查看購物車
  • Simplified Chinese
  • English
  • Japanese
封面
市場調查報告書
商品編碼
1808241

按資料類型、類別、部署模型和最終用戶產業分類的替代資料市場 - 2025-2030 年全球預測

Alternative Data Market by Data Type, Category, Deployment Model, End User Industry - Global Forecast 2025-2030
出版日期: | 出版商: 360iResearch | 英文 197 Pages | 商品交期: 最快1-2個工作天內

價格

※ 本網頁內容可能與最新版本有所差異。詳細情況請與我們聯繫。

預計2024年另類數據市場價值將達到104.6億美元，2025年將達到115.6億美元，複合年成長率為10.89%，到2030年將達到194.6億美元。

主要市場統計數據
基準年2024年 104.6億美元
預計2025年 115.6億美元
預計2030年 194.6億美元
複合年成長率（%） 10.89%

利用富有洞察力的情報引領新興的替代數據生態系統，推動不同產業和全球主要地區的策略決策

另類資料來源已成為現代市場情報的關鍵支柱，提供超越傳統財務指標的獨特觀點。各行各業的組織如今正在利用交易訊號、感測器讀數、網路數據收集、情緒追蹤等手段來發現隱藏的模式，並及時做出數據主導的決策。這些非傳統洞察的激增正在挑戰現有的調查方法，並迫使企業重新評估其策略藍圖。

探索推動全球市場和商業領域數據智慧應用空前成長的關鍵技術和分析變革

尖端機器學習演算法與可擴展雲端基礎設施相融合，以前所未有的速度提供近乎即時的洞察。架構正在從傳統的批次模式轉向串流架構，持續擷取地理空間、交易和行為訊號。這種轉變能夠實現動態場景分析和自適應投資組合最佳化，使決策者能夠主動應對各種發展變化。

評估美國關稅對2025年後法規環境中先進數據採購和分析框架的深遠影響

2025年美國關稅變化可能對另類資料資產的採購、分銷和利用產生深遠影響。對進口硬體組件（從高解析度衛星感測器到本地伺服器陣列）徵收關稅，可能會增加依賴實體基礎設施的組織的資本支出。同時，專用資料儲存和網路設備的關稅可能會改變混合雲部署和全託管服務的成本效益分析。

發現多維細分洞察，揭示資料類型、部署模型、垂直產業和資料結構如何塑​​造策略使用案例

對替代資料的分析揭示了眾多資料類型的模式，例如信用卡和簽帳金融卡的交易記錄、從電子郵件收據中獲得的數位確認、從地理定位的客流量記錄中得出的方差分析、透過行動應用程式追蹤的使用訊號、衛星和天氣資訊提供的環境背景、透過社會話語和情緒擷取計畫收集的公眾情緒、透過網路擷取計畫收集的結構化資訊。這些輸入中的每一個在粒度、延遲和噪音水平方面都有獨特的特徵，需要專門的預處理技術和規範化標準來確保分析的保真度。

確定突顯美洲、歐洲、中東和非洲以及亞太地區替代資料生態系統成長動態的關鍵市場特徵

在整個美洲，強大的技術基礎設施和相對開放的法規環境持續培育著充滿活力的另類資料生態系統。美國憑藉先進的感測器網路和龐大的企業資料集處於領先地位，而加拿大對隱私框架的重視則催生了符合隱私要求的創新分析解決方案。儘管拉丁美洲市場的數據管治格局各不相同，但人們對行動使用情況和社會情緒流的興趣日益濃厚，將其作為消費行為的關鍵指標。

透過策略投資和技術差異化塑造替代數據格局的產業領導者和創新市場參與者

領先的公司和創新的市場參與企業正透過策略投資、產品差異化和合作夥伴關係積極塑造另類數據格局。一些現有的分析平台正在利用其卓越的運算能力和廣泛的客戶網路，透過整合衛星影像、銷售點資料流和社會情緒指標來擴展其資料目錄。為了維持高品質的服務並滿足不斷變化的客戶需求，這些現有平台不斷完善其資料清理和豐富流程。

提供實用的策略指導，以利用替代數據機會，同時降低營運和監管風險

為了最大限度地發揮另類資料的優勢，組織應先建立一個集中式管治框架，以明確資料所有權、品質標準和合規通訊協定。這種結構可以促進跨職能協作，並使資料科學家、法律團隊和業務部門能夠保持統一的資料採購和利用方法。

透過結合初步訪談、二次分析和資料三角測量的嚴格多階段調查方法來了解公正情報。

研究首先透過廣泛查閱二手文獻（包括學術出版物、行業白皮書、監管文件和知名新聞來源）建立基本背景，同時對來自各行業的高級管理人員、資料科學家和合規負責人進行初步訪談，以獲得新興趨勢、營運挑戰和成功因素的第一手見解。

綜合關鍵發現，描繪替代資料解決方案的未來發展軌跡，並為企業和公共部門的決策提供資訊

另類數據正處於曲折點，其特點是技術創新加速、監管格局不斷演變以及用例不斷擴展。能夠利用這種前所未有的洞察力的組織能夠預測市場變化、最佳化營運效率並發現新的收益來源。然而，要實現這些優勢，需要採取嚴謹的方法來選擇資料來源、進行資料管治和技術部署。

目錄

第1章：前言

第2章調查方法

第3章執行摘要

第4章 市場概況

第5章市場動態

  • 利用零售業的替代數據徹底改變消費行為追蹤
  • 擴展來自物聯網設備和智慧感測器的替代資料來源
  • 人工智慧的整合改變了替代數據分析，以獲得更好的洞察
  • 另類數據對金融市場預測分析的影響
  • 清理和標準化大量另類資料量的挑戰和解決方案
  • 區塊鏈在確保替代資料集的透明度和安全性方面的影響日益增強
  • 衛星影像技術的進步增強了替代資料的能力
  • 另類資料應用中即時社群媒體情緒分析的興起
  • 影響全球替代資料收集和使用的新隱私法規
  • ESG數據對基於另類數據的投資決策的影響日益增強

第6章 市場洞察

  • 波特五力分析
  • PESTEL分析

第7章 2025年美國關稅的累積影響

第 8 章：以資料類型分類的另類資料市場

  • 信用卡和簽帳金融卡交易
  • 電子郵件接收確認
  • 地理位置資訊（行人數量）記錄
  • 使用行動應用程式
  • 衛星和氣象數據
  • 社交和情緒數據
  • 網頁抓取數據

