Global Alternative Data Market: Analysis By Type (Credit & Debit Card Transactions, Social & Sentiment Data, Web Scraped Data, Web Traffic, Mobile Application Usage, Satellite & Weather Data, Geo-location Records, Email Receipts and Other Data Types), By Industry (BFSI, IT &, Telecommunication, Retail, Automotive & Transport, Media & Entertainment, Energy, Industrial and Others), By End User (Hedge Fund Operators, Investment Institutions, Retail Companies and Other), By Region Size and Trends with Impact of COVID-19 and Forecast up to 2029
Alternative data encompasses information collected from unconventional sources beyond the standard financial metrics utilized in the analysis. It spans various non-traditional datasets, including but not limited to social media activity, satellite imagery, web scraping, and sensor data. This diverse range of sources offers unique insights into market dynamics, consumer behavior, and company performance, supplementing traditional financial data sources like balance sheets and income statements. Alternative data is increasingly recognized for its ability to provide early signals of trends, uncover hidden correlations, and enhance predictive models, empowering investors, analysts, and decision-makers to gain a more comprehensive understanding of complex systems and make more informed decisions. The global alternative data market value stood at US$6.97 billion in 2023 and is expected to reach US$88.92 billion by 2029.
The global alternative data market continues to expand steadily, propelled by a multitude of factors. The proliferation of credit and debit card transaction data providers has significantly enriched the available datasets, offering valuable insights into consumer behavior and economic trends. Concurrently, rising demand from hedge fund managers and institutional investors underscores the growing recognition of alternative data's value in enhancing investment strategies and mitigating risks. Additionally, the surge in data-driven decision-making across industries, driven by growing digitalization, fosters the adoption of alternative data solutions for informed decision-making. Government initiatives and regulatory environments further support market growth by promoting data transparency and entrepreneurship. The integration of unstructured data, globalization of markets, and increasing penetration in sectors like automotive and BFSI also contribute to the market's expansion, reflecting the diverse applications and increasing relevance of alternative data across various domains. The market is expected to grow at a CAGR of 52.87% over the projected period of 2024-2029.
Market Segmentation Analysis:
By Type: The report provides a bifurcation of the global alternative data market into nine segments namely, Credit & Debit Card Transactions, Social & Sentiment Data, Web Scraped Data, Web Traffic, Mobile Application Usage, Satellite & Weather Data, Geo-location Records, Email Receipts and Other Data Types. The Credit & Debit Card Transactions segment held the highest share in the market and is expected to be the fastest-growing segment in the forecasted period. Firstly, the proliferation of electronic payment methods has significantly increased the volume and granularity of transactional data. Secondly, advancements in data analytics technologies enable more sophisticated analysis of this data, unlocking valuable insights for various industries. Additionally, the growing acceptance of cashless transactions worldwide further boosts the relevance and demand for credit and debit card transaction data. As a result, this segment is expected to maintain its rapid growth trajectory, driven by the continuous expansion of digital payment systems and the increasing integration of alternative data in decision-making processes.
By Industry: The report provides a bifurcation of the global alternative data market into eight segments namely, BFSI, IT & Telecommunication, Retail, Automotive & Transport, Media & Entertainment, Energy, Industrial, and Others. The BFSI segment held the highest share in the market and is expected to be the fastest-growing segment in the forecasted period. Firstly, the BFSI industry heavily relies on data-driven decision-making, making alternative data invaluable for risk assessment, fraud detection, and customer segmentation. Secondly, regulatory changes and increasing competition drive the need for more advanced analytics and insights. Thirdly, the sector's digital transformation encourages the adoption of alternative data to gain a competitive edge and improve operational efficiency. As a result, the BFSI segment is expected to maintain its rapid growth, fueled by the continuous demand for innovative data solutions in the finance industry.
By End User: The report provides the bifurcation of the global alternative data market into four segments namely, Hedge Fund Operators, Investment Institutions, Retail Companies, and Other. The Hedge Fund Operators held the highest share in the market. The dominance of Hedge Fund Operators in the global alternative data market can be attributed to their high demand for unique datasets to gain a competitive advantage in investment strategies. They heavily rely on alternative data for market sentiment analysis, trend spotting, and risk mitigation. On the other hand, Retail Companies is expected to be the fastest-growing segment in the forecasted period, due to increasing awareness of alternative data's value among retailers for customer analytics, demand forecasting, and inventory management. As retail becomes more data-driven, the demand for alternative data solutions in this segment is expected to surge, driving its rapid growth in the forecasted period.
By Region: The report bifurcates the global alternative data market into five regions namely, North America, Europe, Asia Pacific, Middle East and Africa, and Latin America. North America is the largest region of the alternative data market and presents a promising landscape. Notably, countries like the US, Canada, and Mexico contribute significantly to this market, each shaped by unique elements shaping their alternative data realm. In the US, the alternative data market thrives due to a combination of factors. The country's robust technological infrastructure and widespread adoption of digital platforms generate vast amounts of diverse data sources.
Additionally, a mature financial sector and a highly competitive landscape drive the demand for innovative data solutions among hedge funds, investment institutions, and corporations. Regulatory frameworks promoting data transparency and entrepreneurship further bolster the market. In Canada, while smaller in scale, similar trends emerge with growing adoption among financial institutions and corporations. In Mexico, the market is in its nascent stage but shows potential, fueled by increasing digitalization and a growing interest from investors and businesses.
