2025年知识图谱全球市场报告

预计未来几年知识图谱市场规模将呈指数级增长。到 2029 年，这一数字将成长至 36.9 亿美元，复合年增长率为 22.9%。预测期内的预期成长可归因于人工智慧的快速采用、物联网的扩展、对即时洞察的需求、不断增长的数位转型以及对资料管治日益增长的需求。预计这段时期的主要趋势包括与大规模语言模型 (LLM) 的整合、自动知识提取、人工智慧的进步、即时知识更新以及对可解释人工智慧日益增长的需求。

数据量和复杂性的快速成长预计将推动知识图谱市场未来的成长。资料量是指正在创建的资料总量，而资料复杂性则包括由于资料的多样性和互联性而组织和理解资料的挑战。数据量的增加很大程度上是由于互联网和数位设备的普及，大量资讯不断产生。知识图谱透过将资料组织成相互关联的实体和关係来帮助管理大型复杂资料集，从而提高搜寻、整合和分析资料的效率。例如，根据 Linux 基金会 2022 年 12 月发布的报告，最终用户组织的平均数据增长已飙升至 2,208 TB，较 2021 年记录的 700 TB 增长了 215.43%。数据量和复杂性的爆炸性成长是知识图谱市场的主要驱动力。

知识图谱市场中的公司正专注于融合人工智慧的先进技术，例如将知识图谱与资料湖技术融合，透过结合不同类型的资料来改善资料处理、可扩展性和洞察力。资料湖技术将资料湖的超大储存容量与资料仓储的组织结构结合，使企业能够在单一平台上储存、管理和分析任何类型的资料。例如，2023 年 3 月，美国软体公司 Kobai Inc. 宣布推出 Kobai Saturn，这是第一个旨在使用资料湖架构来提高可扩展性和效率的知识图谱。 Kobai Saturn 将所有资料使用案例统一到单一语意层，以提高可存取性和决策能力。透过将结构化知识图谱与资料湖的灵活性相结合，这项创新增强了资料处理能力并释放了更深入的见解。

目录

第一章执行摘要

第二章 市场特征

第三章 市场趋势与策略

第四章 市场 - 宏观经济情境 宏观经济情境包括利率、通货膨胀、地缘政治以及感染疾病和復苏对市场的影响

第五章 全球成长分析与策略分析框架

• 全球知识图谱 PESTEL 分析（政治、社会、技术、环境、法律因素、驱动因素和限制因素）
• 最终用途产业分析
• 全球知识图谱市场：成长率分析
• 全球知识图谱市场表现：规模与成长，2019-2024
• 全球知识图谱市场预测：规模与成长，2024-2029 年，2034 年
• 全球知识图谱总可寻址市场（TAM）

第六章市场区隔

• 全球知识图谱市场类型、表现及预测（2019-2024、2024-2029、2034）
• 通用知识图谱
• 产业知识图谱
• 全球知识图谱市场（按部署类型、效能和预测），2019-2024 年、2024-2029 年、2034 年
• 本地
• 云端基础
• 杂交种
• 全球知识图谱市场（依组织规模、绩效与预测），2019-2024 年、2024-2029 年、2034 年
• 大公司
• 小型企业
• 全球知识图谱市场应用、绩效及预测（2019-2024、2024-2029、2034）
• 数据分析和商业智慧
• 资料管治与主资料管理
• 基础设施和资产管理
• 流程优化与资源管理
• 产品和配置管理
• 风险管理、合规与监管
• 虚拟助理、自助资料、数字
• 全球知识图谱市场（按最终用户、效能和预测），2019-2024 年、2024-2029 年、2034 年
• 卫生保健
• 电子商务与零售
• 银行、金融服务和保险（BFSI）
• 政府
• 媒体与娱乐
• 其他的
• 全球知识图谱市场、一般知识图谱细分、按类型、效能和预测，2019-2024 年、2024-2029 年、2034 年
• 语意搜寻
• 推荐系​​统
• 虚拟助手
• 问答系统
• 全球知识图谱市场、产业知识图谱细分、类型、效能与预测，2019-2024 年、2024-2029 年、2034 年
• 医疗保健知识图谱
• 金融知识图谱
• 零售知识图谱
• 电信知识图谱
• 製造业知识图谱
• 媒体与娱乐知识图谱
• 法律与合规知识图谱

第七章 区域和国家分析

• 全球知识图谱市场：按地区、表现和预测，2019-2024 年、2024-2029 年、2034 年
• 全球知识图谱市场：依国家、表现及预测，2019-2024 年、2024-2029 年、2034 年

