+353-1-416-8900REST OF WORLD
+44-20-3973-8888REST OF WORLD
1-917-300-0470EAST COAST U.S
1-800-526-8630U.S. (TOLL FREE)
Sale

Global Knowledge Graph Market by Offering (Services, Solutions), Type (Context-rich Knowledge Graphs, External-sensing Knowledge Graphs, NLP Knowledge Graphs), Model Type, Data Source, Application, Vertical - Forecast 2024-2030

  • PDF Icon

    Report

  • 199 Pages
  • May 2024
  • Region: Global
  • 360iResearch™
  • ID: 5924736
UP TO OFF until Dec 31st 2024
1h Free Analyst Time
1h Free Analyst Time

Speak directly to the analyst to clarify any post sales queries you may have.

The Knowledge Graph Market size was estimated at USD 1.05 billion in 2023, USD 1.24 billion in 2024, and is expected to grow at a CAGR of 17.07% to reach USD 3.19 billion by 2030.

A knowledge graph is a structured model of knowledge that incorporates entities, relationships, and attributes to create a semantic network. It is a way to organize and connect information in a manner easily computable and understandable by machines. Knowledge graphs play a crucial role in representing and organizing knowledge in a way that allows for efficient data retrieval, reasoning, and analysis. Factors influencing the market's growth entail increased demand for advanced analytics tools and soaring data generation.

The rise is further driven by the growing need for businesses to offer improved customer satisfaction, seamless communication, and knowledge sharing. However, a lack of understanding about the benefits of knowledge graphs, the necessity for technically skilled professionals, and privacy concerns further hamper the market adoption. The emergence of powerful data management, integration, and analytics strategies offers great potential opportunities.

Regional Insights

The Americas have a significant landscape in the knowledge graph market owing to the region evinces substantial advancements in technology and strong consumer purchasing power. Firms have been engaging in research and development initiatives, confirmed by a surge in new patents in emerging technologies. In the EMEA region, Europe is the hub for major developments in the knowledge graph market. Several European Union directives encourage the use of knowledge graph technology for compliance with data privacy. Meanwhile, the Middle East and Africa, while still nascent in the knowledge graph market, show promising growth potential owing to the digital transformation initiatives and burgeoning tech startup culture, particularly in countries.

The APAC region is rapidly emerging as a formidable player in the knowledge graph market, fueled by expansive technological advancements and swift digitalization across major economies. Countries are capitalizing on technology to strengthen data management in e-commerce, healthcare, and telecommunications industries. Moreover, robust support from governments to foster innovation and drive digital transformation bolstered this region's knowledge graph market growth.

Market Trends by Segment

  • Offering: Potential use of knowledge graph solutions to address multi-layered business challenges
  • Type: NLP knowledge graphs leverage the prowess of Natural Language Processing to interpret human language data
  • Application: High adoption of knowledge graph in enterprise knowledge management applications
  • Vertical: Significant demand for knowledge graph in the healthcare sector

Industry Insights

  • Market Dynamics
  • Market Disruption Analysis
  • Porter’s Five Forces Analysis
  • Value Chain & Critical Path Analysis
  • Pricing Analysis
  • Technology Analysis
  • Patent Analysis
  • Trade Analysis
  • Regulatory Framework Analysis
  • FPNV Positioning Matrix
  • Market Share Analysis
  • Strategy Analysis and Recommendations

Recent Developments

Ontotext and Ontopic Join Forces to Revolutionize Data Virtualization

Ontotext and Ontopic, two companies in graph-based technologies and semantic knowledge representations, have formed a strategic partnership to revolutionize data virtualization. The joint efforts of Ontotext and Ontopic result in improved automation capabilities, enabling customers to streamline their processes and drive cost savings.

Foursquare Launches its Geospatial Knowledge Graph

Foursquare launched Graph Technology, which leverages geospatial data to generate real-time knowledge graphs. This powerful tool enables users to explore and uncover connections between various venues and other data points, such as services, locations, products, or experiences. This advanced technology is supported by open-source libraries, including DGL-KE, Geo2vec, and GKGX, ensuring its reliability and efficiency.