第9章：另類資料市場（依類別）

  • 結構化
  • 非結構化

第 10 章：按部署模型分類的替代資料市場

  • 雲
  • 本地部署

第 11 章：按最終使用者產業分類的替代資料市場

  • 能源與公共產業
  • 製造業
  • 零售與電子商務
  • 運輸/物流

第 12 章：美洲另類資料市場

  • 美國
  • 加拿大
  • 墨西哥
  • 巴西
  • 阿根廷

第13章：歐洲、中東和非洲另類資料市場

  • 英國
  • 德國
  • 法國
  • 俄羅斯
  • 義大利
  • 西班牙
  • 阿拉伯聯合大公國
  • 沙烏地阿拉伯
  • 南非
  • 丹麥
  • 荷蘭
  • 卡達
  • 芬蘭
  • 瑞典
  • 奈及利亞
  • 埃及
  • 土耳其
  • 以色列
  • 挪威
  • 波蘭
  • 瑞士

第14章：亞太地區另類資料市場

  • 中國
  • 印度
  • 日本
  • 澳洲
  • 韓國
  • 印尼
  • 泰國
  • 菲律賓
  • 馬來西亞
  • 新加坡
  • 越南
  • 台灣

第15章 競爭格局

  • 2024年市佔率分析
  • 2024年FPNV定位矩陣
  • 競爭分析
    • 1010data, Inc. by SymphonyAI Inc.
    • Advan Research Corporation
    • Affinity Solutions, Inc.
    • AlphaSense, Inc.
    • BattleFin Group, LLC
    • Bloomberg Finance LP
    • Consumer Edge Holdings, LLC
    • Dataminr, Inc.
    • Eagle Alpha Limited
    • Exabel AS
    • ExtractAlpha Ltd.
    • Facteus, Inc.
    • Geotab Inc.
    • InfoTrie Group
    • Institutional Capital Network, Inc.
    • M Science Holdings LLC
    • Nasdaq, Inc.
    • Preqin Holding Limited
    • RavenPack International SLU
    • S&P Global Inc.
    • THE EARNEST ANALYTICS COMPANY, INC
    • Thinknum, Inc.
    • UBS Evidence Lab
    • Yipit, LLC

第16章 研究人工智慧

第17章 研究統計

第18章 研究聯絡人

第19章 研究報導

第20章 附錄

Product Code: MRR-2D64BA93A57B

The Alternative Data Market was valued at USD 10.46 billion in 2024 and is projected to grow to USD 11.56 billion in 2025, with a CAGR of 10.89%, reaching USD 19.46 billion by 2030.

KEY MARKET STATISTICS
Base Year [2024] USD 10.46 billion
Estimated Year [2025] USD 11.56 billion
Forecast Year [2030] USD 19.46 billion
CAGR (%) 10.89%

Navigating the Emerging Alternative Data Ecosystem with Insightful Intelligence Driving Strategic Decisions Across Diverse Industries and Key Global Geographies

Alternative data sources have emerged as a vital pillar of modern market intelligence, providing unique perspectives that extend beyond conventional financial indicators. Organizations across sectors now leverage transactional signals, sensor readings, web harvesting, and sentiment traces to uncover hidden patterns and make timely, data-driven decisions. This proliferation of nontraditional insights challenges the status quo of research methodologies and compels firms to reevaluate their strategic roadmaps.

Amidst this evolving environment, businesses are increasingly integrating specialized processing pipelines and advanced algorithms to distill actionable findings from vast volumes of unstructured and structured information streams. As the pace of data generation accelerates, enterprises must navigate complexities surrounding data quality, integration architecture, and compliance mandates. Moreover, the synergy between alternative data and artificial intelligence enhances predictive modeling capabilities, enabling stakeholders to anticipate market fluctuations with greater precision.

Furthermore, the democratization of cloud-based processing and the refinement of privacy-preserving analytics have lowered barriers to entry, empowering mid-market firms to tap into specialized data streams previously reserved for institutional investors and large corporations. As organizations operationalize these data flows, they encounter critical considerations around scalability, vendor selection, and ongoing validation processes. Navigating these technical and regulatory landscapes demands a cohesive strategy that balances rapid deployment with robust governance frameworks.

In the sections that follow, this executive summary dissects the transformative shifts reshaping the alternative data landscape, assesses the ripple effects of emerging trade policies, explores multidimensional segmentation insights, and provides regional and competitive analyses. A rigorous methodological narrative outlines the research approach, culminating in strategic recommendations to guide decision-makers in harnessing these insights responsibly and effectively for sustainable competitive advantage.

Exploring Pivotal Technological and Analytical Shifts Catalyzing Unprecedented Growth in Data Intelligence Applications Across Global Markets and Operational Domains

The alternative data sphere is experiencing rapid technological and analytical evolution, where cutting-edge machine learning algorithms and scalable cloud infrastructures converge to deliver near-real-time insights at unprecedented velocity. Organizations are migrating from traditional batch processing models to streaming architectures that ingest geospatial, transactional, and behavioral signals continuously. This shift enables dynamic scenario analysis and adaptive portfolio optimization, empowering decision-makers to respond proactively to emergent market developments.

Emerging platforms now facilitate seamless partnerships between data originators and analytical consumers, fostering an ecosystem in which specialized inputs-ranging from satellite imagery to anonymized mobile usage patterns-are traded, enriched, and validated within secure environments. As interoperability standards mature, stakeholders benefit from plug-and-play data connectors that simplify integration with enterprise resource planning systems, customer relationship management tools, and proprietary research applications. Consequently, the value chain for alternative data is being redefined by modular deployment models and community-driven collaboration frameworks.

Moreover, cross-industry initiatives are catalyzing innovation in use cases, with sectors such as retail leveraging foot traffic patterns to optimize supply chain responsiveness and energy companies employing weather analytics to anticipate demand fluctuations. The synergy between domain expertise and alternative data intelligence is generating bespoke solutions that drive operational efficiency and uncover new revenue streams. As these transformative shifts continue, stakeholders must remain vigilant in evaluating data provenance, vendor reliability, and ethical considerations to fully capitalize on the expanding landscape.

Looking ahead, the convergence of privacy-preserving computation techniques, such as federated learning and differential privacy, with expansive data catalogs will transform regulatory compliance into a competitive differentiator. Organizations that align their data acquisition strategies with evolving policy mandates and establish transparent audit trails will be poised to harness next-generation analytical capabilities. This paradigm shift underscores the necessity for cohesive governance structures and continuous validation loops to sustain the integrity and strategic relevance of alternative data investments.

Assessing the Far-Reaching Ramifications of United States Tariffs on Advanced Data Procurement and Analytics Frameworks in the Post-2025 Regulatory Environment

The implementation of revised tariff regimes by the United States in 2025 is poised to exert a broad influence on the procurement, distribution, and utilization of alternative data assets. Tariffs applied to imported hardware components-ranging from high-resolution satellite sensors to on-premise server arrays-may drive up capital expenditure for organizations reliant on physical infrastructure. Simultaneously, levies on specialized data storage and networking equipment could alter cost-benefit analyses for deploying hybrid cloud environments versus fully managed services.

Beyond hardware considerations, adjusted duties on software licensing and cross-border data transfers have the potential to reshape vendor engagement strategies. Data providers that source information from global sensor networks or maintain offshore processing facilities may encounter increased compliance burdens and supply chain complexities. In response, many enterprises are reevaluating contractual frameworks to incorporate tariff risk clauses, negotiating revised service-level agreements, and exploring localized data acquisition partnerships to mitigate exposure to elevated import costs.

