Analysts’ Viewpoint on Data Brokers Market Scenario
Data brokers are individuals or businesses that collect information or data from online activity and public records, and buy web history and license or sell it to other companies for marketing and advertising, fraud detection, and risk-mitigation purposes. Data brokers analyze personal information of individuals from government records, credit card information, and social media. Industries such as healthcare, IT, and finance are increasingly implementing business intelligence (BI) solutions to analyze a large number of data sets in order to generate actionable insights that offer companies a competitive advantage. Data broker services provide large and more structured data sets to BI providers in order to analyze customer behavior, trends, and growth avenues more precisely. Private equity and investment institutions are increasingly employing data broker services for the extraction of hidden insights in order to boost revenues.
Data brokers can directly license the data of another company or process the data of another organization to deliver improved outcomes. Application programming interfaces (APIs) are commonly used to access data, and subscription-based contracts are common. The best data broker companies provide a comprehensive analysis of the unstructured data, which enhances the operational efficiency of a business. Hence, increasing volume and value of personal data along with a rise in the demand for managing and monetizing personal data of consumers is likely to drive the market for data brokers during the forecast period.
Information generated through people’s search comprises generic biographic data such as date of birth, education, employment, marital status, and personal interest. Professional profile websites (people search websites) are used by private individuals to collect more information about acquaintances. This results in the use of data in several business applications. Extensive application of data in marketing and advertising, fraud detection, risk-mitigation, people search, and other functions boosts the market. Data brokers for marketing and sales extract information related to the age, income, education level, location, purchase history, interest, etc., of a professional. For companies, this information acts as a sales lead for specific marketing strategies.
Furthermore, some data brokers offer fraud detection services that are typically used by banks and mobile operators. The BFSI sector employs information data brokers to find more information about an individual before granting a loan. This offers incremental opportunities for cloud access security brokers and commercial data brokers across the globe. Increase in usage of integration brokerage software in the data broker industry is creating significant opportunities for market players. Rise in applications of data broker services in various end-use industries is expected to augment the data broker market size.
The modern business intelligence (BI) industry is analyzing an expandable volume of data to increase the value of each existing software and tool a business uses. BI combines the data from one or more resources, and analyzes & processes it to convert it into actionable insights, thereby reducing the operational cost while enhancing efficiency. BI underpins the digital transformation of most organizations, where structured data is central to delivering the right information to the right user at the right time. BI continues to grow as the digital economy is proliferating along with consistent rise in use of mobile devices. This results in the generation of larger data sets that act as a beneficial tool to cater to the needs of business intelligence across the globe. Interest from enterprises across the globe to use the data intelligently has been increasing consistently in order to design effective business strategies. This, in turn, drives the demand for vendors in the data brokers market. Additionally, BI offers a real-time view of relevant business data that benefits the end-user with data clarity, better customer experience, and increased efficiency, thereby providing a better analysis of competitive advantage.
Various industries (healthcare, information technology, education, and finance) have adopted enterprise BI. These organizations use and analyze data sets to transform operations. Therefore, an increase in the demand for business intelligence activities propels the data brokers market. Customer-facing businesses incline more toward data analytics owing to changing consumer purchasing pattern, behavior, trends, and growth avenues. Significant growth in data broker offerings has been witnessed owing to a rise in the need to perform complex analyses on a large number of data sets.
Data has a significant impact on the financial and investment industry. Private Equity (PE) firms and investment institutions are likely to gain a competitive advantage. These institutions are likely to capitalize on the massive volume of data coupled with the integration of advanced technologies and the availability of large data sets to extract hidden insights and consequently, improve their investment decision-making. Execution of critical fund management functions along with monitoring financial and operational performance needs a constant normalization and aggregation of information. Any delay in the timeline or inaccuracy of data is likely to impact risk management, investor relationship and transparency, reporting, modeling, benchmarking, and forecasting. Thus, the industry is witnessing a rise in the rate of adoption of alternative data.
Additionally, increase in implementation of advanced technology with alternative data is likely to create significant opportunities for the market. Several funds and private equity organizations are focusing on a large pool of data engineers and data scientists to build prediction models for data-driven decision-making. Incorporation of Machine Learning (ML) to analyze a larger amount of data sets in various languages and a variety of sources streamlines the process of the investment.
North America is anticipated to hold a dominant share of the global data brokers market in 2022. The presence of major data broker companies and unregulated data broker services in the U.S. is attributed to the growth of the market in the region. Currently, top data broker companies are selling a huge volume of data about citizens in the U.S. to different businesses, ranging from insurance companies to U.S. law enforcement agencies and foreign organizations.