The Asia Pacific emerges as the fastest-growing region in the alternative data sector, fueled by several key factors. Robust economic growth and widespread digital transformation drive exponential data generation across industries. The adoption of advanced technologies like IoT, AI, and big data analytics amplifies the demand for alternative data solutions. Expanding financial markets and escalating investment activities, especially in emerging economies such as China and India, further accelerate market growth. In China, the sector thrives due to its vast population and dynamic digital ecosystem, attracting both domestic and international investors. India experiences burgeoning growth in tandem with rapid digitalization and a thriving startup landscape, offering ample opportunities for alternative data providers across sectors. Japan, with its mature economy and technological prowess, witnesses significant adoption of alternative data solutions driven by its established financial industry and innovation culture. Overall, the Asia Pacific's dynamic economies, technological advancements, and growing awareness of the value of alternative data propel it as the fastest-growing region in the sector.
Global Alternative data Market Dynamics:
Growth Drivers: The global alternative data market has been rapidly growing over the past few years due to numerous growth drivers such as proliferation of credit and debit card transaction data providers, rising demand from hedge funds managers, growing digitalization, surge in data-driven decision-making, government initiatives and regulatory environment, integration of unstructured data, globalization of markets, real-time insights, and many other factors. The rising demand from hedge fund managers is propelled by their quest for unique datasets to gain competitive advantages in investment strategies. They leverage alternative data to gain deeper insights into market sentiment, industry trends, and individual company performance, seeking alpha and minimizing risks. Additionally, growing digitalization across industries accelerates the adoption of alternative data solutions, as businesses leverage digital platforms and technologies to generate vast amounts of diverse data. These trends signify a broader shift towards data-driven approaches in decision-making, where alternative data plays a pivotal role in providing actionable insights for hedge funds, institutional investors, and businesses alike, driving the rapid growth of the global alternative data market.
Challenges: However, the market growth would be negatively impacted by various challenges such as lack of expert personnel, lack of data accuracy, etc. One significant challenge facing the alternative data market is the issue of data accuracy. Despite the wealth of available data, ensuring its reliability and accuracy remains a concern. Inaccurate or unreliable data can lead to flawed insights and erroneous decision-making, undermining the value proposition of alternative data solutions. Addressing this challenge requires robust data validation processes, quality control measures, and continuous monitoring to maintain data accuracy and integrity.
Trends: The market is projected to grow at a fast pace during the forecasted period, due to market trends internet penetration and 5G adoption, penetration of internet of things (IOT), advancements in AI, ML, and NLP, expansion of emerging data sources, emergence of generative AI, growing interest in stock market trading, rise of ESG alternative data, etc. The global alternative data market is transforming with Advancements in AI, ML, and NLP are revolutionizing the alternative data landscape, enabling more sophisticated analysis and interpretation of vast datasets. These technologies empower businesses to extract actionable insights from unstructured data sources like social media, news articles, and customer reviews, enhancing decision-making processes. Additionally, the rise of ESG (Environmental, Social, and Governance) alternative data reflects a growing emphasis on sustainability and ethical considerations in investment strategies. These trends collectively underscore the transformative potential of advanced technologies in shaping the future of the alternative data landscape.
Impact Analysis of COVID-19 and Way Forward:
The COVID-19 pandemic profoundly impacted the alternative data market, both during and after its onset. Initially, the crisis spurred heightened demand for real-time insights as businesses sought to navigate unprecedented disruptions. Alternative data, such as mobility trends and consumer behavior shifts, became invaluable for risk assessment and scenario planning. Post-COVID, the market continues to evolve with a focus on resilience and adaptability. There's a growing emphasis on data sources that capture emerging trends, remote work patterns, and healthcare-related indicators. Additionally, the pandemic accelerated digital transformation, fostering innovation in data analytics and AI-driven solutions. As businesses embrace a more data-driven approach to decision-making, the alternative data market is poised for sustained growth and further integration into mainstream strategies.
Competitive Landscape and Recent Developments:
The global alternative data market is fragmented, with an increasing number of large and medium-sized players accounting for the majority of the market revenue, and the presence of a substantial number of regional market players with limited business offerings and customer base.
The key players in the global alternative data market are:
Factset Research Systems Inc.
Jefferies Financial Group Inc. (M Science)
London Stock Exchange Group Plc (LSEG Data & Analytics)
Nasdaq, Inc.
SymphonyAI, LLC (1010data, Inc.)
Thinknum Alternative Data
Dataminr, Inc.
RavenPack International SL
Preqin Ltd.
Advan Research Corporation
Eagle Alpha Ltd.
Earnest Analytics
YipitData Inc.
Some of the strategies among key players in the market are new launch, mergers, acquisitions, and collaborations. For instance, On February 20, 2024, Preqin had announced a partnership to equip investment professionals with asset-level impact data. This collaboration aimed to address the scarcity of credible ESG and impact data in opaque alternative markets. On July 24, 2023, RavenPack announced the integration of data and knowledge graph with Snowflake, the Data Cloud company. This collaboration empowered customers to access RavenPack's news, social media, and job datasets seamlessly on Snowflake's platform. ?
The global alternative data market continues to expand steadily, propelled by a multitude of factors. The proliferation of credit and debit card transaction data providers has significantly enriched the available datasets, offering valuable insights into consumer behavior and economic trends. Concurrently, rising demand from hedge fund managers and institutional investors underscores the growing recognition of alternative data's value in enhancing investment strategies and mitigating risks. Additionally, the surge in data-driven decision-making across industries, driven by growing digitalization, fosters the adoption of alternative data solutions for informed decision-making. Government initiatives and regulatory environments further support market growth by promoting data transparency and entrepreneurship. The integration of unstructured data, globalization of markets, and increasing penetration in sectors like automotive and BFSI also contribute to the market's expansion, reflecting the diverse applications and increasing relevance of alternative data across various domains. The market is expected to grow at a CAGR of 52.87% over the projected period of 2024-2029.
