Alternative Data Market Forecast to 2028 - COVID-19 Impact and Global Analysis By Size, Share & Trends, Drivers, Restraints, Opportunities, Manufacturer, Applications, And Segments

  • AMR-1067422
  • December 2021
  • Information Communications Technology
  • 125 Pages
Report Description

This report is a comprehensive study that examines the Alternative Data industry in depth. With reference to key regions and major nations, the study specifies the product type of Alternative Data as well as its use in various industrial verticals. Furthermore, the report identified and analysed all of the top companies functioning in the global Alternative Data market arena, comparing and contrasting them based on market revenue, yearly sales volume, historical growth rate, and company strategies. The worldwide Alternative Data market research offers a business strategy for current market participants to strengthen their market positions based on all of these findings. Furthermore, the paper recommends a market entry strategy for newcomers to the sector.

The top vendors and distributors operating in all of the major regions have also been highlighted in the Alternative Data market report. This data and research should aid market players in strengthening their market distribution networks and expanding their geographic reach.
 
Alternative Data Market Strategic Analysis 

The market was studied using several marketing methodologies such as Porter's Five Forces Analysis, player positioning analysis, SWOT analysis, market share analysis, and value chain analysis in the Alternative Data market study. The market dynamics and factors such as the threat of a Alternative Data substitute, the threat of new entrants into the Alternative Data market, buyer bargaining power, supplier bargaining power to Alternative Data providing companies, and internal rivalry among Alternative Data providers are analysed in Porter's Five Forces analysis to provide the report's readers with a detailed view of the current market dynamics.

This analysis assists report users in evaluating the Alternative Data market based on various parameters such as economies of scale, switching costs, brand loyalty, existing distribution channels, capital investments, manufacturing rights & patents, government regulations, advertising impact, and consumer preference impact. This simplified data is expected to aid the industry's key decision-makers in their decision-making process. Furthermore, this study answers the crucial question of whether or not new entrants should enter the Alternative Data industry.
 
Alternative Data Market Key Trends Analysis

The important factors influencing the growth of the Alternative Data market have been examined in this report. The driving factors that are boosting demand for Alternative Datas and the restraining factors that are slowing growth of the Alternative Data industry are addressed in depth, as well as their implications for the worldwide Alternative Data market. In addition, the published analysis identifies and discusses in detail the trends that are driving the market and impacting its growth. In addition, other qualitative variables such as risks connected with operations and key problems faced by market players are covered in the report.

Alternative Data Market Key Segment Analysis

By segmenting the market by product type, application, and geography, the study provides a clear picture of the Alternative Data industry. On the basis of current and future trends, all segments of the Alternative Data industry have been examined. The market and its divisions are forecasted for the years 2021 through 2028. The study identifies the categories that are contributing the most to total market revenue growth, as well as the factors that are supporting their growth.

The research will provide a detailed qualitative and quantitative product type segment analysis for the years 2021 to 2028.

The report study analyses and includes a variety of prospective prospects and aspects affecting various applications.
 
Alternative Data Market Regional Trends and Market Player’s Analysis

North America, Europe, Asia Pacific, Latin America, and the Middle East and Africa are the regions in which the market is divided. In 2020, the worldwide Alternative Data market was dominated by North America. The Asia Pacific region is expected to have the highest CAGR for the Alternative Data market throughout the projected period.


 
The market revenue, market shares, business strategies, recent developments, and growth rates of major players with substantial market shares in the global Alternative Data market are all examined. These firms' recent developments, such as new solution/product launches, research projects, acquisitions, geographic expansions, and technological advancements, are taken into account when determining their position in the Alternative Data market. All important stakeholders in the Alternative Data value chain and technological ecosystem are expected to benefit from the insights offered in the Alternative Data market research study.

In order to provide a broader understanding of the top competitors in the Alternative Data market, the research includes a company market share analysis. 1010Data, Advan, Dataminr, Earnest Research, M Science, Preqin, RavenPack, Thinknum Alternative Data, UBS Evidence Lab, YipitData are among the major participants in the global Alternative Data industry.
 
