市場調査レポート
商品コード
1342755

グラフデータベースの世界市場:モデルタイプ別、オファリング別、分析タイプ別、業界別、地域別-2028年までの予測

Graph Database Market by Model Type (RDF, LPG, Hypergraph), Offering (Solutions, Services), Analysis Type (Community Analysis, Connectivity Analysis, Centrality Analysis, Path Analysis), Vertical, and Region - Global Forecast to 2028

出版日: | 発行: MarketsandMarkets | ページ情報: 英文 279 Pages | 納期: 即納可能 即納可能とは

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価格
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本日の銀行送金レート: 1USD=152.52円
グラフデータベースの世界市場:モデルタイプ別、オファリング別、分析タイプ別、業界別、地域別-2028年までの予測
出版日: 2023年08月30日
発行: MarketsandMarkets
ページ情報: 英文 279 Pages
納期: 即納可能 即納可能とは
  • 全表示
  • 概要
  • 目次
概要

世界のグラフデータベースの市場規模は、2023年の29億米ドルから2028年には73億米ドルに成長し、予測期間中の年間平均成長率(CAGR)は20.2%に達すると予測されています。

グラフデータベースは、言語学、化学、ソーシャルネットワークに応用されています。例えば、技術の統合により、ユーザーは人と組織の関係を示すことができます。同市場で事業を展開する企業は、複数の業界におけるグラフデータベースの応用のために、いくつかの使用事例を打ち出しています。そのひとつが、Ravelin Technology社が開発したグラフデータベース技術を使った不正検知です。Ravelin社はグラフデータベースを可視化し、疑わしいノードを特定します。同社は独自のグラフデータベースソリューションを開発し、任意のデータセットについて完全なグラフを1桁マイクロ秒で生成します。

グラフデータベース市場は、導入形態別にオンプレミスとクラウドに区分されます。予測期間中のCAGRは、クラウド展開モードが最も大きくなると予測されます。クラウドベースの導入は、企業がより効率的にデータを処理し、調査結果を報告し、コラボレーションを強化し、意思決定者がビジネスインテリジェンスに迅速にアクセスできるようにすることで、グラフデータベース市場における採用率の向上につながります。

ネイティブグラフデータベースは、グラフ構造化されたデータを効率的に保存、管理、照会するために設計された特殊なデータベース管理システムであり、エンティティ(ノード)は関係(エッジ)によって接続されています。従来のリレーショナルデータベースとは異なり、ネイティブグラフデータベースは、複雑な関係をトラバースし、グラフ指向のクエリを実行するために最適化されています。より直感的で自然な方法で実世界のつながりを表現できるため、ソーシャルネットワーク、レコメンデーションシステム、不正検知、ナレッジグラフなどの使用事例に特に適しています。

グラフデータベースは、データ内の複雑な関係をモデル化してクエリできるため、ヘルスケア、製薬、ライフサイエンス分野に大きなメリットをもたらします。グラフデータベースは、タンパク質、遺伝子、パスウェイ間の相互作用を分析することで、研究者が潜在的な創薬ターゲットを特定するのに役立ちます。タンパク質と疾患の関係もモデル化できるため、治療ターゲットの検証にも役立ちます。

予測期間中、アジア太平洋は良いペースで成長すると予想されます。また、中小のグラフデータベースベンダーが多くの分野にグラフデータベースソリューションを導入する機会も増えています。これらすべての要因が、同地域におけるグラフデータベース市場の急速な成長の要因となっています。APACで事業を展開する企業は、市場競争力と収益成長を促進するため、顧客サービスの向上に引き続き注力しています。中国、日本、インド、オーストラリア・ニュージーランドはグラフデータベース市場において十分な成長機会を示しています。

当レポートでは、世界のグラフデータベース市場について調査し、モデルタイプ別、オファリング別、分析タイプ別、業界別、地域別動向、および市場に参入する企業のプロファイルなどをまとめています。

