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市場調查報告書
商品編碼
1571969

全球圖表分析市場

Graph Analytics
出版日期: | 出版商: Global Industry Analysts, Inc. | 英文 89 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，全球圖分析市場預計將達到 113 億美元

全球圖分析市場預計 2023 年為 18 億美元，預計到 2030 年將達到 113 億美元，2023-2030 年分析期間複合年成長率為 30.4%。圖形分析解決方案是本報告分析的細分市場之一，預計複合年成長率為 31.0%，到分析期結束時將達到 85 億美元。分析期間內，圖形分析服務業的複合年成長率預計為 28.6%。

美國市場預估4.44億美元，中國預期複合年成長率37.6%

到 2023 年，美國圖分析市場預計將達到 4.44 億美元。中國作為世界第二大經濟體，預計2030年市場規模將達34億美元，2023-2030年分析期間複合年成長率為37.6%。其他值得注意的區域市場包括日本和加拿大，在分析期間預計複合年成長率分別為 23.1% 和 26.8%。在歐洲，德國的複合年成長率預計約為 25.2%。

全球圖分析市場－主要趨勢與促進因素總結

圖分析如何形塑資料主導決策的未來？

圖分析已成為分析複雜資料集集中關係和連結的強大工具，使企業能夠發現隱藏的模式、趨勢和見解。與專注於單一資料點的傳統分析技術不同，圖分析檢驗資料點之間的相互關係，這使其成為詐欺檢測、社交網路分析和建議引擎等應用的理想選擇。透過利用圖論和機器學習演算法，圖分析可以實現即時資料分析，從而更深入地了解客戶行為、供應鏈動態和網路安全威脅。隨著我們更多地依賴資料主導的決策，對圖形分析解決方案的需求正在快速成長。

圖分析市場的關鍵細分市場和應用有哪些？

圖分析市場可以按軟體或服務的類型以及實現格式（例如本地類型或雲端類型）進行分類。圖分析的應用範圍廣泛，跨越金融、醫療保健、通訊和零售等行業。在金融領域，圖分析用於詐欺檢測和反洗錢 (AML)，其中分析複雜交易網路的能力至關重要。在醫療保健領域，它有助於分析患者資料以進行疾病診斷和治療最佳化。社群網路分析、建議系統和網路安全也是圖分析日益普及的重要領域。雖然雲端基礎的部署因其擴充性和易用性而越來越受歡迎，但具有嚴格資料安全要求的組織更喜歡本地解決方案。

技術創新如何擴展圖分析的能力？

技術的進步極大地提高了圖分析的能力，特別是在可擴展性、處理速度以及與其他高級分析工具的整合方面。平行處理和分散式運算的興起使得圖分析平台能夠處理龐大的資料集，從而使企業能夠即時分析大規模圖。此外，人工智慧 (AI) 和機器學習 (ML) 的整合正在提高圖形分析識別複雜模式和預測未來結果的能力。此外，Neo4j 和 TigerGraph 等圖資料庫的進步使我們能夠更有效地儲存和查詢圖結構資料。這些創新使圖形分析成為現代資料科學和商業智慧策略的重要組成部分。

推動圖分析市場成長的因素有哪些？

圖分析市場的成長是由多種因素推動的，包括對即時洞察的需求不斷成長以及現代商業環境中資料關係日益複雜。隨著組織從社交媒體、物聯網設備和客戶互動等來源產生更多互連資料，對能夠分析這些連接的工具的需求不斷成長。需要分析複雜資料關係的人工智慧和機器學習應用程式的興起進一步推動了對圖形分析的需求。此外，人們對網路安全、詐欺偵測和供應鏈最佳化的興趣日益濃厚，正在推動圖形分析解決方案的採用。提供可擴展且經濟高效的圖形分析功能的雲端基礎的平台的擴展也促進了市場的成長。

受訪企業舉例（共34家）

  • AWS
  • Cray
  • Dataiku
  • DataStax
  • Franz
  • Graphistry
  • IBM
  • Linkurious
  • Lynx Analytics
  • Microsoft
  • Neo4j
  • Oracle
  • Teradata
  • TIBCO Software
  • TigerGraph

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: MCP21900

Global Graph Analytics Market to Reach US$11.3 Billion by 2030

The global market for Graph Analytics estimated at US$1.8 Billion in the year 2023, is expected to reach US$11.3 Billion by 2030, growing at a CAGR of 30.4% over the analysis period 2023-2030. Graph Analytics Solutions, one of the segments analyzed in the report, is expected to record a 31.0% CAGR and reach US$8.5 Billion by the end of the analysis period. Growth in the Graph Analytics Services segment is estimated at 28.6% CAGR over the analysis period.