第八章 亚太市场

第九章：中国市场

第十章 印度市场

第十一章 日本市场

第十二章 澳洲市场

第十三章 印尼市场

第十四章 韩国市场

第十五章 西欧市场

第十六章英国市场

第十七章 德国市场

第十八章 法国市场

第十九章：义大利市场

第20章：西班牙市场

第21章 东欧市场

第22章 俄罗斯市场

第23章 北美市场

第24章美国市场

第25章：加拿大市场

第26章 南美洲市场

第27章：巴西市场

第28章 中东市场

第29章：非洲市场

第30章竞争格局与公司概况

• 知识图谱市场：竞争格局
• 知识图谱市场：公司简介
  • Amazon Web Services
  • Google LLC
  • International Business Machines Corporation（IBM Corporation）
  • Oracle Corporation
  • SAP SE

第31章 其他大型创新企业

• Altair Engineering Inc.
• Neo4j Inc.
• DataStax Inc.
• MarkLogic Corporation
• Cambridge Semantics Inc.
• ArangoDB GmbH
• TigerGraph Inc.
• Ontotext AD
• Stardog Union Inc.
• Fluree PBC
• Semantic Web Company GmbH
• Datavid Limited
• OpenLink Software Inc.
• Bitnine Co. Ltd.
• Franz Inc.

第 32 章全球市场竞争基准化分析与仪表板

第33章 重大併购

第34章近期市场趋势

第35章：市场潜力大的国家与策略

• 2029年知识图谱市场：提供新机会的国家
• 2029年知识图谱市场：细分领域带来新机会
• 2029年知识图谱市场：成长策略
  • 基于市场趋势的策略
  • 竞争对手的策略

第36章 附录

A knowledge graph is a structured data model that organizes entities, concepts, and their relationships in a graph format. By aggregating information from various sources, it enables machines to understand context, derive insights, and enhance AI-driven applications such as semantic search, recommendation systems, and enterprise data management.

The primary types of knowledge graphs are general knowledge graphs and industry-specific knowledge graphs. A general knowledge graph is a structured database that integrates and organizes data from diverse sources to represent real-world entities and their interrelationships. These graphs can be deployed through on-premises, cloud-based, or hybrid systems and are used by organizations of various sizes, from large enterprises to small and medium-sized enterprises (SMEs). Knowledge graphs have applications across many domains, such as data analytics and business intelligence, data governance and master data management, infrastructure and asset management, process optimization, resource management, product and configuration management, risk management, compliance and regulatory issues, as well as virtual assistants, self-service data, and digital solutions. They are widely utilized in industries such as healthcare, e-commerce and retail, banking, financial services and insurance (BFSI), government, media and entertainment, among others.

The knowledge graph market research report is one of a series of new reports from The Business Research Company that provides knowledge graph market statistics, including the knowledge graph industry's global market size, regional shares, competitors with a knowledge graph market share, detailed knowledge graph market segments, market trends and opportunities, and any further data you may need to thrive in the knowledge graph industry. This knowledge graph market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenarios of the industry.

The knowledge graph market size has grown exponentially in recent years. It will grow from $1.31 billion in 2024 to $1.62 billion in 2025 at a compound annual growth rate (CAGR) of 23.2%. The growth during the historic period can be attributed to the increasing complexity of data, the rise of big data, growing enterprise adoption, the expansion of semantic search, and the enhanced need for data integration.

The knowledge graph market size is expected to see exponential growth in the next few years. It will grow to $3.69 billion in 2029 at a compound annual growth rate (CAGR) of 22.9%. The anticipated growth during the forecast period can be attributed to the rapid adoption of artificial intelligence, the expansion of IoT, the demand for real-time insights, the growth of digital transformation, and the increasing need for data governance. Key trends expected in this period include integration with large language models (LLMs), automated knowledge extraction, advancements in AI, real-time knowledge updates, and the growing demand for explainable AI.

The rapid increase in data volume and complexity is expected to drive the growth of the knowledge graph market in the future. Data volume refers to the total amount of data being created, while data complexity involves the challenges of organizing and understanding data due to its variety and interconnections. The growth in data volume is largely due to the widespread use of the internet and digital devices, which continuously generate vast amounts of information. Knowledge graphs help manage large and complex data sets by organizing the data into interconnected entities and relationships, making data retrieval, integration, and analysis more efficient. For instance, in December 2022, a report by The Linux Foundation revealed that the average data growth for an end-user organization surged to 2,208 TB, a 215.43% increase from the 700 TB recorded in 2021. This rapid growth in data volume and complexity is a key driver for the knowledge graph market.