Market Segmentation Analysis:
By Type: The report provides a bifurcation of the global alternative data market into nine segments namely, Credit & Debit Card Transactions, Social & Sentiment Data, Web Scraped Data, Web Traffic, Mobile Application Usage, Satellite & Weather Data, Geo-location Records, Email Receipts and Other Data Types. The Credit & Debit Card Transactions segment held the highest share in the market and is expected to be the fastest-growing segment in the forecasted period. Firstly, the proliferation of electronic payment methods has significantly increased the volume and granularity of transactional data. Secondly, advancements in data analytics technologies enable more sophisticated analysis of this data, unlocking valuable insights for various industries. Additionally, the growing acceptance of cashless transactions worldwide further boosts the relevance and demand for credit and debit card transaction data. As a result, this segment is expected to maintain its rapid growth trajectory, driven by the continuous expansion of digital payment systems and the increasing integration of alternative data in decision-making processes.
By Industry: The report provides a bifurcation of the global alternative data market into eight segments namely, BFSI, IT & Telecommunication, Retail, Automotive & Transport, Media & Entertainment, Energy, Industrial, and Others. The BFSI segment held the highest share in the market and is expected to be the fastest-growing segment in the forecasted period. Firstly, the BFSI industry heavily relies on data-driven decision-making, making alternative data invaluable for risk assessment, fraud detection, and customer segmentation. Secondly, regulatory changes and increasing competition drive the need for more advanced analytics and insights. Thirdly, the sector's digital transformation encourages the adoption of alternative data to gain a competitive edge and improve operational efficiency. As a result, the BFSI segment is expected to maintain its rapid growth, fueled by the continuous demand for innovative data solutions in the finance industry.
By End User: The report provides the bifurcation of the global alternative data market into four segments namely, Hedge Fund Operators, Investment Institutions, Retail Companies, and Other. The Hedge Fund Operators held the highest share in the market. The dominance of Hedge Fund Operators in the global alternative data market can be attributed to their high demand for unique datasets to gain a competitive advantage in investment strategies. They heavily rely on alternative data for market sentiment analysis, trend spotting, and risk mitigation. On the other hand, Retail Companies is expected to be the fastest-growing segment in the forecasted period, due to increasing awareness of alternative data's value among retailers for customer analytics, demand forecasting, and inventory management. As retail becomes more data-driven, the demand for alternative data solutions in this segment is expected to surge, driving its rapid growth in the forecasted period.
By Region: The report bifurcates the global alternative data market into five regions namely, North America, Europe, Asia Pacific, Middle East and Africa, and Latin America. North America is the largest region of the alternative data market and presents a promising landscape. Notably, countries like the US, Canada, and Mexico contribute significantly to this market, each shaped by unique elements shaping their alternative data realm. In the US, the alternative data market thrives due to a combination of factors. The country's robust technological infrastructure and widespread adoption of digital platforms generate vast amounts of diverse data sources.
Additionally, a mature financial sector and a highly competitive landscape drive the demand for innovative data solutions among hedge funds, investment institutions, and corporations. Regulatory frameworks promoting data transparency and entrepreneurship further bolster the market. In Canada, while smaller in scale, similar trends emerge with growing adoption among financial institutions and corporations. In Mexico, the market is in its nascent stage but shows potential, fueled by increasing digitalization and a growing interest from investors and businesses.
The Asia Pacific emerges as the fastest-growing region in the alternative data sector, fueled by several key factors. Robust economic growth and widespread digital transformation drive exponential data generation across industries. The adoption of advanced technologies like IoT, AI, and big data analytics amplifies the demand for alternative data solutions. Expanding financial markets and escalating investment activities, especially in emerging economies such as China and India, further accelerate market growth. In China, the sector thrives due to its vast population and dynamic digital ecosystem, attracting both domestic and international investors. India experiences burgeoning growth in tandem with rapid digitalization and a thriving startup landscape, offering ample opportunities for alternative data providers across sectors. Japan, with its mature economy and technological prowess, witnesses significant adoption of alternative data solutions driven by its established financial industry and innovation culture. Overall, the Asia Pacific's dynamic economies, technological advancements, and growing awareness of the value of alternative data propel it as the fastest-growing region in the sector.
Global Alternative data Market Dynamics:
Growth Drivers: The global alternative data market has been rapidly growing over the past few years due to numerous growth drivers such as proliferation of credit and debit card transaction data providers, rising demand from hedge funds managers, growing digitalization, surge in data-driven decision-making, government initiatives and regulatory environment, integration of unstructured data, globalization of markets, real-time insights, and many other factors. The rising demand from hedge fund managers is propelled by their quest for unique datasets to gain competitive advantages in investment strategies. They leverage alternative data to gain deeper insights into market sentiment, industry trends, and individual company performance, seeking alpha and minimizing risks. Additionally, growing digitalization across industries accelerates the adoption of alternative data solutions, as businesses leverage digital platforms and technologies to generate vast amounts of diverse data. These trends signify a broader shift towards data-driven approaches in decision-making, where alternative data plays a pivotal role in providing actionable insights for hedge funds, institutional investors, and businesses alike, driving the rapid growth of the global alternative data market.
