
6.6. Satellite & Weather Data
6.6.1. Global Alternative Data Market, By Satellite & Weather Data, Analysis and Forecast, 2017-2028 (US$ Mn)
6.6.2. Global Alternative Data Market, By Satellite & Weather Data, Analysis and Forecast, By Region, 2017-2028 (US$ Mn)
6.7. Social & Sentiment Data
6.7.1. Global Alternative Data Market, By Social & Sentiment Data, Analysis and Forecast, 2017-2028 (US$ Mn)
6.7.2. Global Alternative Data Market, By Social & Sentiment Data, Analysis and Forecast, By Region, 2017-2028 (US$ Mn)
6.8. Web Scraped Data
6.8.1. Global Alternative Data Market, By Web Scraped Data, Analysis and Forecast, 2017-2028 (US$ Mn)
6.8.2. Global Alternative Data Market, By Web Scraped Data, Analysis and Forecast, By Region, 2017-2028 (US$ Mn)
6.9. Web Traffic
6.9.1. Global Alternative Data Market, By Web Traffic, Analysis and Forecast, 2017-2028 (US$ Mn)
6.9.2. Global Alternative Data Market, By Web Traffic, Analysis and Forecast, By Region, 2017-2028 (US$ Mn)
6.10. Others
6.10.1. Global Alternative Data Market, By Others, Analysis and Forecast, 2017-2028 (US$ Mn)
6.10.2. Global Alternative Data Market, By Others, Analysis and Forecast, By Region, 2017-2028 (US$ Mn)
7. Global Alternative Data Market Analysis and Forecast, By Industry, 2017-2028 (US$ Mn)
7.1. Overview
7.1.1. Global Alternative Data Market, By Industry, Market Share Comparison 2020 vs 2028 (%)
7.2. Automotive
7.2.1. Global Alternative Data Market, By Automotive, Analysis and Forecast, 2017-2028 (US$ Mn)
7.2.2. Global Alternative Data Market, By Automotive, Analysis and Forecast, By Region, 2017-2028 (US$ Mn)
7.3. BFSI
7.3.1. Global Alternative Data Market, By BFSI, Analysis and Forecast, 2017-2028 (US$ Mn)
7.3.2. Global Alternative Data Market, By BFSI, Analysis and Forecast, By Region, 2017-2028 (US$ Mn)
7.4. Energy
7.4.1. Global Alternative Data Market, By Energy, Analysis and Forecast, 2017-2028 (US$ Mn)
7.4.2. Global Alternative Data Market, By Energy, Analysis and Forecast, By Region, 2017-2028 (US$ Mn)
7.5. Industrial
7.5.1. Global Alternative Data Market, By Industrial, Analysis and Forecast, 2017-2028 (US$ Mn)
7.5.2. Global Alternative Data Market, By Industrial, Analysis and Forecast, By Region, 2017-2028 (US$ Mn)
7.6. IT & Telecommunications
7.6.1. Global Alternative Data Market, By IT & Telecommunications, Analysis and Forecast, 2017-2028 (US$ Mn)
7.6.2. Global Alternative Data Market, By IT & Telecommunications, Analysis and Forecast, By Region, 2017-2028 (US$ Mn)
7.7. Media & Entertainment
7.7.1. Global Alternative Data Market, By Media & Entertainment, Analysis and Forecast, 2017-2028 (US$ Mn)
7.7.2. Global Alternative Data Market, By Media & Entertainment, Analysis and Forecast, By Region, 2017-2028 (US$ Mn)
7.8. Real Estate & Construction
7.8.1. Global Alternative Data Market, By Real Estate & Construction, Analysis and Forecast, 2017-2028 (US$ Mn)
7.8.2. Global Alternative Data Market, By Real Estate & Construction, Analysis and Forecast, By Region, 2017-2028 (US$ Mn)
7.9. Retail
7.9.1. Global Alternative Data Market, By Retail, Analysis and Forecast, 2017-2028 (US$ Mn)
7.9.2. Global Alternative Data Market, By Retail, Analysis and Forecast, By Region, 2017-2028 (US$ Mn)
7.10. Transportation & Logistics
7.10.1. Global Alternative Data Market, By Transportation & Logistics, Analysis and Forecast, 2017-2028 (US$ Mn)
7.10.2. Global Alternative Data Market, By Transportation & Logistics, Analysis and Forecast, By Region, 2017-2028 (US$ Mn)