Strategically, organizations are weighing the merits of onshore data hosting solutions against the agility of multinational processing hubs, with some electing to diversify their infrastructure footprints across multiple jurisdictions. This approach not only addresses tariff-induced cost volatility but also aligns with evolving data sovereignty and privacy regulations. In addition, proactive scenario modeling has become integral to financial planning, ensuring that procurement pipelines remain resilient under a variety of tariff and policy outcomes.

Ultimately, the cumulative impact of these trade measures underscores the importance of adaptive sourcing strategies, rigorous cost monitoring, and collaborative vendor ecosystems to sustain uninterrupted access to critical data streams in an increasingly protectionist global environment.

Uncovering Multi-Dimensional Segmentation Insights Revealing How Data Type, Deployment Models, Industry Verticals, and Data Structures Shape Strategic Use Cases

Analysis of alternative data reveals patterns across numerous data type categories, including transactional records from credit and debit card swipes, digital confirmations captured through email receipts, movement insights derived from geo-location foot traffic records, usage signals tracked via mobile applications, environmental context provided by satellite and weather feeds, public sentiment gauged through social discourse and sentiment metrics, and structured information collected through web scraping initiatives. Each of these inputs carries unique characteristics in terms of granularity, latency, and noise levels, requiring specialized preprocessing techniques and normalization standards to ensure analytical fidelity.

Simultaneously, the structural nature of these datasets diverges between highly organized relational schemas suitable for automated query engines and unstructured formats necessitating text mining, image recognition, and natural language processing pipelines. Firms operating in structured environments benefit from deterministic validation routines, while those working with unstructured content invest in annotation workflows and supervised learning models to extract salient features and drive meaningful insights.

With respect to deployment architectures, choices bifurcate between elastic, on-demand cloud ecosystems that offer scalability and lower upfront investment, and on-premise deployments that provide tighter control over data residency and risk management. Cloud hosting accelerates time-to-insight through preconfigured analytics stacks, whereas localized installations support stringent compliance requirements and reduce dependency on external network connectivity.

Finally, industry verticals such as energy and utilities leverage operational telemetry to forecast consumption cycles, manufacturing firms integrate supply chain visibility metrics to optimize throughput, retail and e-commerce players monitor consumer purchase behaviors to refine promotional strategies, and transportation and logistics providers harness route-tracking intelligence to improve delivery performance. Recognizing the interplay among data typology, structural composition, deployment modality, and end-user use cases is essential for developing tailored analytical frameworks that deliver tangible business value.

Revealing Key Regional Market Characteristics Highlighting Growth Dynamics in the Americas, Europe Middle East & Africa, and Asia-Pacific Alternative Data Ecosystems

Across the Americas, robust technology infrastructure and a relatively open regulatory environment continue to foster dynamic alternative data ecosystems. The United States leads in sophisticated sensor networks and extensive corporate datasets, while Canada's emphasis on privacy frameworks has spawned innovative privacy-compliant analytics solutions. Latin American markets are witnessing growing interest in mobile usage and social sentiment streams as key indicators of consumer behavior, despite variable data governance landscapes.

In Europe, Middle East & Africa, the landscape is characterized by a mosaic of regulations and adoption rates. The General Data Protection Regulation (GDPR) has elevated data stewardship standards, prompting providers and end users to prioritize transparency and consent mechanisms. In parallel, the Gulf Cooperation Council is investing heavily in satellite and geospatial intelligence for infrastructure planning, and African economies are embracing mobile footprint data to support financial inclusion and retail expansion initiatives.

The Asia-Pacific region stands out for its rapid uptake of advanced analytics and cloud-native services. Markets such as Japan and South Korea benefit from high-speed networks and government-led open data initiatives, whereas China's extensive web-scraped datasets and weather analytics platforms drive competitive edge in manufacturing and export logistics. Southeast Asian nations are increasingly integrating satellite-derived agricultural metrics and mobile application signals to enhance resource management and urban planning.

These regional variations underscore the necessity of tailoring data acquisition and analysis strategies to local conditions. By understanding regulatory frameworks, technological readiness, and end-user preferences within each region, stakeholders can align their intelligence initiatives with market nuances and unlock sustainable growth opportunities.

Profiling Industry Leaders and Innovative Market Players Shaping the Alternative Data Landscape Through Strategic Investments and Technological Differentiation

Leading enterprises and innovative market entrants are actively shaping the alternative data landscape through strategic investments, product differentiation, and collaborative partnerships. Several established analytics platforms have leveraged their computing prowess and extensive client networks to broaden their data catalogs, incorporating satellite imagery, point-of-sale feeds, and social sentiment indices. These incumbents continue to refine their data cleansing and enrichment processes to maintain high service quality and meet evolving client demands.

Simultaneously, agile start-ups are carving out specialized niches by offering proprietary data sets derived from unique sensor deployments, advanced computer vision techniques, or crowdsourced validation models. Their ability to rapidly onboard novel data sources and customize analytical outputs has enabled them to capture interest from sectors seeking highly targeted insights, such as precision agriculture, urban planning, and emerging market consumer intelligence.

Public cloud providers have also entrenched themselves as critical enablers by offering managed analytics services, prebuilt connectors, and serverless processing environments. These platforms reduce the complexity of ingesting, storing, and querying alternative data at scale. Partnerships between cloud vendors and niche data specialists facilitate seamless access to diverse inputs while addressing performance, security, and compliance considerations.

In parallel, technology integrators and advisory firms are stepping in to guide clients through vendor evaluation, data governance design, and sustainable architecture deployment. Their consultative frameworks, backed by domain expertise and proprietary assessment tools, help organizations align alternative data initiatives with broader digital transformation agendas and deliver measurable business impact.

Delivering Actionable Strategic Guidance to Help Organizations Capitalize on Alternative Data Opportunities While Mitigating Operational and Regulatory Risks

To fully harness the benefits of alternative data, organizations should begin by establishing a centralized governance framework that delineates data ownership, quality standards, and compliance protocols. This structure facilitates cross-functional collaboration, ensuring that data scientists, legal teams, and business units maintain a unified approach to data sourcing and utilization.

Next, decision-makers are advised to diversify their data source portfolios to mitigate supply risks and reduce vendor concentration. By incorporating a mix of transactional, geospatial, environmental, and behavioral streams, firms gain a holistic view of market activity while avoiding reliance on a single data type or provider. Simultaneously, prioritizing data provenance and validation routines will enhance confidence in analytical outputs and minimize downstream rework.

Organizations should also invest in scalable processing architectures-favoring cloud-native or hybrid models-to support peak workloads and accelerate time-to-insight. Leveraging prebuilt connectors and managed services can streamline integration, but teams must remain vigilant in monitoring performance and cost metrics to optimize resource allocation.