The data brokers market in Asia Pacific is expected to expand at a notable pace during the forecast period due to expanding volumes of data in the region. Increasing penetration of the internet and smartphones provides a large amount of data to consumer data brokers in emerging economies, such as India, and in the region. Additionally, increasing demand for consumer data in the growing e-commerce industry is driving the market in Asia Pacific.
Detailed profiles of providers of data brokers have been provided in the market report to evaluate their financials, key product offerings, recent developments, and strategies. Key players operating in the global data brokers market are Acxiom Corporation, Experian Plc, Equifax, Inc., CoreLogic, Oracle Corporation (DataLogix), Moody’s Corporation, Epsilon, FICO, eBureau, Intellius, and LexisNexis.
Each of these players has been profiled in data brokers market report based on parameters such as company overview, financial overview, business strategies, product portfolio, business segments, and recent developments.
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Attribute |
Detail |
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Market Size Value in 2021 |
US$ 240.3 Bn |
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Market Forecast Value in 2031 |
US$ 462.4 Bn |
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Growth Rate (CAGR) |
6.8% |
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Forecast Period |
2022–2031 |
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Historical Data Available for |
2017–2020 |
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Quantitative Units |
US$ Bn for Value |
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Market Analysis |
Includes cross segment analysis at global as well as regional level. Furthermore, qualitative analysis includes drivers, restraints, opportunities, key trends, Porter’s Five Forces analysis, value chain analysis, and key trend analysis. |
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Competition Landscape |
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Format |
Electronic (PDF) + Excel |
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Market Segmentation |
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Regions Covered |
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Countries Covered |
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Companies Profiled |
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Customization Scope |
Available upon request |
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Pricing |
Available upon request |
The data brokers market stood at US$ 240.3 Bn in 2021
The data brokers market is estimated to advance at a growth rate of 6.8% during the forecast period
Expansion of business intelligence and rise in need for data brokers across various applications
Structured data is the largest data type segment of the data brokers market
North America is the dominant region for vendors in the data brokers market
Acxiom Corporation, Experian Plc, Equifax, Inc., CoreLogic, Oracle Corporation (DataLogix), Moody’s Corporation, Epsilon, FICO, eBureau, Intellius, and LexisNexis
1. Preface
1.1. Market Introduction
1.2. Market Segmentation
1.3. Key Research Objectives
2. Assumptions and Research Methodology
2.1. Research Methodology
2.1.1. List of Primary and Secondary Sources
2.2. Key Assumptions for Data Modelling
3. Executive Summary: Global Data Brokers Market
4. Market Overview
4.1. Market Definition
4.2. Technology/ Product Roadmap
4.3. Market Factor Analysis
4.3.1. Forecast Factors
4.3.2. Ecosystem/ Value Chain Analysis
4.3.3. Market Dynamics (Growth Influencers)
4.3.3.1. Drivers
4.3.3.2. Restraints
4.3.3.3. Opportunities
4.3.3.4. Impact Analysis of Drivers and Restraints
4.4. COVID-19 Impact Analysis
4.4.1. Impact of COVID-19 on Data Brokers Market
4.4.2. End-use Industry Sentiment Analysis: Comparative Analysis on Spending
4.4.2.1. Increase in Spending
4.4.2.2. Decrease in Spending
4.4.3. Short Term and Long Term Impact on the Market
4.5. Market Opportunity Assessment – by Region (North America/ Europe/ Asia Pacific/ Middle East & Africa/ South America)
