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PUBLISHER: Global Industry Analysts, Inc. | PRODUCT CODE: 1551600

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PUBLISHER: Global Industry Analysts, Inc. | PRODUCT CODE: 1551600

Alternative Data

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Table of Contents

Global Alternative Data Market to Reach US$98.8 Billion by 2030

The global market for Alternative Data estimated at US$7.0 Billion in the year 2023, is expected to reach US$98.8 Billion by 2030, growing at a CAGR of 46.0% over the analysis period 2023-2030. Credit & Debit Card Transaction Data, one of the segments analyzed in the report, is expected to record a 40.8% CAGR and reach US$14.9 Billion by the end of the analysis period. Growth in the Social & Sentiment Data segment is estimated at 56.2% CAGR over the analysis period.

The U.S. Market is Estimated at US$1.9 Billion While China is Forecast to Grow at 55.6% CAGR

The Alternative Data market in the U.S. is estimated at US$1.9 Billion in the year 2023. China, the world's second largest economy, is forecast to reach a projected market size of US$25.9 Billion by the year 2030 trailing a CAGR of 55.6% over the analysis period 2023-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 38.6% and 42.2% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 39.9% CAGR.

Global Alternative Data Market - Key Trends & Drivers Summarized

What Is Alternative Data and Why Is It Gaining Popularity?
Alternative data refers to non-traditional data sources that inform investment decisions, beyond standard financial and economic indicators. This data can include satellite imagery, social media sentiment, credit card transaction records, mobile app usage, and even weather data. As financial markets become more competitive, investors and financial institutions are increasingly relying on alternative data to gain an edge, offering deeper insights and predictive power about market trends and consumer behaviors that are not available from traditional sources.

How Are Technological Advancements Enhancing Alternative Data Usage?
Technological advancements, particularly in big data analytics, artificial intelligence, and machine learning, are dramatically enhancing the usability and impact of alternative data. These technologies allow for the efficient processing and analysis of vast and complex datasets, turning raw data into actionable insights. As a result, companies can predict market movements, consumer trends, and potential investment outcomes with greater accuracy, thereby optimizing their strategies based on data-driven decisions.

What Roles Does Alternative Data Play Across Industries?
Initially popular in hedge funds and asset management firms, the use of alternative data has now permeated various sectors, including retail, real estate, and technology. Retail companies use it to track foot traffic and consumer preferences, real estate firms analyze satellite images to assess property values and developments, and tech companies monitor software adoption rates through web scraping. This widespread adoption underscores the versatility and value of alternative data in providing competitive advantages across different market segments.

What Drives the Growth of the Alternative Data Market?
The growth in the alternative data market is driven by several factors. The increasing complexity and volume of global data generated daily necessitate more sophisticated tools and methods for analysis, making alternative data sources invaluable. The financial sector's ongoing digital transformation encourages the adoption of data-driven investment practices, further bolstering demand. Additionally, regulatory changes emphasizing transparency and accuracy in reporting encourage firms to diversify their data sources to ensure robustness and depth in their analyses. As businesses across industries strive to outperform competitors and innovate, the reliance on alternative data will likely increase, ensuring its relevance and expansion in the global market.

Select Competitors (Total 37 Featured) -

  • 1010data, Inc.
  • Advan Research Corporation
  • Convergence Inc.
  • Dataminr
  • Eagle Alpha
  • Earnest Research
  • geoLOGIC systems ltd.
  • Geotab, Inc.
  • M Science
  • Preqin
  • RavenPack
  • Thinknum Alternative Data
  • UBS Evidence Lab
  • Vista Equity Partners Management, LLC
  • Yipit LLC d.b.a. YipitData
Show more
Product Code: MCP27929