Scope of the report
Report Parameters Details of Parameter
Market Size xx Million
Based Year 2021
Forecast Period Covered 2021-2028
Units for value Revenue in USD million and CAGR from 2021 to 2028
Covered Segments Component, Types, Applications, End-Users, and more.
Region Covered North America, Europe, Asia Pacific, Latin America, Middle East and Africa
Companies Covered 1010Data, Advan, Dataminr, Earnest Research, M Science, Preqin, RavenPack, Thinknum Alternative Data, UBS Evidence Lab, YipitData
 
Major Highlights of the Alternative Data Market report study:
  • An in-depth examination of the global Alternative Data industry will be published soon.
  • The study examines the global Alternative Data market and offers major actionable information to its players.
  • The research has taken into account all key events in the recent past, providing users with up-to-date industry information.
  • The report study is expected to aid the industry's key decision-makers in their decision-making process.
  • Data on market intelligence, changing market dynamics, existing and predicted market trends, and so on are included in the report.
  • The research includes a detailed examination of the macroeconomic and microeconomic aspects that influence the global Alternative Data industry.
  • The Market Ecosystem and Adoption in Different Markets
  • The global Alternative Data market is being shaped by several major trends.
  • The size of the Alternative Data market in terms of revenue has been measured in the past and will be measured in the future in USD million.
  • Consumer preference patterns and recent industrial developments
  • The worldwide Alternative Data market's competitive landscape and player positioning analysis
  • Major players' key goods and solutions, as well as their business strategies
  • Recommendations for new market entrants as well as existing market participants.
  • The study of niche and potential segments (product type, application, and regions/countries) predicts that promising growth will be noticed.
  • Operating players in the market encounter a number of significant hurdles.
  • An examination of the major risks involved in market operations
 
The report segment of the global Alternative Data market as follows:
Global Alternative Data Market: By Product Type

  • Credit & Debit Card Transactions
  • Social & Sentiment Data
  • Mobile Application Usage

Global Alternative Data Market: By Application
  • Application I
  • Application II
  • Application III

Global Alternative Data Market: By Region
  • North America
    • U.S.
    • Canada
    • Rest of North America
  • Europe
    • UK
    • Germany
    • France
    • Italy
    • Spain
    • Rest of Europe
  • Asia Pacific
    • China 
    • Japan
    • India
    • Southeast Asia
    • Rest of Asia Pacific
  • Latin America
    • Brazil
    • Argentina
    • Rest of Latin America
  • Middle East and Africa
    • GCC Countries
    • South Africa
    • Rest of Middle East & Africa

The report study is drafted to provide actionable insights to the following mentioned audience:
  • Institutes of research and consulting firms
  • Companies are attempting to get into the Alternative Data market.
  • Universities and students
  • Other companies in the Alternative Data market include solution providers, product producers, service providers, and others.
  • Private companies and government agencies that are linked
  • Individuals interested in learning more about the Alternative Data market

Manufacturers and Segments

  • 1010Data
  • Advan
  • Dataminr
  • Earnest Research
  • M Science
  • Preqin
  • RavenPack
  • Thinknum Alternative Data
  • UBS Evidence Lab
  • YipitData
  • Credit & Debit Card Transactions
  • Social & Sentiment Data
  • Mobile Application Usage
  • Application I
  • Application II
  • Application III

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1. Preface
     1.1. Report Scope and Description
     1.2. Research Methodology
          1.2.1. Phase I-Secondary Research
          1.2.2. Phase II-Primary Research
          1.2.3. Phase II-Expert Panel Review
          1.2.4. Assumptions
          1.2.5. Approach Adopted

2. Executive Summarysegment Form
     2.1. Global Alternative Data Market Snapshot
          2.1.1. Global Alternative Data Market By Credit & Debit Card Transactions,2019
               2.1.1.1.
               2.1.1.2.Credit & Debit Card Transactions
               2.1.1.3.Social & Sentiment Data
          2.1.2. Global Alternative Data Market By Application I,2019
               2.1.2.1.
               2.1.2.2.Application I I
               2.1.2.3.Application I II
          2.1.3. Global Alternative Data Market By End-use,2019
          2.1.4. Global Alternative Data Market By Geography,2019

3. Global Alternative Data Market Dynamics
     3.1. Market Overview
     3.2. Market Inclination Insights Analysis
     3.3. Drivers
     3.4. Challenges
     3.5. Future Prospects
     3.6. Impact Analysis of Drivers and Challenges During the Forecast Period, (2020-2028)