4.5.1. By Data Type
4.5.2. By End-use Industry
5. Global Data Brokers Market Analysis and Forecast
5.1. Market Revenue Analysis (US$ Bn), 2016-2031
5.1.1. Historic Growth Trends, 2016-2021
5.1.2. Forecast Trends, 2022-2031
5.2. Pricing Model Analysis/ Price Trend Analysis
6. Global Data Brokers Market Analysis, by Data Type
6.1. Overview and Definitions
6.2. Key Segment Analysis
6.3. Data Brokers Market Size (US$ Bn) Forecast, by Data Type, 2018‒2031
6.3.1. Unstructured Data
6.3.2. Structured Data
6.3.3. Custom Structure Data
7. Global Data Brokers Market Analysis, by End-use Industry
7.1. Overview and Definitions
7.2. Key Segment Analysis
7.3. Data Brokers Market Size (US$ Bn) Forecast, by End-use Industry, 2018‒2031
7.3.1. BFSI
7.3.2. Retail & E-commerce
7.3.3. Healthcare
7.3.4. IT & Telecom
7.3.5. Media
7.3.6. Government
7.3.7. Others (Automotive, Logistics, etc.)
8. Global Data Brokers Market Analysis and Forecast, by Region
8.1. Key Findings
8.2. Market Size (US$ Bn) Forecast by Region, 2018-2031
8.2.1. North America
8.2.2. Europe
8.2.3. Asia Pacific
8.2.4. Middle East & Africa
8.2.5. South America
9. North America Data Brokers Market Analysis and Forecast
9.1. Regional Outlook
9.2. Data Brokers Market Size (US$ Bn) Analysis and Forecast, 2018‒2031
9.2.1. By Data Type
9.2.2. By End-use Industry
9.3. Data Brokers Market Size (US$ Bn) Forecast, by Country, 2018‒2031
9.3.1. U.S.
9.3.2. Canada
9.3.3. Mexico
10. Europe Data Brokers Market Analysis and Forecast
10.1. Regional Outlook
10.2. Data Brokers Market Size (US$ Bn) Analysis and Forecast, 2018‒2031
10.2.1. By Data Type
10.2.2. By End-use Industry
10.3. Data Brokers Market Size (US$ Bn) Forecast, by Country & Sub-region 2018‒2031
10.3.1. Germany
10.3.2. UK
10.3.3. France
10.3.4. Italy
10.3.5. Spain
10.3.6. Rest of Europe
11. Asia Pacific Data Brokers Market Analysis and Forecast
11.1. Regional Outlook
11.2. Data Brokers Market Size (US$ Bn) Analysis and Forecast, 2018‒2031
11.2.1. By Data Type
11.2.2. By End-use Industry
11.3. Data Brokers Market Size (US$ Bn) Forecast, by Country & Sub-region, 2018‒2031
11.3.1. China
11.3.2. India
11.3.3. Japan
11.3.4. ASEAN
11.3.5. Rest of Asia Pacific
12. Middle East & Africa Data Brokers Market Analysis and Forecast
12.1. Regional Outlook
12.2. Data Brokers Market Size (US$ Bn) Analysis and Forecast, 2018‒2031
12.2.1. By Data Type
12.2.2. By End-use Industry
12.3. Data Brokers Market Size (US$ Bn) Forecast, by Country & Sub-region, 2018‒2031
12.3.1. Saudi Arabia
12.3.2. UAE
12.3.3. South Africa
12.3.4. Rest of Middle East & Africa
13. South America Data Brokers Market Analysis and Forecast
13.1. Regional Outlook
13.2. Data Brokers Market Size (US$ Bn) Analysis and Forecast, 2018‒2031
13.2.1. By Data Type
13.2.2. By End-use Industry
13.3. Data Brokers Market Size (US$ Bn) Forecast, by Country & Sub-region, 2018‒2031
13.3.1. Brazil
13.3.2. Argentina
13.3.3. Rest of South America
14. Competition Landscape
14.1. Market Competition Matrix, by Leading Players
14.2. Market Revenue Share Analysis (%), by Leading Players (2021)
14.3. Competitive Scenario
14.3.1. List of Emerging, Prominent and Leading Players
14.3.2. Major Mergers & Acquisitions, Expansions, Partnership, Contacts, Deals, etc.
15. Company Profiles
15.1. Acxiom Corporation,
15.1.1. Business Overview
15.1.2. Company Revenue
15.1.3. Product Portfolio
15.1.4. Geographic Footprint
15.1.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation etc.
15.2. Experian Plc
15.2.1. Business Overview
15.2.2. Company Revenue
15.2.3. Product Portfolio
15.2.4. Geographic Footprint
15.2.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation etc.
15.3. Equifax, Inc.,
15.3.1. Business Overview
15.3.2. Company Revenue
15.3.3. Product Portfolio
15.3.4. Geographic Footprint
15.3.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation etc.
15.4. CoreLogic
15.4.1. Business Overview
15.4.2. Company Revenue
15.4.3. Product Portfolio
15.4.4. Geographic Footprint
15.4.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation etc.
15.5. Oracle Corporation (DataLogix)
15.5.1. Business Overview
15.5.2. Company Revenue
15.5.3. Product Portfolio
15.5.4. Geographic Footprint
15.5.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation etc.
15.6. Moody’s Corporation
15.6.1. Business Overview
15.6.2. Company Revenue
15.6.3. Product Portfolio
15.6.4. Geographic Footprint
15.6.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation etc.