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • World Market Trajectories
    • Global Economic Update
    • Alternative Data - Global Key Competitors Percentage Market Share in 2024 (E)
    • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2024 (E)
  • 2. FOCUS ON SELECT PLAYERS
  • 3. MARKET TRENDS & DRIVERS
    • Growing Interest in Non-Traditional Data Sources: Expands Addressable Market for Alternative Data
    • Advancements in Data Processing Technologies: Spurs Growth in Complex Data Analysis
    • Increased Use of Machine Learning: Enhances Predictive Power of Alternative Data Sets
    • Demand from Hedge Funds and Institutional Investors: Drives Adoption in Financial Markets
    • Expanding Applications in Retail and E-commerce: Strengthens Business Case for Consumer Insight Data
    • Emergence of Real-Time Data Streams: Accelerates Demand for Timely and Actionable Insights
    • Growing Competitive Pressures: Propels Firms to Seek Unique Data for Edge Over Rivals
    • Enhanced Data Visualization Tools: Improves Accessibility and Usability of Complex Data Sets
    • Rising Need for Enhanced Risk Management: Bolsters Market Growth Through Predictive Analytics
    • Expansion of IoT and Connected Devices: Generates Vast New Data Pools
    • Blockchain for Data Security: Creates Opportunities for Secure Data Sharing
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Alternative Data Market Analysis of Annual Sales in US$ Million for Years 2014 through 2030
    • TABLE 2: World Recent Past, Current & Future Analysis for Alternative Data by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 3: World Historic Review for Alternative Data by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 4: World 16-Year Perspective for Alternative Data by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets for Years 2014, 2024 & 2030
    • TABLE 5: World Recent Past, Current & Future Analysis for Credit & Debit Card Transaction Data by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 6: World Historic Review for Credit & Debit Card Transaction Data by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 7: World 16-Year Perspective for Credit & Debit Card Transaction Data by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2024 & 2030
    • TABLE 8: World Recent Past, Current & Future Analysis for Social & Sentiment Data by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 9: World Historic Review for Social & Sentiment Data by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 10: World 16-Year Perspective for Social & Sentiment Data by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2024 & 2030
    • TABLE 11: World Recent Past, Current & Future Analysis for Web Scraped Data by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 12: World Historic Review for Web Scraped Data by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 13: World 16-Year Perspective for Web Scraped Data by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2024 & 2030
    • TABLE 14: World Recent Past, Current & Future Analysis for Mobile Application Usage Data by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 15: World Historic Review for Mobile Application Usage Data by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 16: World 16-Year Perspective for Mobile Application Usage Data by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2024 & 2030
    • TABLE 17: World Recent Past, Current & Future Analysis for Web Traffic Data by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 18: World Historic Review for Web Traffic Data by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 19: World 16-Year Perspective for Web Traffic Data by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2024 & 2030
    • TABLE 20: World Recent Past, Current & Future Analysis for Satellite & Weather Data by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 21: World Historic Review for Satellite & Weather Data by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 22: World 16-Year Perspective for Satellite & Weather Data by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2024 & 2030
    • TABLE 23: World Recent Past, Current & Future Analysis for Geo-Location (Foot Traffic) Records Data by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 24: World Historic Review for Geo-Location (Foot Traffic) Records Data by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 25: World 16-Year Perspective for Geo-Location (Foot Traffic) Records Data by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2024 & 2030
    • TABLE 26: World Recent Past, Current & Future Analysis for Other Data Types by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 27: World Historic Review for Other Data Types by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 28: World 16-Year Perspective for Other Data Types by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2024 & 2030
    • TABLE 29: World Recent Past, Current & Future Analysis for Investment Institutions End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 30: World Historic Review for Investment Institutions End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 31: World 16-Year Perspective for Investment Institutions End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2024 & 2030
    • TABLE 32: World Recent Past, Current & Future Analysis for Retail Companies End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 33: World Historic Review for Retail Companies End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 34: World 16-Year Perspective for Retail Companies End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2024 & 2030