Kobai Launches Saturn Knowledge Graph to Query Data at Lakehouse Scale

Kobai introduced the Saturn Knowledge Graph, which revolutionizes large-scale data querying. This cutting-edge graph empowers companies to extract valuable insights from their data quickly. By seamlessly integrating analytical tools and enterprise data with the power of artificial intelligence, the Saturn Knowledge Graph provides a powerful solution for businesses seeking to unlock the full potential of their data.

Key Company Profiles

The report delves into recent significant developments in the Knowledge Graph Market, highlighting leading vendors and their innovative profiles. These include AllegroGraph by Franz Inc., Amazon Web Services, Inc., ArangoDB, Cambridge Semantics, Inc., Datavid Limited, Diffbot Technologies Corp., Fluree, Franz Inc., Google LLC by Alphabet Inc., International Business Machines Corporation, Microsoft Corporation, Mitsubishi Electric Corporation, Neo4j, Inc., Ontotext, Oracle Corporation, SciBite Limited, Semantic Web Company, Stardog Union, TIBCO by Cloud Software Group, Inc., TigerGraph, Inc., XenonStack Pvt. Ltd., and Yext, Inc.

This research report offers invaluable insights into various crucial aspects of the Knowledge Graph Market:

  1. Market Penetration: This section thoroughly overviews the current market landscape, incorporating detailed data from key industry players.
  2. Market Development: The report examines potential growth prospects in emerging markets and assesses expansion opportunities in mature segments.
  3. Market Diversification: This includes detailed information on recent product launches, untapped geographic regions, recent industry developments, and strategic investments.
  4. Competitive Assessment & Intelligence: An in-depth analysis of the competitive landscape is conducted, covering market share, strategic approaches, product range, certifications, regulatory approvals, patent analysis, technology developments, and advancements in the manufacturing capabilities of leading market players.
  5. Product Development & Innovation: This section offers insights into upcoming technologies, research and development efforts, and notable advancements in product innovation.

Additionally, the report addresses key questions to assist stakeholders in making informed decisions:

  1. What is the current market size and projected growth?
  2. Which products, segments, applications, and regions offer promising investment opportunities?
  3. What are the prevailing technology trends and regulatory frameworks?
  4. What is the market share and positioning of the leading vendors?
  5. What revenue sources and strategic opportunities do vendors in the market consider when deciding to enter or exit?

With the purchase of this report at the Multi-user License or greater level, you will have access to one hour with an expert analyst who will help you link key findings in the report to the business issues you're addressing. This will need to be used within three months of purchase.

This report also includes a complimentary Excel file with data from the report for purchasers at the Site License or greater level.