7.11. Others
7.11.1. Global Alternative Data Market, By Others, Analysis and Forecast, 2017-2028 (US$ Mn)
7.11.2. Global Alternative Data Market, By Others, Analysis and Forecast, By Region, 2017-2028 (US$ Mn)
8. Global Alternative Data Market Analysis and Forecast, By End User, 2017-2028 (US$ Mn)
8.1. Overview
8.1.1. Global Alternative Data Market, By End User, Market Share Comparison 2020 vs 2028 (%)
8.2. Hedge Fund Operators
8.2.1. Global Alternative Data Market, ByHedge Fund Operators, Analysis and Forecast, 2017-2028 (US$ Mn)
8.2.2. Global Alternative Data Market, By Hedge Fund Operators, Analysis and Forecast, By Region, 2017-2028 (US$ Mn)
8.3. Investment Institutions
8.3.1. Global Alternative Data Market, By Investment Institutions, Analysis and Forecast, 2017-2028 (US$ Mn)
8.3.2. Global Alternative Data Market, By Investment Institutions, Analysis and Forecast, By Region, 2017-2028 (US$ Mn)
8.4. Retail Companies
8.4.1. Global Alternative Data Market, By Retail Companies, Analysis and Forecast, 2017-2028 (US$ Mn)
8.4.2. Global Alternative Data Market, By Retail Companies, Analysis and Forecast, By Region, 2017-2028 (US$ Mn)
8.5. Others
8.5.1. Global Alternative Data Market, By Others, Analysis and Forecast, 2017-2028 (US$ Mn)
8.5.2. Global Alternative Data Market, By Others, Analysis and Forecast, By Region, 2017-2028 (US$ Mn)
9. Global Alternative Data Market Analysis and Forecast, By Regional Market Analysis, 2017-2028 (US$ Mn)
9.1. Overview
9.2. Global Alternative Data Market, By Region, Market Share Comparison 2020 vs 2028 (%)
9.3. Global Alternative Data Market, By Region, Analysis and Forecast, 2017-2028 (US$ Mn)
9.4. Global Alternative Data Market, Regional Life Cycle Analysis
9.5. COVID-19 Impact on Global Alternative Data Market, By Region
10. North AmericaAlternative Data Market Analysis and Forecast, By Regional Market Analysis, 2017-2028 (US$ Mn)
10.1. North America Alternative Data Market Overview
10.2. North America Alternative Data Market Summary
10.2.1. Dynamics
10.2.2. Impact Analysis
10.3. North America Alternative Data Market, By Data Type, 2017-2028 (US$ Mn)
10.4. North America Alternative Data Market, By Industry, 2017-2028 (US$ Mn)
10.5. North America Alternative Data Market, By End User, 2017-2028 (US$ Mn)
10.6. North America Alternative Data Market, By Country, 2017-2028 (US$ Mn)
10.6.1. U.S.
10.6.1.1. Overview
10.6.1.2. Alternative Data Market, By Data Type, 2017-2028 (US$ Mn)
10.6.1.3. Alternative Data Market, By Industry, 2017-2028 (US$ Mn)
10.6.1.4. Alternative Data Market, By End User, 2017-2028 (US$ Mn)
10.6.2. Canada
10.6.2.1. Overview
10.6.2.2. Alternative Data Market, By Data Type, 2017-2028 (US$ Mn)
10.6.2.3. Alternative Data Market, By Industry, 2017-2028 (US$ Mn)
10.6.2.4. Alternative Data Market, By End User, 2017-2028 (US$ Mn)
11. EuropeAlternative Data Market Analysis and Forecast, By Regional Market Analysis, 2017-2028 (US$ Mn)
11.1. Europe Alternative Data Market Overview
11.2. Europe Alternative Data Market Summary
11.2.1. Dynamics
11.2.2. Impact Analysis
11.3. Europe Alternative Data Market, By Data Type, 2017-2028 (US$ Mn)
11.4. Europe Alternative Data Market, By Industry, 2017-2028 (US$ Mn)
11.5. Europe Alternative Data Market, By End User, 2017-2028 (US$ Mn)
11.6. Europe Alternative Data Market, By Country, 2017-2028 (US$ Mn)
11.6.1. Germany
11.6.1.1. Overview
11.6.1.2. Alternative Data Market, By Data Type, 2017-2028 (US$ Mn)
11.6.1.3. Alternative Data Market, By Industry, 2017-2028 (US$ Mn)