    • TABLE 35: World Recent Past, Current & Future Analysis for Other End-Uses by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 36: World Historic Review for Other End-Uses by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 37: World 16-Year Perspective for Other End-Uses by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2024 & 2030
    • TABLE 38: World Recent Past, Current & Future Analysis for Hedge Fund Operators End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 39: World Historic Review for Hedge Fund Operators End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 40: World 16-Year Perspective for Hedge Fund Operators End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2024 & 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Alternative Data Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2024 (E)
    • TABLE 41: USA Recent Past, Current & Future Analysis for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 42: USA Historic Review for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 43: USA 16-Year Perspective for Alternative Data by Data Type - Percentage Breakdown of Value Sales for Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types for the Years 2014, 2024 & 2030
    • TABLE 44: USA Recent Past, Current & Future Analysis for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 45: USA Historic Review for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 46: USA 16-Year Perspective for Alternative Data by End-Use - Percentage Breakdown of Value Sales for Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use for the Years 2014, 2024 & 2030
  • CANADA
    • TABLE 47: Canada Recent Past, Current & Future Analysis for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 48: Canada Historic Review for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 49: Canada 16-Year Perspective for Alternative Data by Data Type - Percentage Breakdown of Value Sales for Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types for the Years 2014, 2024 & 2030
    • TABLE 50: Canada Recent Past, Current & Future Analysis for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 51: Canada Historic Review for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 52: Canada 16-Year Perspective for Alternative Data by End-Use - Percentage Breakdown of Value Sales for Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use for the Years 2014, 2024 & 2030
  • JAPAN
    • Alternative Data Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2024 (E)
    • TABLE 53: Japan Recent Past, Current & Future Analysis for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 54: Japan Historic Review for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 55: Japan 16-Year Perspective for Alternative Data by Data Type - Percentage Breakdown of Value Sales for Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types for the Years 2014, 2024 & 2030
    • TABLE 56: Japan Recent Past, Current & Future Analysis for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 57: Japan Historic Review for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 58: Japan 16-Year Perspective for Alternative Data by End-Use - Percentage Breakdown of Value Sales for Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use for the Years 2014, 2024 & 2030
  • CHINA
    • Alternative Data Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2024 (E)
    • TABLE 59: China Recent Past, Current & Future Analysis for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 60: China Historic Review for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 61: China 16-Year Perspective for Alternative Data by Data Type - Percentage Breakdown of Value Sales for Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types for the Years 2014, 2024 & 2030
    • TABLE 62: China Recent Past, Current & Future Analysis for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 63: China Historic Review for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 64: China 16-Year Perspective for Alternative Data by End-Use - Percentage Breakdown of Value Sales for Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use for the Years 2014, 2024 & 2030
  • EUROPE
    • Alternative Data Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2024 (E)
    • TABLE 65: Europe Recent Past, Current & Future Analysis for Alternative Data by Geographic Region - France, Germany, Italy, UK, Spain, Russia and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 66: Europe Historic Review for Alternative Data by Geographic Region - France, Germany, Italy, UK, Spain, Russia and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 67: Europe 16-Year Perspective for Alternative Data by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK, Spain, Russia and Rest of Europe Markets for Years 2014, 2024 & 2030
    • TABLE 68: Europe Recent Past, Current & Future Analysis for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 69: Europe Historic Review for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 70: Europe 16-Year Perspective for Alternative Data by Data Type - Percentage Breakdown of Value Sales for Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types for the Years 2014, 2024 & 2030
    • TABLE 71: Europe Recent Past, Current & Future Analysis for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 72: Europe Historic Review for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 73: Europe 16-Year Perspective for Alternative Data by End-Use - Percentage Breakdown of Value Sales for Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use for the Years 2014, 2024 & 2030
  • FRANCE
    • Alternative Data Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2024 (E)