The U.S. Market is Estimated at US$444.0 Million While China is Forecast to Grow at 37.6% CAGR

The Graph Analytics market in the U.S. is estimated at US$444.0 Million in the year 2023. China, the world's second largest economy, is forecast to reach a projected market size of US$3.4 Billion by the year 2030 trailing a CAGR of 37.6% over the analysis period 2023-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 23.1% and 26.8% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 25.2% CAGR.

Global Graph Analytics Market - Key Trends and Drivers Summarized

How Is Graph Analytics Shaping the Future of Data-Driven Decision-Making?

Graph analytics is emerging as a powerful tool for analyzing relationships and connections within complex data sets, enabling organizations to uncover hidden patterns, trends, and insights. Unlike traditional analytics methods, which focus on individual data points, graph analytics examines how data points are related to each other, making it ideal for applications such as fraud detection, social network analysis, and recommendation engines. By leveraging graph theory and machine learning algorithms, graph analytics allows businesses to analyze data in real time, providing deeper insights into customer behavior, supply chain dynamics, and cybersecurity threats. As organizations increasingly rely on data-driven decision-making, the demand for graph analytics solutions is rapidly expanding.

What Are the Key Segments and Applications of the Graph Analytics Market?

The graph analytics market can be segmented by type, including software and services, and by deployment, such as on-premise and cloud-based solutions. Applications of graph analytics are diverse, spanning industries such as finance, healthcare, telecommunications, and retail. In finance, graph analytics is used for fraud detection and anti-money laundering (AML), where the ability to analyze complex networks of transactions is critical. In healthcare, it helps in analyzing patient data for disease diagnosis and treatment optimization. Social network analysis, recommendation systems, and cybersecurity are other key areas where graph analytics is gaining traction. Cloud-based deployments are becoming more popular due to their scalability and ease of use, while on-premise solutions are preferred by organizations with stringent data security requirements.

How Are Technological Innovations Expanding the Capabilities of Graph Analytics?

Technological advancements are significantly enhancing the capabilities of graph analytics, particularly in terms of scalability, processing speed, and integration with other advanced analytics tools. The rise of parallel processing and distributed computing is enabling graph analytics platforms to handle massive datasets, allowing businesses to analyze large-scale graphs in real time. The integration of artificial intelligence (AI) and machine learning (ML) is also improving the ability of graph analytics to identify complex patterns and predict future outcomes. Moreover, advancements in graph databases, such as Neo4j and TigerGraph, are providing more efficient ways to store and query graph-structured data. These innovations are making graph analytics a critical component of modern data science and business intelligence strategies.

What Factors Are Driving the Growth in the Graph Analytics Market?

The growth in the graph analytics market is driven by several factors, including the increasing demand for real-time insights and the growing complexity of data relationships in modern business environments. As organizations generate more interconnected data from sources such as social media, IoT devices, and customer interactions, the need for tools that can analyze these connections is becoming more critical. The rise of AI and machine learning applications, which often require complex data relationships to be analyzed, is further propelling the demand for graph analytics. Additionally, the growing focus on cybersecurity, fraud detection, and supply chain optimization is driving the adoption of graph analytics solutions. The expansion of cloud-based platforms, which offer scalable and cost-effective graph analytics capabilities, is also contributing to market growth.

Select Competitors (Total 34 Featured) -

  • AWS
  • Cray
  • Dataiku
  • DataStax
  • Franz
  • Graphistry
  • IBM
  • Linkurious
  • Lynx Analytics
  • Microsoft
  • Neo4j
  • Oracle
  • Teradata
  • TIBCO Software
  • TigerGraph

