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그래프 분석 시장

Graph Analytics
발행일: | 리서치사: Market Glass, Inc. (Formerly Global Industry Analysts, Inc.) | 페이지 정보: 영문 89 Pages | 배송안내 : 1-2일 (영업일 기준)

    
    
    



※ 본 상품은 영문 자료로 한글과 영문 목차에 불일치하는 내용이 있을 경우 영문을 우선합니다. 정확한 검토를 위해 영문 목차를 참고해주시기 바랍니다.

그래프 분석 시장은 2030년까지 113억 달러에 달할 전망입니다.

2023년에 18억 달러로 추정된 그래프 분석 시장은 2030년에는 113억 달러에 이르고, 예측 기간 동안 복합 연간 성장률(CAGR)은 30.4%로 성장할 것으로 예측됩니다. 이 보고서에서 분석한 부문 중 하나인 그래프 분석 솔루션은 복합 연간 성장률(CAGR) 31.0%로 성장을 지속하고, 분석 기간이 끝날 때 85억 달러에 이를 것으로 예측됩니다. 그래프 분석 서비스 분야의 성장률은 분석 기간 동안 복합 연간 성장률(CAGR) 28.6%로 추정됩니다.

미국 시장은 4억 4,400만 달러로 추정되며 중국은 복합 연간 성장률(CAGR) 37.6%로 성장할 것으로 예측됩니다.

미국의 그래프 분석 시장은 2023년 4억 4,400만 달러로 추정됩니다. 세계 2위 경제대국인 중국은 2030년까지 34억 달러 규모에 이를 것으로 예측되며 예측 기간 동안 복합 연간 성장률(CAGR)은 37.6%입니다. 기타 주목할 만한 지역별 시장으로는 일본과 캐나다가 있으며, 분석 기간 중 복합 연간 성장률(CAGR)은 각각 23.1%와 26.8%로 예측되고 있습니다. 유럽에서는 독일이 복합 연간 성장률(CAGR) 약 25.2%로 성장할 것으로 예측됩니다.

세계 그래프 분석 시장 - 주요 동향과 촉진요인 요약

그래프 분석은 데이터 중심의 의사결정의 미래를 어떻게 형성하는가?

그래프 분석은 복잡한 데이터 세트의 관계와 연결을 분석하는 강력한 도구로 부상하며 기업은 숨겨진 패턴, 동향, 통찰력을 밝힐 수 있습니다. 그래프 분석은 개별 데이터 포인트에 주목하는 기존의 분석 기법과 달리 데이터 포인트가 어떻게 관련되어 있는지 확인하기 위해 사기 감지, 소셜 네트워크 분석, 추천 엔진 등의 용도에 이상적입니다. 입니다. 그래프 이론과 머신러닝 알고리즘을 활용함으로써 그래프 분석은 실시간으로 데이터 분석을 가능하게 하고 고객 행동, 공급망 역학 및 사이버 보안 위협에 대한 깊은 통찰력을 제공합니다. 데이터 중심의 의사결정에 대한 의존도가 높아짐에 따라 그래프 분석 솔루션 수요가 급속히 확대되고 있습니다.

그래프 분석 시장의 주요 부문와 용도는?

그래프 분석 시장은 소프트웨어나 서비스 등의 유형별, 온프레미스형이나 클라우드 기반 등의 도입 형태별로 분류할 수 있습니다. 그래프 분석의 용도는 다양하며, 금융, 헬스케어, 통신, 소매 등의 업계에 걸쳐 있습니다. 금융 분야에서는 복잡한 거래 네트워크를 분석하는 능력이 중요한 부정 탐지 및 안티 머니 론더링(AML)에 그래프 분석이 사용되고 있습니다. 헬스케어는 질병 진단 및 치료 최적화를 위해 환자 데이터를 분석하는 데 도움이 됩니다. 소셜 네트워크 분석, 추천 시스템, 사이버 보안도 그래프 분석이 인기를 끌고 있는 중요한 분야입니다. 클라우드 기반 배포는 확장성과 사용 편의성으로 인기가 높아졌지만 온프레미스 솔루션은 엄격한 데이터 보안 요구 사항을 가진 조직에서 선호됩니다.

혁신은 그래프 분석의 기능을 어떻게 확장합니까?

기술의 진보는 특히 확장성, 처리 속도 및 기타 고급 분석 도구와의 통합이라는 점에서 그래프 분석의 능력을 크게 향상시키고 있습니다. 병렬 처리와 분산 컴퓨팅의 등장으로, 그래프 분석 플랫폼은 방대한 데이터 세트를 처리할 수 있게 되었으며, 기업은 대규모 그래프를 실시간으로 분석할 수 있게 되었습니다. 또한 인공지능(AI)과 머신러닝(ML)의 통합은 그래프 분석이 복잡한 패턴을 파악하고 향후 결과를 예측하는 능력을 향상시킵니다. 게다가 Neo4j나 TigerGraph 등의 그래프 데이터베이스의 진보에 의해 그래프 구조 데이터의 보존과 쿼리를 보다 효율적으로 실시할 수 있게 되었습니다. 이러한 혁신을 통해 그래프 분석은 현대 데이터 과학 및 비즈니스 인텔리전스 전략에 중요한 요소가 되었습니다.

그래프 분석 시장의 성장을 가속하는 요인은?

그래프 분석 시장의 성장은 실시간 통찰력에 대한 수요 증가와 현대 비즈니스 환경에서의 데이터 관계의 복잡성과 같은 여러 요인들에 의해 야기됩니다. 소셜 미디어, IoT 기기, 고객과의 상호작용 등의 소스에서 조직이 더 많은 상호 연결 데이터를 생성함에 따라 이러한 연결을 분석할 수 있는 도구에 대한 필요성이 커지고 있습니다. 복잡한 데이터 관계를 분석해야 하는 AI와 머신러닝 용도의 상승은 그래프 분석에 대한 수요를 더욱 밀어 올리고 있습니다. 또한 사이버 보안, 사기 감지, 공급망 최적화에 대한 관심이 높아져 그래프 분석 솔루션의 채택을 촉진하고 있습니다. 확장 가능하고 비용 효율적인 그래프 분석 기능을 제공하는 클라우드 기반 플랫폼의 확장도 시장 성장에 기여합니다.

조사 대상 기업 예(총 34건)

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

목차

제1장 조사 방법

제2장 주요 요약

  • 시장 개요
  • 주요 기업
  • 시장 동향과 촉진요인
  • 시장 전망

제3장 시장 분석

  • 미국
  • 캐나다
  • 일본
  • 중국
  • 유럽
  • 프랑스
  • 독일
  • 이탈리아
  • 영국
  • 스페인
  • 러시아
  • 기타 유럽
  • 아시아태평양
  • 호주
  • 인도
  • 한국
  • 기타 아시아태평양
  • 라틴아메리카
  • 아르헨티나
  • 브라질
  • 멕시코
  • 기타 라틴아메리카
  • 중동
  • 이란
  • 이스라엘
  • 사우디아라비아
  • 아랍에미리트(UAE)
  • 기타 중동
  • 아프리카

제4장 경쟁

BJH 24.10.24

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

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