    • TABLE 74: France Recent Past, Current & Future Analysis for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 75: France Historic Review for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 76: France 16-Year Perspective for Alternative Data by Data Type - Percentage Breakdown of Value Sales for Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types for the Years 2014, 2024 & 2030
    • TABLE 77: France Recent Past, Current & Future Analysis for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 78: France Historic Review for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 79: France 16-Year Perspective for Alternative Data by End-Use - Percentage Breakdown of Value Sales for Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use for the Years 2014, 2024 & 2030
  • GERMANY
    • Alternative Data Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2024 (E)
    • TABLE 80: Germany Recent Past, Current & Future Analysis for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 81: Germany Historic Review for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 82: Germany 16-Year Perspective for Alternative Data by Data Type - Percentage Breakdown of Value Sales for Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types for the Years 2014, 2024 & 2030
    • TABLE 83: Germany Recent Past, Current & Future Analysis for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 84: Germany Historic Review for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 85: Germany 16-Year Perspective for Alternative Data by End-Use - Percentage Breakdown of Value Sales for Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use for the Years 2014, 2024 & 2030
  • ITALY
    • TABLE 86: Italy Recent Past, Current & Future Analysis for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 87: Italy Historic Review for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 88: Italy 16-Year Perspective for Alternative Data by Data Type - Percentage Breakdown of Value Sales for Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types for the Years 2014, 2024 & 2030
    • TABLE 89: Italy Recent Past, Current & Future Analysis for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 90: Italy Historic Review for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 91: Italy 16-Year Perspective for Alternative Data by End-Use - Percentage Breakdown of Value Sales for Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use for the Years 2014, 2024 & 2030
  • UNITED KINGDOM
    • Alternative Data Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2024 (E)
    • TABLE 92: UK Recent Past, Current & Future Analysis for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 93: UK Historic Review for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 94: UK 16-Year Perspective for Alternative Data by Data Type - Percentage Breakdown of Value Sales for Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types for the Years 2014, 2024 & 2030
    • TABLE 95: UK Recent Past, Current & Future Analysis for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 96: UK Historic Review for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 97: UK 16-Year Perspective for Alternative Data by End-Use - Percentage Breakdown of Value Sales for Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use for the Years 2014, 2024 & 2030
  • SPAIN
    • TABLE 98: Spain Recent Past, Current & Future Analysis for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 99: Spain Historic Review for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 100: Spain 16-Year Perspective for Alternative Data by Data Type - Percentage Breakdown of Value Sales for Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types for the Years 2014, 2024 & 2030
    • TABLE 101: Spain Recent Past, Current & Future Analysis for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 102: Spain Historic Review for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 103: Spain 16-Year Perspective for Alternative Data by End-Use - Percentage Breakdown of Value Sales for Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use for the Years 2014, 2024 & 2030
  • RUSSIA
    • TABLE 104: Russia Recent Past, Current & Future Analysis for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 105: Russia Historic Review for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 106: Russia 16-Year Perspective for Alternative Data by Data Type - Percentage Breakdown of Value Sales for Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types for the Years 2014, 2024 & 2030
    • TABLE 107: Russia Recent Past, Current & Future Analysis for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 108: Russia Historic Review for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 109: Russia 16-Year Perspective for Alternative Data by End-Use - Percentage Breakdown of Value Sales for Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use for the Years 2014, 2024 & 2030
  • REST OF EUROPE
    • TABLE 110: Rest of Europe Recent Past, Current & Future Analysis for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 111: Rest of Europe Historic Review for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 112: Rest of Europe 16-Year Perspective for Alternative Data by Data Type - Percentage Breakdown of Value Sales for Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types for the Years 2014, 2024 & 2030
    • TABLE 113: Rest of Europe Recent Past, Current & Future Analysis for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 114: Rest of Europe Historic Review for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 115: Rest of Europe 16-Year Perspective for Alternative Data by End-Use - Percentage Breakdown of Value Sales for Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use for the Years 2014, 2024 & 2030