Companies in the knowledge graph market are focusing on advancements that integrate artificial intelligence, such as merging knowledge graphs with data lakehouse technology to improve data processing, scalability, and insights by combining various types of data. Data lakehouse technology merges the large storage capacity of a data lake with the organizational structure of a data warehouse, enabling businesses to store, manage, and analyze all types of data on one platform. For example, in March 2023, Kobai Inc., a US-based software company, introduced Kobai Saturn, the first knowledge graph designed to use data lakehouse architecture to enhance scalability and efficiency. Kobai Saturn consolidates all data use cases into a single semantic layer, improving accessibility and decision-making. By integrating structured knowledge graphs with the flexibility of data lakehouses, this innovation enhances data processing and provides deeper insights.

In April 2024, Altair Engineering Inc., a US-based software company, acquired Cambridge Semantics Inc. for an undisclosed amount. This acquisition allows Altair to utilize Cambridge Semantics' advanced data fabric technology, improving the integration of diverse data types and enhancing enterprise analytics, insights, and decision-making. Cambridge Semantics Inc., a US-based software company, specializes in knowledge graph and data analytics solutions.

Major players in the knowledge graph market are Amazon Web Services, Google LLC, International Business Machines Corporation (IBM Corporation), Oracle Corporation, SAP SE, Altair Engineering Inc., Neo4j Inc., DataStax Inc., MarkLogic Corporation, Cambridge Semantics Inc., ArangoDB GmbH, TigerGraph Inc., Ontotext AD, Stardog Union Inc., Fluree PBC, Semantic Web Company GmbH, Datavid Limited, OpenLink Software Inc., Bitnine Co. Ltd., Franz Inc., Diffbot Technologies Corporation, Redis Inc.

North America was the largest region in the knowledge graph market in 2024. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in knowledge graph report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East and Africa.

The countries covered in the knowledge graph market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

The knowledge graph market consists of revenues earned by entities by providing managed services, and enterprise services. The market value includes the value of related goods sold by the service provider or included within the service offering. The knowledge graph market also includes sales of knowledge graph software, graph databases, and enterprise knowledge management systems. Values in this market are 'factory gate' values, that is the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified).

The revenues for a specified geography are consumption values and are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

Knowledge Graph Global Market Report 2025 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.

This report focuses on knowledge graph market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.

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Where is the largest and fastest growing market for knowledge graph ? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward? The knowledge graph market global report from the Business Research Company answers all these questions and many more.

The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market's historic and forecast market growth by geography.

• The market characteristics section of the report defines and explains the market.
• The market size section gives the market size ($b) covering both the historic growth of the market, and forecasting its development.
• The forecasts are made after considering the major factors currently impacting the market. These include:

The forecasts are made after considering the major factors currently impacting the market. These include the Russia-Ukraine war, rising inflation, higher interest rates, and the legacy of the COVID-19 pandemic.

• Market segmentations break down the market into sub markets.
• The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth. It covers the growth trajectory of COVID-19 for all regions, key developed countries and major emerging markets.
• The competitive landscape chapter gives a description of the competitive nature of the market, market shares, and a description of the leading companies. Key financial deals which have shaped the market in recent years are identified.
• The trends and strategies section analyses the shape of the market as it emerges from the crisis and suggests how companies can grow as the market recovers.

Scope

• Markets Covered:1) By Type: General Knowledge Graph; Industry Knowledge Graph
• 2) By Deployment Type: On-Premises; Cloud-Based; Hybrid
• 3) By Organization Size: Large Enterprises; Small And Medium-Sized Enterprises
• 4) By Application: Data Analytics And Business Intelligence; Data Governance And Master Data Management; Infrastructure And Asset Management; Process Optimization And Resource Management; Product And Configuration Management; Risk Management, Compliance, And Regulatory; Virtual Assistants, Self-Service Data, And Digital
• 5) By End-User: Healthcare; E-Commerce And Retail; Banking, Financial Services, And Insurance (BFSI); Government; Media And Entertainment; Other End-Users
• Subsegments:
• 1) By General Knowledge Graph: Semantic Search, Recommendation Systems, Virtual Assistants, Question Answering Systems
• 2) By Industry Knowledge Graph: Healthcare Knowledge Graphs, Financial Knowledge Graphs, Retail Knowledge Graphs, Telecom Knowledge Graphs, Manufacturing Knowledge Graphs, Media And Entertainment Knowledge Graphs, Legal And Compliance Knowledge Graphs
• Companies Mentioned: Amazon Web Services; Google LLC; International Business Machines Corporation (IBM Corporation); Oracle Corporation; SAP SE
• Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Russia; South Korea; UK; USA; Canada; Italy; Spain
• Regions: Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa
• Time series: Five years historic and ten years forecast.
• Data: Ratios of market size and growth to related markets, GDP proportions, expenditure per capita,
• Data segmentations: country and regional historic and forecast data, market share of competitors, market segments.
• Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes.
• Delivery format: PDF, Word and Excel Data Dashboard.