Finally, upskilling the workforce through targeted training programs in advanced analytics, privacy-preserving techniques, and domain-specific applications is critical. Equipping talent with both technical proficiency and business acumen ensures that alternative data initiatives translate into strategic outcomes, from refining customer segmentation to optimizing supply chain resilience.

Detailing a Rigorous Multi-Phase Research Methodology Combining Primary Interviews, Secondary Analysis, and Data Triangulation for Unbiased Intelligence

This research effort commenced with an exhaustive review of secondary literature, encompassing academic publications, industry white papers, regulatory filings, and reputable news sources to establish foundational context. Concurrently, a series of primary interviews were conducted with senior executives, data scientists, and compliance officers across diverse sectors to capture firsthand perspectives on emerging trends, operational challenges, and success factors.

Supplementing these insights, a quantitative data collection phase involved cataloging publicly available sensor networks, transactional data repositories, and web-scraped feeds to validate market activity across regions and use cases. Proprietary databases were also leveraged to cross-reference vendor profiles, solution offerings, and partnership ecosystems.

Data triangulation techniques were employed to reconcile discrepancies between sources, ensuring that thematic findings and segmentation frameworks remained robust. Analytical models were stress-tested under various hypothetical scenarios-such as changes in tariff regimes or shifts in regulatory landscapes-to evaluate resilience and strategic implications.

Finally, iterative reviews with subject-matter experts and methodological audits were conducted to confirm the accuracy, objectivity, and relevance of the conclusions. This multi-phase approach, blending qualitative and quantitative methods, underpins the credibility and actionable nature of the insights presented in this executive summary.

Synthesizing Key Findings to Frame the Future Trajectory of Alternative Data Solutions and Inform Decision-Making Across Corporate and Public Sectors

The alternative data landscape stands at an inflection point, characterized by accelerating technological innovation, evolving regulatory frameworks, and expanding use-case applicability. Organizations that harness these unconventional insights gain the ability to anticipate market shifts, optimize operational efficiency, and uncover new revenue streams. Yet, achieving these benefits requires a disciplined approach to source selection, data governance, and technological deployment.

The cumulative impact of updated trade policies highlights the importance of strategic sourcing and supply chain agility. Simultaneously, regional variations underscore the need for tailored data acquisition and analysis strategies aligned with local regulations and market dynamics. Competitive analyses reveal that both established platforms and nimble challengers are driving differentiation through proprietary data sets, advanced processing capabilities, and integrated service offerings.

By embracing structured frameworks for segmentation-spanning data type, structural composition, deployment models, and industry verticals-organizations can align their intelligence efforts with specific operational goals. Coupled with scalable architectures and skilled talent, these frameworks ensure that insights translate into sustainable competitive advantage.

Ultimately, the path forward hinges on balancing innovation with prudent governance. Stakeholders who integrate alternative data responsibly and strategically will position themselves at the forefront of intelligent decision-making, unlocking transformative outcomes across corporate and public sectors.

Table of Contents

1. Preface

  • 1.1. Objectives of the Study
  • 1.2. Market Segmentation & Coverage
  • 1.3. Years Considered for the Study
  • 1.4. Currency & Pricing
  • 1.5. Language
  • 1.6. Stakeholders

2. Research Methodology

  • 2.1. Define: Research Objective
  • 2.2. Determine: Research Design
  • 2.3. Prepare: Research Instrument
  • 2.4. Collect: Data Source
  • 2.5. Analyze: Data Interpretation
  • 2.6. Formulate: Data Verification
  • 2.7. Publish: Research Report
  • 2.8. Repeat: Report Update

3. Executive Summary

4. Market Overview

  • 4.1. Introduction
  • 4.2. Market Sizing & Forecasting

5. Market Dynamics

  • 5.1. Innovations in consumer behavior tracking through alternative data in retail sectors
  • 5.2. Expansion of alternative data sources from IoT devices and smart sensors
  • 5.3. Integration of artificial intelligence transforming alternative data analysis for better insights
  • 5.4. Impact of alternative data on predictive analytics in financial markets
  • 5.5. Challenges and solutions in cleaning and standardizing large alternative data volumes
  • 5.6. Increasing impact of blockchain in ensuring transparency and security of alternative data sets
  • 5.7. Advancements in satellite imagery technology enhancing alternative data capabilities
  • 5.8. Rise of real-time social media sentiment analysis in alternative data applications
  • 5.9. Emerging privacy regulations impacting the collection and use of alternative data globally
  • 5.10. Growing influence of ESG data in alternative data-driven investment decisions

6. Market Insights

  • 6.1. Porter's Five Forces Analysis
  • 6.2. PESTLE Analysis

7. Cumulative Impact of United States Tariffs 2025

8. Alternative Data Market, by Data Type

  • 8.1. Introduction
  • 8.2. Credit & Debit Card Transactions
  • 8.3. Email Receipts
  • 8.4. Geo-location (Foot Traffic) Records
  • 8.5. Mobile Application Usage
  • 8.6. Satellite & Weather Data
  • 8.7. Social & Sentiment Data
  • 8.8. Web Scraped Data

9. Alternative Data Market, by Category

  • 9.1. Introduction
  • 9.2. Structured
  • 9.3. Unstructured

10. Alternative Data Market, by Deployment Model

  • 10.1. Introduction
  • 10.2. Cloud
  • 10.3. On Premise

11. Alternative Data Market, by End User Industry

  • 11.1. Introduction
  • 11.2. Energy & Utilities
  • 11.3. Manufacturing
  • 11.4. Retail & E-commerce
  • 11.5. Transportation & Logistics

12. Americas Alternative Data Market

  • 12.1. Introduction
  • 12.2. United States
  • 12.3. Canada
  • 12.4. Mexico
  • 12.5. Brazil
  • 12.6. Argentina

13. Europe, Middle East & Africa Alternative Data Market

  • 13.1. Introduction
  • 13.2. United Kingdom
  • 13.3. Germany
  • 13.4. France
  • 13.5. Russia
  • 13.6. Italy
  • 13.7. Spain
  • 13.8. United Arab Emirates
  • 13.9. Saudi Arabia
  • 13.10. South Africa
  • 13.11. Denmark
  • 13.12. Netherlands
  • 13.13. Qatar
  • 13.14. Finland
  • 13.15. Sweden
  • 13.16. Nigeria
  • 13.17. Egypt
  • 13.18. Turkey
  • 13.19. Israel
  • 13.20. Norway
  • 13.21. Poland
  • 13.22. Switzerland

14. Asia-Pacific Alternative Data Market

  • 14.1. Introduction
  • 14.2. China
  • 14.3. India
  • 14.4. Japan
  • 14.5. Australia
  • 14.6. South Korea
  • 14.7. Indonesia
  • 14.8. Thailand
  • 14.9. Philippines
  • 14.10. Malaysia
  • 14.11. Singapore
  • 14.12. Vietnam
  • 14.13. Taiwan