  • ASIA-PACIFIC
    • Alternative Data Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2024 (E)
    • TABLE 116: Asia-Pacific Recent Past, Current & Future Analysis for Alternative Data by Geographic Region - Australia, India, South Korea and Rest of Asia-Pacific Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 117: Asia-Pacific Historic Review for Alternative Data by Geographic Region - Australia, India, South Korea and Rest of Asia-Pacific Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 118: Asia-Pacific 16-Year Perspective for Alternative Data by Geographic Region - Percentage Breakdown of Value Sales for Australia, India, South Korea and Rest of Asia-Pacific Markets for Years 2014, 2024 & 2030
    • TABLE 119: Asia-Pacific Recent Past, Current & Future Analysis for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 120: Asia-Pacific Historic Review for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 121: Asia-Pacific 16-Year Perspective for Alternative Data by Data Type - Percentage Breakdown of Value Sales for Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types for the Years 2014, 2024 & 2030
    • TABLE 122: Asia-Pacific Recent Past, Current & Future Analysis for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 123: Asia-Pacific Historic Review for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 124: Asia-Pacific 16-Year Perspective for Alternative Data by End-Use - Percentage Breakdown of Value Sales for Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use for the Years 2014, 2024 & 2030
  • AUSTRALIA
    • Alternative Data Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Australia for 2024 (E)
    • TABLE 125: Australia Recent Past, Current & Future Analysis for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 126: Australia Historic Review for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 127: Australia 16-Year Perspective for Alternative Data by Data Type - Percentage Breakdown of Value Sales for Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types for the Years 2014, 2024 & 2030
    • TABLE 128: Australia Recent Past, Current & Future Analysis for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 129: Australia Historic Review for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 130: Australia 16-Year Perspective for Alternative Data by End-Use - Percentage Breakdown of Value Sales for Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use for the Years 2014, 2024 & 2030
  • INDIA
    • Alternative Data Market Presence - Strong/Active/Niche/Trivial - Key Competitors in India for 2024 (E)
    • TABLE 131: India Recent Past, Current & Future Analysis for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 132: India Historic Review for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 133: India 16-Year Perspective for Alternative Data by Data Type - Percentage Breakdown of Value Sales for Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types for the Years 2014, 2024 & 2030
    • TABLE 134: India Recent Past, Current & Future Analysis for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 135: India Historic Review for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 136: India 16-Year Perspective for Alternative Data by End-Use - Percentage Breakdown of Value Sales for Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use for the Years 2014, 2024 & 2030
  • SOUTH KOREA
    • TABLE 137: South Korea Recent Past, Current & Future Analysis for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 138: South Korea Historic Review for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 139: South Korea 16-Year Perspective for Alternative Data by Data Type - Percentage Breakdown of Value Sales for Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types for the Years 2014, 2024 & 2030
    • TABLE 140: South Korea Recent Past, Current & Future Analysis for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 141: South Korea Historic Review for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 142: South Korea 16-Year Perspective for Alternative Data by End-Use - Percentage Breakdown of Value Sales for Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use for the Years 2014, 2024 & 2030
  • REST OF ASIA-PACIFIC
    • TABLE 143: Rest of Asia-Pacific Recent Past, Current & Future Analysis for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 144: Rest of Asia-Pacific Historic Review for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 145: Rest of Asia-Pacific 16-Year Perspective for Alternative Data by Data Type - Percentage Breakdown of Value Sales for Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types for the Years 2014, 2024 & 2030
    • TABLE 146: Rest of Asia-Pacific Recent Past, Current & Future Analysis for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 147: Rest of Asia-Pacific Historic Review for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 148: Rest of Asia-Pacific 16-Year Perspective for Alternative Data by End-Use - Percentage Breakdown of Value Sales for Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use for the Years 2014, 2024 & 2030
  • LATIN AMERICA
    • Alternative Data Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Latin America for 2024 (E)
    • TABLE 149: Latin America Recent Past, Current & Future Analysis for Alternative Data by Geographic Region - Argentina, Brazil, Mexico and Rest of Latin America Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 150: Latin America Historic Review for Alternative Data by Geographic Region - Argentina, Brazil, Mexico and Rest of Latin America Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 151: Latin America 16-Year Perspective for Alternative Data by Geographic Region - Percentage Breakdown of Value Sales for Argentina, Brazil, Mexico and Rest of Latin America Markets for Years 2014, 2024 & 2030