4. Global Alternative Data Market Size (US$), By Credit & Debit Card Transactions, 2018 – 2028 
     4.1. Overview
          4.1.1. Market Share Analysis By Credit & Debit Card Transactions, 2019 vs.2028
          4.1.2. Attractive Investment Proposition By Credit & Debit Card Transactions, 2020
     4.2. Global Alternative Data Market Size (US$), By Credit & Debit Card Transactions, 2018 – 2028

5. Global Alternative Data Market Size (US$), By Application I, 2018 – 2028 
     5.1. Overview
          5.1.1. Market Share Analysis By Application I, 2019 vs.2028
          5.1.2. Attractive Investment Proposition By Application I, 2020
     5.2. Global Alternative Data Market Size (US$), By Application I, 2018 – 2028

6. Global Alternative Data Market Size (US$), By End-use, 2018 – 2028 
     6.1. Overview
          6.1.1. Market Share Analysis By End-use, 2019 vs.2028
          6.1.2. Attractive Investment Proposition By End-use, 2020
     6.2. Global Alternative Data Market Size (US$), By End-use, 2018 – 2028

7. Global Alternative Data Market Size (US$), By Geography, 2018 – 2028
     7.1. Overview
          7.1.1. Market Share Analysis by Geography, 2019 vs. 2028
          7.1.2. Attractive Investment Proposition by Geography, 2020
     7.2. North America Alternative Data Market Analysis, 2018 – 2028 
          7.2.1. North America Alternative Data Market Size (US$), By Country, 2018 – 2028 
               7.2.1.1. U.S.
               7.2.1.2. Canada
          7.2.2. North America Alternative Data Market Size (US$), By Credit & Debit Card Transactions, 2018 – 2028
          7.2.3. North America Alternative Data Market Size (US$), By Application I, 2018 – 2028
          7.2.4. North America Alternative Data Market Size (US$), By End-use, 2018 – 2028
     7.3. Europe Alternative Data Market Analysis, 2018 – 2028 
          7.3.1.  Europe Alternative Data Market Size (US$), By Country, 2018 – 2028 
               7.3.1.1. U.K.
               7.3.1.2. Germany
               7.3.1.3. France
               7.3.1.4. Rest of Europe
          7.3.2. Europe Alternative Data Market Size (US$), By Credit & Debit Card Transactions, 2018 – 2028
          7.3.3. Europe Alternative Data Market Size (US$), By Application I, 2018 – 2028
          7.3.4. Europe Alternative Data Market Size (US$), By End-use, 2018 – 2028
     7.4. Asia Pacific Alternative Data Market Analysis , 2018 – 2028
          7.4.1.  Asia Pacific Alternative Data Market Size (US$), By Country, 2018 – 2028 
               7.4.1.1. China
               7.4.1.2. Japan
               7.4.1.3. India
               7.4.1.4. Rest of Asia Pacific
          7.4.2. Asia Pacific Alternative Data Market Size (US$), By Credit & Debit Card Transactions, 2018 – 2028
          7.4.3. Asia Pacific Alternative Data Market Size (US$), By Application I, 2018 – 2028
          7.4.4. Asia Pacific Alternative Data Market Size (US$), By End-use, 2018 – 2028
     7.5. Latin America Alternative Data Market Analysis, 2018 – 2028 
          7.5.1.  Latin America Alternative Data Market Size (US$), By Country, 2018 – 2028 
               7.5.1.1. Brazil
               7.5.1.2. Mexico
               7.5.1.3. Rest of Latin America
          7.5.2. Latin America Alternative Data Market Size (US$), By Credit & Debit Card Transactions, 2018 – 2028
          7.5.3. Latin America Alternative Data Market Size (US$), By Application I, 2018 – 2028
          7.5.4. Latin America Alternative Data Market Size (US$), By End-use, 2018 – 2028
     7.6. Middle East & Africa (MEA) Alternative Data Market Analysis, 2018 – 2028 
          7.6.1.  MEA Alternative Data Market Size (US$), By Region, 2018 – 2028 
               7.6.1.1. GCC Countries
               7.6.1.2. South Africa
               7.6.1.3. Rest of MEA
          7.6.2. MEA Alternative Data Market Size (US$), By Credit & Debit Card Transactions, 2018 – 2028
          7.6.3. MEA Alternative Data Market Size (US$), By Application I, 2018 – 2028
          7.6.4. MEA Alternative Data Market Size (US$), By End-use, 2018 – 2028