15.7. Epsilon
15.7.1. Business Overview
15.7.2. Company Revenue
15.7.3. Product Portfolio
15.7.4. Geographic Footprint
15.7.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation etc.
15.8. FICO
15.8.1. Business Overview
15.8.2. Company Revenue
15.8.3. Product Portfolio
15.8.4. Geographic Footprint
15.8.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation etc.
15.9. eBureau
15.9.1. Business Overview
15.9.2. Company Revenue
15.9.3. Product Portfolio
15.9.4. Geographic Footprint
15.9.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation etc.
15.10. Intellius
15.10.1. Business Overview
15.10.2. Company Revenue
15.10.3. Product Portfolio
15.10.4. Geographic Footprint
15.10.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation etc.
15.11. LexisNexis
15.11.1. Business Overview
15.11.2. Company Revenue
15.11.3. Product Portfolio
15.11.4. Geographic Footprint
15.11.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation etc.
15.12. Others
16. Key Takeaways
List of Tables
Table 1: Acronyms Used Data Brokers Market
Table 2: North America Data Brokers Market Revenue Analysis, by Country, 2022 - 2031 (US$ Bn)
Table 3: Europe Data Brokers Market Revenue Analysis, by Country, 2022 - 2031 (US$ Bn)
Table 4: Asia Pacific Data Brokers Market Revenue Analysis, by Country, 2022 - 2031 (US$ Bn)
Table 5: Middle East & Africa Data Brokers Market Revenue Analysis, by Country, 2022 and 2031 (US$ Bn)
Table 6: South America Data Brokers Market Revenue Analysis, by Country, 2022 - 2031 (US$ Bn)
Table 7: Forecast Factors: Relevance and Impact
Table 8: Global Data Brokers Market Value (US$ Bn) Forecast, by Data Type, 2018 – 2031
Table 9: Global Data Brokers Market Value (US$ Bn) Forecast, by End-use Industry, 2018 – 2031
Table 10: Global Data Brokers Market Volume (US$ Bn) Forecast, by Region, 2018 – 2031
Table 11: North America Data Brokers Market Value (US$ Bn) Forecast, by Data Type, 2018 – 2031
Table 12: North America Data Brokers Market Value (US$ Bn) Forecast, by End-use Industry, 2018 – 2031
Table 13: North America Data Brokers Market Value (US$ Bn) Forecast, by Country, 2018‒2031
Table 14: U.S. Data Brokers Market Revenue CAGR Breakdown (%), by Growth Term
Table 15: Canada Data Brokers Market Revenue CAGR Breakdown (%), by Growth Term
Table 16: Mexico Data Brokers Market Revenue CAGR Breakdown (%), by Growth Term
Table 17: Europe Data Brokers Market Value (US$ Bn) Forecast, by Data Type, 2018 – 2031
Table 18: Europe Data Brokers Market Value (US$ Bn) Forecast, by End-use Industry, 2018 – 2031
Table 19: Europe Data Brokers Market Value (US$ Bn) Forecast, by Country, 2018 – 2031
Table 20: Germany Data Brokers Market Revenue CAGR Breakdown (%), by Growth Term
Table 21: U.K. Data Brokers Market Revenue CAGR Breakdown (%), by Growth Term
Table 22: France Data Brokers Market Revenue CAGR Breakdown (%), by Growth Term
Table 23: Spain Data Brokers Market Revenue CAGR Breakdown (%), by Growth Term
Table 24: Italy Data Brokers Market Revenue CAGR Breakdown (%), by Growth Term
Table 25: Asia Pacific Data Brokers Market Value (US$ Bn) Forecast, by Data Type, 2018 – 2031
Table 26: Asia Pacific Data Brokers Market Value (US$ Bn) Forecast, by End-use Industry, 2018 – 2031
Table 27: Asia Pacific Data Brokers Market Value (US$ Bn) Forecast, by Country & Sub-region, 2018 – 2031
Table 28: China Data Brokers Market Revenue CAGR Breakdown (%), by Growth Term
Table 29: India Data Brokers Market Revenue CAGR Breakdown (%), by Growth Term
Table 30: Japan Data Brokers Market Revenue CAGR Breakdown (%), by Growth Term
Table 31: ASEAN Data Brokers Market Revenue CAGR Breakdown (%), by Growth Term
Table 32: Middle East & Africa Data Brokers Market Value (US$ Bn) Forecast, by Data Type, 2018 – 2031