目次

第1章 イントロダクション

第2章 調査手法

第3章 エグゼクティブサマリー

第4章 重要考察

第5章 市場概要と業界動向

  • 市場力学
  • 業界の動向
  • ケーススタディ分析
  • 顧客/購入者に影響を与える動向/混乱
  • グラフデータベース:進化
  • グラフデータベース:アーキテクチャ
  • 特許分析
  • 価値/サプライチェーン分析
  • エコシステム分析
  • 価格モデルの分析
  • 技術分析
  • ポーターのファイブフォース分析
  • 規制の影響
  • グラフデータベース市場の技術ロードマップ

第6章 グラフデータベース市場、オファリング別

  • イントロダクション
  • ソリューション
  • サービス

第7章 グラフデータベース市場、モデルタイプ別

  • イントロダクション
  • リソース説明フレームワーク
  • ラベル付きプロパティグラフ
  • ハイパーグラフ

第8章 グラフデータベース市場、分析タイプ別

  • イントロダクション
  • コミュニティ分析
  • 接続性の分析
  • 中心性分析
  • パス分析

第9章 グラフデータベース市場、業界別

  • イントロダクション
  • 銀行、金融サービス、保険
  • 小売と電子商取引
  • 通信とIT
  • ヘルスケア、ライフサイエンス、および医薬品
  • 政府と公共部門
  • 製造および自動車
  • メディアとエンターテイメント
  • エネルギーと公共事業
  • 旅行とホスピタリティ
  • 輸送と物流
  • その他

第10章 グラフデータベース市場、地域別

  • イントロダクション
  • 北米
  • 欧州
  • アジア太平洋
  • 中東・アフリカ
  • ラテンアメリカ

第11章 競合情勢

  • 概要
  • 主要参入企業が採用した戦略
  • 主要企業の過去の収益分析
  • 市場シェア分析
  • グラフデータベースブランド/製品比較情勢
  • 主要企業の企業評価マトリックス
  • 競合ベンチマーキング
  • スタートアップ/中小企業向けの企業評価マトリクス
  • 競合シナリオ

第12章 企業プロファイル

  • イントロダクション
  • 主要参入企業
    • IBM
    • ORACLE
    • MICROSOFT
    • AWS
    • SAP
    • NEO4J
    • TIGERGRAPH
    • STARDOG
    • DATASTAX
    • HPE
    • FRANZ INC
    • ONTOTEXT
    • OPENLINK SOFTWARE
    • DGRAPH LABS
    • TIBCO
    • TERADATA
    • REDIS LABS
  • その他の企業
    • OBJECTIVITY
    • GRAPHBASE
    • CAMBRIDGE SEMANTICS
    • BLAZEGRAPH
    • ECCENCA GMBH
    • BITNINE
    • ARANGODB
    • FLUREE
    • MEMGRAPH
    • GRAPH STORY

第13章 隣接市場および関連市場

第14章 付録

目次
Product Code: TC 6341

The global graph database market size to grow from USD 2.9 billion in 2023 to USD 7.3 billion by 2028, at a Compound Annual Growth Rate (CAGR) of 20.2% during the forecast period. Graph databases find their applications in linguistics, chemistry, and social networks. For instance, the integration of technology enables the user to demonstrate the relationship between people and their organizations. Companies operating in the market have come up with several use cases to describe specific graph database applications in multiple industry verticals. One such instance is fraud detection using the graph database technology developed by Ravelin Technology. Ravelin visualizes graph databases to identify suspicious nodes. The company has developed its own proprietary graph database solution to generate a full graph for any given data set in single-digit microseconds.

The cloud segment to have the largest CAGR during the forecast period

By deployment mode, the graph database market has been segmented into on-premises and cloud. The CAGR of the cloud deployment mode is estimated to be the largest during the forecast period. The cloud-based deployment helps businesses more efficiently process and report data findings, enhance collaboration, and enable decision-makers to get faster access to business intelligence leading to its higher adoption in the graph database market.