8. Company Profiles
     8.1. Competitive Analysis 
     8.2. Market Positioning of Key Vendors 
     8.3. Key Strategies adopted by the Leading Players
     8.4. Key Alternative Data Providers
        8.4.1 1010Data
                8.4.1.1 Business Description
                8.4.1.2 1010Data Geographic Operations
                8.4.1.3 1010Data Financial Information
                8.4.1.4 1010Data Product Positions/Portfolio
                8.4.1.5 1010Data Key Developments
        8.4.2 Advan
                8.4.2.1 Business Description
                8.4.2.2 Advan Geographic Operations
                8.4.2.3 Advan Financial Information
                8.4.2.4 Advan Product Positions/Portfolio
                8.4.2.5 Advan Key Developments
        8.4.3 Dataminr
                8.4.3.1 Business Description
                8.4.3.2 Dataminr Geographic Operations
                8.4.3.3 Dataminr Financial Information
                8.4.3.4 Dataminr Product Positions/Portfolio
                8.4.3.5 Dataminr Key Developments
        8.4.4 Earnest Research
                8.4.4.1 Business Description
                8.4.4.2 Earnest Research Geographic Operations
                8.4.4.3 Earnest Research Financial Information
                8.4.4.4 Earnest Research Product Positions/Portfolio
                8.4.4.5 Earnest Research Key Developments
        8.4.5 M Science
                8.4.5.1 Business Description
                8.4.5.2 M Science Geographic Operations
                8.4.5.3 M Science Financial Information
                8.4.5.4 M Science Product Positions/Portfolio
                8.4.5.5 M Science Key Developments
        8.4.6 Preqin
                8.4.6.1 Business Description
                8.4.6.2 Preqin Geographic Operations
                8.4.6.3 Preqin Financial Information
                8.4.6.4 Preqin Product Positions/Portfolio
                8.4.6.5 Preqin Key Developments
        8.4.7 RavenPack
                8.4.7.1 Business Description
                8.4.7.2 RavenPack Geographic Operations
                8.4.7.3 RavenPack Financial Information
                8.4.7.4 RavenPack Product Positions/Portfolio
                8.4.7.5 RavenPack Key Developments
        8.4.8 Thinknum Alternative Data
                8.4.8.1 Business Description
                8.4.8.2 Thinknum Alternative Data Geographic Operations
                8.4.8.3 Thinknum Alternative Data Financial Information
                8.4.8.4 Thinknum Alternative Data Product Positions/Portfolio
                8.4.8.5 Thinknum Alternative Data Key Developments
        8.4.9 UBS Evidence Lab
                8.4.9.1 Business Description
                8.4.9.2 UBS Evidence Lab Geographic Operations
                8.4.9.3 UBS Evidence Lab Financial Information
                8.4.9.4 UBS Evidence Lab Product Positions/Portfolio
                8.4.9.5 UBS Evidence Lab Key Developments
        8.4.10 YipitData
                8.4.10.1 Business Description
                8.4.10.2 YipitData Geographic Operations
                8.4.10.3 YipitData Financial Information
                8.4.10.4 YipitData Product Positions/Portfolio
                8.4.10.5 YipitData Key Developments

LIST OF TABLES

TABLE 1 Market Snapshot: Global Alternative Data Market 
TABLE 2 Impact Indicators 
TABLE 3 Impact Analysis of Drivers and Restraints 
TABLE 4 North America Alternative Data Market Revenue, By Credit & Debit Card Transactions, 2018 – 2028 (US$ Mn) 
TABLE 5 North America Alternative Data Market Revenue, By Application I, 2018 – 2028 (US$ Mn) 
TABLE 6 North America Alternative Data Market Revenue, By End-use, 2018 – 2028 (US$ Mn) 
TABLE 7 Europe Alternative Data Market Revenue, By Credit & Debit Card Transactions, 2018 – 2028 (US$ Mn) 
TABLE 8 Europe Alternative Data Market Revenue, By Application I, 2018 – 2028 (US$ Mn) 
TABLE 9 Europe Alternative Data Market Revenue, By End-use, 2018 – 2028 (US$ Mn) 
TABLE 10 Asia Pacific Alternative Data Market Revenue, By Credit & Debit Card Transactions, 2018 – 2028 (US$ Mn) 
TABLE 11 Asia Pacific Alternative Data Market Revenue, By Application I, 2018 – 2028 (US$ Mn) 
TABLE 12 Asia Pacific Alternative Data Market Revenue, By End-use, 2018 – 2028 (US$ Mn) 
TABLE 13 Latin America Alternative Data Market Revenue, By Credit & Debit Card Transactions, 2018 – 2028 (US$ Mn) 
TABLE 14 Latin America Alternative Data Market Revenue, By Application I, 2018 – 2028 (US$ Mn) 
TABLE 15 Latin America Alternative Data Market Revenue, By End-use, 2018 – 2028 (US$ Mn)
TABLE 16 MEA Alternative Data Market Revenue, By Credit & Debit Card Transactions, 2018 – 2028 (US$ Mn) 
TABLE 17 MEA Alternative Data Market Revenue, By Application I, 2018 – 2028 (US$ Mn) 
TABLE 18 MEA Alternative Data Market Revenue, By End-use, 2018 – 2028 (US$ Mn)