15. Competitive Landscape

  • 15.1. Market Share Analysis, 2024
  • 15.2. FPNV Positioning Matrix, 2024
  • 15.3. Competitive Analysis
    • 15.3.1. 1010data, Inc. by SymphonyAI Inc.
    • 15.3.2. Advan Research Corporation
    • 15.3.3. Affinity Solutions, Inc.
    • 15.3.4. AlphaSense, Inc.
    • 15.3.5. BattleFin Group, LLC
    • 15.3.6. Bloomberg Finance L.P.
    • 15.3.7. Consumer Edge Holdings, LLC
    • 15.3.8. Dataminr, Inc.
    • 15.3.9. Eagle Alpha Limited
    • 15.3.10. Exabel AS
    • 15.3.11. ExtractAlpha Ltd.
    • 15.3.12. Facteus, Inc.
    • 15.3.13. Geotab Inc.
    • 15.3.14. InfoTrie Group
    • 15.3.15. Institutional Capital Network, Inc.
    • 15.3.16. M Science Holdings LLC
    • 15.3.17. Nasdaq, Inc.
    • 15.3.18. Preqin Holding Limited
    • 15.3.19. RavenPack International S.L.U.
    • 15.3.20. S&P Global Inc.
    • 15.3.21. THE EARNEST ANALYTICS COMPANY, INC
    • 15.3.22. Thinknum, Inc.
    • 15.3.23. UBS Evidence Lab
    • 15.3.24. Yipit, LLC

16. ResearchAI

17. ResearchStatistics

18. ResearchContacts

19. ResearchArticles

20. Appendix

LIST OF FIGURES

  • FIGURE 1. ALTERNATIVE DATA MARKET RESEARCH PROCESS
  • FIGURE 2. GLOBAL ALTERNATIVE DATA MARKET SIZE, 2018-2030 (USD MILLION)
  • FIGURE 3. GLOBAL ALTERNATIVE DATA MARKET SIZE, BY REGION, 2024 VS 2025 VS 2030 (USD MILLION)
  • FIGURE 4. GLOBAL ALTERNATIVE DATA MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
  • FIGURE 5. GLOBAL ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2024 VS 2030 (%)
  • FIGURE 6. GLOBAL ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2024 VS 2025 VS 2030 (USD MILLION)
  • FIGURE 7. GLOBAL ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2024 VS 2030 (%)
  • FIGURE 8. GLOBAL ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2024 VS 2025 VS 2030 (USD MILLION)
  • FIGURE 9. GLOBAL ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2024 VS 2030 (%)
  • FIGURE 10. GLOBAL ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2024 VS 2025 VS 2030 (USD MILLION)
  • FIGURE 11. GLOBAL ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2024 VS 2030 (%)
  • FIGURE 12. GLOBAL ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2024 VS 2025 VS 2030 (USD MILLION)
  • FIGURE 13. AMERICAS ALTERNATIVE DATA MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
  • FIGURE 14. AMERICAS ALTERNATIVE DATA MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
  • FIGURE 15. UNITED STATES ALTERNATIVE DATA MARKET SIZE, BY STATE, 2024 VS 2030 (%)
  • FIGURE 16. UNITED STATES ALTERNATIVE DATA MARKET SIZE, BY STATE, 2024 VS 2025 VS 2030 (USD MILLION)
  • FIGURE 17. EUROPE, MIDDLE EAST & AFRICA ALTERNATIVE DATA MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
  • FIGURE 18. EUROPE, MIDDLE EAST & AFRICA ALTERNATIVE DATA MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
  • FIGURE 19. ASIA-PACIFIC ALTERNATIVE DATA MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
  • FIGURE 20. ASIA-PACIFIC ALTERNATIVE DATA MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
  • FIGURE 21. ALTERNATIVE DATA MARKET SHARE, BY KEY PLAYER, 2024
  • FIGURE 22. ALTERNATIVE DATA MARKET, FPNV POSITIONING MATRIX, 2024
  • FIGURE 23. ALTERNATIVE DATA MARKET: RESEARCHAI
  • FIGURE 24. ALTERNATIVE DATA MARKET: RESEARCHSTATISTICS
  • FIGURE 25. ALTERNATIVE DATA MARKET: RESEARCHCONTACTS
  • FIGURE 26. ALTERNATIVE DATA MARKET: RESEARCHARTICLES

