Global Alternative Data Market: Industry Analysis and Forecast (2021-2027) by Data Type, Industry, End-user and Region.

Global Alternative Data Market size was valued at US$ 1.7 Bn. in 2020 and the total revenue is expected to grow at 58.3% through 2021 to 2027, reaching nearly US$ 42.4 Bn.

Global Alternative Data Market Overview:

The enormous increase in the sorts of alternative data sources over the previous decade has been a fundamental element in market growth. While online scraping and financial transactions are the most prevalent sources of alternative data (alt-data), newer sources such as mobile devices, social media, satellites, sensors, and Internet of Things-enabled devices are gaining traction. As a result, the businesses are actively increasing their offerings by collecting data from a variety of sources. Global Alternative Data Market To know about the Research Methodology :- Request Free Sample Report The report has covered the market trends from 2016 to forecast the market through 2027. 2020 is considered a base year. Special attention is given to 2020 and effect of lockdown on the demand and supply, and also the impact of lockdown for next two years on the market. Some companies have done well in lockdown also and specific strategic analysis of those companies is done in the report.

Global Alternative Data Market Dynamics:

Hedge funds' increasing desire for alternative data is likely to significantly increase industry growth. More than half of hedge fund managers now use alternative data to generate outperformance and assist risk management processes, giving them a competitive advantage. Hedge funds get alternate data from roughly 400 companies, which helps to drive market revenue. The usage of new technology and alternative forms of data obtained through technologies such as AI and machine learning is steadily increasing. Gone are the days when investment strategies were only dependent on traditional data methodologies, as investors have realized that these methods are insufficient to genuinely differentiate a portfolio and provide the alpha that investors require. Merchant Transaction Analysis, also known as Consumption Data Analysis, has recently been a hot topic in the alternative data arena. This type of data, which is directly linked to specific payments, clearly has a high potential to forecast firm revenue and overall success. It's no surprise, then, that it's in high demand. The issue is that it might be difficult to gain access to, particularly in international countries such as China. Rules such as the California Consumer Privacy Act (CCPA) and the General Data Protection Regulation (GDPR), as well as other privacy regulations, are putting pressure on alternative data sources. Data sources such as mobile devices, social media, and mobile app usage, for example, can conflict with consumer privacy concerns. Personal Identifiable Information (PII) must be totally removed from any dataset that the companies examine (PII). As a result, data providers' adherence to privacy policies is a critical aspect of their ability to stay in business.

Global Alternative Data Market Segment Analysis:

On the basis of data type, the global alternative data market is sub-segmented into Web Scraped Data, Email Receipts, Satellite & Weather Data, Credit & Debit Card Transactions, Social & Sentiment Data, Geo-location (Foot Traffic) Records, Web Traffic, Mobile Application Usage, and Other Data Types. The Credit & Debit Card Transactions segment held largest share of xx% in 2020. This is due to the strong demand for this type of data from investors, as well as the availability of various credit card transaction data providers. Because of the improved capabilities of data providers, such as sorting client expenditure data according on gender, age, seller, area, and other variables, this category is predicted to increase at the fastest rate from 2021 to 2027. Companies are merging transaction data with other types of data to reveal hidden insights into consumer purchasing habits, allowing investors to invest in profitable projects. The Social & Sentiment Data is the second dominant segment and it held xx% of the share in 2020. The rise can be attributed to the retail industry's growing interest in smartphone usage data. Retailers utilise this data to research how people interact with their e-commerce platforms. Furthermore, retailers are increasingly depending on social media sentiment data to acquire a better knowledge of consumer preferences across diverse demographics and locations. Geolocation (foot traffic) data from satellite photos is also becoming more common for analysing consumer store visits at specific times and days, and so establishing operational strategies for store operations. Global Alternative Data MarketOn the basis of industry, the global alternative data market is sub-segmented into IT & Telecommunications, Transportation & Logistics, Automotive, Real Estate & Construction, BFSI, Media & Entertainment, Retail, Other Industries, Energy, and Industrial. The BFSI is the dominant segment and it held largest share of xx% in 2020. Hedge funds, mutual funds, private equity funds, pension funds, unit trusts, and life insurance companies have all increased their demand for sophisticated data. These companies are aggressively pursuing alpha by utilising the hidden psychic abilities of data sources. From 2021 to 2027, the retail industry segment is expected to grow at a strong CAGR of 60.6 %. Energy, real estate, and construction, as well as transportation and logistics, are among the fastest-growing categories. The IT & Telecommunications segment is the second dominant segment and it held xx% of the share in 2020. Telecom firms face critical difficulties such as low bandwidth, dropped calls, and a weak network. As a result, operators are focusing more on using alternative data to improve services like asset monitoring, capacity planning, and preventative maintenance. Furthermore, for personalised advertisements and region-specific marketing tactics, these organizations use demographic data, social and sentiment data, and browser activity data.