LIST OF FIGURES

FIG. 1 Global Alternative Data: Market Segmentation 
FIG. 2 Global Alternative Data Market: Research Methodology 
FIG. 3 Top-Down and Bottom-up Approach 
FIG. 4 Global Alternative Data Market, By Credit & Debit Card Transactions, 2019 (US$ Mn) 
FIG. 5 Global Alternative Data Market, By Application I, 2019 (US$ Mn) 
FIG. 6 Global Alternative Data Market, By End-use, 2019 (US$ Mn) 
FIG. 7 Global Alternative Data Market, By Geography, 2019 (US$ Mn) 
FIG. 8 Global Alternative Data Market Revenue and Growth, 2018 – 2028, (US$ Mn) (Y-o-Y %)
FIG. 9 Attractive Investment Proposition 
FIG. 10 Market Positioning of Key Alternative Data Providers, 2019
FIG. 11 Global Alternative Data Market Revenue Contribution, By Credit & Debit Card Transactions, 2019 & 2028 (Value %) 
FIG. 12 Global Alternative Data Market Revenue Contribution, By Application I, 2019 & 2028 (Value %) 
FIG. 13 Global Alternative Data Market Revenue Contribution, By End-use, 2019 & 2028 (Value %) 
FIG. 14 North America Alternative Data Market Revenue, 2018 – 2028, (US$ Mn) 
FIG. 15 Europe Alternative Data Market Revenue, 2018 – 2028, (US$ Mn) 
FIG. 16 Asia Pacific Alternative Data Market Revenue, 2018 – 2028, (US$ Mn) 
FIG. 17 Latin America Alternative Data Market Revenue, 2018 – 2028, (US$ Mn)
FIG. 18 MEA Alternative Data Market Revenue, 2018 – 2028, (US$ Mn)

Key Takeaways:

1. Market value and estimate of the Alternative Data market for the period from 2020 to 2028
2. Compounded annual growth rate (CAGR%) for individual segments in various regional markets for a period from 2020 to 2028
3. Value chain analysis
4. Market share study combined with competitive landscape of major players
5. Profiles of major market players covering overall business operations, geographic occurrence, product portfolio, financial status and news coverage 