The native graph database segment to have the largest CAGR during the forecast period

Native graph database is a specialized database management system designed to efficiently store, manage, and query graph-structured data, where entities (nodes) are connected by relationships (edges). Unlike traditional relational databases, native graph databases are optimized for traversing complex relationships and performing graph-oriented queries. They enable the representation of real-world connections in a more intuitive and natural manner, making them particularly well-suited for use cases like social networks, recommendation systems, fraud detection, and knowledge graphs.

The healthcare, pharmaceuticals, and life sciences segment to have the largest CAGR during the forecast period

Graph databases offer significant advantages to the healthcare, pharmaceutical, and life sciences sectors due to their ability to model and query complex relationships within data. Graph databases can help researchers identify potential drug targets by analyzing the interactions between proteins, genes, and pathways. Relationships between proteins and diseases can be modeled, aiding in the validation of therapeutic targets.

Among regions, APAC to hold higher CAGR during the forecast period

APAC is expected to grow at a good pace during the forecast period. Opportunities for smaller graph database vendors to introduce graph database solutions for numerous sectors have also increased. All these factors are responsible for the expeditious growth of the graph database market in the region. Companies operating in APAC continue to focus on improving customer services to drive market competitiveness and revenue growth. China, Japan,India, and ANZ have displayed ample growth opportunities in the graph database market.

Breakdown of primaries

In-depth interviews were conducted with Chief Executive Officers (CEOs), innovation and technology directors, system integrators, and executives from various key organizations operating in the graph database market.

  • By Company: Tier I: 35%, Tier II: 45%, and Tier III: 20%
  • By Designation: C-Level Executives: 35%, D-Level Executives: 25%, and Managers: 40%
  • By Region: North America: 30%, Europe: 30%, APAC: 25%, MEA: 10%, Latin America: 5%

The report includes the study of key players offering graph database solutions and services. It profiles major vendors in the global graph database market. The major vendors in the global graph database market include Oracle Corporation (US), IBM Corporation (US), Amazon Web Services, Inc. (US), DataStax (US), Ontotext (Bulgaria), Stardog Union (US), Hewlett Packard Enterprise (US), ArangoDB (US), Blazegraph (US), Microsoft Corporation (US), SAP SE (Germany), Teradata Corporation (US), Openlink Software (US), TIBCO Software, Inc. (US), Neo4j, Inc. (US), GraphBase (Australia), Cambridge Semantics (US), TigerGraph, Inc. (US), Objectivity Inc. (US), Bitnine Co, Ltd. (US), Franz Inc. (US), Redis Labs (US), Graph Story (US), Dgraph Labs (US), Eccenca (Germany), and Fluree (US).

Research Coverage

The market study covers the graph database market across segments. It aims at estimating the market size and the growth potential of this market across different segments, such as components, type, deployment mode, organization size, application, vertical, and region. It includes an in-depth competitive analysis of the key players in the market, along with their company profiles, key observations related to product and business offerings, recent developments, and key market strategies.

Key Benefits of Buying the Report

The report would provide the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall market for graph database and its subsegments. It would help stakeholders understand the competitive landscape and gain more insights better to position their business and plan suitable go-to-market strategies. It also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities.

The report provides insights on the following pointers:

  • Analysis of key drivers

(Need to incorporate real-time big data mining with result visualization, Growing demand for solutions to process low-latency queries, and Adoption of AI-based graph database tools and services), restraints (Shortfall of standardization and programming ease), opportunities (Lack of technical expertise), and challenges (Enterprise data unification and rapid proliferation of knowledge graphs, Semantic knowledgeable graphs for addressing complex scientific research,Emergence of open knowledge networks) influencing the growth of the graph database market.

  • Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product & service launches in the graph database market.
  • Market Development: Comprehensive information about lucrative markets - the report analyses the graph database market across varied regions
  • Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in graph database market strategies; the report also helps stakeholders understand the pulse of the graph database market and provides them with information on key market drivers, restraints, challenges, and opportunities
  • Competitive Assessment: In-depth assessment of market shares, growth strategies, and service offerings of leading players such as Microsoft (US), SAP (Germany),and IBM (US) among others in the graph database market.