Table of Contents

1. Preface
1.1. Objectives of the Study
1.2. Market Segmentation & Coverage
1.3. Years Considered for the Study
1.4. Currency & Pricing
1.5. Language
1.6. Stakeholders
2. Research Methodology
2.1. Define: Research Objective
2.2. Determine: Research Design
2.3. Prepare: Research Instrument
2.4. Collect: Data Source
2.5. Analyze: Data Interpretation
2.6. Formulate: Data Verification
2.7. Publish: Research Report
2.8. Repeat: Report Update
3. Executive Summary4. Market Overview
5. Market Insights
5.1. Market Dynamics
5.1.1. Drivers
5.1.1.1. Growing demand for efficient data integration and effective data management
5.1.1.2. Expanding applications of knowledge graph in healthcare
5.1.1.3. Proliferating use of knowledge graphs in eCommerce sector
5.1.2. Restraints
5.1.2.1. Limited availability of skilled professionals
5.1.3. Opportunities
5.1.3.1. Increased demand for advanced analytics tools
5.1.3.2. Ongoing research to expand use of knowledge graph
5.1.4. Challenges
5.1.4.1. Data privacy and security concerns associated with knowledge graph
5.2. Market Segmentation Analysis
5.2.1. Offering: Potential use of knowledge graph solutions to address multi-layered business challenges
5.2.2. Type: NLP knowledge graphs leverage the prowess of Natural Language Processing to interpret human language data
5.2.3. Application: High adoption of knowledge graph in enterprise knowledge management applications
5.2.4. Vertical: Significant demand for knowledge graph in the healthcare sector
5.3. Market Disruption Analysis
5.4. Porter’s Five Forces Analysis
5.4.1. Threat of New Entrants
5.4.2. Threat of Substitutes
5.4.3. Bargaining Power of Customers
5.4.4. Bargaining Power of Suppliers
5.4.5. Industry Rivalry
5.5. Value Chain & Critical Path Analysis
5.6. Pricing Analysis
5.7. Technology Analysis
5.8. Patent Analysis
5.9. Trade Analysis
5.10. Regulatory Framework Analysis
6. Knowledge Graph Market, by Offering
6.1. Introduction
6.2. Services
6.3. Solutions
7. Knowledge Graph Market, by Type
7.1. Introduction
7.2. Context-rich Knowledge Graphs
7.3. External-sensing Knowledge Graphs
7.4. NLP Knowledge Graphs
8. Knowledge Graph Market, by Model Type
8.1. Introduction
8.2. Conceptual Graph
8.3. RDF Graph
8.4. Semantic Graph
9. Knowledge Graph Market, by Data Source
9.1. Introduction
9.2. Semi-structured Data
9.3. Structured Data
9.4. Unstructured Data
10. Knowledge Graph Market, by Application
10.1. Introduction
10.2. Enterprise Knowledge Management
10.3. Question Answering
10.4. Recommendation Systems
10.5. Semantic Search
11. Knowledge Graph Market, by Vertical
11.1. Introduction
11.2. BFSI
11.3. Healthcare
11.4. IT & ITES
11.5. Media & Entertainment
11.6. Retail & E-commerce
11.7. Transportation & Logistics
11.8. Travel & Hospitality
12. Americas Knowledge Graph Market
12.1. Introduction
12.2. Argentina
12.3. Brazil
12.4. Canada
12.5. Mexico
12.6. United States
13. Asia-Pacific Knowledge Graph Market
13.1. Introduction
13.2. Australia
13.3. China
13.4. India
13.5. Indonesia
13.6. Japan
13.7. Malaysia
13.8. Philippines
13.9. Singapore
13.10. South Korea
13.11. Taiwan
13.12. Thailand
13.13. Vietnam
14. Europe, Middle East & Africa Knowledge Graph Market
14.1. Introduction
14.2. Denmark
14.3. Egypt
14.4. Finland
14.5. France
14.6. Germany
14.7. Israel
14.8. Italy
14.9. Netherlands
14.10. Nigeria
14.11. Norway
14.12. Poland
14.13. Qatar
14.14. Russia
14.15. Saudi Arabia
14.16. South Africa
14.17. Spain
14.18. Sweden
14.19. Switzerland
14.20. Turkey
14.21. United Arab Emirates
14.22. United Kingdom
15. Competitive Landscape
15.1. Market Share Analysis, 2023
15.2. FPNV Positioning Matrix, 2023
15.3. Competitive Scenario Analysis
15.3.1. Ontotext and Ontopic Join Forces to Revolutionize Data Virtualization
15.3.2. Foursquare Launches its Geospatial Knowledge Graph
15.3.3. Kobai Launches Saturn Knowledge Graph to Query Data at Lakehouse Scale
15.4. Strategy Analysis & Recommendation
16. Competitive Portfolio
16.1. Key Company Profiles
16.2. Key Product Portfolio
List of Figures
FIGURE 1. KNOWLEDGE GRAPH MARKET RESEARCH PROCESS
FIGURE 2. KNOWLEDGE GRAPH MARKET SIZE, 2023 VS 2030
FIGURE 3. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 4. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY REGION, 2023 VS 2030 (%)
FIGURE 5. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 6. KNOWLEDGE GRAPH MARKET DYNAMICS
FIGURE 7. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2023 VS 2030 (%)
FIGURE 8. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 9. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2023 VS 2030 (%)
FIGURE 10. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 11. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2023 VS 2030 (%)
FIGURE 12. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 13. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2023 VS 2030 (%)
FIGURE 14. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 15. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2023 VS 2030 (%)
FIGURE 16. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 17. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2023 VS 2030 (%)
FIGURE 18. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 19. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
FIGURE 20. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 21. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY STATE, 2023 VS 2030 (%)
FIGURE 22. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 23. ASIA-PACIFIC KNOWLEDGE GRAPH MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
FIGURE 24. ASIA-PACIFIC KNOWLEDGE GRAPH MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 25. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
FIGURE 26. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 27. KNOWLEDGE GRAPH MARKET SHARE, BY KEY PLAYER, 2023
FIGURE 28. KNOWLEDGE GRAPH MARKET, FPNV POSITIONING MATRIX, 2023
List of Tables
TABLE 1. KNOWLEDGE GRAPH MARKET SEGMENTATION & COVERAGE
TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