LIST OF TABLES

  • TABLE 1. ALTERNATIVE DATA MARKET SEGMENTATION & COVERAGE
  • TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2024
  • TABLE 3. GLOBAL ALTERNATIVE DATA MARKET SIZE, 2018-2024 (USD MILLION)
  • TABLE 4. GLOBAL ALTERNATIVE DATA MARKET SIZE, 2025-2030 (USD MILLION)
  • TABLE 5. GLOBAL ALTERNATIVE DATA MARKET SIZE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 6. GLOBAL ALTERNATIVE DATA MARKET SIZE, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 7. GLOBAL ALTERNATIVE DATA MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 8. GLOBAL ALTERNATIVE DATA MARKET SIZE, BY COUNTRY, 2025-2030 (USD MILLION)
  • TABLE 9. GLOBAL ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
  • TABLE 10. GLOBAL ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
  • TABLE 11. GLOBAL ALTERNATIVE DATA MARKET SIZE, BY CREDIT & DEBIT CARD TRANSACTIONS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 12. GLOBAL ALTERNATIVE DATA MARKET SIZE, BY CREDIT & DEBIT CARD TRANSACTIONS, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 13. GLOBAL ALTERNATIVE DATA MARKET SIZE, BY EMAIL RECEIPTS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 14. GLOBAL ALTERNATIVE DATA MARKET SIZE, BY EMAIL RECEIPTS, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 15. GLOBAL ALTERNATIVE DATA MARKET SIZE, BY GEO-LOCATION (FOOT TRAFFIC) RECORDS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 16. GLOBAL ALTERNATIVE DATA MARKET SIZE, BY GEO-LOCATION (FOOT TRAFFIC) RECORDS, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 17. GLOBAL ALTERNATIVE DATA MARKET SIZE, BY MOBILE APPLICATION USAGE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 18. GLOBAL ALTERNATIVE DATA MARKET SIZE, BY MOBILE APPLICATION USAGE, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 19. GLOBAL ALTERNATIVE DATA MARKET SIZE, BY SATELLITE & WEATHER DATA, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 20. GLOBAL ALTERNATIVE DATA MARKET SIZE, BY SATELLITE & WEATHER DATA, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 21. GLOBAL ALTERNATIVE DATA MARKET SIZE, BY SOCIAL & SENTIMENT DATA, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 22. GLOBAL ALTERNATIVE DATA MARKET SIZE, BY SOCIAL & SENTIMENT DATA, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 23. GLOBAL ALTERNATIVE DATA MARKET SIZE, BY WEB SCRAPED DATA, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 24. GLOBAL ALTERNATIVE DATA MARKET SIZE, BY WEB SCRAPED DATA, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 25. GLOBAL ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2018-2024 (USD MILLION)
  • TABLE 26. GLOBAL ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2025-2030 (USD MILLION)
  • TABLE 27. GLOBAL ALTERNATIVE DATA MARKET SIZE, BY STRUCTURED, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 28. GLOBAL ALTERNATIVE DATA MARKET SIZE, BY STRUCTURED, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 29. GLOBAL ALTERNATIVE DATA MARKET SIZE, BY UNSTRUCTURED, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 30. GLOBAL ALTERNATIVE DATA MARKET SIZE, BY UNSTRUCTURED, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 31. GLOBAL ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
  • TABLE 32. GLOBAL ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
  • TABLE 33. GLOBAL ALTERNATIVE DATA MARKET SIZE, BY CLOUD, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 34. GLOBAL ALTERNATIVE DATA MARKET SIZE, BY CLOUD, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 35. GLOBAL ALTERNATIVE DATA MARKET SIZE, BY ON PREMISE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 36. GLOBAL ALTERNATIVE DATA MARKET SIZE, BY ON PREMISE, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 37. GLOBAL ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 38. GLOBAL ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2025-2030 (USD MILLION)
  • TABLE 39. GLOBAL ALTERNATIVE DATA MARKET SIZE, BY ENERGY & UTILITIES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 40. GLOBAL ALTERNATIVE DATA MARKET SIZE, BY ENERGY & UTILITIES, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 41. GLOBAL ALTERNATIVE DATA MARKET SIZE, BY MANUFACTURING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 42. GLOBAL ALTERNATIVE DATA MARKET SIZE, BY MANUFACTURING, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 43. GLOBAL ALTERNATIVE DATA MARKET SIZE, BY RETAIL & E-COMMERCE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 44. GLOBAL ALTERNATIVE DATA MARKET SIZE, BY RETAIL & E-COMMERCE, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 45. GLOBAL ALTERNATIVE DATA MARKET SIZE, BY TRANSPORTATION & LOGISTICS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 46. GLOBAL ALTERNATIVE DATA MARKET SIZE, BY TRANSPORTATION & LOGISTICS, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 47. AMERICAS ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
  • TABLE 48. AMERICAS ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
  • TABLE 49. AMERICAS ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2018-2024 (USD MILLION)
  • TABLE 50. AMERICAS ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2025-2030 (USD MILLION)
  • TABLE 51. AMERICAS ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
  • TABLE 52. AMERICAS ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
  • TABLE 53. AMERICAS ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 54. AMERICAS ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2025-2030 (USD MILLION)
  • TABLE 55. AMERICAS ALTERNATIVE DATA MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 56. AMERICAS ALTERNATIVE DATA MARKET SIZE, BY COUNTRY, 2025-2030 (USD MILLION)
  • TABLE 57. UNITED STATES ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
  • TABLE 58. UNITED STATES ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
  • TABLE 59. UNITED STATES ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2018-2024 (USD MILLION)
  • TABLE 60. UNITED STATES ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2025-2030 (USD MILLION)
  • TABLE 61. UNITED STATES ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
  • TABLE 62. UNITED STATES ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
  • TABLE 63. UNITED STATES ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 64. UNITED STATES ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2025-2030 (USD MILLION)
  • TABLE 65. UNITED STATES ALTERNATIVE DATA MARKET SIZE, BY STATE, 2018-2024 (USD MILLION)
  • TABLE 66. UNITED STATES ALTERNATIVE DATA MARKET SIZE, BY STATE, 2025-2030 (USD MILLION)
  • TABLE 67. CANADA ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
  • TABLE 68. CANADA ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
  • TABLE 69. CANADA ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2018-2024 (USD MILLION)
  • TABLE 70. CANADA ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2025-2030 (USD MILLION)
  • TABLE 71. CANADA ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
  • TABLE 72. CANADA ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
  • TABLE 73. CANADA ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 74. CANADA ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2025-2030 (USD MILLION)
  • TABLE 75. MEXICO ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
  • TABLE 76. MEXICO ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
  • TABLE 77. MEXICO ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2018-2024 (USD MILLION)
  • TABLE 78. MEXICO ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2025-2030 (USD MILLION)
  • TABLE 79. MEXICO ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
  • TABLE 80. MEXICO ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
  • TABLE 81. MEXICO ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 82. MEXICO ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2025-2030 (USD MILLION)
  • TABLE 83. BRAZIL ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
  • TABLE 84. BRAZIL ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
  • TABLE 85. BRAZIL ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2018-2024 (USD MILLION)
  • TABLE 86. BRAZIL ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2025-2030 (USD MILLION)
  • TABLE 87. BRAZIL ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
  • TABLE 88. BRAZIL ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
  • TABLE 89. BRAZIL ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 90. BRAZIL ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2025-2030 (USD MILLION)
  • TABLE 91. ARGENTINA ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
  • TABLE 92. ARGENTINA ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
  • TABLE 93. ARGENTINA ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2018-2024 (USD MILLION)
  • TABLE 94. ARGENTINA ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2025-2030 (USD MILLION)
  • TABLE 95. ARGENTINA ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
  • TABLE 96. ARGENTINA ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
  • TABLE 97. ARGENTINA ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 98. ARGENTINA ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2025-2030 (USD MILLION)
  • TABLE 99. EUROPE, MIDDLE EAST & AFRICA ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
  • TABLE 100. EUROPE, MIDDLE EAST & AFRICA ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
  • TABLE 101. EUROPE, MIDDLE EAST & AFRICA ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2018-2024 (USD MILLION)
  • TABLE 102. EUROPE, MIDDLE EAST & AFRICA ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2025-2030 (USD MILLION)
  • TABLE 103. EUROPE, MIDDLE EAST & AFRICA ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
  • TABLE 104. EUROPE, MIDDLE EAST & AFRICA ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
  • TABLE 105. EUROPE, MIDDLE EAST & AFRICA ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 106. EUROPE, MIDDLE EAST & AFRICA ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2025-2030 (USD MILLION)
  • TABLE 107. EUROPE, MIDDLE EAST & AFRICA ALTERNATIVE DATA MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 108. EUROPE, MIDDLE EAST & AFRICA ALTERNATIVE DATA MARKET SIZE, BY COUNTRY, 2025-2030 (USD MILLION)
  • TABLE 109. UNITED KINGDOM ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
  • TABLE 110. UNITED KINGDOM ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