TABLE OF CONTENTS

1 INTRODUCTION

  • 1.1 STUDY OBJECTIVES
  • 1.2 MARKET DEFINITION
    • 1.2.1 INCLUSIONS AND EXCLUSIONS
  • 1.3 STUDY SCOPE
    • 1.3.1 MARKET SEGMENTATION
    • 1.3.2 REGIONS COVERED
    • 1.3.3 YEARS CONSIDERED
  • 1.4 CURRENCY CONSIDERED
    • TABLE 1 USD EXCHANGE RATE, 2020-2022
  • 1.5 STAKEHOLDERS
  • 1.6 SUMMARY OF CHANGES

2 RESEARCH METHODOLOGY

  • 2.1 RESEARCH DATA
    • FIGURE 1 GRAPH DATABASE MARKET: RESEARCH DESIGN
    • 2.1.1 SECONDARY DATA
    • 2.1.2 PRIMARY DATA
    • TABLE 2 PRIMARY INTERVIEWS
      • 2.1.2.1 Breakdown of primary interviews
      • 2.1.2.2 Key industry insights
  • 2.2 DATA TRIANGULATION
    • FIGURE 2 DATA TRIANGULATION
  • 2.3 MARKET SIZE ESTIMATION
    • FIGURE 3 GRAPH DATABASE MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES
    • 2.3.1 TOP-DOWN APPROACH
    • 2.3.2 BOTTOM-UP APPROACH
    • FIGURE 4 GRAPH DATABASE MARKET SIZE ESTIMATION
    • FIGURE 5 GRAPH DATABASE MARKET SIZE ESTIMATION: APPROACH 1
    • FIGURE 6 GRAPH DATABASE MARKET SIZE ESTIMATION: APPROACH 2
    • FIGURE 7 GRAPH DATABASE MARKET SIZE ESTIMATION: APPROACH 3
  • 2.4 MARKET FORECAST
    • TABLE 3 FACTOR ANALYSIS
  • 2.5 RESEARCH ASSUMPTIONS
  • 2.6 LIMITATIONS AND RISK ASSESSMENT
  • 2.7 RECESSION IMPACT

3 EXECUTIVE SUMMARY

    • TABLE 4 GRAPH DATABASE MARKET SIZE AND GROWTH RATE, 2018-2022 (USD MILLION, Y-O-Y%)
    • TABLE 5 GRAPH DATABASE MARKET SIZE AND GROWTH RATE, 2023-2028 (USD MILLION, Y-O-Y%)
    • FIGURE 8 SOLUTIONS SEGMENT TO ACCOUNT FOR LARGER MARKET SIZE IN 2023
    • FIGURE 9 PROFESSIONAL SERVICES TO BE LARGER SEGMENT IN 2023
    • FIGURE 10 LABELED PROPERTY GRAPH SEGMENT TO HOLD LARGER MARKET SIZE IN 2023
    • FIGURE 11 ON-PREMISES DEPLOYMENT TO ACCOUNT FOR LARGER MARKET IN 2023
    • FIGURE 12 COMMUNITY ANALYSIS SEGMENT TO HOLD LARGER MARKET SHARE IN 2023
    • FIGURE 13 BANKING, FINANCIAL SERVICES, AND INSURANCE VERTICAL TO HOLD LARGEST MARKET SIZE IN 2023
    • FIGURE 14 NORTH AMERICA TO HOLD HIGHEST MARKET SHARE IN 2023