Challenges: However, the market growth would be negatively impacted by various challenges such as lack of expert personnel, lack of data accuracy, etc. One significant challenge facing the alternative data market is the issue of data accuracy. Despite the wealth of available data, ensuring its reliability and accuracy remains a concern. Inaccurate or unreliable data can lead to flawed insights and erroneous decision-making, undermining the value proposition of alternative data solutions. Addressing this challenge requires robust data validation processes, quality control measures, and continuous monitoring to maintain data accuracy and integrity.
Trends: The market is projected to grow at a fast pace during the forecasted period, due to market trends internet penetration and 5G adoption, penetration of internet of things (IOT), advancements in AI, ML, and NLP, expansion of emerging data sources, emergence of generative AI, growing interest in stock market trading, rise of ESG alternative data, etc. The global alternative data market is transforming with Advancements in AI, ML, and NLP are revolutionizing the alternative data landscape, enabling more sophisticated analysis and interpretation of vast datasets. These technologies empower businesses to extract actionable insights from unstructured data sources like social media, news articles, and customer reviews, enhancing decision-making processes. Additionally, the rise of ESG (Environmental, Social, and Governance) alternative data reflects a growing emphasis on sustainability and ethical considerations in investment strategies. These trends collectively underscore the transformative potential of advanced technologies in shaping the future of the alternative data landscape.
Impact Analysis of COVID-19 and Way Forward:
The COVID-19 pandemic profoundly impacted the alternative data market, both during and after its onset. Initially, the crisis spurred heightened demand for real-time insights as businesses sought to navigate unprecedented disruptions. Alternative data, such as mobility trends and consumer behavior shifts, became invaluable for risk assessment and scenario planning. Post-COVID, the market continues to evolve with a focus on resilience and adaptability. There's a growing emphasis on data sources that capture emerging trends, remote work patterns, and healthcare-related indicators. Additionally, the pandemic accelerated digital transformation, fostering innovation in data analytics and AI-driven solutions. As businesses embrace a more data-driven approach to decision-making, the alternative data market is poised for sustained growth and further integration into mainstream strategies.
Competitive Landscape and Recent Developments:
The global alternative data market is fragmented, with an increasing number of large and medium-sized players accounting for the majority of the market revenue, and the presence of a substantial number of regional market players with limited business offerings and customer base.
The key players in the global alternative data market are:
Factset Research Systems Inc.
Jefferies Financial Group Inc. (M Science)
London Stock Exchange Group Plc (LSEG Data & Analytics)
Nasdaq, Inc.
SymphonyAI, LLC (1010data, Inc.)
Thinknum Alternative Data
Dataminr, Inc.
RavenPack International SL
Preqin Ltd.
Advan Research Corporation
Eagle Alpha Ltd.
Earnest Analytics
YipitData Inc.
Some of the strategies among key players in the market are new launch, mergers, acquisitions, and collaborations. For instance, On February 20, 2024, Preqin had announced a partnership to equip investment professionals with asset-level impact data. This collaboration aimed to address the scarcity of credible ESG and impact data in opaque alternative markets. On July 24, 2023, RavenPack announced the integration of data and knowledge graph with Snowflake, the Data Cloud company. This collaboration empowered customers to access RavenPack's news, social media, and job datasets seamlessly on Snowflake's platform. ?
1. EXECUTIVE SUMMARY
2. INTRODUCTION
2.1 Alternative Data: An Overview
2.1.1 Introduction to Alternative Data
2.1.2 Advantages of Alternative Data
2.2 Alternative Data Segmentation: An Overview
2.2.1 Alternative Data Segmentation
3. GLOBAL MARKET ANALYSIS
3.1 Global Alternative Data Market: An Analysis
3.1.1 Global Alternative Data Market: An Overview
3.1.2 Global Alternative Data Market by Value
3.1.3 Global Alternative Data Market by Type (Credit & Debit Card Transactions, Social & Sentiment Data, Web Scraped Data, Web Traffic, Mobile Application Usage, Satellite & Weather Data, Geo-location Records, Email Receipts and Other Data Types)
3.1.4 Global Alternative Data Market by Industry (BFSI, IT & Telecommunication, Retail, Automotive & Transport, Media & Entertainment, Energy, Industrial and Others)
3.1.5 Global Alternative Data Market by End User (Hedge Fund Operators, Investment Institutions, Retail Companies, and Other)
3.1.6 Global Alternative Data Market by Region (North America, Europe, Asia Pacific, Middle East and Africa, and Latin America)