  • TABLE 111. UNITED KINGDOM ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2018-2024 (USD MILLION)
  • TABLE 112. UNITED KINGDOM ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2025-2030 (USD MILLION)
  • TABLE 113. UNITED KINGDOM ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
  • TABLE 114. UNITED KINGDOM ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
  • TABLE 115. UNITED KINGDOM ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 116. UNITED KINGDOM ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2025-2030 (USD MILLION)
  • TABLE 117. GERMANY ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
  • TABLE 118. GERMANY ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
  • TABLE 119. GERMANY ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2018-2024 (USD MILLION)
  • TABLE 120. GERMANY ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2025-2030 (USD MILLION)
  • TABLE 121. GERMANY ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
  • TABLE 122. GERMANY ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
  • TABLE 123. GERMANY ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 124. GERMANY ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2025-2030 (USD MILLION)
  • TABLE 125. FRANCE ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
  • TABLE 126. FRANCE ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
  • TABLE 127. FRANCE ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2018-2024 (USD MILLION)
  • TABLE 128. FRANCE ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2025-2030 (USD MILLION)
  • TABLE 129. FRANCE ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
  • TABLE 130. FRANCE ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
  • TABLE 131. FRANCE ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 132. FRANCE ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2025-2030 (USD MILLION)
  • TABLE 133. RUSSIA ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
  • TABLE 134. RUSSIA ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
  • TABLE 135. RUSSIA ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2018-2024 (USD MILLION)
  • TABLE 136. RUSSIA ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2025-2030 (USD MILLION)
  • TABLE 137. RUSSIA ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
  • TABLE 138. RUSSIA ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
  • TABLE 139. RUSSIA ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 140. RUSSIA ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2025-2030 (USD MILLION)
  • TABLE 141. ITALY ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
  • TABLE 142. ITALY ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
  • TABLE 143. ITALY ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2018-2024 (USD MILLION)
  • TABLE 144. ITALY ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2025-2030 (USD MILLION)
  • TABLE 145. ITALY ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
  • TABLE 146. ITALY ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
  • TABLE 147. ITALY ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 148. ITALY ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2025-2030 (USD MILLION)
  • TABLE 149. SPAIN ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
  • TABLE 150. SPAIN ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
  • TABLE 151. SPAIN ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2018-2024 (USD MILLION)
  • TABLE 152. SPAIN ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2025-2030 (USD MILLION)
  • TABLE 153. SPAIN ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
  • TABLE 154. SPAIN ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
  • TABLE 155. SPAIN ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 156. SPAIN ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2025-2030 (USD MILLION)
  • TABLE 157. UNITED ARAB EMIRATES ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
  • TABLE 158. UNITED ARAB EMIRATES ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
  • TABLE 159. UNITED ARAB EMIRATES ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2018-2024 (USD MILLION)
  • TABLE 160. UNITED ARAB EMIRATES ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2025-2030 (USD MILLION)
  • TABLE 161. UNITED ARAB EMIRATES ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
  • TABLE 162. UNITED ARAB EMIRATES ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
  • TABLE 163. UNITED ARAB EMIRATES ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 164. UNITED ARAB EMIRATES ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2025-2030 (USD MILLION)
  • TABLE 165. SAUDI ARABIA ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
  • TABLE 166. SAUDI ARABIA ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
  • TABLE 167. SAUDI ARABIA ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2018-2024 (USD MILLION)
  • TABLE 168. SAUDI ARABIA ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2025-2030 (USD MILLION)
  • TABLE 169. SAUDI ARABIA ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
  • TABLE 170. SAUDI ARABIA ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
  • TABLE 171. SAUDI ARABIA ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 172. SAUDI ARABIA ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2025-2030 (USD MILLION)
  • TABLE 173. SOUTH AFRICA ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
  • TABLE 174. SOUTH AFRICA ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
  • TABLE 175. SOUTH AFRICA ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2018-2024 (USD MILLION)
  • TABLE 176. SOUTH AFRICA ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2025-2030 (USD MILLION)
  • TABLE 177. SOUTH AFRICA ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
  • TABLE 178. SOUTH AFRICA ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
  • TABLE 179. SOUTH AFRICA ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 180. SOUTH AFRICA ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2025-2030 (USD MILLION)
  • TABLE 181. DENMARK ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
  • TABLE 182. DENMARK ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
  • TABLE 183. DENMARK ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2018-2024 (USD MILLION)
  • TABLE 184. DENMARK ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2025-2030 (USD MILLION)
  • TABLE 185. DENMARK ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
  • TABLE 186. DENMARK ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
  • TABLE 187. DENMARK ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 188. DENMARK ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2025-2030 (USD MILLION)
  • TABLE 189. NETHERLANDS ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
  • TABLE 190. NETHERLANDS ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
  • TABLE 191. NETHERLANDS ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2018-2024 (USD MILLION)
  • TABLE 192. NETHERLANDS ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2025-2030 (USD MILLION)
  • TABLE 193. NETHERLANDS ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
  • TABLE 194. NETHERLANDS ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
  • TABLE 195. NETHERLANDS ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 196. NETHERLANDS ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2025-2030 (USD MILLION)
  • TABLE 197. QATAR ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
  • TABLE 198. QATAR ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
  • TABLE 199. QATAR ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2018-2024 (USD MILLION)
  • TABLE 200. QATAR ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2025-2030 (USD MILLION)
  • TABLE 201. QATAR ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
  • TABLE 202. QATAR ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
  • TABLE 203. QATAR ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 204. QATAR ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2025-2030 (USD MILLION)
  • TABLE 205. FINLAND ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
  • TABLE 206. FINLAND ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
  • TABLE 207. FINLAND ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2018-2024 (USD MILLION)
  • TABLE 208. FINLAND ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2025-2030 (USD MILLION)
  • TABLE 209. FINLAND ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
  • TABLE 210. FINLAND ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
  • TABLE 211. FINLAND ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 212. FINLAND ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2025-2030 (USD MILLION)
  • TABLE 213. SWEDEN ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
  • TABLE 214. SWEDEN ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
  • TABLE 215. SWEDEN ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2018-2024 (USD MILLION)
  • TABLE 216. SWEDEN ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2025-2030 (USD MILLION)
  • TABLE 217. SWEDEN ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
  • TABLE 218. SWEDEN ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
  • TABLE 219. SWEDEN ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 220. SWEDEN ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2025-2030 (USD MILLION)
  • TABLE 221. NIGERIA ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
  • TABLE 222. NIGERIA ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
  • TABLE 223. NIGERIA ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2018-2024 (USD MILLION)
  • TABLE 224. NIGERIA ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2025-2030 (USD MILLION)
  • TABLE 225. NIGERIA ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
  • TABLE 226. NIGERIA ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
  • TABLE 227. NIGERIA ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 228. NIGERIA ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2025-2030 (USD MILLION)
  • TABLE 229. EGYPT ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
  • TABLE 230. EGYPT ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
  • TABLE 231. EGYPT ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2018-2024 (USD MILLION)
  • TABLE 232. EGYPT ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2025-2030 (USD MILLION)