TABLE 3. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, 2018-2023 (USD MILLION)
TABLE 4. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, 2024-2030 (USD MILLION)
TABLE 5. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY REGION, 2018-2023 (USD MILLION)
TABLE 6. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY REGION, 2024-2030 (USD MILLION)
TABLE 7. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
TABLE 8. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
TABLE 9. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, BY REGION, 2018-2023 (USD MILLION)
TABLE 10. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, BY REGION, 2024-2030 (USD MILLION)
TABLE 11. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
TABLE 12. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
TABLE 13. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY MANAGED SERVICES, BY REGION, 2018-2023 (USD MILLION)
TABLE 14. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY MANAGED SERVICES, BY REGION, 2024-2030 (USD MILLION)
TABLE 15. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY PROFESSIONAL SERVICES, BY REGION, 2018-2023 (USD MILLION)
TABLE 16. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY PROFESSIONAL SERVICES, BY REGION, 2024-2030 (USD MILLION)
TABLE 17. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY SOLUTIONS, BY REGION, 2018-2023 (USD MILLION)
TABLE 18. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY SOLUTIONS, BY REGION, 2024-2030 (USD MILLION)
TABLE 19. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
TABLE 20. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
TABLE 21. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY CONTEXT-RICH KNOWLEDGE GRAPHS, BY REGION, 2018-2023 (USD MILLION)
TABLE 22. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY CONTEXT-RICH KNOWLEDGE GRAPHS, BY REGION, 2024-2030 (USD MILLION)
TABLE 23. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY EXTERNAL-SENSING KNOWLEDGE GRAPHS, BY REGION, 2018-2023 (USD MILLION)
TABLE 24. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY EXTERNAL-SENSING KNOWLEDGE GRAPHS, BY REGION, 2024-2030 (USD MILLION)
TABLE 25. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY NLP KNOWLEDGE GRAPHS, BY REGION, 2018-2023 (USD MILLION)
TABLE 26. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY NLP KNOWLEDGE GRAPHS, BY REGION, 2024-2030 (USD MILLION)
TABLE 27. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2023 (USD MILLION)
TABLE 28. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2024-2030 (USD MILLION)
TABLE 29. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY CONCEPTUAL GRAPH, BY REGION, 2018-2023 (USD MILLION)
TABLE 30. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY CONCEPTUAL GRAPH, BY REGION, 2024-2030 (USD MILLION)
TABLE 31. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY RDF GRAPH, BY REGION, 2018-2023 (USD MILLION)
TABLE 32. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY RDF GRAPH, BY REGION, 2024-2030 (USD MILLION)
TABLE 33. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY SEMANTIC GRAPH, BY REGION, 2018-2023 (USD MILLION)
TABLE 34. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY SEMANTIC GRAPH, BY REGION, 2024-2030 (USD MILLION)
TABLE 35. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
TABLE 36. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
TABLE 37. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY SEMI-STRUCTURED DATA, BY REGION, 2018-2023 (USD MILLION)
TABLE 38. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY SEMI-STRUCTURED DATA, BY REGION, 2024-2030 (USD MILLION)
TABLE 39. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY STRUCTURED DATA, BY REGION, 2018-2023 (USD MILLION)
TABLE 40. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY STRUCTURED DATA, BY REGION, 2024-2030 (USD MILLION)
TABLE 41. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY UNSTRUCTURED DATA, BY REGION, 2018-2023 (USD MILLION)
TABLE 42. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY UNSTRUCTURED DATA, BY REGION, 2024-2030 (USD MILLION)
TABLE 43. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 44. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 45. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY ENTERPRISE KNOWLEDGE MANAGEMENT, BY REGION, 2018-2023 (USD MILLION)
TABLE 46. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY ENTERPRISE KNOWLEDGE MANAGEMENT, BY REGION, 2024-2030 (USD MILLION)
TABLE 47. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY QUESTION ANSWERING, BY REGION, 2018-2023 (USD MILLION)
TABLE 48. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY QUESTION ANSWERING, BY REGION, 2024-2030 (USD MILLION)
TABLE 49. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY RECOMMENDATION SYSTEMS, BY REGION, 2018-2023 (USD MILLION)
TABLE 50. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY RECOMMENDATION SYSTEMS, BY REGION, 2024-2030 (USD MILLION)
TABLE 51. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY SEMANTIC SEARCH, BY REGION, 2018-2023 (USD MILLION)
TABLE 52. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY SEMANTIC SEARCH, BY REGION, 2024-2030 (USD MILLION)
TABLE 53. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
TABLE 54. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
TABLE 55. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY BFSI, BY REGION, 2018-2023 (USD MILLION)
TABLE 56. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY BFSI, BY REGION, 2024-2030 (USD MILLION)
TABLE 57. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY HEALTHCARE, BY REGION, 2018-2023 (USD MILLION)
TABLE 58. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY HEALTHCARE, BY REGION, 2024-2030 (USD MILLION)
TABLE 59. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY IT & ITES, BY REGION, 2018-2023 (USD MILLION)
TABLE 60. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY IT & ITES, BY REGION, 2024-2030 (USD MILLION)
TABLE 61. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY MEDIA & ENTERTAINMENT, BY REGION, 2018-2023 (USD MILLION)