3.2 Global Alternative Data Market: Type Analysis
3.2.1 Global Alternative Data Market by Type: An Overview
3.2.2 Global Credit & Debit Card Transactions Grade Alternative Data Market by Value
3.2.3 Global Social & Sentiment Data Grade Alternative Data Market by Value
3.2.4 Global Web Scraped Data Alternative Data Market by Value
3.2.5 Global Web Traffic Alternative Data Market by Value
3.2.6 Global Mobile Application Usage Alternative Data Market by Value
3.2.7 Global Satellite & Weather Data Alternative Data Market by Value
3.2.8 Global Geo-location Records Alternative Data Market by Value
3.2.9 Global Email Receipts Alternative Data Market by Value
3.2.10 Global Others Alternative Data Market by Value
3.3 Global Alternative Data Market: Industry Analysis
3.3.1 Global Alternative Data Market by Industry : An Overview
3.3.2 Global BFSI Alternative Data Market by Value
3.3.3 Global IT & Telecommunication Alternative Data Market by Value
3.3.4 Global Retail Alternative Data Market by Value
3.3.5 Global Automotive & Transport Alternative Data Market by Value
3.3.6 Global Media & Entertainment Alternative Data Market by Value
3.3.7 Global Energy Alternative Data Market by Value
3.3.8 Global Industrial Alternative Data Market by Value
3.3.9 Global Others Alternative Data Market by Value
3.4 Global Alternative Data Market: End User Analysis
3.4.1 Global Alternative Data Market by End User : An Overview
3.4.2 Global Hedge Fund Operators Alternative Data Market by Value
3.4.3 Global Investment Institutions Alternative Data Market by Value
3.4.4 Global Retail Companies Alternative Data Market by Value
3.4.5 Global Other Alternative Data Market by Value
4. REGIONAL MARKET ANALYSIS
4.1 North America Alternative Data Market: An Analysis
4.1.1 North America Alternative Data Market: An Overview
4.1.2 North America Alternative Data Market by Value
4.1.3 North America Alternative Data Market by Region (the US, Canada, and Mexico)
4.1.4 The US Alternative Data Market by Value
4.1.5 Canada Alternative Data Market by Value
4.1.6 Mexico Alternative Data Market by Value
4.2 Europe Alternative Data Market: An Analysis
4.2.1 Europe Alternative Data Market: An Overview
4.2.2 Europe Alternative Data Market by Value
4.2.3 Europe Alternative Data Market by Region (The UK, Germany, France, Italy, and Rest of the Europe)
4.2.4 The UK Alternative Data Market by Value
4.2.5 Germany Alternative Data Market by Value
4.2.6 France Alternative Data Market by Value
4.2.7 Italy Alternative Data Market by Value
4.2.8 Rest of Europe Alternative Data Market by Value
4.3 Asia Pacific Alternative Data Market: An Analysis
4.3.1 Asia Pacific Alternative Data Market: An Overview
4.3.2 Asia Pacific Alternative Data Market by Value
4.3.3 Asia Pacific Alternative Data Market by Region (China, Japan, India and, Rest of the Asia Pacific)
4.3.4 China Alternative Data Market by Value
4.3.5 Japan Alternative Data Market by Value
4.3.6 India Alternative Data Market by Value
4.3.7 Rest of Asia Pacific Alternative Data Market by Value
4.4 Middle East and Africa Alternative Data Market: An Analysis
4.4.1 Middle East and Africa Alternative Data Market: An Overview
4.4.2 Middle East and Africa Alternative Data Market by Value
4.5 Latin America Alternative Data Market: An Analysis
4.5.1 Latin America Alternative Data Market: An Overview
4.5.2 Latin America Alternative Data Market by Value
5. IMPACT OF COVID-19
5.1 Impact of COVID-19 on Alternative Data Market
5.2 Post COVID-19 Impact on Alternative Data Market
6. MARKET DYNAMICS
6.1 Growth Drivers
6.1.1 Proliferation of Credit and Debit Card Transaction Data Providers
6.1.2 Rising Demand From Hedge Funds Managers
6.1.3 Growing Digitalization
6.1.4 Surge in Data-Driven Decision-Making
6.1.5 Government Initiatives and Regulatory Environment
6.1.6 Integration of Unstructured Data
6.1.7 Globalization of Markets
6.1.8 Real-Time Insights
6.1.9 Increasing Penetration in Automotive Sector
6.1.10 Rising BFSI Industry
6.1.11 Rising Demand from Institutional and Retail Investors
6.2 Challenges
6.2.1 Lack Of Expert Personnel
6.2.2 Lack Of Data Accuracy
6.2.3 Data Privacy and Compliance Issues
6.3 Market Trends
6.3.1 Internet Penetration and 5G Adoption
6.3.2 Penetration of Internet of Things (IoT)
6.3.3 Advancements in AI, ML, and NLP
6.3.4 Expansion of Emerging Data Sources
6.3.5 Emergence of Generative AI
6.3.6 Growing Interest In Stock Market Trading
6.3.7 Rise of ESG Alternative Data
7. COMPETITIVE LANDSCAPE
7.1 Global Alternative Data Market Players: Competitive Landscape
8. COMPANY PROFILES
8.1 Factset Research Systems Inc.
8.1.1 Business Overview
8.1.2 Operating Segments
8.1.3 Business Strategy
8.2 Jefferies Financial Group Inc.( M Science)
8.2.1 Business Overview
8.2.2 Operating Segments
8.2.3 Business Strategy
8.3 London Stock Exchange Group Plc (LSEG Data & Analytics)
8.3.1 Business Overview
8.3.2 Operating Segments
8.3.3 Business Strategy
8.4 Nasdaq, Inc.
8.4.1 Business Overview
8.4.2 Operating Segments
8.4.3 Business Strategy
8.5 SymphonyAI, LLC (1010data, Inc.)
8.5.1 Business Overview
8.5.2 Business Strategy
8.6 Thinknum Alternative Data
8.6.1 Business Overview
8.6.2 Business Strategy
8.7 Dataminr, Inc.
8.7.1 Business Overview
8.7.2 Business Strategy
8.8 RavenPack International SL
8.8.1 Business Overview
8.8.2 Business Strategy
8.9 Preqin Ltd.
8.9.1 Business Overview
8.9.2 Business Strategy
8.10 Advan Research Corporation
8.10.1 Business Overview
8.10.2 Business Strategies
8.11 Eagle Alpha Ltd.
8.11.1 Business Overview
8.12 Earnest Analytics
8.12.1 Business Overview
8.13 YipitData Inc.
8.13.1 Business Overview
12. LIST OF FIGURES
Figure 1: Advantages of Alternative Data
Figure 2: Alternative Data Segmentation
Figure 3: Global Alternative Data Market by Value; 2019-2023 (US$ Billion)
Figure 4: Global Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 5: Global Alternative Data Market by Type; 2023 (Percentage, %)
Figure 6: Global Alternative Data Market by Industry ; 2023 (Percentage, %)
Figure 7: Global Alternative Data Market by End User; 2023 (Percentage, %)
Figure 8: Global Alternative Data Market by Region; 2023 (Percentage, %)