    • TABLE 152: Latin America Recent Past, Current & Future Analysis for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 153: Latin America Historic Review for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 154: Latin America 16-Year Perspective for Alternative Data by Data Type - Percentage Breakdown of Value Sales for Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types for the Years 2014, 2024 & 2030
    • TABLE 155: Latin America Recent Past, Current & Future Analysis for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 156: Latin America Historic Review for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 157: Latin America 16-Year Perspective for Alternative Data by End-Use - Percentage Breakdown of Value Sales for Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use for the Years 2014, 2024 & 2030
  • ARGENTINA
    • TABLE 158: Argentina Recent Past, Current & Future Analysis for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 159: Argentina Historic Review for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 160: Argentina 16-Year Perspective for Alternative Data by Data Type - Percentage Breakdown of Value Sales for Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types for the Years 2014, 2024 & 2030
    • TABLE 161: Argentina Recent Past, Current & Future Analysis for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 162: Argentina Historic Review for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 163: Argentina 16-Year Perspective for Alternative Data by End-Use - Percentage Breakdown of Value Sales for Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use for the Years 2014, 2024 & 2030
  • BRAZIL
    • TABLE 164: Brazil Recent Past, Current & Future Analysis for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 165: Brazil Historic Review for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 166: Brazil 16-Year Perspective for Alternative Data by Data Type - Percentage Breakdown of Value Sales for Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types for the Years 2014, 2024 & 2030
    • TABLE 167: Brazil Recent Past, Current & Future Analysis for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 168: Brazil Historic Review for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 169: Brazil 16-Year Perspective for Alternative Data by End-Use - Percentage Breakdown of Value Sales for Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use for the Years 2014, 2024 & 2030
  • MEXICO
    • TABLE 170: Mexico Recent Past, Current & Future Analysis for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 171: Mexico Historic Review for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 172: Mexico 16-Year Perspective for Alternative Data by Data Type - Percentage Breakdown of Value Sales for Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types for the Years 2014, 2024 & 2030
    • TABLE 173: Mexico Recent Past, Current & Future Analysis for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 174: Mexico Historic Review for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 175: Mexico 16-Year Perspective for Alternative Data by End-Use - Percentage Breakdown of Value Sales for Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use for the Years 2014, 2024 & 2030
  • REST OF LATIN AMERICA
    • TABLE 176: Rest of Latin America Recent Past, Current & Future Analysis for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 177: Rest of Latin America Historic Review for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 178: Rest of Latin America 16-Year Perspective for Alternative Data by Data Type - Percentage Breakdown of Value Sales for Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types for the Years 2014, 2024 & 2030
    • TABLE 179: Rest of Latin America Recent Past, Current & Future Analysis for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 180: Rest of Latin America Historic Review for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 181: Rest of Latin America 16-Year Perspective for Alternative Data by End-Use - Percentage Breakdown of Value Sales for Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use for the Years 2014, 2024 & 2030
  • MIDDLE EAST
    • Alternative Data Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Middle East for 2024 (E)
    • TABLE 182: Middle East Recent Past, Current & Future Analysis for Alternative Data by Geographic Region - Iran, Israel, Saudi Arabia, UAE and Rest of Middle East Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 183: Middle East Historic Review for Alternative Data by Geographic Region - Iran, Israel, Saudi Arabia, UAE and Rest of Middle East Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 184: Middle East 16-Year Perspective for Alternative Data by Geographic Region - Percentage Breakdown of Value Sales for Iran, Israel, Saudi Arabia, UAE and Rest of Middle East Markets for Years 2014, 2024 & 2030
    • TABLE 185: Middle East Recent Past, Current & Future Analysis for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 186: Middle East Historic Review for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 187: Middle East 16-Year Perspective for Alternative Data by Data Type - Percentage Breakdown of Value Sales for Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types for the Years 2014, 2024 & 2030