TABLE 62. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY MEDIA & ENTERTAINMENT, BY REGION, 2024-2030 (USD MILLION)
TABLE 63. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY RETAIL & E-COMMERCE, BY REGION, 2018-2023 (USD MILLION)
TABLE 64. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY RETAIL & E-COMMERCE, BY REGION, 2024-2030 (USD MILLION)
TABLE 65. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY TRANSPORTATION & LOGISTICS, BY REGION, 2018-2023 (USD MILLION)
TABLE 66. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY TRANSPORTATION & LOGISTICS, BY REGION, 2024-2030 (USD MILLION)
TABLE 67. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY TRAVEL & HOSPITALITY, BY REGION, 2018-2023 (USD MILLION)
TABLE 68. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY TRAVEL & HOSPITALITY, BY REGION, 2024-2030 (USD MILLION)
TABLE 69. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
TABLE 70. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
TABLE 71. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
TABLE 72. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
TABLE 73. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
TABLE 74. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
TABLE 75. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2023 (USD MILLION)
TABLE 76. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2024-2030 (USD MILLION)
TABLE 77. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
TABLE 78. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
TABLE 79. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 80. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 81. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
TABLE 82. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
TABLE 83. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY COUNTRY, 2018-2023 (USD MILLION)
TABLE 84. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY COUNTRY, 2024-2030 (USD MILLION)
TABLE 85. ARGENTINA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
TABLE 86. ARGENTINA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
TABLE 87. ARGENTINA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
TABLE 88. ARGENTINA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
TABLE 89. ARGENTINA KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
TABLE 90. ARGENTINA KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
TABLE 91. ARGENTINA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2023 (USD MILLION)
TABLE 92. ARGENTINA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2024-2030 (USD MILLION)
TABLE 93. ARGENTINA KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
TABLE 94. ARGENTINA KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
TABLE 95. ARGENTINA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 96. ARGENTINA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 97. ARGENTINA KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
TABLE 98. ARGENTINA KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
TABLE 99. BRAZIL KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
TABLE 100. BRAZIL KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
TABLE 101. BRAZIL KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
TABLE 102. BRAZIL KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
TABLE 103. BRAZIL KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
TABLE 104. BRAZIL KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
TABLE 105. BRAZIL KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2023 (USD MILLION)
TABLE 106. BRAZIL KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2024-2030 (USD MILLION)
TABLE 107. BRAZIL KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
TABLE 108. BRAZIL KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
TABLE 109. BRAZIL KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 110. BRAZIL KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 111. BRAZIL KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
TABLE 112. BRAZIL KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
TABLE 113. CANADA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
TABLE 114. CANADA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
TABLE 115. CANADA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
TABLE 116. CANADA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
TABLE 117. CANADA KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
TABLE 118. CANADA KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
TABLE 119. CANADA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2023 (USD MILLION)
TABLE 120. CANADA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2024-2030 (USD MILLION)
TABLE 121. CANADA KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
TABLE 122. CANADA KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
TABLE 123. CANADA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 124. CANADA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 125. CANADA KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
TABLE 126. CANADA KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
TABLE 127. MEXICO KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
TABLE 128. MEXICO KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
TABLE 129. MEXICO KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
TABLE 130. MEXICO KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
TABLE 131. MEXICO KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
TABLE 132. MEXICO KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
TABLE 133. MEXICO KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2023 (USD MILLION)
TABLE 134. MEXICO KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2024-2030 (USD MILLION)
TABLE 135. MEXICO KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
TABLE 136. MEXICO KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