Figure 9: Global Credit & Debit Card Transactions Grade Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 10: Global Credit & Debit Card Transactions Grade Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 11: Global Social & Sentiment Data Grade Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 12: Global Social & Sentiment Data Grade Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 13: Global Web Scraped Data Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 14: Global Web Scraped Data Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 15: Global Web Traffic Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 16: Global Web Traffic Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 17: Global Mobile Application Usage Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 18: Global Mobile Application Usage Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 19: Global Satellite & Weather Data Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 20: Global Satellite & Weather Data Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 21: Global Geo-location Records Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 22: Global Geo-location Records Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 23: Global Email Receipts Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 24: Global Email Receipts Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 25: Global Other Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 26: Global Other Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 27: Global BFSI Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 28: Global BFSI Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 29: Global IT & Telecommunication Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 30: Global IT & Telecommunication Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 31: Global Retail Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 32: Global Retail Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 33: Global Automotive & Transport Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 34: Global Automotive & Transport Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 35: Global Media & Entertainment Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 36: Global Media & Entertainment Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 37: Global Energy Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 38: Global Energy Alternative Data Market by Value; 2024-2029 (US$ Million)
Figure 39: Global Industrial Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 40: Global Industrial Alternative Data Market by Value; 2024-2029 (US$ Million)
Figure 41: Global Others Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 42: Global Others Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 43: Global Hedge Fund Operators Alternative Data Market by Value; 2019-2023 (US$ Billion)
Figure 44: Global Hedge Fund Operators Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 45: Global Investment Institutions Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 46: Global Investment Institutions Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 47: Global Retail Companies Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 48: Global Retail Companies Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 49: Global Other Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 50: Global Other Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 51: North America Alternative Data Market by Value; 2019-2023 (US$ Billion)
Figure 52: North America Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 53: North America Alternative Data Market by Region; 2023 (Percentage, %)
Figure 54: The US Alternative Data Market by Value; 2019-2023 (US$ Billion)
Figure 55: The US Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 56: Canada Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 57: Canada Alternative Data Market by Value; 2024-2029 (US$ Million)
Figure 58: Mexico Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 59: Mexico Alternative Data Market by Value; 2024-2029 (US$ Million)
Figure 60: Europe Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 61: Europe Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 62: Europe Alternative Data Market by Region; 2023 (Percentage, %)
Figure 63: The UK Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 64: The UK Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 65: Germany Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 66: Germany Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 67: France Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 68: France Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 69: Italy Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 70: Italy Alternative Data Market by Value; 2024-2029 (US$ Million)
Figure 71: Rest of Europe Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 72: Rest of Europe Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 73: Asia Pacific Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 74: Asia Pacific Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 75: Asia Pacific Alternative Data Market by Region; 2023 (Percentage, %)
Figure 76: China Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 77: China Alternative Data Market by Value; 2024-2029 (US$ Million)
Figure 78: Japan Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 79: Japan Alternative Data Market by Value; 2024-2029 (US$ Million)
Figure 80: India Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 81: India Alternative Data Market by Value; 2024-2029 (US$ Million)
Figure 82: Rest of Asia Pacific Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 83: Rest of Asia Pacific Alternative Data Market by Value; 2024-2029 (US$ Million)
Figure 84: Middle East and Africa Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 85: Middle East and Africa Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 86: Latin America Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 87: Latin America Alternative Data Market by Value; 2024-2029 (US$ Million)
Figure 88: Global Population Coverage by 5G Technology; 2023 and 2029 (Percentage, %)
Figure 89: Global Active IoT Connections (Installed Base); 2015-2027 (Billion)
Figure 90: Global Artificial Intelligence Revenue; 2023-2030 (US$ Billion)
Figure 91: Factset Research Systems Inc. Revenues by Segment; 2023 (Percentage, %)
Figure 92: Jefferies Financial Group Inc. Net Revenues by Segment; 2023 (Percentage, %)
Figure 93: London Stock Exchange Group Plc Revenue by Segment; 2023 (Percentage, %)
Figure 94: Nasdaq, Inc. Total Revenues by Segment; 2022 (Percentage, %)
2. INTRODUCTION
2.1 Alternative Data: An Overview
2.1.1 Introduction to Alternative Data
2.1.2 Advantages of Alternative Data
2.2 Alternative Data Segmentation: An Overview
2.2.1 Alternative Data Segmentation
3. GLOBAL MARKET ANALYSIS
3.1 Global Alternative Data Market: An Analysis
3.1.1 Global Alternative Data Market: An Overview
3.1.2 Global Alternative Data Market by Value
3.1.3 Global Alternative Data Market by Type (Credit & Debit Card Transactions, Social & Sentiment Data, Web Scraped Data, Web Traffic, Mobile Application Usage, Satellite & Weather Data, Geo-location Records, Email Receipts and Other Data Types)
3.1.4 Global Alternative Data Market by Industry (BFSI, IT & Telecommunication, Retail, Automotive & Transport, Media & Entertainment, Energy, Industrial and Others)
3.1.5 Global Alternative Data Market by End User (Hedge Fund Operators, Investment Institutions, Retail Companies, and Other)
3.1.6 Global Alternative Data Market by Region (North America, Europe, Asia Pacific, Middle East and Africa, and Latin America)
