Graph Analytics

Graph Analytics

Global Graph Analytics Market to Reach $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 period 2023-2030. Graph Analytics Solutions, one of the segments analyzed in the report, is expected to record 31% 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 for the next 7-year period.

The U.S. Market is Estimated at $444 Million, While China is Forecast to Grow at 37.6% CAGR
The Graph Analytics market in the U.S. is estimated at US$444 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 to 2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at 23.2% and 26.9% respectively over the 2023-2030 period. Within Europe, Germany is forecast to grow at approximately 25.2% CAGR.

What to Expect from the Global Economy in 2024
Edgy geopolitics, and economic instability caused by monetary policy tightening and ensuing higher interest rates will create a tumultuous landscape for 2024. Several factors will continue to exert pressure on the path to recovery including hostilities in the Middle East and increasingly common climate disasters. Among the risks, several positives are also taking shape such as growing signs of disinflation and easing of anxiety over stubborn inflation, supply chain normalization and price moderation despite volatility in energy costs. Elections across several G21 jurisdictions, notably in India and the United States, will have potential ramifications for capital flows and investment strategies. While India emerges as a compelling destination in the global investment landscape, U.S, based tech firms will continue to dominate, fueled by a dynamic ecosystem of talent and capital. Tech opportunities in Silicon Valley and beyond remain attractive for investors seeking high-growth prospects supported largely by a resilient albeit slowing domestic economy and conducive regulatory environment. Europe will continue to battle tight monetary policy and recession risks with U.K. having the most challenging outlook and running the greatest risk of recession in 2024. China remains a wild card with hope for growth in the country underpinned by government spending and improvements in consumer spending. The volatile environment will offer both opportunities and challenges for investors and businesses alike. Embracing volatility as a catalyst for growth together with agility and strategic foresight in navigating investment decisions will remain important for survival.Select Competitors (Total 34 Featured) -
  • AWS
  • Cray
  • Dataiku
  • DataStax
  • Franz
  • Graphistry
  • IBM
  • Linkurious
  • Lynx Analytics
  • Microsoft
  • Neo4j
  • Oracle
  • Teradata
  • TIBCO Software
  • TigerGraph
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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
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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