Table 33: Middle East & Africa Data Brokers Market Value (US$ Bn) Forecast, by End-use Industry, 2018 – 2031
Table 34: Middle East & Africa Data Brokers Market Value (US$ Bn) Forecast, by Country, 2018 – 2031
Table 35: Saudi Arabia Data Brokers Market Revenue CAGR Breakdown (%), by Growth Term
Table 36: United Arab Emirates Data Brokers Market Revenue CAGR Breakdown (%), by Growth Term
Table 37: South Africa Data Brokers Market Revenue CAGR Breakdown (%), by Growth Term
Table 38: South America Data Brokers Market Value (US$ Bn) Forecast, by End-use Industry, 2018 – 2031
Table 39: South America Data Brokers Market Value (US$ Bn) Forecast, by Country, 2018‒2031
Table 40: South America Data Brokers Market Value (US$ Bn) Forecast, by Country, 2018‒2031
Table 41: Brazil Emirates Data Brokers Market Revenue CAGR Breakdown (%), by Growth Term
Table 42: Argentina Data Brokers Market Revenue CAGR Breakdown (%), by Growth Term
Table 43: Mergers & Acquisitions, Expansions (1/3)
Table 44: Mergers & Acquisitions, Expansions (2/3)
Table 45: Mergers & Acquisitions, Expansions (3/3)
List of Figures
Figure 1: Global Data Brokers Market Size (US$ Bn) Forecast, 2018–2031
Figure 2: Global Data Brokers Market Revenue (US$ Bn) Opportunity Assessment, by Region, 2022E
Figure 3: Top Segment Analysis of Data Brokers Market
Figure 4: Global Data Brokers Market Revenue (US$ Bn) Opportunity Assessment, by Region, 2031F
Figure 5: Expansion of E-commerce Industry
Figure 6: Global Data Brokers Market Attractiveness Assessment, by Data Type
Figure 7: Global Data Brokers Market Attractiveness Assessment, by End-use Industry
Figure 8: Global Data Brokers Market Attractiveness Assessment, by Region
Figure 9: Global Data Brokers Market Revenue (US$ Bn) Historic Trends, 2016 - 2021
Figure 10: Global Data Brokers Market Revenue Opportunity (US$ Bn) Historic Trends, 2016 - 2021
Figure 11: Global Data Brokers Market Value Share Analysis, by Data Type, 2022
Figure 12: Global Data Brokers Market Value Share Analysis, by Data Type, 2031
Figure 13: Global Data Brokers Market Absolute Opportunity (US$ Bn), by Unstructured Data, 2022 – 2031
Figure 14: Global Data Brokers Market Absolute Opportunity (US$ Bn), by Structured Data , 2022 – 2031
Figure 15: Global Data Brokers Market Absolute Opportunity (US$ Bn), by Custom Structure Data, 2022 – 2031
Figure 16: Global Data Brokers Market Value Share Analysis, by End-use Industry, 2022
Figure 17: Global Data Brokers Market Value Share Analysis, by End-use Industry, 2031
Figure 18: Global Data Brokers Market Absolute Opportunity (US$ Bn), by BFSI, 2022 – 2031
Figure 19: Global Data Brokers Market Absolute Opportunity (US$ Bn), by Retail & E-Commerce, 2022 – 2031
Figure 20: Global Data Brokers Market Absolute Opportunity (US$ Bn), by Healthcare, 2022 – 2031
Figure 21: Global Data Brokers Market Absolute Opportunity (US$ Bn), by IT & Telecom, 2022 – 2031
Figure 22: Global Data Brokers Market Absolute Opportunity (US$ Bn), by Media , 2022 – 2031
Figure 23: Global Data Brokers Market Absolute Opportunity (US$ Bn), by Government, 2022 – 2031
Figure 24: Global Data Brokers Market Absolute Opportunity (US$ Bn), by Others, 2022 – 2031
Figure 25: Global Data Brokers Market Opportunity (US$ Bn), by Region
Figure 26: Global Data Brokers Market Opportunity Share (%), by Region, 2022–2031
Figure 27: Global Data Brokers Market Size (US$ Bn), by Region, 2022 & 2031
Figure 28: Global Data Brokers Market Value Share Analysis, by Region, 2022
Figure 29: Global Data Brokers Market Value Share Analysis, by Region, 2031
Figure 30: North America Data Brokers Market Absolute Opportunity (US$ Bn), 2022 – 2031
Figure 31: Europe Data Brokers Market Absolute Opportunity (US$ Bn), 2022 – 2031
Figure 32: Asia Pacific Data Brokers Market Absolute Opportunity (US$ Bn), 2022 – 2031