Table of Contents

1. Executive Summary

2. Knowledge Graph Market Characteristics

3. Knowledge Graph Market Trends And Strategies

4. Knowledge Graph Market - Macro Economic Scenario Macro Economic Scenario Including The Impact Of Interest Rates, Inflation, Geopolitics And Covid And Recovery On The Market

5. Global Knowledge Graph Growth Analysis And Strategic Analysis Framework

• 5.1. Global Knowledge Graph PESTEL Analysis (Political, Social, Technological, Environmental and Legal Factors, Drivers and Restraints)
• 5.2. Analysis Of End Use Industries
• 5.3. Global Knowledge Graph Market Growth Rate Analysis
• 5.4. Global Knowledge Graph Historic Market Size and Growth, 2019 - 2024, Value ($ Billion)
• 5.5. Global Knowledge Graph Forecast Market Size and Growth, 2024 - 2029, 2034F, Value ($ Billion)
• 5.6. Global Knowledge Graph Total Addressable Market (TAM)

6. Knowledge Graph Market Segmentation

• 6.1. Global Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• General Knowledge Graph
• Industry Knowledge Graph
• 6.2. Global Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• On-Premises
• Cloud-Based
• Hybrid
• 6.3. Global Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Large Enterprises
• Small And Medium-Sized Enterprises
• 6.4. Global Knowledge Graph Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Data Analytics And Business Intelligence
• Data Governance And Master Data Management
• Infrastructure And Asset Management
• Process Optimization And Resource Management
• Product And Configuration Management
• Risk Management, Compliance, And Regulatory
• Virtual Assistants, Self-Service Data, And Digital
• 6.5. Global Knowledge Graph Market, Segmentation By End-User, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Healthcare
• E-Commerce And Retail
• Banking, Financial Services, And Insurance (BFSI)
• Government
• Media And Entertainment
• Other End-Users
• 6.6. Global Knowledge Graph Market, Sub-Segmentation Of General Knowledge Graph, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Semantic Search
• Recommendation Systems
• Virtual Assistants
• Question Answering Systems
• 6.7. Global Knowledge Graph Market, Sub-Segmentation Of Industry Knowledge Graph, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Healthcare Knowledge Graphs
• Financial Knowledge Graphs
• Retail Knowledge Graphs
• Telecom Knowledge Graphs
• Manufacturing Knowledge Graphs
• Media And Entertainment Knowledge Graphs
• Legal And Compliance Knowledge Graphs

7. Knowledge Graph Market Regional And Country Analysis

• 7.1. Global Knowledge Graph Market, Split By Region, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 7.2. Global Knowledge Graph Market, Split By Country, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

8. Asia-Pacific Knowledge Graph Market

• 8.1. Asia-Pacific Knowledge Graph Market Overview
• Region Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
• 8.2. Asia-Pacific Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 8.3. Asia-Pacific Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 8.4. Asia-Pacific Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

9. China Knowledge Graph Market

• 9.1. China Knowledge Graph Market Overview
• 9.2. China Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
• 9.3. China Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
• 9.4. China Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion

10. India Knowledge Graph Market

• 10.1. India Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 10.2. India Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 10.3. India Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

11. Japan Knowledge Graph Market

• 11.1. Japan Knowledge Graph Market Overview
• 11.2. Japan Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 11.3. Japan Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 11.4. Japan Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

12. Australia Knowledge Graph Market

• 12.1. Australia Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 12.2. Australia Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 12.3. Australia Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

13. Indonesia Knowledge Graph Market

• 13.1. Indonesia Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 13.2. Indonesia Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 13.3. Indonesia Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

14. South Korea Knowledge Graph Market

• 14.1. South Korea Knowledge Graph Market Overview
• 14.2. South Korea Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 14.3. South Korea Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 14.4. South Korea Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