11.6.1.4. Alternative Data Market, By End User, 2017-2028 (US$ Mn)
11.6.2. U.K.
11.6.2.1. Overview
11.6.2.2. Alternative Data Market, By Data Type, 2017-2028 (US$ Mn)
11.6.2.3. Alternative Data Market, By Industry, 2017-2028 (US$ Mn)
11.6.2.4. Alternative Data Market, By End User, 2017-2028 (US$ Mn)
11.6.3. France
11.6.3.1. Overview
11.6.3.2. Alternative Data Market, By Data Type, 2017-2028 (US$ Mn)
11.6.3.3. Alternative Data Market, By Industry, 2017-2028 (US$ Mn)
11.6.3.4. Alternative Data Market, By End User, 2017-2028 (US$ Mn)
11.6.4. Italy
11.6.4.1. Overview
11.6.4.2. Alternative Data Market, By Data Type, 2017-2028 (US$ Mn)
11.6.4.3. Alternative Data Market, By Industry, 2017-2028 (US$ Mn)
11.6.4.4. Alternative Data Market, By End User, 2017-2028 (US$ Mn)
11.6.5. Spain
11.6.5.1. Overview
11.6.5.2. Alternative Data Market, By Data Type, 2017-2028 (US$ Mn)
11.6.5.3. Alternative Data Market, By Industry, 2017-2028 (US$ Mn)
11.6.5.4. Alternative Data Market, By End User, 2017-2028 (US$ Mn)
11.6.6. Rest of Europe
11.6.6.1. Overview
11.6.6.2. Alternative Data Market, By Data Type, 2017-2028 (US$ Mn)
11.6.6.3. Alternative Data Market, By Industry, 2017-2028 (US$ Mn)
11.6.6.4. Alternative Data Market, By End User, 2017-2028 (US$ Mn)
12. Asia PacificAlternative Data Market Analysis and Forecast, By Regional Market Analysis, 2017-2028 (US$ Mn)
12.1. Asia Pacific Alternative Data Market Overview
12.2. Asia Pacific Alternative Data Market Summary
12.2.1. Dynamics
12.2.2. Impact Analysis
12.3. Asia Pacific Alternative Data Market, By Data Type,2017-2028 (US$ Mn)
12.4. Asia Pacific Alternative Data Market, By Industry, 2017-2028 (US$ Mn)
12.5. Asia Pacific Alternative Data Market, By End User, 2017-2028 (US$ Mn)
12.6. Asia Pacific Alternative Data Market, By Country, 2017-2028 (US$ Mn)
12.6.1. China
12.6.1.1. Overview
12.6.1.2. Alternative Data Market, By Data Type, 2017-2028 (US$ Mn)
12.6.1.3. Alternative Data Market, By Industry, 2017-2028 (US$ Mn)
12.6.1.4. Alternative Data Market, By End User, 2017-2028 (US$ Mn)
12.6.2. Japan
12.6.2.1. Overview
12.6.2.2. Alternative Data Market, By Data Type, 2017-2028 (US$ Mn)
12.6.2.3. Alternative Data Market, By Industry, 2017-2028 (US$ Mn)
12.6.2.4. Alternative Data Market, By End User, 2017-2028 (US$ Mn)
12.6.3. India
12.6.3.1. Overview
12.6.3.2. Alternative Data Market, By Data Type, 2017-2028 (US$ Mn)
12.6.3.3. Alternative Data Market, By Industry, 2017-2028 (US$ Mn)
12.6.3.4. Alternative Data Market, By End User, 2017-2028 (US$ Mn)
12.6.4. Rest of Asia Pacific
12.6.4.1. Overview
12.6.4.2. Alternative Data Market, By Data Type, 2017-2028 (US$ Mn)
12.6.4.3. Alternative Data Market, By Industry, 2017-2028 (US$ Mn)
12.6.4.4. Alternative Data Market, By End User, 2017-2028 (US$ Mn)
13. Latin America (LATAM) Alternative Data Market Analysis and Forecast, By Regional Market Analysis, 2017-2028 (US$ Mn)
13.1. Latin America (LATAM) Alternative Data Market Overview
13.2. Latin America (LATAM) Alternative Data Market Summary
13.2.1. Dynamics
13.2.2. Impact Analysis
13.3. Latin America Alternative Data Market, By Data Type, 2017-2028 (US$ Mn)
13.4. Latin America Alternative Data Market, By Industry, 2017-2028 (US$ Mn)
13.5. Latin America Alternative Data Market, By End User, 2017-2028 (US$ Mn)
13.6. Latin America (LATAM) Alternative Data Market, By Country, 2017-2028 (US$ Mn)
13.6.1. Brazil
13.6.1.1. Overview
13.6.1.2. Alternative Data Market, By Data Type, 2017-2028 (US$ Mn)