4 PREMIUM INSIGHTS

  • 4.1 ATTRACTIVE OPPORTUNITIES FOR KEY PLAYERS IN GRAPH DATABASE MARKET
    • FIGURE 15 GROWING NEED TO ENSURE MARKET COMPETITIVENESS TO BOOST GRAPH DATABASE MARKET GROWTH
  • 4.2 OVERVIEW OF RECESSION IN GLOBAL GRAPH DATABASE MARKET
    • FIGURE 16 GRAPH DATABASE MARKET TO WITNESS MINOR DECLINE IN Y-O-Y GROWTH IN 2023
  • 4.3 GRAPH DATABASE MARKET, BY VERTICAL
    • FIGURE 17 BANKING, FINANCIAL SERVICES, AND INSURANCE VERTICAL TO BE LARGEST VERTICAL MARKET DURING FORECAST PERIOD
  • 4.4 GRAPH DATABASE MARKET, BY REGION
    • FIGURE 18 NORTH AMERICA TO HOLD LARGEST MARKET SHARE BY 2028
  • 4.5 GRAPH DATABASE MARKET, BY MODEL TYPE AND VERTICAL
    • FIGURE 19 LPG AND BFSI SEGMENTS TO HOLD LARGEST MARKET SHARES BY 2028

5 MARKET OVERVIEW AND INDUSTRY TRENDS

  • 5.1 MARKET DYNAMICS
    • FIGURE 20 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: GRAPH DATABASE MARKET
    • 5.1.1 DRIVERS
      • 5.1.1.1 Need to incorporate real-time big data mining with result visualization
      • 5.1.1.2 Growing demand for solutions to process low-latency queries
      • 5.1.1.3 Adoption of AI-based graph database tools and services
    • 5.1.2 RESTRAINTS
      • 5.1.2.1 Shortage of standardization and programming ease
    • 5.1.3 OPPORTUNITY
      • 5.1.3.1 Data unification and rapid proliferation of knowledge graphs
      • 5.1.3.2 Provision of semantic knowledgeable graphs to address complex-scientific research
      • 5.1.3.3 Emphasis on emergence of open knowledge networks
    • 5.1.4 CHALLENGES
      • 5.1.4.1 Lack of technical expertise
  • 5.2 INDUSTRY TRENDS
    • 5.2.1 GROWING POPULARITY OF ENTERPRISE KNOWLEDGE GRAPH
    • 5.2.2 RAPID USE OF VIRTUALIZATION FOR BIG DATA ANALYTICS
    • 5.2.3 MASSIVE DATA GENERATION ACROSS BFSI, RETAIL, AND MEDIA & ENTERTAINMENT INDUSTRIES
  • 5.3 CASE STUDY ANALYSIS
    • 5.3.1 KERBEROS PREVENTED MONEY-LAUNDERING AND DEVELOPED COMPLIANCE MANAGEMENT APPLICATION FOR RISK MANAGEMENT WITH NEO4J
    • 5.3.2 ALLEGROGRAPH CREATED SELF-DESCRIPTIVE REPOSITORY OF GRAPH TO DELIVER CRITICAL ANSWERS TO COMPLEX QUESTIONS AND POWER SMART APPLICATIONS
    • 5.3.3 KINCARDS USED NEO4J TO REVOLUTIONIZE BUSINESS CARDS
    • 5.3.4 YAHOO7 REPRESENTED CONTENT WITHIN KNOWLEDGE GRAPH WITH HELP OF BLAZEGRAPH
    • 5.3.5 NEO4J ENABLED PULITZER PRIZE-WINNING INVESTIGATION INTO GLOBAL TAX EVASION TO VISUALIZE AND ANALYZE PERTAINING TO PANAMA PAPERS LEAKS
    • 5.3.6 GRAPH TECHNOLOGY HELPED US ARMY BY TRACKING AND ANALYZING EQUIPMENT MAINTENANCE AFTER EMPLOYING NEO4J