Global Alternative Data Market Regional Insights:

North America held the largest share of xx% in 2020. Over the forecast period, the regional market is expected to continue its lead. The presence of several firms in the market, such as Adan, Detain, Eagle Alpha, M Science, and UBS Evidence Lab are linked to this. The country's early embrace of alt-data by several industrial verticals has resulted in a high market share. More than 70% of asset managers in the United States are now considering using non-traditional data, such as alternative data, in their investment process. Europe is the second dominant region and it held xx% of the share in 2020. Due to a large number of alternative assets under management (AUM). Private equity, hedge funds, real estate, and natural resources are among the asset classes that make up the majority of these assets. Asset management firms are increasingly relying on alternative data to develop profitable alpha-generating methods. Because investors are increasingly using data-driven research, the Asia Pacific region is likely to emerge as one of the fastest-growing regional marketplaces during the forecast period. Companies from growing economies such as India, Singapore, Thailand, and China are expected to benefit greatly from the regional market. Global Alternative Data MarketThe objective of the report is to present a comprehensive analysis of the global Alternative Data market to the stakeholders in the industry. The past and current status of the industry with the forecasted market size and trends are presented in the report with the analysis of complicated data in simple language. The report covers all the aspects of the industry with a dedicated study of key players that include market leaders, followers, and new entrants. PORTER, PESTEL analysis with the potential impact of micro-economic factors of the market have been presented in the report. External as well as internal factors that are supposed to affect the business positively or negatively have been analyzed, which will give a clear futuristic view of the industry to the decision-makers. The report also helps in understanding the global Alternative Data market dynamics, structure by analyzing the market segments and project the global Alternative Data market size. Clear representation of competitive analysis of key players by product, price, financial position, product portfolio, growth strategies, and regional presence in the global Alternative Data market make the report investor’s guide.

Global Alternative Data Market Scope: Inquire before buying

Global Alternative Data Market

Global Alternative Data Market, by Region

• North America • Europe • Asia Pacific • Middle East and Africa • South America

Global Alternative Data Market Key Players

• 1010Data • Advan • Dataminr • Earnest Research • M Science • Preqin • RavenPack • Thinknum Alternative Data • UBS Evidence Lab • YipitData • Nasdaq, Inc. • Eagle Alpha Ltd • 7Park Data Inc • Convergence Inc • Geotab Inc • Jumpshot • JWN Energy • Talkingdata

Frequently Asked Questions:

1. Which region has the largest share in Global Alternative Data Market? Ans: North America region holds the highest share in 2020. 2. What is the growth rate of Global Alternative Data Market? Ans: The Global Alternative Data Market is growing at a CAGR of 58.3 % during forecasting period 2021-2027. 3. What segments are covered in Global Alternative Data market? Ans: Global Alternative Data Market is segmented into data type, industry, end-user and region. 4. Who are the key players in Global Alternative Data market? Ans: The important key players in the Global Alternative Data Market are – 1010Data, Advan, Dataminr, Earnest Research, M Science, Preqin, RavenPack, Thinknum Alternative Data, UBS Evidence Lab, YipitData, Inc., Eagle Alpha Ltd, 7Park Data Inc, Convergence Inc, Geotab Inc, Jumpshot, JWN Energy, and Talkingdata. 5. What is the study period of this market? Ans: The Global Alternative Data Market is studied from 2020 to 2027.
1.Preface 1.1. Market Definition and Key Research Objectives 1.2. Research Highlights 2. Assumptions and Research Methodology 2.1. Report Assumptions 2.2. Abbreviations 2.3. Research Methodology 2.3.1. Secondary Research 2.3.1.1. Secondary data 2.3.1.2. Secondary Sources 2.3.2. Primary Research 2.3.2.1. Data from Primary Sources 2.3.2.2. Breakdown of Primary Sources 3. Executive Summary: Global Alternative Data Market Size, by Market Value (US$ Mn) 3.1. Global Market Segmentation 3.2. Global Market Segmentation Share Analysis, 2020 3.2.1. Global 3.2.2. By Region (North America, Europe, Asia Pacific, South America, Middle East Africa) 3.3. Geographical Snapshot of the Alternative Data Market 3.4. Geographical Snapshot of the Alternative Data Market, By Manufacturer share 4. Global Alternative Data Market Overview, 2020-2027 4.1. Market Dynamics 4.1.1. Drivers 4.1.1.1. Global 4.1.1.2. By Region (North America, Europe, Asia Pacific, South America, Middle East Africa) 4.1.2. Restraints 4.1.2.1. Global 4.1.2.2. By Region (North America, Europe, Asia Pacific, South America, Middle East Africa) 4.1.3. Opportunities 4.1.3.1. Global 4.1.3.2. By Region (North America, Europe, Asia Pacific, South America, Middle East Africa) 4.1.4. Challenges 4.1.4.1. Global 4.1.4.2. By Region (North America, Europe, Asia Pacific, South America, Middle East Africa) 4.1.5. Industry Trends and Emerging Technologies 4.1.6. Porters Five Forces Analysis 4.1.6.1. Threat of New Entrants 4.1.6.2. Bargaining Power of Buyers/Consumers 4.1.6.3. Bargaining Power of Suppliers 4.1.6.4. Threat of Substitute Products 4.1.6.5. Intensity of Competitive Rivalry 4.1.7. Value Chain Analysis 4.1.8. Technological Roadmap 4.1.9. Regulatory landscape 4.1.10. Impact of the Covid-19 Pandemic on the Global Alternative Data Market 5. Supply Side and Demand Side Indicators 6. Global Alternative Data Market Analysis and Forecast, 2020-2027 6.1. Global Alternative Data Market Size & Y-o-Y Growth Analysis. 7. Global Alternative Data Market Analysis and Forecasts, 2020-2027 7.1. Market Size (Value) Estimates & Forecast By Data Type, 2020-2027 7.1.1. Credit & Debit Card Transactions 7.1.2. Email Receipts 7.1.3. Geo-location (Foot Traffic) Records 7.1.4. Mobile Application Usage 7.1.5. Satellite & Weather Data 7.1.6. Social & Sentiment Data 7.1.7. Web Scraped Data 7.1.8. Web Traffic 7.1.9. Other Data Types 7.2. Market Size (Value) Estimates & Forecast By Industry, 2020-2027 7.2.1. Automotive 7.2.2. BFSI 7.2.3. Energy 7.2.4. Industrial 7.2.5. IT & Telecommunications 7.2.6. Media & Entertainment 7.2.7. Real Estate & Construction 7.2.8. Retail 7.2.9. Transportation & Logistics 7.2.10. Other Industries 7.3. Market Size (Value) Estimates & Forecast By End users, 2020-2027 7.3.1. Hedge Fund Operators 7.3.2. Investment Institutions 7.3.3. Retail Companies 8. Global Alternative Data Market Analysis and Forecasts, By Region 8.1. Market Size (Value) Estimates & Forecast By Region, 2020-2027 8.1.1. North America 8.1.2. Europe 8.1.3. Asia-Pacific 