Figure 33: Middle East & Africa Data Brokers Market Absolute Opportunity (US$ Bn), 2022 – 2031
Figure 34: South America Data Brokers Market Absolute Opportunity (US$ Bn), 2022 – 2031
Figure 35: North America Data Brokers Market Revenue Opportunity Share, by Data Type
Figure 36: North America Data Brokers Market Revenue Opportunity Share, by Region
Figure 37: North America Data Brokers Market Revenue Opportunity Share, by End-use Industry
Figure 38: North America Data Brokers Market Value Share Analysis, by Data Type, 2022
Figure 39: North America Data Brokers Market Value Share Analysis, by Data Type, 2031
Figure 40: North America Data Brokers Market Absolute Opportunity (US$ Bn), by Unstructured Data, 2022 – 2031
Figure 41: North America Data Brokers Market Absolute Opportunity (US$ Bn), by Structured Data , 2022 – 2031
Figure 42: North America Data Brokers Market Absolute Opportunity (US$ Bn), by Custom Structure Data, 2022 – 2031
Figure 43: North America Data Brokers Market Value Share Analysis, by End-use Industry, 2022
Figure 44: North America Data Brokers Market Value Share Analysis, by End-use Industry, 2031
Figure 45: North America Data Brokers Market Absolute Opportunity (US$ Bn), by BFSI, 2022 – 2031
Figure 46: North America Data Brokers Market Absolute Opportunity (US$ Bn), by Retail & E-Commerce, 2022 – 2031
Figure 47: North America Data Brokers Market Absolute Opportunity (US$ Bn), by Healthcare, 2022 – 2031
Figure 48: North America Data Brokers Market Absolute Opportunity (US$ Bn), by IT & Telecom, 2022 – 2031
Figure 49: North America Data Brokers Market Absolute Opportunity (US$ Bn), by Media , 2022 – 2031
Figure 50: North America Data Brokers Market Absolute Opportunity (US$ Bn), by
Government, 2022 – 2031
Figure 51: North America Data Brokers Market Absolute Opportunity (US$ Bn), by Others, 2022 – 2031
Figure 52: North America Data Brokers Market Value Share Analysis, by Country, 2022
Figure 53: North America Data Brokers Market Value Share Analysis, by Country, 2031
Figure 54: U.S. Data Brokers Market Opportunity Growth Analysis (US$ Bn) Forecast, 2022 – 2031
Figure 55: Canada Data Brokers Market Opportunity Growth Analysis (US$ Bn) Forecast, 2022 – 2031
Figure 56: Mexico Data Brokers Market Opportunity Growth Analysis (US$ Bn) Forecast, 2022 – 2031
Figure 57: Europe Data Brokers Market Revenue Opportunity Share, by Data Type
Figure 58: Europe Data Brokers Market Revenue Opportunity Share, by Country
Figure 59: Europe Data Brokers Market Revenue Opportunity Share, by End-use Industry
Figure 60: Europe Data Brokers Market Value Share Analysis, by Data Type, 2022
Figure 61: Europe Data Brokers Market Value Share Analysis, by Data Type, 2031
Figure 62: Europe Data Brokers Market Absolute Opportunity (US$ Bn), by Unstructured Data, 2022 – 2031
Figure 63: Europe Data Brokers Market Absolute Opportunity (US$ Bn), by Structured Data , 2022 – 2031
Figure 64: Europe Data Brokers Market Absolute Opportunity (US$ Bn), by Custom Structure Data, 2022 – 2031
Figure 65: Europe Data Brokers Market Value Share Analysis, by End-use Industry, 2022
Figure 66: Europe Data Brokers Market Value Share Analysis, by End-use Industry, 2031
Figure 67: Europe Data Brokers Market Absolute Opportunity (US$ Bn), by BFSI, 2022 – 2031
Figure 68: Europe Data Brokers Market Absolute Opportunity (US$ Bn), by Retail & E-Commerce, 2022 – 2031
Figure 69: Europe Data Brokers Market Absolute Opportunity (US$ Bn), by Healthcare, 2022 – 2031
Figure 70: Europe Data Brokers Market Absolute Opportunity (US$ Bn), by IT & Telecom, 2022 – 2031
Figure 71: Europe Data Brokers Market Absolute Opportunity (US$ Bn), by Media , 2022 – 2031
Figure 72: Europe Data Brokers Market Absolute Opportunity (US$ Bn), by Government, 2022 – 2031
