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市場調查報告書
商品編碼
1499571

知識圖市場：按產品、按類型、按模型類型、按資料來源、按應用、按產業 - 2024-2030 年全球預測

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個工作天內

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預計2023年知識圖譜市場規模為10.5億美元，2024年達12.4億美元，2030年預估達31.9億美元，複合年成長率為17.07%。

知識圖是一種結構化的知識模型，它結合了實體、關係和屬性來建構語意網路。它是一種以機器易於計算和理解的方式組織和連接資訊的方式。知識圖在以實現高效資料搜尋、推理和分析的方式表示和組織知識方面發揮關鍵作用。影響市場成長的因素包括對先進分析工具的需求不斷增加以及資料生成的快速增加。此外，不斷成長的業務需求（例如提高客戶滿意度、無縫溝通和知識共用）也正在推動市場成長。然而，對知識圖的好處缺乏了解、對技術熟練專家的需求以及隱私問題阻礙了市場的採用。強大的資料管理、整合和分析策略的出現提供了巨大的潛力。

主要市場統計
基準年[2023] 10.5億美元
預測年份 [2024] 12.4億美元
預測年份 [2030] 31.9億美元
複合年成長率（%） 17.07%

區域洞察

由於顯著的技術進步和消費者購買力，美洲在知識圖市場中佔有重要地位。公司正在進行研究和開發舉措，新技術專利正在激增。在EMEA地區，歐洲是知識圖譜市場的主要開拓基地。多項歐盟 (EU) 指令鼓勵使用知識圖譜技術來實現資料隱私合規性。另一方面，中東和非洲的知識圖譜市場仍不發達，但由於數位轉型措施和快速發展的高科技新興企業文化，尤其是在這些國家，顯示出廣泛的成長潛力。亞太地區正快速崛起，成為知識圖譜市場的強大參與者。各國正利用科技來加強電子商務、醫​​療保健和通訊業的資料管理。此外，政府對促進創新和推動數位轉型的大力支持正在推動該地區知識圖譜市場的成長。

FPNV定位矩陣

FPNV 定位矩陣對於評估供應商在知識圖市場中的定位至關重要。此矩陣提供了對供應商的全面評估，並檢查了與業務策略和產品滿意度相關的關鍵指標。這種詳細的評估使用戶能夠根據自己的要求做出明智的決定。根據評估結果，供應商被分為代表其成功程度的四個像限：前沿（F）、探路者（P）、利基（N）和重要（V）。

市場佔有率分析

市場佔有率分析是一個綜合工具，可以對知識圖譜市場中供應商的當前狀態進行深入而詳細的評估。透過仔細比較和分析供應商的貢獻，您可以更深入地了解每個供應商的績效以及他們在爭奪市場佔有率時面臨的挑戰。這些貢獻包括整體收益、客戶群和其他重要指標。此外，該分析還提供了對該領域競爭性質的寶貴見解，包括累積研究期、片段化優勢和合併特徵等因素。有了這些詳細資訊，供應商可以做出更明智的決策並製定有效的策略，以在市場競爭中保持領先地位。

策略分析與建議

策略分析對於尋求在全球市場站穩腳跟的組織至關重要。對目前在知識圖譜市場中的地位進行全面評估，使公司能夠做出符合其長期願望的明智決策。此關鍵評估涉及對組織的資源、能力和整體績效進行徹底分析，以確定核心優勢和需要改進的領域。

目錄

第1章 前言

第2章調查方法

第3章執行摘要

第4章市場概況

第5章市場洞察

  • 市場動態
    • 促進因素
      • 對高效資料整合和有效資料管理的需求不斷成長
      • 拓展知識圖譜在醫療保健領域的應用
      • 知識圖譜在電商領域的使用快速成長
    • 抑制因素
      • 缺乏熟練的專業人員
    • 機會
      • 對先進分析工具的需求增加
      • 繼續研究擴大知識圖的用途
    • 任務
      • 與知識圖相關的資料隱私和安全問題
  • 市場區隔分析
    • 我們提供什麼：知識圖譜解決方案解決多層次業務挑戰的潛在用途
    • 類型：NLP知識圖譜利用自然語言處理的力量來解釋人類語言資料。
    • 應用：知識圖譜在企業知識管理應用的廣泛採用
    • 產業：醫療保健領域對知識圖譜的需求量大
  • 市場擾動分析
  • 波特五力分析
  • 價值鍊和關鍵路徑分析
  • 價格分析
  • 技術分析
  • 專利分析
  • 貿易分析
  • 法規結構分析

第6章 知識圖譜市場：透過提供

  • 服務
  • 解決方案

第7章知識圖譜市場：依類型

  • 上下文豐富的知識圖譜
  • 外部感知知識圖譜
  • NLP知識圖譜

第8章依模型類型分類的知識圖譜市場

  • 概念圖
  • RDF圖
  • 語意圖

第 9 章 知識圖譜市場資料（依來源）

  • 半結構化資料
  • 結構化資料
  • 非結構化資料

第10章知識圖譜市場：依應用分類

  • 企業知識管理
  • 問題解答
  • 推薦系​​統
  • 語意搜尋

第11章知識圖譜市場：依產業分類

  • BFSI
  • 衛生保健
  • 資訊科技與資訊科技服務
  • 媒體和娛樂
  • 零售/電子商務
  • 運輸/物流
  • 旅遊/酒店業

第12章美洲知識圖譜市場

  • 阿根廷
  • 巴西
  • 加拿大
  • 墨西哥
  • 美國

第13章亞太地區知識圖譜市場

  • 澳洲
  • 中國
  • 印度
  • 印尼
  • 日本
  • 馬來西亞
  • 菲律賓
  • 新加坡
  • 韓國
  • 台灣
  • 泰國
  • 越南

第14章歐洲、中東和非洲知識圖譜市場

  • 丹麥
  • 埃及
  • 芬蘭
  • 法國
  • 德國
  • 以色列
  • 義大利
  • 荷蘭
  • 奈及利亞
  • 挪威
  • 波蘭
  • 卡達
  • 俄羅斯
  • 沙烏地阿拉伯
  • 南非
  • 西班牙
  • 瑞典
  • 瑞士
  • 土耳其
  • 阿拉伯聯合大公國
  • 英國

第15章競爭格局

  • 2023 年市場佔有率分析
  • FPNV 定位矩陣，2023
  • 競爭情境分析
    • Ontotext 和 Ontopic 聯手徹底改變資料虛擬
    • Foursquare推出地理空間知識圖譜
    • Kobai發布Saturn知識圖譜以查詢lakehouse規模的資料
  • 戰略分析和建議

第16章競爭組合

  • 主要企業簡介
  • 主要產品系列
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