8.1.4. Middle East & Africa 8.1.5. South America 9. North America Alternative Data Market Analysis and Forecasts, 2020-2027 9.1. Market Size (Value) Estimates & Forecast By Data Type, 2020-2027 9.1.1. Credit & Debit Card Transactions 9.1.2. Email Receipts 9.1.3. Geo-location (Foot Traffic) Records 9.1.4. Mobile Application Usage 9.1.5. Satellite & Weather Data 9.1.6. Social & Sentiment Data 9.1.7. Web Scraped Data 9.1.8. Web Traffic 9.1.9. Other Data Types 9.2. Market Size (Value) Estimates & Forecast By Industry, 2020-2027 9.2.1. Automotive 9.2.2. BFSI 9.2.3. Energy 9.2.4. Industrial 9.2.5. IT & Telecommunications 9.2.6. Media & Entertainment 9.2.7. Real Estate & Construction 9.2.8. Retail 9.2.9. Transportation & Logistics 9.2.10. Other Industries 9.3. Market Size (Value) Estimates & Forecast By End users, 2020-2027 9.3.1. Hedge Fund Operators 9.3.2. Investment Institutions 9.3.3. Retail Companies 10. North America Alternative Data Market Analysis and Forecasts, By Country 10.1. Market Size (Value) Estimates & Forecast By Country, 2020-2027 10.1.1. US 10.1.2. Canada 10.1.3. Mexico 11. U.S. Alternative Data Market Analysis and Forecasts, 2020-2027 11.1. Market Size (Value) Estimates & Forecast By Data Type, 2020-2027 11.2. Market Size (Value) Estimates & Forecast By Industry, 2020-2027 11.3. Market Size (Value) Estimates & Forecast By End users, 2020-2027 12. Canada Alternative Data Market Analysis and Forecasts, 2020-2027 12.1. Market Size (Value) Estimates & Forecast By Data Type, 2020-2027 12.2. Market Size (Value) Estimates & Forecast By Industry, 2020-2027 12.3. Market Size (Value) Estimates & Forecast By End users, 2020-2027 13. Mexico Alternative Data Market Analysis and Forecasts, 2020-2027 13.1. Market Size (Value) Estimates & Forecast By Data Type, 2020-2027 13.2. Market Size (Value) Estimates & Forecast By Industry, 2020-2027 13.3. Market Size (Value) Estimates & Forecast By End users, 2020-2027 14. Europe Alternative Data Market Analysis and Forecasts, 2020-2027 14.1. Market Size (Value) Estimates & Forecast By Data Type, 2020-2027 14.2. Market Size (Value) Estimates & Forecast By Industry, 2020-2027 14.3. Market Size (Value) Estimates & Forecast By End users, 2020-2027 15. Europe Alternative Data Market Analysis and Forecasts, By Country 15.1. Market Size (Value) Estimates & Forecast By Country, 2020-2027 15.1.1. U.K 15.1.2. France 15.1.3. Germany 15.1.4. Italy 15.1.5. Spain 15.1.6. Sweden 15.1.7. CIS Countries 15.1.8. Rest of Europe 16. U.K. Alternative Data Market Analysis and Forecasts, 2020-2027 16.1. Market Size (Value) Estimates & Forecast By Data Type, 2020-2027 16.2. Market Size (Value) Estimates & Forecast By Industry, 2020-2027 16.3. Market Size (Value) Estimates & Forecast By End users, 2020-2027 17. France Alternative Data Market Analysis and Forecasts, 2020-2027 17.1. Market Size (Value) Estimates & Forecast By Data Type, 2020-2027 17.2. Market Size (Value) Estimates & Forecast By Industry, 2020-2027 17.3. Market Size (Value) Estimates & Forecast By End users, 2020-2027 18. Germany Alternative Data Market Analysis and Forecasts, 2020-2027 18.1. Market Size (Value) Estimates & Forecast By Data Type, 2020-2027 18.2. Market Size (Value) Estimates & Forecast By Industry, 2020-2027 18.3. Market Size (Value) Estimates & Forecast By End users, 2020-2027 19. Italy Alternative Data Market Analysis and Forecasts, 2020-2027 19.1. Market Size (Value) Estimates & Forecast By Data Type, 2020-2027 19.2. Market Size (Value) Estimates & Forecast By Industry, 2020-2027 19.3. Market Size (Value) Estimates & Forecast By End users, 2020-2027 20. Spain Alternative Data Market Analysis and Forecasts, 2020-2027 20.1. Market Size (Value) Estimates & Forecast By Data Type, 2020-2027 20.2. Market Size (Value) Estimates & Forecast By Industry, 2020-2027 20.3. Market Size (Value) Estimates & Forecast By End users, 2020-2027 21. Sweden Alternative Data Market Analysis and Forecasts, 2020-2027 