TABLE 137. MEXICO KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 138. MEXICO KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 139. MEXICO KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
TABLE 140. MEXICO KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
TABLE 141. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
TABLE 142. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
TABLE 143. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
TABLE 144. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
TABLE 145. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
TABLE 146. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
TABLE 147. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2023 (USD MILLION)
TABLE 148. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2024-2030 (USD MILLION)
TABLE 149. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
TABLE 150. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
TABLE 151. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 152. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 153. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
TABLE 154. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
TABLE 155. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY STATE, 2018-2023 (USD MILLION)
TABLE 156. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY STATE, 2024-2030 (USD MILLION)
TABLE 157. ASIA-PACIFIC KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
TABLE 158. ASIA-PACIFIC KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
TABLE 159. ASIA-PACIFIC KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
TABLE 160. ASIA-PACIFIC KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
TABLE 161. ASIA-PACIFIC KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
TABLE 162. ASIA-PACIFIC KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
TABLE 163. ASIA-PACIFIC KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2023 (USD MILLION)
TABLE 164. ASIA-PACIFIC KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2024-2030 (USD MILLION)
TABLE 165. ASIA-PACIFIC KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
TABLE 166. ASIA-PACIFIC KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
TABLE 167. ASIA-PACIFIC KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 168. ASIA-PACIFIC KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 169. ASIA-PACIFIC KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
TABLE 170. ASIA-PACIFIC KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
TABLE 171. ASIA-PACIFIC KNOWLEDGE GRAPH MARKET SIZE, BY COUNTRY, 2018-2023 (USD MILLION)
TABLE 172. ASIA-PACIFIC KNOWLEDGE GRAPH MARKET SIZE, BY COUNTRY, 2024-2030 (USD MILLION)
TABLE 173. AUSTRALIA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
TABLE 174. AUSTRALIA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
TABLE 175. AUSTRALIA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
TABLE 176. AUSTRALIA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
TABLE 177. AUSTRALIA KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
TABLE 178. AUSTRALIA KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
TABLE 179. AUSTRALIA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2023 (USD MILLION)
TABLE 180. AUSTRALIA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2024-2030 (USD MILLION)
TABLE 181. AUSTRALIA KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
TABLE 182. AUSTRALIA KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
TABLE 183. AUSTRALIA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 184. AUSTRALIA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 185. AUSTRALIA KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
TABLE 186. AUSTRALIA KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
TABLE 187. CHINA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
TABLE 188. CHINA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
TABLE 189. CHINA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
TABLE 190. CHINA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
TABLE 191. CHINA KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
TABLE 192. CHINA KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
TABLE 193. CHINA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2023 (USD MILLION)
TABLE 194. CHINA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2024-2030 (USD MILLION)
TABLE 195. CHINA KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
TABLE 196. CHINA KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
TABLE 197. CHINA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 198. CHINA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 199. CHINA KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
TABLE 200. CHINA KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
TABLE 201. INDIA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
TABLE 202. INDIA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
TABLE 203. INDIA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
TABLE 204. INDIA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
TABLE 205. INDIA KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
TABLE 206. INDIA KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
TABLE 207. INDIA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2023 (USD MILLION)
TABLE 208. INDIA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2024-2030 (USD MILLION)
TABLE 209. INDIA KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
TABLE 210. INDIA KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
TABLE 211. INDIA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 212. INDIA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 213. INDIA KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
TABLE 214. INDIA KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
TABLE 215. INDONESIA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
TABLE 216. INDONESIA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
TABLE 217. INDONESIA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
TABLE 218. INDONESIA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