3.2 Global Alternative Data Market: Type Analysis
3.2.1 Global Alternative Data Market by Type: An Overview
3.2.2 Global Credit & Debit Card Transactions Grade Alternative Data Market by Value
3.2.3 Global Social & Sentiment Data Grade Alternative Data Market by Value
3.2.4 Global Web Scraped Data Alternative Data Market by Value
3.2.5 Global Web Traffic Alternative Data Market by Value
3.2.6 Global Mobile Application Usage Alternative Data Market by Value
3.2.7 Global Satellite & Weather Data Alternative Data Market by Value
3.2.8 Global Geo-location Records Alternative Data Market by Value
3.2.9 Global Email Receipts Alternative Data Market by Value
3.2.10 Global Others Alternative Data Market by Value
3.3 Global Alternative Data Market: Industry Analysis
3.3.1 Global Alternative Data Market by Industry : An Overview
3.3.2 Global BFSI Alternative Data Market by Value
3.3.3 Global IT & Telecommunication Alternative Data Market by Value
3.3.4 Global Retail Alternative Data Market by Value
3.3.5 Global Automotive & Transport Alternative Data Market by Value
3.3.6 Global Media & Entertainment Alternative Data Market by Value
3.3.7 Global Energy Alternative Data Market by Value
3.3.8 Global Industrial Alternative Data Market by Value
3.3.9 Global Others Alternative Data Market by Value
3.4 Global Alternative Data Market: End User Analysis
3.4.1 Global Alternative Data Market by End User : An Overview
3.4.2 Global Hedge Fund Operators Alternative Data Market by Value
3.4.3 Global Investment Institutions Alternative Data Market by Value
3.4.4 Global Retail Companies Alternative Data Market by Value
3.4.5 Global Other Alternative Data Market by Value
4. REGIONAL MARKET ANALYSIS
4.1 North America Alternative Data Market: An Analysis
4.1.1 North America Alternative Data Market: An Overview
4.1.2 North America Alternative Data Market by Value
4.1.3 North America Alternative Data Market by Region (the US, Canada, and Mexico)
4.1.4 The US Alternative Data Market by Value
4.1.5 Canada Alternative Data Market by Value
4.1.6 Mexico Alternative Data Market by Value
4.2 Europe Alternative Data Market: An Analysis
4.2.1 Europe Alternative Data Market: An Overview
4.2.2 Europe Alternative Data Market by Value
4.2.3 Europe Alternative Data Market by Region (The UK, Germany, France, Italy, and Rest of the Europe)
4.2.4 The UK Alternative Data Market by Value
4.2.5 Germany Alternative Data Market by Value
4.2.6 France Alternative Data Market by Value
4.2.7 Italy Alternative Data Market by Value
4.2.8 Rest of Europe Alternative Data Market by Value
4.3 Asia Pacific Alternative Data Market: An Analysis
4.3.1 Asia Pacific Alternative Data Market: An Overview
4.3.2 Asia Pacific Alternative Data Market by Value
4.3.3 Asia Pacific Alternative Data Market by Region (China, Japan, India and, Rest of the Asia Pacific)
4.3.4 China Alternative Data Market by Value
4.3.5 Japan Alternative Data Market by Value
4.3.6 India Alternative Data Market by Value
4.3.7 Rest of Asia Pacific Alternative Data Market by Value
4.4 Middle East and Africa Alternative Data Market: An Analysis
4.4.1 Middle East and Africa Alternative Data Market: An Overview
4.4.2 Middle East and Africa Alternative Data Market by Value
4.5 Latin America Alternative Data Market: An Analysis
4.5.1 Latin America Alternative Data Market: An Overview
4.5.2 Latin America Alternative Data Market by Value
5. IMPACT OF COVID-19
5.1 Impact of COVID-19 on Alternative Data Market
5.2 Post COVID-19 Impact on Alternative Data Market
6. MARKET DYNAMICS
6.1 Growth Drivers
6.1.1 Proliferation of Credit and Debit Card Transaction Data Providers
6.1.2 Rising Demand From Hedge Funds Managers
6.1.3 Growing Digitalization
6.1.4 Surge in Data-Driven Decision-Making
6.1.5 Government Initiatives and Regulatory Environment
6.1.6 Integration of Unstructured Data
6.1.7 Globalization of Markets
6.1.8 Real-Time Insights
6.1.9 Increasing Penetration in Automotive Sector
6.1.10 Rising BFSI Industry
6.1.11 Rising Demand from Institutional and Retail Investors
6.2 Challenges
6.2.1 Lack Of Expert Personnel
6.2.2 Lack Of Data Accuracy
6.2.3 Data Privacy and Compliance Issues
6.3 Market Trends
6.3.1 Internet Penetration and 5G Adoption
6.3.2 Penetration of Internet of Things (IoT)
6.3.3 Advancements in AI, ML, and NLP
6.3.4 Expansion of Emerging Data Sources
6.3.5 Emergence of Generative AI
6.3.6 Growing Interest In Stock Market Trading
6.3.7 Rise of ESG Alternative Data
7. COMPETITIVE LANDSCAPE
7.1 Global Alternative Data Market Players: Competitive Landscape
8. COMPANY PROFILES
8.1 Factset Research Systems Inc.
8.1.1 Business Overview
8.1.2 Operating Segments
8.1.3 Business Strategy
8.2 Jefferies Financial Group Inc.( M Science)
8.2.1 Business Overview
8.2.2 Operating Segments
8.2.3 Business Strategy
8.3 London Stock Exchange Group Plc (LSEG Data & Analytics)
8.3.1 Business Overview
8.3.2 Operating Segments
8.3.3 Business Strategy
8.4 Nasdaq, Inc.
8.4.1 Business Overview
8.4.2 Operating Segments
8.4.3 Business Strategy
8.5 SymphonyAI, LLC (1010data, Inc.)
8.5.1 Business Overview
8.5.2 Business Strategy
8.6 Thinknum Alternative Data
8.6.1 Business Overview
8.6.2 Business Strategy
8.7 Dataminr, Inc.
8.7.1 Business Overview
8.7.2 Business Strategy
8.8 RavenPack International SL
8.8.1 Business Overview
8.8.2 Business Strategy
8.9 Preqin Ltd.
8.9.1 Business Overview
8.9.2 Business Strategy
8.10 Advan Research Corporation
8.10.1 Business Overview
8.10.2 Business Strategies
8.11 Eagle Alpha Ltd.
8.11.1 Business Overview
8.12 Earnest Analytics
8.12.1 Business Overview
8.13 YipitData Inc.
8.13.1 Business Overview
12. LIST OF FIGURES
Figure 1: Advantages of Alternative Data
Figure 2: Alternative Data Segmentation
Figure 3: Global Alternative Data Market by Value; 2019-2023 (US$ Billion)
Figure 4: Global Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 5: Global Alternative Data Market by Type; 2023 (Percentage, %)
Figure 6: Global Alternative Data Market by Industry ; 2023 (Percentage, %)
Figure 7: Global Alternative Data Market by End User; 2023 (Percentage, %)
Figure 8: Global Alternative Data Market by Region; 2023 (Percentage, %)