    • TABLE 188: Middle East Recent Past, Current & Future Analysis for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 189: Middle East Historic Review for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 190: Middle East 16-Year Perspective for Alternative Data by End-Use - Percentage Breakdown of Value Sales for Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use for the Years 2014, 2024 & 2030
  • IRAN
    • TABLE 191: Iran Recent Past, Current & Future Analysis for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 192: Iran Historic Review for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 193: Iran 16-Year Perspective for Alternative Data by Data Type - Percentage Breakdown of Value Sales for Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types for the Years 2014, 2024 & 2030
    • TABLE 194: Iran Recent Past, Current & Future Analysis for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 195: Iran Historic Review for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 196: Iran 16-Year Perspective for Alternative Data by End-Use - Percentage Breakdown of Value Sales for Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use for the Years 2014, 2024 & 2030
  • ISRAEL
    • TABLE 197: Israel Recent Past, Current & Future Analysis for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 198: Israel Historic Review for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 199: Israel 16-Year Perspective for Alternative Data by Data Type - Percentage Breakdown of Value Sales for Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types for the Years 2014, 2024 & 2030
    • TABLE 200: Israel Recent Past, Current & Future Analysis for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 201: Israel Historic Review for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 202: Israel 16-Year Perspective for Alternative Data by End-Use - Percentage Breakdown of Value Sales for Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use for the Years 2014, 2024 & 2030
  • SAUDI ARABIA
    • TABLE 203: Saudi Arabia Recent Past, Current & Future Analysis for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 204: Saudi Arabia Historic Review for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 205: Saudi Arabia 16-Year Perspective for Alternative Data by Data Type - Percentage Breakdown of Value Sales for Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types for the Years 2014, 2024 & 2030
    • TABLE 206: Saudi Arabia Recent Past, Current & Future Analysis for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 207: Saudi Arabia Historic Review for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 208: Saudi Arabia 16-Year Perspective for Alternative Data by End-Use - Percentage Breakdown of Value Sales for Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use for the Years 2014, 2024 & 2030
  • UNITED ARAB EMIRATES
    • TABLE 209: UAE Recent Past, Current & Future Analysis for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 210: UAE Historic Review for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 211: UAE 16-Year Perspective for Alternative Data by Data Type - Percentage Breakdown of Value Sales for Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types for the Years 2014, 2024 & 2030
    • TABLE 212: UAE Recent Past, Current & Future Analysis for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 213: UAE Historic Review for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 214: UAE 16-Year Perspective for Alternative Data by End-Use - Percentage Breakdown of Value Sales for Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use for the Years 2014, 2024 & 2030
  • REST OF MIDDLE EAST
    • TABLE 215: Rest of Middle East Recent Past, Current & Future Analysis for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 216: Rest of Middle East Historic Review for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 217: Rest of Middle East 16-Year Perspective for Alternative Data by Data Type - Percentage Breakdown of Value Sales for Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types for the Years 2014, 2024 & 2030
    • TABLE 218: Rest of Middle East Recent Past, Current & Future Analysis for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 219: Rest of Middle East Historic Review for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 220: Rest of Middle East 16-Year Perspective for Alternative Data by End-Use - Percentage Breakdown of Value Sales for Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use for the Years 2014, 2024 & 2030
  • AFRICA
    • Alternative Data Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Africa for 2024 (E)
    • TABLE 221: Africa Recent Past, Current & Future Analysis for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 222: Africa Historic Review for Alternative Data by Data Type - Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 223: Africa 16-Year Perspective for Alternative Data by Data Type - Percentage Breakdown of Value Sales for Credit & Debit Card Transaction Data, Social & Sentiment Data, Web Scraped Data, Mobile Application Usage Data, Web Traffic Data, Satellite & Weather Data, Geo-Location (Foot Traffic) Records Data and Other Data Types for the Years 2014, 2024 & 2030
    • TABLE 224: Africa Recent Past, Current & Future Analysis for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 225: Africa Historic Review for Alternative Data by End-Use - Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 226: Africa 16-Year Perspective for Alternative Data by End-Use - Percentage Breakdown of Value Sales for Investment Institutions End-Use, Retail Companies End-Use, Other End-Uses and Hedge Fund Operators End-Use for the Years 2014, 2024 & 2030

IV. COMPETITION

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