TABLE 219. INDONESIA KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
TABLE 220. INDONESIA KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
TABLE 221. INDONESIA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2023 (USD MILLION)
TABLE 222. INDONESIA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2024-2030 (USD MILLION)
TABLE 223. INDONESIA KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
TABLE 224. INDONESIA KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
TABLE 225. INDONESIA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 226. INDONESIA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 227. INDONESIA KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
TABLE 228. INDONESIA KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
TABLE 229. JAPAN KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
TABLE 230. JAPAN KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
TABLE 231. JAPAN KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
TABLE 232. JAPAN KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
TABLE 233. JAPAN KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
TABLE 234. JAPAN KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
TABLE 235. JAPAN KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2023 (USD MILLION)
TABLE 236. JAPAN KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2024-2030 (USD MILLION)
TABLE 237. JAPAN KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
TABLE 238. JAPAN KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
TABLE 239. JAPAN KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 240. JAPAN KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 241. JAPAN KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
TABLE 242. JAPAN KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
TABLE 243. MALAYSIA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
TABLE 244. MALAYSIA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
TABLE 245. MALAYSIA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
TABLE 246. MALAYSIA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
TABLE 247. MALAYSIA KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
TABLE 248. MALAYSIA KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
TABLE 249. MALAYSIA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2023 (USD MILLION)
TABLE 250. MALAYSIA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2024-2030 (USD MILLION)
TABLE 251. MALAYSIA KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
TABLE 252. MALAYSIA KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
TABLE 253. MALAYSIA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 254. MALAYSIA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 255. MALAYSIA KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
TABLE 256. MALAYSIA KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
TABLE 257. PHILIPPINES KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
TABLE 258. PHILIPPINES KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
TABLE 259. PHILIPPINES KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
TABLE 260. PHILIPPINES KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
TABLE 261. PHILIPPINES KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
TABLE 262. PHILIPPINES KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
TABLE 263. PHILIPPINES KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2023 (USD MILLION)
TABLE 264. PHILIPPINES KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2024-2030 (USD MILLION)
TABLE 265. PHILIPPINES KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
TABLE 266. PHILIPPINES KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
TABLE 267. PHILIPPINES KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 268. PHILIPPINES KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 269. PHILIPPINES KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
TABLE 270. PHILIPPINES KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
TABLE 271. SINGAPORE KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
TABLE 272. SINGAPORE KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
TABLE 273. SINGAPORE KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
TABLE 274. SINGAPORE KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
TABLE 275. SINGAPORE KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
TABLE 276. SINGAPORE KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
TABLE 277. SINGAPORE KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2023 (USD MILLION)
TABLE 278. SINGAPORE KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2024-2030 (USD MILLION)
TABLE 279. SINGAPORE KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
TABLE 280. SINGAPORE KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
TABLE 281. SINGAPORE KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 282. SINGAPORE KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 283. SINGAPORE KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
TABLE 284. SINGAPORE KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
TABLE 285. SOUTH KOREA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
TABLE 286. SOUTH KOREA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
TABLE 287. SOUTH KOREA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
TABLE 288. SOUTH KOREA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
TABLE 289. SOUTH KOREA KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
TABLE 290. SOUTH KOREA KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
TABLE 291. SOUTH KOREA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2023 (USD MILLION)
TABLE 292. SOUTH KOREA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2024-2030 (USD MILLION)
TABLE 293. SOUTH KOREA KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
TABLE 294. SOUTH KOREA KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
TABLE 295. SOUTH KOREA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 296. SOUTH KOREA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 297. SOUTH KOREA KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