Figure 9: Global Credit & Debit Card Transactions Grade Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 10: Global Credit & Debit Card Transactions Grade Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 11: Global Social & Sentiment Data Grade Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 12: Global Social & Sentiment Data Grade Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 13: Global Web Scraped Data Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 14: Global Web Scraped Data Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 15: Global Web Traffic Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 16: Global Web Traffic Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 17: Global Mobile Application Usage Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 18: Global Mobile Application Usage Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 19: Global Satellite & Weather Data Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 20: Global Satellite & Weather Data Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 21: Global Geo-location Records Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 22: Global Geo-location Records Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 23: Global Email Receipts Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 24: Global Email Receipts Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 25: Global Other Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 26: Global Other Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 27: Global BFSI Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 28: Global BFSI Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 29: Global IT & Telecommunication Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 30: Global IT & Telecommunication Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 31: Global Retail Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 32: Global Retail Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 33: Global Automotive & Transport Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 34: Global Automotive & Transport Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 35: Global Media & Entertainment Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 36: Global Media & Entertainment Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 37: Global Energy Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 38: Global Energy Alternative Data Market by Value; 2024-2029 (US$ Million)
Figure 39: Global Industrial Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 40: Global Industrial Alternative Data Market by Value; 2024-2029 (US$ Million)
Figure 41: Global Others Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 42: Global Others Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 43: Global Hedge Fund Operators Alternative Data Market by Value; 2019-2023 (US$ Billion)
Figure 44: Global Hedge Fund Operators Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 45: Global Investment Institutions Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 46: Global Investment Institutions Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 47: Global Retail Companies Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 48: Global Retail Companies Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 49: Global Other Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 50: Global Other Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 51: North America Alternative Data Market by Value; 2019-2023 (US$ Billion)
Figure 52: North America Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 53: North America Alternative Data Market by Region; 2023 (Percentage, %)
Figure 54: The US Alternative Data Market by Value; 2019-2023 (US$ Billion)
Figure 55: The US Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 56: Canada Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 57: Canada Alternative Data Market by Value; 2024-2029 (US$ Million)
Figure 58: Mexico Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 59: Mexico Alternative Data Market by Value; 2024-2029 (US$ Million)
Figure 60: Europe Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 61: Europe Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 62: Europe Alternative Data Market by Region; 2023 (Percentage, %)
Figure 63: The UK Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 64: The UK Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 65: Germany Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 66: Germany Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 67: France Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 68: France Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 69: Italy Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 70: Italy Alternative Data Market by Value; 2024-2029 (US$ Million)
Figure 71: Rest of Europe Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 72: Rest of Europe Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 73: Asia Pacific Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 74: Asia Pacific Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 75: Asia Pacific Alternative Data Market by Region; 2023 (Percentage, %)
Figure 76: China Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 77: China Alternative Data Market by Value; 2024-2029 (US$ Million)
Figure 78: Japan Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 79: Japan Alternative Data Market by Value; 2024-2029 (US$ Million)
Figure 80: India Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 81: India Alternative Data Market by Value; 2024-2029 (US$ Million)
Figure 82: Rest of Asia Pacific Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 83: Rest of Asia Pacific Alternative Data Market by Value; 2024-2029 (US$ Million)
Figure 84: Middle East and Africa Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 85: Middle East and Africa Alternative Data Market by Value; 2024-2029 (US$ Billion)
Figure 86: Latin America Alternative Data Market by Value; 2019-2023 (US$ Million)
Figure 87: Latin America Alternative Data Market by Value; 2024-2029 (US$ Million)
Figure 88: Global Population Coverage by 5G Technology; 2023 and 2029 (Percentage, %)
Figure 89: Global Active IoT Connections (Installed Base); 2015-2027 (Billion)
Figure 90: Global Artificial Intelligence Revenue; 2023-2030 (US$ Billion)
Figure 91: Factset Research Systems Inc. Revenues by Segment; 2023 (Percentage, %)
Figure 92: Jefferies Financial Group Inc. Net Revenues by Segment; 2023 (Percentage, %)
Figure 93: London Stock Exchange Group Plc Revenue by Segment; 2023 (Percentage, %)
Figure 94: Nasdaq, Inc. Total Revenues by Segment; 2022 (Percentage, %)