  • TABLE 233. EGYPT ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
  • TABLE 234. EGYPT ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
  • TABLE 235. EGYPT ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 236. EGYPT ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2025-2030 (USD MILLION)
  • TABLE 237. TURKEY ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
  • TABLE 238. TURKEY ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
  • TABLE 239. TURKEY ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2018-2024 (USD MILLION)
  • TABLE 240. TURKEY ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2025-2030 (USD MILLION)
  • TABLE 241. TURKEY ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
  • TABLE 242. TURKEY ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
  • TABLE 243. TURKEY ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 244. TURKEY ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2025-2030 (USD MILLION)
  • TABLE 245. ISRAEL ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
  • TABLE 246. ISRAEL ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
  • TABLE 247. ISRAEL ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2018-2024 (USD MILLION)
  • TABLE 248. ISRAEL ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2025-2030 (USD MILLION)
  • TABLE 249. ISRAEL ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
  • TABLE 250. ISRAEL ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
  • TABLE 251. ISRAEL ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 252. ISRAEL ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2025-2030 (USD MILLION)
  • TABLE 253. NORWAY ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
  • TABLE 254. NORWAY ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
  • TABLE 255. NORWAY ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2018-2024 (USD MILLION)
  • TABLE 256. NORWAY ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2025-2030 (USD MILLION)
  • TABLE 257. NORWAY ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
  • TABLE 258. NORWAY ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
  • TABLE 259. NORWAY ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 260. NORWAY ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2025-2030 (USD MILLION)
  • TABLE 261. POLAND ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
  • TABLE 262. POLAND ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
  • TABLE 263. POLAND ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2018-2024 (USD MILLION)
  • TABLE 264. POLAND ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2025-2030 (USD MILLION)
  • TABLE 265. POLAND ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
  • TABLE 266. POLAND ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
  • TABLE 267. POLAND ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 268. POLAND ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2025-2030 (USD MILLION)
  • TABLE 269. SWITZERLAND ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
  • TABLE 270. SWITZERLAND ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
  • TABLE 271. SWITZERLAND ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2018-2024 (USD MILLION)
  • TABLE 272. SWITZERLAND ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2025-2030 (USD MILLION)
  • TABLE 273. SWITZERLAND ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
  • TABLE 274. SWITZERLAND ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
  • TABLE 275. SWITZERLAND ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 276. SWITZERLAND ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2025-2030 (USD MILLION)
  • TABLE 277. ASIA-PACIFIC ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
  • TABLE 278. ASIA-PACIFIC ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
  • TABLE 279. ASIA-PACIFIC ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2018-2024 (USD MILLION)
  • TABLE 280. ASIA-PACIFIC ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2025-2030 (USD MILLION)
  • TABLE 281. ASIA-PACIFIC ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
  • TABLE 282. ASIA-PACIFIC ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
  • TABLE 283. ASIA-PACIFIC ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 284. ASIA-PACIFIC ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2025-2030 (USD MILLION)
  • TABLE 285. ASIA-PACIFIC ALTERNATIVE DATA MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 286. ASIA-PACIFIC ALTERNATIVE DATA MARKET SIZE, BY COUNTRY, 2025-2030 (USD MILLION)
  • TABLE 287. CHINA ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
  • TABLE 288. CHINA ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
  • TABLE 289. CHINA ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2018-2024 (USD MILLION)
  • TABLE 290. CHINA ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2025-2030 (USD MILLION)
  • TABLE 291. CHINA ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
  • TABLE 292. CHINA ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
  • TABLE 293. CHINA ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 294. CHINA ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2025-2030 (USD MILLION)
  • TABLE 295. INDIA ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
  • TABLE 296. INDIA ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
  • TABLE 297. INDIA ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2018-2024 (USD MILLION)
  • TABLE 298. INDIA ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2025-2030 (USD MILLION)
  • TABLE 299. INDIA ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
  • TABLE 300. INDIA ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
  • TABLE 301. INDIA ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 302. INDIA ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2025-2030 (USD MILLION)
  • TABLE 303. JAPAN ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
  • TABLE 304. JAPAN ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
  • TABLE 305. JAPAN ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2018-2024 (USD MILLION)
  • TABLE 306. JAPAN ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2025-2030 (USD MILLION)
  • TABLE 307. JAPAN ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
  • TABLE 308. JAPAN ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
  • TABLE 309. JAPAN ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 310. JAPAN ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2025-2030 (USD MILLION)
  • TABLE 311. AUSTRALIA ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
  • TABLE 312. AUSTRALIA ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
  • TABLE 313. AUSTRALIA ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2018-2024 (USD MILLION)
  • TABLE 314. AUSTRALIA ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2025-2030 (USD MILLION)
  • TABLE 315. AUSTRALIA ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
  • TABLE 316. AUSTRALIA ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
  • TABLE 317. AUSTRALIA ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 318. AUSTRALIA ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2025-2030 (USD MILLION)
  • TABLE 319. SOUTH KOREA ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
  • TABLE 320. SOUTH KOREA ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
  • TABLE 321. SOUTH KOREA ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2018-2024 (USD MILLION)
  • TABLE 322. SOUTH KOREA ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2025-2030 (USD MILLION)
  • TABLE 323. SOUTH KOREA ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
  • TABLE 324. SOUTH KOREA ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
  • TABLE 325. SOUTH KOREA ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 326. SOUTH KOREA ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2025-2030 (USD MILLION)
  • TABLE 327. INDONESIA ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
  • TABLE 328. INDONESIA ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
  • TABLE 329. INDONESIA ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2018-2024 (USD MILLION)
  • TABLE 330. INDONESIA ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2025-2030 (USD MILLION)
  • TABLE 331. INDONESIA ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
  • TABLE 332. INDONESIA ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
  • TABLE 333. INDONESIA ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 334. INDONESIA ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2025-2030 (USD MILLION)
  • TABLE 335. THAILAND ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
  • TABLE 336. THAILAND ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
  • TABLE 337. THAILAND ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2018-2024 (USD MILLION)
  • TABLE 338. THAILAND ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2025-2030 (USD MILLION)
  • TABLE 339. THAILAND ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
  • TABLE 340. THAILAND ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
  • TABLE 341. THAILAND ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 342. THAILAND ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2025-2030 (USD MILLION)
  • TABLE 343. PHILIPPINES ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
  • TABLE 344. PHILIPPINES ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
  • TABLE 345. PHILIPPINES ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2018-2024 (USD MILLION)
  • TABLE 346. PHILIPPINES ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2025-2030 (USD MILLION)
  • TABLE 347. PHILIPPINES ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
  • TABLE 348. PHILIPPINES ALTERNATIVE DATA MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
  • TABLE 349. PHILIPPINES ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 350. PHILIPPINES ALTERNATIVE DATA MARKET SIZE, BY END USER INDUSTRY, 2025-2030 (USD MILLION)
  • TABLE 351. MALAYSIA ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
  • TABLE 352. MALAYSIA ALTERNATIVE DATA MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
  • TABLE 353. MALAYSIA ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2018-2024 (USD MILLION)
  • TABLE 354. MALAYSIA ALTERNATIVE DATA MARKET SIZE, BY CATEGORY, 2025-2030