Figure 73: Europe Data Brokers Market Absolute Opportunity (US$ Bn), by Others, 2022 – 2031
Figure 74: Europe Data Brokers Market Value Share Analysis, by Country, 2022
Figure 75: Europe Data Brokers Market Value Share Analysis, by Country, 2031
Figure 76: Germany Data Brokers Market Opportunity Growth Analysis (US$ Bn) Forecast, 2022 – 2031
Figure 77: U.K. Data Brokers Market Opportunity Growth Analysis (US$ Bn) Forecast, 2022 – 2031
Figure 78: France Data Brokers Market Opportunity Growth Analysis (US$ Bn) Forecast, 2022 – 2031
Figure 79: Spain Data Brokers Market Opportunity Growth Analysis (US$ Bn) Forecast, 2022 – 2031
Figure 80: Italy Data Brokers Market Opportunity Growth Analysis (US$ Bn) Forecast, 2022 – 2031
Figure 81: Asia Pacific Data Brokers Market Revenue Opportunity Share, by Data Type
Figure 82: Asia Pacific Data Brokers Market Revenue Opportunity Share, by Country & Sub-region
Figure 83: Asia Pacific Data Brokers Market Revenue Opportunity Share, by End-use
Figure 84: Asia Pacific Data Brokers Market Value Share Analysis, by Data Type, 2022
Figure 85: Asia Pacific Data Brokers Market Value Share Analysis, by Data Type, 2031
Figure 86: Asia Pacific Data Brokers Market Absolute Opportunity (US$ Bn), by Unstructured Data, 2022 – 2031
Figure 87 Asia Pacific Data Brokers Market Absolute Opportunity (US$ Bn), by Structured Data , 2022 – 2031
Figure 88: Asia Pacific Data Brokers Market Absolute Opportunity (US$ Bn), by Custom Structure Data, 2022 – 2031
Figure 89: Asia Pacific Data Brokers Market Value Share Analysis, by End-use Industry, 2022
Figure 90: Asia Pacific Data Brokers Market Value Share Analysis, by End-use Industry, 2031
Figure 91: Asia Pacific Data Brokers Market Absolute Opportunity (US$ Bn), by BFSI, 2022 – 2031
Figure 92: Asia Pacific Data Brokers Market Absolute Opportunity (US$ Bn), by Retail & E-Commerce, 2022 – 2031
Figure 93: Asia Pacific Data Brokers Market Absolute Opportunity (US$ Bn), by Healthcare, 2022 – 2031
Figure 94: Asia Pacific Data Brokers Market Absolute Opportunity (US$ Bn), by IT & Telecom, 2022 – 2031
Figure 95: Asia Pacific Data Brokers Market Absolute Opportunity (US$ Bn), by Media, 2022 – 2031
Figure 96: Asia Pacific Data Brokers Market Absolute Opportunity (US$ Bn), by Government, 2022 – 2031
Figure 97: Asia Pacific Data Brokers Market Absolute Opportunity (US$ Bn), by Others, 2022 – 2031
Figure 98: Asia Pacific Data Brokers Market Value Share Analysis, by Country & Sub-region, 2022
Figure 99: Asia Pacific Data Brokers Market Value Share Analysis, by Country & Sub-region, 2031
Figure 100: China Data Brokers Market Opportunity Growth Analysis (US$ Bn) Forecast, 2022 – 2031
Figure 101: India Data Brokers Market Opportunity Growth Analysis (US$ Bn) Forecast, 2022 – 2031
Figure 102: Japan Data Brokers Market Opportunity Growth Analysis (US$ Bn) Forecast, 2022 – 2031
Figure 103: ASEAN Data Brokers Market Opportunity Growth Analysis (US$ Bn) Forecast, 2022 – 2031
Figure 104: Middle East & Africa Data Brokers Market Revenue Opportunity Share, by Data Type
Figure 105: Middle East & Africa Data Brokers Market Revenue Opportunity Share, by Country
Figure 106: Middle East & Africa Data Brokers Market Revenue Opportunity Share, by End-use Industry
Figure 107: Middle East & Africa Data Brokers Market Value Share Analysis, by Data Type, 2022
Figure 108: Middle East & Africa Data Brokers Market Value Share Analysis, by Data Type, 2031
Figure 109: Middle East & Africa Data Brokers Market Absolute Opportunity (US$ Bn), by Unstructured Data, 2022 – 2031
Figure 100: Middle East & Africa Data Brokers Market Absolute Opportunity (US$ Bn), by Structured Data , 2022 – 2031
Figure 101: Middle East & Africa Data Brokers Market Absolute Opportunity (US$ Bn), by Custom Structure Data, 2022 – 2031
