查看购物车
  • Traditional Chinese
  • English
  • Japanese
  • Korean
封面
市场调查报告书
商品编码
1499571

知识图市场：按产品、按类型、按模型类型、按资料来源、按应用、按产业 - 2024-2030 年全球预测

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 - Global Forecast 2024-2030
出版日期: | 出版商: 360iResearch | 英文 185 Pages | 商品交期: 最快1-2个工作天内

价格

※ 本网页内容可能与最新版本有所差异。详细情况请与我们联繫。

预计2023年知识图谱市场规模为10.5亿美元，2024年达12.4亿美元，2030年预估达31.9亿美元，复合年增长率为17.07%。

知识图是一种结构化的知识模型，它结合了实体、关係和属性来建构语意网路。它是一种以机器易于计算和理解的方式组织和连接资讯的方式。知识图在以实现高效资料搜寻、推理和分析的方式表示和组织知识方面发挥关键作用。影响市场成长的因素包括对先进分析工具的需求不断增加以及资料生成的快速增加。此外，不断增长的业务需求（例如提高客户满意度、无缝沟通和知识共用）也正在推动市场成长。然而，对知识图的好处缺乏了解、对技术熟练专家的需求以及隐私问题阻碍了市场的采用。强大的资料管理、整合和分析策略的出现提供了巨大的潜力。

主要市场统计
基准年[2023] 10.5亿美元
预测年份 [2024] 12.4亿美元
预测年份 [2030] 31.9亿美元
复合年增长率（%） 17.07%

区域洞察

由于显着的技术进步和消费者购买力，美洲在知识图市场中占有重要地位。公司正在进行研究和开发倡议，新技术专利正在激增。在EMEA地区，欧洲是知识图谱市场的主要开拓基地。多项欧盟 (EU) 指令鼓励使用知识图谱技术来实现资料隐私合规性。另一方面，中东和非洲的知识图谱市场仍不发达，但由于数位转型措施和快速发展的高科技新兴企业文化，尤其是在这些国家，显示出广泛的成长潜力。亚太地区正快速崛起，成为知识图谱市场的强大参与者。各国正利用科技来加强电子商务、医​​疗保健和通讯业的资料管理。此外，政府对促进创新和推动数位转型的大力支持正在推动该地区知识图谱市场的成长。

FPNV定位矩阵

FPNV 定位矩阵对于评估供应商在知识图市场中的定位至关重要。此矩阵提供了对供应商的全面评估，并检查了与业务策略和产品满意度相关的关键指标。这种详细的评估使用户能够根据自己的要求做出明智的决定。根据评估结果，供应商被分为代表其成功程度的四个像限：前沿（F）、探路者（P）、利基（N）和重要（V）。

市场占有率分析

市场占有率分析是一个综合工具，可以对知识图谱市场中供应商的当前状态进行深入而详细的评估。透过仔细比较和分析供应商的贡献，您可以更深入地了解每个供应商的绩效以及他们在争夺市场占有率时面临的挑战。这些贡献包括整体收益、客户群和其他重要指标。此外，该分析还提供了对该领域竞争性质的宝贵见解，包括累积研究期、片段化优势和合併特征等因素。有了这些详细信息，供应商可以做出更明智的决策并製定有效的策略，以在市场竞争中保持领先地位。

策略分析与建议

策略分析对于寻求在全球市场站稳脚跟的组织至关重要。对目前在知识图谱市场中的地位进行全面评估，使公司能够做出符合其长期愿望的明智决策。此关键评估涉及对组织的资源、能力和整体绩效进行彻底分析，以确定核心优势和需要改进的领域。

目录

第一章 前言

第二章调查方法

第三章执行摘要

第四章市场概况

第五章市场洞察

  • 市场动态
    • 促进因素
      • 对高效资料整合和有效资料管理的需求不断增长
      • 拓展知识图谱在医疗保健领域的应用
      • 知识图谱在电商领域的使用快速成长
    • 抑制因素
      • 缺乏熟练的专业人员
    • 机会
      • 对先进分析工具的需求增加
      • 继续研究扩大知识图的用途
    • 任务
      • 与知识图相关的资料隐私和安全问题
  • 市场区隔分析
    • 我们提供什么：知识图谱解决方案解决多层次业务挑战的潜在用途
    • 类型：NLP知识图谱利用自然语言处理的力量来解释人类语言资料。
    • 应用：知识图谱在企业知识管理应用的广泛采用
    • 产业：医疗保健领域对知识图谱的需求量大
  • 市场扰动分析
  • 波特五力分析
  • 价值炼和关键路径分析
  • 价格分析
  • 技术分析
  • 专利分析
  • 贸易分析
  • 法规结构分析

第六章 知识图谱市场：透过提供

  • 服务
  • 解决方案

第七章知识图谱市场：依类型

  • 上下文丰富的知识图谱
  • 外部感知知识图谱
  • NLP知识图谱

第八章依模型类型分類的知识图谱市场

  • 概念图
  • RDF图
  • 语意图

第 9 章 知识图谱市场资料（依来源）

  • 半结构化资料
  • 结构化资料
  • 非结构化资料

第10章知识图谱市场：依应用分类

  • 企业知识管理
  • 问题解答
  • 推荐系​​统
  • 语意搜寻

第十一章知识图谱市场：依产业划分

  • BFSI
  • 卫生保健
  • 资讯科技与资讯科技服务
  • 媒体和娱乐
  • 零售/电子商务
  • 运输/物流
  • 旅游/酒店业

第十二章美洲知识图谱市场

  • 阿根廷
  • 巴西
  • 加拿大
  • 墨西哥
  • 美国

第十三章亚太地区知识图谱市场

  • 澳洲
  • 中国
  • 印度
  • 印尼
  • 日本
  • 马来西亚
  • 菲律宾
  • 新加坡
  • 韩国
  • 台湾
  • 泰国
  • 越南