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • World Market Trajectories
    • Global Economic Update
    • Graph Analytics - 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
    • Increasing Adoption of Graph Analytics in Fraud Detection and Prevention Spurs Market Growth
    • Rising Use of Graph Analytics in Social Network Analysis Expands Addressable Market
    • Growing Focus on Real-Time Analytics and Data Visualization Drives Adoption of Graph Analytics
    • Rising Demand for Advanced Analytics in Cybersecurity Strengthens Business Case for Graph Analytics
    • Increasing Use of Graph Databases in Knowledge Management and Recommendation Systems Expands Market Opportunities
    • Growing Applications of Graph Analytics in Supply Chain Management Drives Demand
    • Rising Integration of Graph Analytics with AI for Predictive and Prescriptive Analytics Propels Market Growth
    • Growing Use of Graph Analytics in Healthcare for Drug Discovery and Genomics Accelerates Market Adoption
    • Expansion of Graph Analytics in Telecom and Network Management Drives Growth
    • Increasing Application of Graph Analytics in Financial Services for Risk Management Fuels Demand
    • Technological Innovations in Graph Querying and Parallel Processing Enhance Graph Analytics Capabilities
    • Rising Demand for Graph Analytics in Marketing and Customer Relationship Management (CRM) Expands Market
    • Growing Use of Graph Analytics in Smart Cities and IoT Applications Generates New Opportunities
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Recent Past, Current & Future Analysis for Graph Analytics by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 2: World 7-Year Perspective for Graph Analytics 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 2024 & 2030
    • TABLE 3: World Recent Past, Current & Future Analysis for Solutions by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 4: World 7-Year Perspective for Solutions by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2024 & 2030
    • TABLE 5: World Recent Past, Current & Future Analysis for Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 6: World 7-Year Perspective for Services by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2024 & 2030
    • TABLE 7: World Recent Past, Current & Future Analysis for Customer Analytics by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 8: World 7-Year Perspective for Customer Analytics by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2024 & 2030
    • TABLE 9: World Recent Past, Current & Future Analysis for Risk & Compliance Management by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 10: World 7-Year Perspective for Risk & Compliance Management by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2024 & 2030
    • TABLE 11: World Recent Past, Current & Future Analysis for Recommendation Engines by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 12: World 7-Year Perspective for Recommendation Engines by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2024 & 2030
    • TABLE 13: World Recent Past, Current & Future Analysis for Route Optimization by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 14: World 7-Year Perspective for Route Optimization by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2024 & 2030
    • TABLE 15: World Recent Past, Current & Future Analysis for Fraud Detection by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 16: World 7-Year Perspective for Fraud Detection by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2024 & 2030
    • TABLE 17: World Recent Past, Current & Future Analysis for Other Applications by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 18: World 7-Year Perspective for Other Applications by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2024 & 2030
    • TABLE 19: World Graph Analytics Market Analysis of Annual Sales in US$ Thousand for Years 2014 through 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Graph Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2024 (E)
    • TABLE 20: USA Recent Past, Current & Future Analysis for Graph Analytics by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 21: USA 7-Year Perspective for Graph Analytics by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2024 & 2030
    • TABLE 22: USA Recent Past, Current & Future Analysis for Graph Analytics by Application - Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 23: USA 7-Year Perspective for Graph Analytics by Application - Percentage Breakdown of Value Sales for Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications for the Years 2024 & 2030
  • CANADA
    • TABLE 24: Canada Recent Past, Current & Future Analysis for Graph Analytics by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 25: Canada 7-Year Perspective for Graph Analytics by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2024 & 2030
    • TABLE 26: Canada Recent Past, Current & Future Analysis for Graph Analytics by Application - Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 27: Canada 7-Year Perspective for Graph Analytics by Application - Percentage Breakdown of Value Sales for Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications for the Years 2024 & 2030
  • JAPAN
    • Graph Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2024 (E)
    • TABLE 28: Japan Recent Past, Current & Future Analysis for Graph Analytics by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 29: Japan 7-Year Perspective for Graph Analytics by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2024 & 2030
    • TABLE 30: Japan Recent Past, Current & Future Analysis for Graph Analytics by Application - Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 31: Japan 7-Year Perspective for Graph Analytics by Application - Percentage Breakdown of Value Sales for Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications for the Years 2024 & 2030
  • CHINA
    • Graph Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2024 (E)
    • TABLE 32: China Recent Past, Current & Future Analysis for Graph Analytics by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 33: China 7-Year Perspective for Graph Analytics by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2024 & 2030
