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市场调查报告书
商品编码
1571969

全球图表分析市场

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个工作天内

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简介目录

到 2030 年，全球图分析市场预计将达到 113 亿美元

全球图分析市场预计 2023 年为 18 亿美元，预计到 2030 年将达到 113 亿美元，2023-2030 年分析期间复合年增长率为 30.4%。图形分析解决方案是本报告分析的细分市场之一，预计复合年增长率为 31.0%，到分析期结束时将达到 85 亿美元。分析期间内，图形分析服务业的复合年增长率预计为 28.6%。

美国市场预估4.44亿美元，中国预期复合年增长率37.6%

到 2023 年，美国图分析市场预计将达到 4.44 亿美元。中国作为世界第二大经济体，预计2030年市场规模将达34亿美元，2023-2030年分析期间复合年增长率为37.6%。其他值得注意的区域市场包括日本和加拿大，在分析期间预计复合年增长率分别为 23.1% 和 26.8%。在欧洲，德国的复合年增长率预计约为 25.2%。

全球图分析市场－主要趋势与驱动因素总结

图分析如何形塑资料主导决策的未来？

图分析已成为分析复杂资料集集中关係和连结的强大工具，使企业能够发现隐藏的模式、趋势和见解。与专注于单一资料点的传统分析技术不同，图分析检验资料点之间的相互关係，这使其成为诈欺检测、社交网络分析和建议引擎等应用的理想选择。透过利用图论和机器学习演算法，图分析可以实现即时资料分析，从而更深入地了解客户行为、供应链动态和网路安全威胁。随着我们更多地依赖资料主导的决策，对图形分析解决方案的需求正在快速增长。

图分析市场的关键细分市场和应用有哪些？

图分析市场可以按软体或服务的类型以及实现格式（例如本地类型或云端类型）进行分类。图分析的应用范围广泛，跨越金融、医疗保健、通讯和零售等行业。在金融领域，图分析用于诈欺检测和反洗钱 (AML)，其中分析复杂交易网路的能力至关重要。在医疗保健领域，它有助于分析患者资料以进行疾病诊断和治疗最佳化。社群网路分析、建议系统和网路安全也是图分析日益普及的重要领域。虽然云端基础的部署因其扩充性和易用性而越来越受欢迎，但具有严格资料安全要求的组织更喜欢本地解决方案。

技术创新如何扩展图分析的能力？

技术的进步极大地提高了图分析的能力，特别是在可扩展性、处理速度以及与其他高级分析工具的整合方面。平行处理和分散式运算的兴起使得图分析平台能够处理庞大的资料集，从而使企业能够即时分析大规模图。此外，人工智慧 (AI) 和机器学习 (ML) 的整合正在提高图形分析识别复杂模式和预测未来结果的能力。此外，Neo4j 和 TigerGraph 等图资料库的进步使我们能够更有效地储存和查询图结构资料。这些创新使图形分析成为现代资料科学和商业智慧策略的重要组成部分。

推动图分析市场成长的因素有哪些？

图分析市场的成长是由多种因素推动的，包括对即时洞察的需求不断增长以及现代商业环境中资料关係日益复杂。随着组织从社交媒体、物联网设备和客户互动等来源产生更多互连资料，对能够分析这些连接的工具的需求不断增长。需要分析复杂资料关係的人工智慧和机器学习应用程式的兴起进一步推动了对图形分析的需求。此外，人们对网路安全、诈欺侦测和供应链优化的兴趣日益浓厚，正在推动图形分析解决方案的采用。提供可扩展且经济高效的图形分析功能的云端基础的平台的扩展也促进了市场的成长。

受访企业举例（共34家）

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

目录

第一章调查方法

第 2 章执行摘要

  • 市场概况
  • 主要企业
  • 市场趋势和驱动因素
  • 全球市场展望

第三章市场分析

  • 美国
  • 加拿大
  • 日本
  • 中国
  • 欧洲
  • 法国
  • 德国
  • 义大利
  • 英国
  • 西班牙
  • 俄罗斯
  • 其他欧洲国家
  • 亚太地区
  • 澳洲
  • 印度
  • 韩国
  • 其他亚太地区
  • 拉丁美洲
  • 阿根廷
  • 巴西
  • 墨西哥
  • 其他拉丁美洲
  • 中东
  • 伊朗
  • 以色列
  • 沙乌地阿拉伯
  • 阿拉伯聯合大公国
  • 其他中东地区
  • 非洲

第四章 比赛

简介目录
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