第十四章欧洲、中东和非洲知识图谱市场

  • 丹麦
  • 埃及
  • 芬兰
  • 法国
  • 德国
  • 以色列
  • 义大利
  • 荷兰
  • 奈及利亚
  • 挪威
  • 波兰
  • 卡达
  • 俄罗斯
  • 沙乌地阿拉伯
  • 南非
  • 西班牙
  • 瑞典
  • 瑞士
  • 土耳其
  • 阿拉伯聯合大公国
  • 英国

第十五章竞争格局

  • 2023 年市场占有率分析
  • FPNV 定位矩阵，2023
  • 竞争情境分析
    • Ontotext 和 Ontopic 联手彻底改变资料虚拟
    • Foursquare推出地理空间知识图谱
    • Kobai发布Saturn知识图谱以查询lakehouse规模的资料
  • 战略分析和建议

第16章竞争组合

  • 主要企业简介
  • 主要产品系列
Product Code: MRR-92249FEC2CC5

[185 Pages Report] The Knowledge Graph Market size was estimated at USD 1.05 billion in 2023 and expected to reach USD 1.24 billion in 2024, at a CAGR 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.

KEY MARKET STATISTICS
Base Year [2023] USD 1.05 billion
Estimated Year [2024] USD 1.24 billion
Forecast Year [2030] USD 3.19 billion
CAGR (%) 17.07%

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 Insights

  • Market Dynamics

The market dynamics represent an ever-changing landscape of the Knowledge Graph Market by providing actionable insights into factors, including supply and demand levels. Accounting for these factors helps design strategies, make investments, and formulate developments to capitalize on future opportunities. In addition, these factors assist in avoiding potential pitfalls related to political, geographical, technical, social, and economic conditions, highlighting consumer behaviors and influencing manufacturing costs and purchasing decisions.

    • Market Drivers
      • Growing demand for efficient data integration and effective data management
      • Expanding applications of knowledge graph in healthcare
      • Proliferating use of knowledge graphs in eCommerce sector
    • Market Restraints
      • Limited availability of skilled professionals
    • Market Opportunities
      • Increased demand for advanced analytics tools
      • Ongoing research to expand use of knowledge graph
    • Market Challenges
      • Data privacy and security concerns associated with knowledge graph
  • Market Segmentation Analysis
    • 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
  • 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

The FPNV positioning matrix is essential in evaluating the market positioning of the vendors in the Knowledge Graph Market. This matrix offers a comprehensive assessment of vendors, examining critical metrics related to business strategy and product satisfaction. This in-depth assessment empowers users to make well-informed decisions aligned with their requirements. Based on the evaluation, the vendors are then categorized into four distinct quadrants representing varying levels of success, namely Forefront (F), Pathfinder (P), Niche (N), or Vital (V).

Market Share Analysis

The market share analysis is a comprehensive tool that provides an insightful and in-depth assessment of the current state of vendors in the Knowledge Graph Market. By meticulously comparing and analyzing vendor contributions, companies are offered a greater understanding of their performance and the challenges they face when competing for market share. These contributions include overall revenue, customer base, and other vital metrics. Additionally, this analysis provides valuable insights into the competitive nature of the sector, including factors such as accumulation, fragmentation dominance, and amalgamation traits observed over the base year period studied. With these illustrative details, vendors can make more informed decisions and devise effective strategies to gain a competitive edge in the market.

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. [Published On: 2023-11-15]

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. [Published On: 2023-11-05]

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. [Published On: 2023-03-21]

Strategy Analysis & Recommendation

The strategic analysis is essential for organizations seeking a solid foothold in the global marketplace. Companies are better positioned to make informed decisions that align with their long-term aspirations by thoroughly evaluating their current standing in the Knowledge Graph Market. This critical assessment involves a thorough analysis of the organization's resources, capabilities, and overall performance to identify its core strengths and areas for improvement.

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..

Market Segmentation & Coverage

This research report categorizes the Knowledge Graph Market to forecast the revenues and analyze trends in each of the following sub-markets:

  • Offering
    • Services
      • Managed Services
      • Professional Services
    • Solutions
  • Type
    • Context-rich Knowledge Graphs
    • External-sensing Knowledge Graphs
    • NLP Knowledge Graphs
  • Model Type
    • Conceptual Graph
    • RDF Graph
    • Semantic Graph
  • Data Source
    • Semi-structured Data
    • Structured Data
    • Unstructured Data
  • Application
    • Enterprise Knowledge Management
    • Question Answering
    • Recommendation Systems
    • Semantic Search
  • Vertical
    • BFSI
    • Healthcare
    • IT & ITES
    • Media & Entertainment
    • Retail & E-commerce
    • Transportation & Logistics
    • Travel & Hospitality
  • Region
    • Americas
      • Argentina
      • Brazil
      • Canada
      • Mexico
      • United States
        • California
        • Florida
        • Illinois
        • New York
        • Ohio
        • Pennsylvania
        • Texas
    • Asia-Pacific
      • Australia
      • China
      • India
      • Indonesia
      • Japan
      • Malaysia
      • Philippines
      • Singapore
      • South Korea
      • Taiwan
      • Thailand
      • Vietnam
    • Europe, Middle East & Africa
      • Denmark
      • Egypt
      • Finland
      • France
      • Germany
      • Israel
      • Italy
      • Netherlands
      • Nigeria
      • Norway
      • Poland
      • Qatar
      • Russia
      • Saudi Arabia
      • South Africa
      • Spain
      • Sweden
      • Switzerland
      • Turkey
      • United Arab Emirates
      • United Kingdom

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 Summary

4. 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