List of Tables

TABLE  Market Snapshot: Global Alternative Data Market
TABLE  Impact Pointers
TABLE  Impact Analysis of Drivers and Restraints
TABLE  North America Alternative Data Market Value, By Segment1, 2018 – 2028
TABLE  North America Alternative Data Market Value, By Segment2, 2018 – 2028
TABLE  North America Alternative Data Market Value, By Country, 2018 – 2028
TABLE  Europe Alternative Data Market Value, By Segment1, 2018 – 2028
TABLE  Europe Alternative Data Market Value, By Segment2, 2018 – 2028
TABLE  Europe Alternative Data Market Value, By Country, 2018 – 2028
TABLE  Asia Pacific Alternative Data Market Value, By Segment1, 2018 – 2028
TABLE  Asia Pacific Alternative Data Market Value, By Segment2, 2018 – 2028
TABLE  Asia Pacific Alternative Data Market Value, By Country, 2018 – 2028
TABLE  Latin America Alternative Data Market Value, By Segment1, 2018 – 2028
TABLE  Latin America Alternative Data Market Value, By Segment2, 2018 – 2028
TABLE  Latin America Alternative Data Market Value, By Country, 2018 – 2028
TABLE  MEA Alternative Data Market Value, By Segment1, 2018 – 2028
TABLE  MEA Alternative Data Market Value, By Segment2, 2018 – 2028
TABLE  MEA Alternative Data Market Value, By Country, 2018 – 2028
TABLE  1010Data: Company Snapshot (Company Details, Geographical Presence, Product Portfolio, Recent News and Announcements)
TABLE  Advan: Company Snapshot (Company Details, Geographical Presence, Product Portfolio, Recent News and Announcements)
TABLE  Dataminr: Company Snapshot (Company Details, Geographical Presence, Product Portfolio, Recent News and Announcements)
TABLE  Earnest Research: Company Snapshot (Company Details, Geographical Presence, Product Portfolio, Recent News and Announcements)
TABLE  M Science: Company Snapshot (Company Details, Geographical Presence, Product Portfolio, Recent News and Announcements)
TABLE  Preqin: Company Snapshot (Company Details, Geographical Presence, Product Portfolio, Recent News and Announcements)
TABLE  RavenPack: Company Snapshot (Company Details, Geographical Presence, Product Portfolio, Recent News and Announcements)
TABLE  Thinknum Alternative Data: Company Snapshot (Company Details, Geographical Presence, Product Portfolio, Recent News and Announcements)
TABLE  UBS Evidence Lab: Company Snapshot (Company Details, Geographical Presence, Product Portfolio, Recent News and Announcements)
TABLE  YipitData: Company Snapshot (Company Details, Geographical Presence, Product Portfolio, Recent News and Announcements)
 

List of Figures

FIG.  Global Alternative Data Market: Research Methodology
FIG.  Top-Down and Bottom Up Approach
FIG.  Global Alternative Data Market, By Segment1, 2019 (US$ Mn)
FIG.  Global Alternative Data Market, By Segment2, 2019 (US$ Mn)
FIG.  Global Alternative Data Market, By Geography, 2019 (US$ Mn)
FIG.  Global Alternative Data Market Value and Growth, 2018 – 2028, (US$ Mn) (Y-o-Y %)
FIG.  Attractive Investment Proposition
FIG.  Market Positioning of Key Alternative Data Providers, 2016
FIG.  Global Alternative Data Market Value Share, By Segment1, 2019 & 2028 (% Value)
FIG.  Global Credit & Debit Card Transactions Market Value, 2018 – 2028, (US$ Mn)
FIG.  Global Social & Sentiment Data Market Value, 2018 – 2028, (US$ Mn)
FIG.  Global Mobile Application Usage Market Value, 2018 – 2028, (US$ Mn)
FIG.  Global Alternative Data Market Value Share, By Segment2, 2019 & 2028 (% Value)
FIG.  Global Application I Market Value, 2018 – 2028, (US$ Mn)
FIG.  Global Application II Market Value, 2018 – 2028, (US$ Mn)
FIG.  Global Application III Market Value, 2018 – 2028, (US$ Mn)
FIG.  U.S. Alternative Data Market Value, 2018 – 2028, (US$ Mn)
FIG.  Canada Alternative Data Market Value, 2018 – 2028, (US$ Mn)
FIG.  UK Alternative Data Market Value, 2018 – 2028, (US$ Mn)
FIG.  Germany Alternative Data Market Value, 2018 – 2028, (US$ Mn)
FIG.  France Alternative Data Market Value, 2018 – 2028, (US$ Mn)
FIG.  Rest of Europe Alternative Data Market Value, 2018 – 2028, (US$ Mn)
FIG.  China Alternative Data Market Value, 2018 – 2028, (US$ Mn)
FIG.  Japan Alternative Data Market Value, 2018 – 2028, (US$ Mn)
FIG.  India Alternative Data Market Value, 2018 – 2028, (US$ Mn)
FIG.  Rest of Asia Pacific Alternative Data Market Value, 2018 – 2028, (US$ Mn)
FIG.  Mexico Alternative Data Market Value, 2018 – 2028, (US$ Mn)
FIG.  Brazil Alternative Data Market Value, 2018 – 2028, (US$ Mn)
FIG.  Rest of Latin America Alternative Data Market Value, 2018 – 2028, (US$ Mn)
FIG.  GCC Countries Alternative Data Market Value, 2018 – 2028, (US$ Mn)
FIG.  South Africa Alternative Data Market Value, 2018 – 2028, (US$ Mn)
FIG.  Rest of MEA Alternative Data Market Value, 2018 – 2028, (US$ Mn)