21.1. Market Size (Value) Estimates & Forecast By Data Type, 2020-2027 21.2. Market Size (Value) Estimates & Forecast By Industry, 2020-2027 21.3. Market Size (Value) Estimates & Forecast By End users, 2020-2027 22. CIS Countries Alternative Data Market Analysis and Forecasts, 2020-2027 22.1. Market Size (Value) Estimates & Forecast By Data Type, 2020-2027 22.2. Market Size (Value) Estimates & Forecast By Industry, 2020-2027 22.3. Market Size (Value) Estimates & Forecast By End users, 2020-2027 23. Rest of Europe Alternative Data Market Analysis and Forecasts, 2020-2027 23.1. Market Size (Value) Estimates & Forecast By Data Type, 2020-2027 23.2. Market Size (Value) Estimates & Forecast By Industry, 2020-2027 23.3. Market Size (Value) Estimates & Forecast By End users, 2020-2027 24. Asia Pacific Alternative Data Market Analysis and Forecasts, 2020-2027 24.1. Market Size (Value) Estimates & Forecast By Data Type, 2020-2027 24.2. Market Size (Value) Estimates & Forecast By Industry, 2020-2027 24.3. Market Size (Value) Estimates & Forecast By End users, 2020-2027 25. Asia Pacific Alternative Data Market Analysis and Forecasts, by Country 25.1. Market Size (Value) Estimates & Forecast By Country, 2020-2027 25.1.1. China 25.1.2. India 25.1.3. Japan 25.1.4. South Korea 25.1.5. Australia 25.1.6. ASEAN 25.1.7. Rest of Asia Pacific 26. China Alternative Data Market Analysis and Forecasts, 2020-2027 26.1. Market Size (Value) Estimates & Forecast By Data Type, 2020-2027 26.2. Market Size (Value) Estimates & Forecast By Industry, 2020-2027 26.3. Market Size (Value) Estimates & Forecast By End users, 2020-2027 27. India Alternative Data Market Analysis and Forecasts, 2020-2027 27.1. Market Size (Value) Estimates & Forecast By Data Type, 2020-2027 27.2. Market Size (Value) Estimates & Forecast By Industry, 2020-2027 27.3. Market Size (Value) Estimates & Forecast By End users, 2020-2027 28. Japan Alternative Data Market Analysis and Forecasts, 2020-2027 28.1. Market Size (Value) Estimates & Forecast By Data Type, 2020-2027 28.2. Market Size (Value) Estimates & Forecast By Industry, 2020-2027 28.3. Market Size (Value) Estimates & Forecast By End users, 2020-2027 29. South Korea Alternative Data Market Analysis and Forecasts, 2020-2027 29.1. Market Size (Value) Estimates & Forecast By Data Type, 2020-2027 29.2. Market Size (Value) Estimates & Forecast By Industry, 2020-2027 29.3. Market Size (Value) Estimates & Forecast By End users, 2020-2027 30. Australia Alternative Data Market Analysis and Forecasts, 2020-2027 30.1. Market Size (Value) Estimates & Forecast By Data Type, 2020-2027 30.2. Market Size (Value) Estimates & Forecast By Industry, 2020-2027 30.3. Market Size (Value) Estimates & Forecast By End users, 2020-2027 31. ASEAN Alternative Data Market Analysis and Forecasts, 2020-2027 31.1. Market Size (Value) Estimates & Forecast By Data Type, 2020-2027 31.2. Market Size (Value) Estimates & Forecast By Industry, 2020-2027 31.3. Market Size (Value) Estimates & Forecast By End users, 2020-2027 32. Rest of Asia Pacific Alternative Data Market Analysis and Forecasts, 2020-2027 32.1. Market Size (Value) Estimates & Forecast By Data Type, 2020-2027 32.2. Market Size (Value) Estimates & Forecast By Industry, 2020-2027 32.3. Market Size (Value) Estimates & Forecast By End users, 2020-2027 33. Middle East Africa Alternative Data Market Analysis and Forecasts, 2020-2027 33.1. Market Size (Value) Estimates & Forecast By Data Type, 2020-2027 33.2. Market Size (Value) Estimates & Forecast By Industry, 2020-2027 33.3. Market Size (Value) Estimates & Forecast By End users, 2020-2027 34. Middle East Africa Alternative Data Market Analysis and Forecasts, by Country 34.1. Market Size (Value) Estimates & Forecast by Country, 2020-2027 34.1.1. South Africa 34.1.2. GCC Countries 34.1.3. Egypt 34.1.4. Nigeria 34.1.5. Rest of ME&A 35. South Africa Alternative Data Market Analysis and Forecasts, 2020-2027 35.1. Market Size (Value) Estimates & Forecast By Data Type, 2020-2027 35.2. Market Size (Value) Estimates & Forecast By Industry, 2020-2027 35.3. Market Size (Value) Estimates & Forecast By End users, 2020-2027 36. GCC Countries Alternative Data Market Analysis and Forecasts, 2020-2027 36.1. Market Size (Value) Estimates & Forecast By Data Type, 2020-2027 36.2. Market Size (Value) Estimates & Forecast By Industry, 2020-2027 36.3. Market Size (Value) Estimates & Forecast By End users, 2020-2027 37. Egypt Alternative Data Market Analysis and Forecasts, 2020-2027 37.1. Market Size (Value) Estimates & Forecast By Data Type, 2020-2027 37.2. Market Size (Value) Estimates & Forecast By Industry, 2020-2027 37.3. Market Size (Value) Estimates & Forecast By End users, 2020-2027 38. Nigeria Alternative Data Market Analysis and Forecasts, 2020-2027 38.1. Market Size (Value) Estimates & Forecast By Data Type, 2020-2027 38.2. Market Size (Value) Estimates & Forecast By Industry, 2020-2027 38.3. Market Size (Value) Estimates & Forecast By End users, 2020-2027 39. Rest of ME&A Alternative Data Market Analysis and Forecasts, 2020-2027 39.1. Market Size (Value) Estimates & Forecast By Data Type, 2020-2027 39.2. Market Size (Value) Estimates & Forecast By Industry, 2020-2027 39.3. Market Size (Value) Estimates & Forecast By End users, 2020-2027 40. South America Alternative Data Market Analysis and Forecasts, 2020-2027 40.1. Market Size (Value) Estimates & Forecast By Data Type, 2020-2027 40.2. Market Size (Value) Estimates & Forecast By Industry, 2020-2027 40.3. Market Size (Value) Estimates & Forecast By End users, 2020-2027 41. South America Alternative Data Market Analysis and Forecasts, by Country 41.1. Market Size (Value) Estimates & Forecast by Country, 2020-2027 41.1.1. Brazil 41.1.2. Argentina 41.1.3. Rest of South America 42. Brazil Alternative Data Market Analysis and Forecasts, 2020-2027 42.1. Market Size (Value) Estimates & Forecast By Data Type, 2020-2027 42.2. Market Size (Value) Estimates & Forecast By Industry, 2020-2027 42.3. Market Size (Value) Estimates & Forecast By End users, 2020-2027 43. Argentina Alternative Data Market Analysis and Forecasts, 2020-2027 43.1. Market Size (Value) Estimates & Forecast By Data Type, 2020-2027 43.2. Market Size (Value) Estimates & Forecast By Industry, 2020-2027 43.3. Market Size (Value) Estimates & Forecast By End users, 2020-2027 44. Rest of South America Alternative Data Market Analysis and Forecasts, 2020-2027 44.1. Market Size (Value) Estimates & Forecast By Data Type, 2020-2027 44.2. Market Size (Value) Estimates & Forecast By Industry, 2020-2027 44.3. Market Size (Value) Estimates & Forecast By End users, 2020-2027 45. Competitive Landscape 45.1. Geographic Footprint of Major Players in the Global Alternative Data Market 45.2. Competition Matrix 45.2.1. Competitive Benchmarking of Key Players By Price, Presence, Market Share, Applications and R&D Investment 45.2.2. New Product Launches and Product Enhancements 45.2.3. Market Consolidation 45.2.3.1. M&A by Regions, Investment and Verticals 45.2.3.2. M&A, Forward Integration and Backward Integration 45.2.3.3. Partnership, Joint Ventures and Strategic Alliances/ Sales Agreements 45.3. Company Profile : Key Players 45.3.1. 1010Data 45.3.1.1. Company Overview 45.3.1.2. Financial Overview 45.3.1.3. Geographic Footprint 45.3.1.4. Product Portfolio 45.3.1.5. Business Strategy 45.3.1.6. Recent Developments 45.3.2. Advan 45.3.3. Dataminr 45.3.4. Earnest Research 45.3.5. M Science 45.3.6. Preqin 45.3.7. RavenPack 45.3.8. Thinknum Alternative Data 45.3.9. UBS Evidence Lab 45.3.10. YipitData 45.3.11. Eagle Alpha Ltd 45.3.12. 7Park Data Inc 45.3.13. Convergence Inc 45.3.14. Geotab Inc 45.3.15. Jumpshot 45.3.16. JWN Energy 45.3.17. Talkingdata 46. Primary Key Insights

About This Report

Report ID 119014
Category Information Technology & Telecommunication
Published Date Sep 2021
Updated Date
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