    • TABLE 34: China Recent Past, Current & Future Analysis for Graph Analytics by Application - Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 35: China 7-Year Perspective for Graph Analytics by Application - Percentage Breakdown of Value Sales for Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications for the Years 2024 & 2030
  • EUROPE
    • Graph Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2024 (E)
    • TABLE 36: Europe Recent Past, Current & Future Analysis for Graph Analytics by Geographic Region - France, Germany, Italy, UK, Spain, Russia and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 37: Europe 7-Year Perspective for Graph Analytics by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK, Spain, Russia and Rest of Europe Markets for Years 2024 & 2030
    • TABLE 38: Europe Recent Past, Current & Future Analysis for Graph Analytics by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 39: Europe 7-Year Perspective for Graph Analytics by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2024 & 2030
    • TABLE 40: Europe Recent Past, Current & Future Analysis for Graph Analytics by Application - Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 41: Europe 7-Year Perspective for Graph Analytics by Application - Percentage Breakdown of Value Sales for Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications for the Years 2024 & 2030
  • FRANCE
    • Graph Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2024 (E)
    • TABLE 42: France Recent Past, Current & Future Analysis for Graph Analytics by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 43: France 7-Year Perspective for Graph Analytics by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2024 & 2030
    • TABLE 44: France Recent Past, Current & Future Analysis for Graph Analytics by Application - Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 45: France 7-Year Perspective for Graph Analytics by Application - Percentage Breakdown of Value Sales for Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications for the Years 2024 & 2030
  • GERMANY
    • Graph Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2024 (E)
    • TABLE 46: Germany Recent Past, Current & Future Analysis for Graph Analytics by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 47: Germany 7-Year Perspective for Graph Analytics by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2024 & 2030
    • TABLE 48: Germany Recent Past, Current & Future Analysis for Graph Analytics by Application - Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 49: Germany 7-Year Perspective for Graph Analytics by Application - Percentage Breakdown of Value Sales for Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications for the Years 2024 & 2030
  • ITALY
    • TABLE 50: Italy Recent Past, Current & Future Analysis for Graph Analytics by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 51: Italy 7-Year Perspective for Graph Analytics by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2024 & 2030
    • TABLE 52: Italy Recent Past, Current & Future Analysis for Graph Analytics by Application - Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 53: Italy 7-Year Perspective for Graph Analytics by Application - Percentage Breakdown of Value Sales for Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications for the Years 2024 & 2030
  • UNITED KINGDOM
    • Graph Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2024 (E)
    • TABLE 54: UK Recent Past, Current & Future Analysis for Graph Analytics by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 55: UK 7-Year Perspective for Graph Analytics by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2024 & 2030
    • TABLE 56: UK Recent Past, Current & Future Analysis for Graph Analytics by Application - Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 57: UK 7-Year Perspective for Graph Analytics by Application - Percentage Breakdown of Value Sales for Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications for the Years 2024 & 2030
  • SPAIN
    • TABLE 58: Spain Recent Past, Current & Future Analysis for Graph Analytics by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 59: Spain 7-Year Perspective for Graph Analytics by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2024 & 2030
    • TABLE 60: Spain Recent Past, Current & Future Analysis for Graph Analytics by Application - Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 61: Spain 7-Year Perspective for Graph Analytics by Application - Percentage Breakdown of Value Sales for Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications for the Years 2024 & 2030
  • RUSSIA
    • TABLE 62: Russia Recent Past, Current & Future Analysis for Graph Analytics by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 63: Russia 7-Year Perspective for Graph Analytics by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2024 & 2030
    • TABLE 64: Russia Recent Past, Current & Future Analysis for Graph Analytics by Application - Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 65: Russia 7-Year Perspective for Graph Analytics by Application - Percentage Breakdown of Value Sales for Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications for the Years 2024 & 2030
  • REST OF EUROPE
    • TABLE 66: Rest of Europe Recent Past, Current & Future Analysis for Graph Analytics by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 67: Rest of Europe 7-Year Perspective for Graph Analytics by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2024 & 2030
    • TABLE 68: Rest of Europe Recent Past, Current & Future Analysis for Graph Analytics by Application - Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 69: Rest of Europe 7-Year Perspective for Graph Analytics by Application - Percentage Breakdown of Value Sales for Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications for the Years 2024 & 2030
  • ASIA-PACIFIC
    • Graph Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2024 (E)