Figure 102: Middle East & Africa Data Brokers Market Value Share Analysis, by End-use Industry, 2022
Figure 103: Middle East & Africa Data Brokers Market Value Share Analysis, by End-use Industry, 2031
Figure 104: Middle East & Africa Data Brokers Market Absolute Opportunity (US$ Bn), by BFSI, 2022 – 2031
Figure 105: Middle East & Africa Data Brokers Market Absolute Opportunity (US$ Bn), by Retail & E-Commerce, 2022 – 2031
Figure 106: Middle East & Africa Data Brokers Market Absolute Opportunity (US$ Bn), by Healthcare, 2022 – 2031
Figure 107: Middle East & Africa Data Brokers Market Absolute Opportunity (US$ Bn), by IT & Telecom, 2022 – 2031
Figure 108: Middle East & Africa Data Brokers Market Absolute Opportunity (US$ Bn), by Media, 2022 – 2031
Figure 109: Middle East & Africa Data Brokers Market Absolute Opportunity (US$ Bn), by Government, 2022 – 2031
Figure 110: Middle East & Africa Data Brokers Market Absolute Opportunity (US$ Bn), by Others, 2022 – 2031
Figure 111: Middle East & Africa Data Brokers Market Value Share Analysis, by Country, 2022
Figure 112: Middle East & Africa Data Brokers Market Value Share Analysis, by Country, 2031
Figure 113: Saudi Arabia Data Brokers Market Opportunity Growth Analysis (US$ Bn) Forecast, 2022 – 2031
Figure 114: United Arab Emirates Data Brokers Market Opportunity Growth Analysis (US$ Bn) Forecast, 2022 – 2031
Figure 115: South Africa Data Brokers Market Opportunity Growth Analysis (US$ Bn) Forecast, 2022 – 2031
Figure 116: South America Data Brokers Market Revenue Opportunity Share, by Data Type
Figure 117: South America Data Brokers Market Revenue Opportunity Share, by End-use Industry
Figure 118: South America Data Brokers Market Revenue Opportunity Share, by Country
Figure 119: South America Data Brokers Market Value Share Analysis, by Data Type, 2022
Figure 120: South America Data Brokers Market Value Share Analysis, by Data Type, 2031
Figure 121: South America Data Brokers Market Absolute Opportunity (US$ Bn), by Unstructured Data, 2022 – 2031
Figure 122: South America Data Brokers Market Absolute Opportunity (US$ Bn), by Structured Data , 2022 – 2031
Figure 123: South America Data Brokers Market Absolute Opportunity (US$ Bn), by Custom Structure Data, 2022 – 2031
Figure 124: South America Data Brokers Market Value Share Analysis, by End-use Industry, 2022
Figure 125: South America Data Brokers Market Value Share Analysis, by End-use Industry, 2031
Figure 126: South America Data Brokers Market Absolute Opportunity (US$ Bn), by BFSI, 2022 – 2031
Figure 127: South America Data Brokers Market Absolute Opportunity (US$ Bn), by Retail & E-Commerce, 2022 – 2031
Figure 128: South America Data Brokers Market Absolute Opportunity (US$ Bn), by Healthcare, 2022 – 2031
Figure 129: South America Data Brokers Market Absolute Opportunity (US$ Bn), by IT & Telecom, 2022 – 2031
Figure 130: South America Data Brokers Market Absolute Opportunity (US$ Bn), by Media, 2022 – 2031
Figure 131: South America Data Brokers Market Absolute Opportunity (US$ Bn), by Government, 2022 – 2031
Figure 132: South America Data Brokers Market Absolute Opportunity (US$ Bn), by Others, 2022 – 2031
Figure 133: South America Data Brokers Market Value Share Analysis, by Country, 2022
Figure 134: South America Data Brokers Market Value Share Analysis, by Country, 2031
Figure 135: South America Data Brokers Market Value Share Analysis, by Country, 2022
Figure 136: South America Data Brokers Market Value Share Analysis, by Country, 2031
Figure 137: Brazil Data Brokers Market Opportunity Growth Analysis (US$ Bn) Forecast, 2022 – 2031
Figure 138: Argentina Data Brokers Market Opportunity Growth Analysis (US$ Bn) Forecast, 2022 – 2031
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