13.6.1.3. Alternative Data Market, By Industry, 2017-2028 (US$ Mn)
13.6.1.4. Alternative Data Market, By End User, 2017-2028 (US$ Mn)
13.6.2. Mexico
13.6.2.1. Overview
13.6.2.2. Alternative Data Market, By Data Type, 2017-2028 (US$ Mn)
13.6.2.3. Alternative Data Market, By Industry, 2017-2028 (US$ Mn)
13.6.2.4. Alternative Data Market, By End User, 2017-2028 (US$ Mn)
13.6.3. Rest of Latin America (LATAM)
13.6.3.1. Overview
13.6.3.2. Alternative Data Market, By Data Type, 2017-2028 (US$ Mn)
13.6.3.3. Alternative Data Market, By Industry, 2017-2028 (US$ Mn)
13.6.3.4. Alternative Data Market, By End User, 2017-2028 (US$ Mn)
14. Middle East & Africa (MEA) Alternative Data Market Analysis and Forecast, By Regional Market Analysis, 2017-2028 (US$ Mn)
14.1. Middle East & Africa (MEA)Alternative Data Market Overview
14.2. Middle East & Africa (MEA) Alternative Data Market Summary
14.2.1. Dynamics
14.2.2. Impact Analysis
14.3. Middle East and Africa Alternative Data Market, By Data Type, 2017-2028 (US$ Mn)
14.4. Middle East and Africa Alternative Data Market, By Industry, 2017-2028 (US$ Mn)
14.5. Middle East and Africa Alternative Data Market, By End User, 2017-2028 (US$ Mn)
14.6. Middle East & Africa (MEA) Alternative Data Market, By Country, 2017-2028 (US$ Mn)
14.6.1. United Arab Emirates (UAE)
14.6.1.1. Overview
14.6.1.2. Alternative Data Market, By Data Type, 2017-2028 (US$ Mn)
14.6.1.3. Alternative Data Market, By Industry, 2017-2028 (US$ Mn)
14.6.1.4. Alternative Data Market, By End User, 2017-2028 (US$ Mn)
14.6.2. Saudi Arabia
14.6.2.1. Overview
14.6.2.2. Alternative Data Market, By Data Type, 2017-2028 (US$ Mn)
14.6.2.3. Alternative Data Market, By Industry, 2017-2028 (US$ Mn)
14.6.2.4. Alternative Data Market, By End User, 2017-2028 (US$ Mn)
14.6.3. Rest of Middle East & Africa (MEA)
14.6.3.1. Overview
14.6.3.2. Alternative Data Market, By Data Type, 2017-2028 (US$ Mn)
14.6.3.3. Alternative Data Market, By Industry, 2017-2028 (US$ Mn)
14.6.3.4. Alternative Data Market, By End User, 2017-2028 (US$ Mn)
15. Competitive Landscape
15.1. Key Players Overview
15.2. Products/Service Comparison of Key Players
15.3. Geographic Presence Analysis of Key Players
15.4. Competitive Benchmarking
15.5. Company Evaluation Matrix
15.5.1. Star
15.5.2. Emerging Leader
15.5.3. Pervasive
15.5.4. Participant
15.6. Competitive Landscape
15.6.1. Small Players
15.6.2. Medium Players
15.6.3. Large Players
15.7. Market Positioning of Key Players
15.8. Investment Scenario of Key Players
15.9. Strategies Analysis of Key Players
15.9.1. Mergers & Acquisitions
15.9.2. Joint Ventures
15.9.3. New Product Development
15.9.4. Joint Ventures
15.9.5. Partnerships
15.9.6. Others
16. Company Profiles
(Business Overview, Products/ Solutions Offered, Recent Developments, Strategic Initiatives, Financial Summary, etc.)

16.1. 1010Data
16.1.1. Company and Business Overview
16.1.2. Products and Service Offerings
16.1.3. Business Presence, Key Personnel, Company Contact Details, and Competitors
16.1.4. Strategic Initiatives
16.1.5. Key Financial Summary*
16.1.5.1. Recent Financials (2016-2020)
16.1.5.2. Business Revenue, 2020 (in %)
16.1.5.3. Geographic Revenue, 2020 (in %)
16.2. Advan
16.3. Dataminr
16.4. Earnest Research
16.5. M Science
16.6. Preqin
16.7. RavenPack
16.8. Thinknum Alternative Data
16.9. UBS Evidence Lab
16.10. YipitData
16.11. Others
*Financial details might not be captured in case of privately-held companies or for companies that do not report this information in public domain