    • TABLE 70: Asia-Pacific Recent Past, Current & Future Analysis for Graph Analytics by Geographic Region - Australia, India, South Korea and Rest of Asia-Pacific Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 71: Asia-Pacific 7-Year Perspective for Graph Analytics by Geographic Region - Percentage Breakdown of Value Sales for Australia, India, South Korea and Rest of Asia-Pacific Markets for Years 2024 & 2030
    • TABLE 72: Asia-Pacific Recent Past, Current & Future Analysis for Graph Analytics by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 73: Asia-Pacific 7-Year Perspective for Graph Analytics by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2024 & 2030
    • TABLE 74: Asia-Pacific Recent Past, Current & Future Analysis for Graph Analytics by Application - Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 75: Asia-Pacific 7-Year Perspective for Graph Analytics by Application - Percentage Breakdown of Value Sales for Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications for the Years 2024 & 2030
  • AUSTRALIA
    • Graph Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Australia for 2024 (E)
    • TABLE 76: Australia Recent Past, Current & Future Analysis for Graph Analytics by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 77: Australia 7-Year Perspective for Graph Analytics by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2024 & 2030
    • TABLE 78: Australia Recent Past, Current & Future Analysis for Graph Analytics by Application - Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 79: Australia 7-Year Perspective for Graph Analytics by Application - Percentage Breakdown of Value Sales for Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications for the Years 2024 & 2030
  • INDIA
    • Graph Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in India for 2024 (E)
    • TABLE 80: India Recent Past, Current & Future Analysis for Graph Analytics by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 81: India 7-Year Perspective for Graph Analytics by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2024 & 2030
    • TABLE 82: India Recent Past, Current & Future Analysis for Graph Analytics by Application - Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 83: India 7-Year Perspective for Graph Analytics by Application - Percentage Breakdown of Value Sales for Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications for the Years 2024 & 2030
  • SOUTH KOREA
    • TABLE 84: South Korea Recent Past, Current & Future Analysis for Graph Analytics by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 85: South Korea 7-Year Perspective for Graph Analytics by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2024 & 2030
    • TABLE 86: South Korea Recent Past, Current & Future Analysis for Graph Analytics by Application - Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 87: South Korea 7-Year Perspective for Graph Analytics by Application - Percentage Breakdown of Value Sales for Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications for the Years 2024 & 2030
  • REST OF ASIA-PACIFIC
    • TABLE 88: Rest of Asia-Pacific Recent Past, Current & Future Analysis for Graph Analytics by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 89: Rest of Asia-Pacific 7-Year Perspective for Graph Analytics by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2024 & 2030
    • TABLE 90: Rest of Asia-Pacific Recent Past, Current & Future Analysis for Graph Analytics by Application - Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 91: Rest of Asia-Pacific 7-Year Perspective for Graph Analytics by Application - Percentage Breakdown of Value Sales for Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications for the Years 2024 & 2030
  • LATIN AMERICA
    • Graph Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Latin America for 2024 (E)
    • TABLE 92: Latin America Recent Past, Current & Future Analysis for Graph Analytics by Geographic Region - Argentina, Brazil, Mexico and Rest of Latin America Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 93: Latin America 7-Year Perspective for Graph Analytics by Geographic Region - Percentage Breakdown of Value Sales for Argentina, Brazil, Mexico and Rest of Latin America Markets for Years 2024 & 2030
    • TABLE 94: Latin America Recent Past, Current & Future Analysis for Graph Analytics by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 95: Latin America 7-Year Perspective for Graph Analytics by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2024 & 2030
    • TABLE 96: Latin America Recent Past, Current & Future Analysis for Graph Analytics by Application - Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 97: Latin America 7-Year Perspective for Graph Analytics by Application - Percentage Breakdown of Value Sales for Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications for the Years 2024 & 2030
  • ARGENTINA
    • TABLE 98: Argentina Recent Past, Current & Future Analysis for Graph Analytics by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 99: Argentina 7-Year Perspective for Graph Analytics by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2024 & 2030
    • TABLE 100: Argentina Recent Past, Current & Future Analysis for Graph Analytics by Application - Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 101: Argentina 7-Year Perspective for Graph Analytics by Application - Percentage Breakdown of Value Sales for Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications for the Years 2024 & 2030
  • BRAZIL
    • TABLE 102: Brazil Recent Past, Current & Future Analysis for Graph Analytics by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 103: Brazil 7-Year Perspective for Graph Analytics by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2024 & 2030
    • TABLE 104: Brazil Recent Past, Current & Future Analysis for Graph Analytics by Application - Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 105: Brazil 7-Year Perspective for Graph Analytics by Application - Percentage Breakdown of Value Sales for Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications for the Years 2024 & 2030
  • MEXICO
    • TABLE 106: Mexico Recent Past, Current & Future Analysis for Graph Analytics by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 107: Mexico 7-Year Perspective for Graph Analytics by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2024 & 2030