TABLE 298. SOUTH KOREA KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
TABLE 299. TAIWAN KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
TABLE 300. TAIWAN KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
TABLE 301. TAIWAN KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
TABLE 302. TAIWAN KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
TABLE 303. TAIWAN KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
TABLE 304. TAIWAN KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
TABLE 305. TAIWAN KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2023 (USD MILLION)
TABLE 306. TAIWAN KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2024-2030 (USD MILLION)
TABLE 307. TAIWAN KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
TABLE 308. TAIWAN KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
TABLE 309. TAIWAN KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 310. TAIWAN KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 311. TAIWAN KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
TABLE 312. TAIWAN KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
TABLE 313. THAILAND KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
TABLE 314. THAILAND KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
TABLE 315. THAILAND KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
TABLE 316. THAILAND KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
TABLE 317. THAILAND KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
TABLE 318. THAILAND KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
TABLE 319. THAILAND KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2023 (USD MILLION)
TABLE 320. THAILAND KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2024-2030 (USD MILLION)
TABLE 321. THAILAND KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
TABLE 322. THAILAND KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
TABLE 323. THAILAND KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 324. THAILAND KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 325. THAILAND KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
TABLE 326. THAILAND KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
TABLE 327. VIETNAM KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
TABLE 328. VIETNAM KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
TABLE 329. VIETNAM KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
TABLE 330. VIETNAM KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
TABLE 331. VIETNAM KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
TABLE 332. VIETNAM KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
TABLE 333. VIETNAM KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2023 (USD MILLION)
TABLE 334. VIETNAM KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2024-2030 (USD MILLION)
TABLE 335. VIETNAM KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
TABLE 336. VIETNAM KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
TABLE 337. VIETNAM KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 338. VIETNAM KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 339. VIETNAM KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
TABLE 340. VIETNAM KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
TABLE 341. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
TABLE 342. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
TABLE 343. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
TABLE 344. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
TABLE 345. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
TABLE 346. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
TABLE 347. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2023 (USD MILLION)
TABLE 348. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2024-2030 (USD MILLION)
TABLE 349. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
TABLE 350. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
TABLE 351. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 352. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 353. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
TABLE 354. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
TABLE 355. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY COUNTRY, 2018-2023 (USD MILLION)
TABLE 356. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY COUNTRY, 2024-2030 (USD MILLION)
TABLE 357. DENMARK KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
TABLE 358. DENMARK KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
TABLE 359. DENMARK KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
TABLE 360. DENMARK KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
TABLE 361. DENMARK KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
TABLE 362. DENMARK KNOWLEDGE GRAPH MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
TABLE 363. DENMARK KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2023 (USD MILLION)
TABLE 364. DENMARK KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2024-2030 (USD MILLION)
TABLE 365. DENMARK KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
TABLE 366. DENMARK KNOWLEDGE GRAPH MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
TABLE 367. DENMARK KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 368. DENMARK KNOWLEDGE GRAPH MARKE

Companies Mentioned

  • AllegroGraph by Franz Inc.
  • Amazon Web Services, Inc.
  • ArangoDB
  • Cambridge Semantics, Inc.
  • Datavid Limited
  • Diffbot Technologies Corp.
  • Fluree
  • Franz Inc.
  • Google LLC by Alphabet Inc.
  • International Business Machines Corporation
  • Microsoft Corporation
  • Mitsubishi Electric Corporation
  • Neo4j, Inc.
  • Ontotext
  • Oracle Corporation
  • SciBite Limited
  • Semantic Web Company
  • Stardog Union
  • TIBCO by Cloud Software Group, Inc.
  • TigerGraph, Inc.
  • XenonStack Pvt. Ltd.
  • Yext, Inc.

Methodology

Loading
LOADING...

Table Information