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市場調查報告書
商品編碼
1551600

另類資料的全球市場

Alternative Data
出版日期: | 出版商: Global Industry Analysts, Inc. | 英文 292 Pages | 商品交期: 最快1-2個工作天內

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簡介目錄

到 2030 年，全球另類資料市場將達到 988 億美元

全球另類資料市場預計 2023 年為 70 億美元，預計到 2030 年將達到 988 億美元，2023-2030 年分析期間複合年成長率為 46.0%。信用卡和簽帳金融卡交易資料是本報告分析的細分市場之一，預計複合年成長率為 40.8%，到分析期結束時將達到 149 億美元。分析期間，社交和情緒資料區段的複合年成長率預計為 56.2%。

美國市場預估成長19億美元，中國預期複合年成長率55.6%

到 2023 年，美國另類資料市場預計將達到 19 億美元。中國作為全球第二大經濟體，預計2030年市場規模將達259億美元，2023-2030年分析期間複合年成長率為55.6%。其他值得注意的區域市場包括日本和加拿大，預計在分析期間複合年成長率分別為 38.6% 和 42.2%。在歐洲，德國的複合年成長率預計約為 39.9%。

全球另類資料市場 - 主要趨勢與促進因素摘要

什麼是另類資料？為什麼它越來越受歡迎？這些資料包括衛星圖像、社交媒體情緒、信用卡交易記錄、行動應用程式使用情況，甚至天氣資料。隨著金融市場的競爭變得更加激烈，投資者和金融機構依靠另類資料來獲得優勢，從而提供對市場趨勢和消費行為的深入洞察和預測能力，這是透過傳統資訊來源無法獲得的。

科技進步如何增強替代資料的使用？
技術的進步，特別是巨量資料分析、人工智慧和機器學習，正在大大增強替代資料的可用性和影響力。這些技術能夠高效處理和分析大型複雜資料集，將原始資料轉化為可操作的見解。因此，公司可以更準確地預測市場動向、消費者趨勢和潛在投資結果，使他們能夠根據資料驅動的決策來最佳化策略。

另類資料在各行業中扮演什麼角色？
另類資料的使用最初在避險基金和資產管理公司中很流行，現在已經滲透到零售、房地產和科技等各個領域。零售公司用它來追蹤流量和消費者偏好，房地產公司分析衛星影像來評估房地產價值和開發狀態，科技公司用它來透過監控網路抓取來追蹤軟體採用率。這種廣泛的採用證明了替代資料的多功能性和價值，可以在各個細分市場中提供競爭優勢。

推動另類資料市場成長的因素有哪些？
另類資料市場的成長受到多種因素的推動。每天產生的全球資料的複雜性和數量不斷增加，需要更複雜的工具和分析技術，這使得替代資料來源變得非常寶貴。金融領域正在進行的數位轉型將推動資料主導的投資方法的採用，進一步增加需求。此外，強調報告透明度和準確性的監管變化迫使公司實現資料來源多樣化，以確保分析的穩健性和深度。隨著各行業的公司努力超越競爭對手並進行創新，他們對替代資料的依賴將會增加，從而確保他們在全球市場的相關性和擴張。

受訪企業範例（共37家）

  • 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 dba YipitData

目錄

第1章調查方法

第 2 章執行摘要

  • 市場概況
  • 主要企業
  • 市場趨勢和促進因素
  • 全球市場展望

第3章市場分析

  • 美國
  • 加拿大
  • 日本
  • 中國
  • 歐洲
  • 法國
  • 德國
  • 義大利
  • 英國
  • 西班牙
  • 俄羅斯
  • 其他歐洲國家
  • 亞太地區
  • 澳洲
  • 印度
  • 韓國
  • 其他亞太地區
  • 拉丁美洲
  • 阿根廷
  • 巴西
  • 墨西哥
  • 其他拉丁美洲
  • 中東
  • 伊朗
  • 以色列
  • 沙烏地阿拉伯
  • 阿拉伯聯合大公國
  • 其他中東地區
  • 非洲

第4章 比賽

簡介目錄
Product Code: MCP27929

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

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