    • TABLE 108: Mexico Recent Past, Current & Future Analysis for Graph Analytics by Application - Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 109: Mexico 7-Year Perspective for Graph Analytics by Application - Percentage Breakdown of Value Sales for Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications for the Years 2024 & 2030
  • REST OF LATIN AMERICA
    • TABLE 110: Rest of Latin America Recent Past, Current & Future Analysis for Graph Analytics by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 111: Rest of Latin America 7-Year Perspective for Graph Analytics by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2024 & 2030
    • TABLE 112: Rest of Latin America Recent Past, Current & Future Analysis for Graph Analytics by Application - Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 113: Rest of Latin America 7-Year Perspective for Graph Analytics by Application - Percentage Breakdown of Value Sales for Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications for the Years 2024 & 2030
  • MIDDLE EAST
    • Graph Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Middle East for 2024 (E)
    • TABLE 114: Middle East Recent Past, Current & Future Analysis for Graph Analytics by Geographic Region - Iran, Israel, Saudi Arabia, UAE and Rest of Middle East Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 115: Middle East 7-Year Perspective for Graph Analytics by Geographic Region - Percentage Breakdown of Value Sales for Iran, Israel, Saudi Arabia, UAE and Rest of Middle East Markets for Years 2024 & 2030
    • TABLE 116: Middle East Recent Past, Current & Future Analysis for Graph Analytics by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 117: Middle East 7-Year Perspective for Graph Analytics by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2024 & 2030
    • TABLE 118: Middle East Recent Past, Current & Future Analysis for Graph Analytics by Application - Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 119: Middle East 7-Year Perspective for Graph Analytics by Application - Percentage Breakdown of Value Sales for Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications for the Years 2024 & 2030
  • IRAN
    • TABLE 120: Iran Recent Past, Current & Future Analysis for Graph Analytics by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 121: Iran 7-Year Perspective for Graph Analytics by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2024 & 2030
    • TABLE 122: Iran Recent Past, Current & Future Analysis for Graph Analytics by Application - Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 123: Iran 7-Year Perspective for Graph Analytics by Application - Percentage Breakdown of Value Sales for Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications for the Years 2024 & 2030
  • ISRAEL
    • TABLE 124: Israel Recent Past, Current & Future Analysis for Graph Analytics by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 125: Israel 7-Year Perspective for Graph Analytics by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2024 & 2030
    • TABLE 126: Israel Recent Past, Current & Future Analysis for Graph Analytics by Application - Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 127: Israel 7-Year Perspective for Graph Analytics by Application - Percentage Breakdown of Value Sales for Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications for the Years 2024 & 2030
  • SAUDI ARABIA
    • TABLE 128: Saudi Arabia Recent Past, Current & Future Analysis for Graph Analytics by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 129: Saudi Arabia 7-Year Perspective for Graph Analytics by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2024 & 2030
    • TABLE 130: Saudi Arabia Recent Past, Current & Future Analysis for Graph Analytics by Application - Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 131: Saudi Arabia 7-Year Perspective for Graph Analytics by Application - Percentage Breakdown of Value Sales for Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications for the Years 2024 & 2030
  • UNITED ARAB EMIRATES
    • TABLE 132: UAE Recent Past, Current & Future Analysis for Graph Analytics by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 133: UAE 7-Year Perspective for Graph Analytics by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2024 & 2030
    • TABLE 134: UAE Recent Past, Current & Future Analysis for Graph Analytics by Application - Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 135: UAE 7-Year Perspective for Graph Analytics by Application - Percentage Breakdown of Value Sales for Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications for the Years 2024 & 2030
  • REST OF MIDDLE EAST
    • TABLE 136: Rest of Middle East Recent Past, Current & Future Analysis for Graph Analytics by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 137: Rest of Middle East 7-Year Perspective for Graph Analytics by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2024 & 2030
    • TABLE 138: Rest of Middle East Recent Past, Current & Future Analysis for Graph Analytics by Application - Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 139: Rest of Middle East 7-Year Perspective for Graph Analytics by Application - Percentage Breakdown of Value Sales for Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications for the Years 2024 & 2030
  • AFRICA
    • Graph Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Africa for 2024 (E)
    • TABLE 140: Africa Recent Past, Current & Future Analysis for Graph Analytics by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 141: Africa 7-Year Perspective for Graph Analytics by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2024 & 2030
    • TABLE 142: Africa Recent Past, Current & Future Analysis for Graph Analytics by Application - Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 143: Africa 7-Year Perspective for Graph Analytics by Application - Percentage Breakdown of Value Sales for Customer Analytics, Risk & Compliance Management, Recommendation Engines, Route Optimization, Fraud Detection and Other Applications for the Years 2024 & 2030

IV. COMPETITION