15. Western Europe Knowledge Graph Market

• 15.1. Western Europe Knowledge Graph Market Overview
• 15.2. Western Europe Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 15.3. Western Europe Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 15.4. Western Europe Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

16. UK Knowledge Graph Market

• 16.1. UK Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 16.2. UK Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 16.3. UK Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

17. Germany Knowledge Graph Market

• 17.1. Germany Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 17.2. Germany Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 17.3. Germany Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

18. France Knowledge Graph Market

• 18.1. France Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 18.2. France Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 18.3. France Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

19. Italy Knowledge Graph Market

• 19.1. Italy Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 19.2. Italy Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 19.3. Italy Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

20. Spain Knowledge Graph Market

• 20.1. Spain Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 20.2. Spain Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 20.3. Spain Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

21. Eastern Europe Knowledge Graph Market

• 21.1. Eastern Europe Knowledge Graph Market Overview
• 21.2. Eastern Europe Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 21.3. Eastern Europe Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 21.4. Eastern Europe Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

22. Russia Knowledge Graph Market

• 22.1. Russia Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 22.2. Russia Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 22.3. Russia Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

23. North America Knowledge Graph Market

• 23.1. North America Knowledge Graph Market Overview
• 23.2. North America Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 23.3. North America Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 23.4. North America Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

24. USA Knowledge Graph Market

• 24.1. USA Knowledge Graph Market Overview
• 24.2. USA Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 24.3. USA Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 24.4. USA Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

25. Canada Knowledge Graph Market

• 25.1. Canada Knowledge Graph Market Overview
• 25.2. Canada Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 25.3. Canada Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 25.4. Canada Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

26. South America Knowledge Graph Market

• 26.1. South America Knowledge Graph Market Overview
• 26.2. South America Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 26.3. South America Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 26.4. South America Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

27. Brazil Knowledge Graph Market

• 27.1. Brazil Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 27.2. Brazil Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 27.3. Brazil Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

28. Middle East Knowledge Graph Market

• 28.1. Middle East Knowledge Graph Market Overview
• 28.2. Middle East Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 28.3. Middle East Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 28.4. Middle East Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

29. Africa Knowledge Graph Market

• 29.1. Africa Knowledge Graph Market Overview
• 29.2. Africa Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 29.3. Africa Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 29.4. Africa Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

30. Knowledge Graph Market Competitive Landscape And Company Profiles

• 30.1. Knowledge Graph Market Competitive Landscape
• 30.2. Knowledge Graph Market Company Profiles
  • 30.2.1. Amazon Web Services Overview, Products and Services, Strategy and Financial Analysis
  • 30.2.2. Google LLC Overview, Products and Services, Strategy and Financial Analysis
  • 30.2.3. International Business Machines Corporation (IBM Corporation) Overview, Products and Services, Strategy and Financial Analysis
  • 30.2.4. Oracle Corporation Overview, Products and Services, Strategy and Financial Analysis
  • 30.2.5. SAP SE Overview, Products and Services, Strategy and Financial Analysis

31. Knowledge Graph Market Other Major And Innovative Companies

• 31.1. Altair Engineering Inc.
• 31.2. Neo4j Inc.
• 31.3. DataStax Inc.
• 31.4. MarkLogic Corporation
• 31.5. Cambridge Semantics Inc.
• 31.6. ArangoDB GmbH
• 31.7. TigerGraph Inc.
• 31.8. Ontotext AD
• 31.9. Stardog Union Inc.
• 31.10. Fluree PBC
• 31.11. Semantic Web Company GmbH
• 31.12. Datavid Limited
• 31.13. OpenLink Software Inc.
• 31.14. Bitnine Co. Ltd.
• 31.15. Franz Inc.

32. Global Knowledge Graph Market Competitive Benchmarking And Dashboard

33. Key Mergers And Acquisitions In The Knowledge Graph Market

34. Recent Developments In The Knowledge Graph Market

35. Knowledge Graph Market High Potential Countries, Segments and Strategies

• 35.1 Knowledge Graph Market In 2029 - Countries Offering Most New Opportunities
• 35.2 Knowledge Graph Market In 2029 - Segments Offering Most New Opportunities
• 35.3 Knowledge Graph Market In 2029 - Growth Strategies
  • 35.3.1 Market Trend Based Strategies
  • 35.3.2 Competitor Strategies

36. Appendix

• 36.1. Abbreviations
• 36.2. Currencies
• 36.3. Historic And Forecast Inflation Rates
• 36.4. Research Inquiries
• 36.5. The Business Research Company
• 36.6. Copyright And Disclaimer