    • 5.3.7 OBJECTIVE ECM UNDERPINNED CRITICAL HEALTH AND SAFETY PROCESSES IN OFFSHORE PETROLEUM INDUSTRY
    • 5.3.8 REDISGRAPH OFFERED GREAT MIX OF MATURITY, FEATURE COMPLETENESS, AND INTEROPERABILITY TO THINKDATA
    • 5.3.9 SPRINGERMATERIALS ACCELERATED RESEARCH WITH SEMANTIC SEARCH
    • 5.3.10 MEDEANALYTICS DELIVERED HIGH-PERFORMANCE DATABASES CAPABLE OF HANDLING MULTIPLE APPLICATION SCENARIOS USING REDIS ENTERPRISE
    • 5.3.11 JAGUAR LAND ROVER ACCELERATED SUPPLY CHAIN PLANNING FROM THREE WEEKS TO 45 MINUTES
    • 5.3.12 MACY'S REDUCED CATALOG DATA REFRESH TIME BY SIX-FOLD
    • 5.3.13 METAPHACTS AND ONTOTEXT ENABLED GLOBAL PHARMA COMPANY TO BOOST R&D KNOWLEDGE DISCOVERY
    • 5.3.14 RFS OPTIMIZED ITS GLOBAL PRODUCT AND INVENTORY MANAGEMENT BY USING ECCENCA'S SOLUTION
  • 5.4 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS/BUYERS
    • FIGURE 21 GRAPH DATABASE MARKET: TRENDS/DISRUPTIONS IMPACTING BUYERS/CLIENTS
  • 5.5 GRAPH DATABASE: EVOLUTION
  • 5.6 GRAPH DATABASE: ARCHITECTURE
    • FIGURE 22 ARCHITECTURE OF GRAPH DATABASE
  • 5.7 PATENT ANALYSIS
    • 5.7.1 METHODOLOGY
    • 5.7.2 DOCUMENT TYPE
    • TABLE 6 PATENTS FILED, 2013-2023
    • 5.7.3 INNOVATION AND PATENT APPLICATIONS
    • FIGURE 23 TOTAL NUMBER OF PATENTS GRANTED, 2013-2023
      • 5.7.3.1 Top applicants
    • FIGURE 24 TOP 10 COMPANIES WITH PATENT APPLICATIONS, 2013-2023
    • TABLE 7 US: TOP TEN PATENT OWNERS IN GRAPH DATABASE MARKET, 2013-2023
  • 5.8 VALUE/SUPPLY CHAIN ANALYSIS
    • FIGURE 25 VALUE/SUPPLY CHAIN OF GRAPH DATABASE
  • 5.9 ECOSYSTEM ANALYSIS
    • FIGURE 26 GRAPH DATABASE MARKET: ECOSYSTEM ANALYSIS
    • TABLE 8 ROLE OF KEY PLAYERS IN MARKET ECOSYSTEM
  • 5.10 PRICING MODEL ANALYSIS
    • 5.10.1 AVERAGE SELLING PRICE ANALYSIS, BY OFFERING
    • TABLE 9 PRICING ANALYSIS
  • 5.11 TECHNOLOGY ANALYSIS
    • 5.11.1 IMPACT OF GRAPH DATABASE ON KEY TECHNOLOGIES
      • 5.11.1.1 Cloud computing
      • 5.11.1.2 AI and ML
      • 5.11.1.3 IoT
      • 5.11.1.4 Blockchain
    • 5.11.2 IMPACT OF GRAPH DATABASE ON ADJACENT NICHE TECHNOLOGIES
      • 5.11.2.1 NLP
      • 5.11.2.2 Big data & analytics
      • 5.11.2.3 Graph Neural Networks (GNNs)
  • 5.12 PORTER'S FIVE FORCES ANALYSIS
    • FIGURE 27 GRAPH DATABASE MARKET: PORTER'S FIVE FORCES ANALYSIS
    • TABLE 10 IMPACT OF PORTER'S FIVE FORCES ON GRAPH DATABASE MARKET
    • 5.12.1 THREAT OF NEW ENTRANTS
    • 5.12.2 THREAT OF SUBSTITUTES
    • 5.12.3 BARGAINING POWER OF SUPPLIERS
    • 5.12.4 BARGAINING POWER OF BUYERS
    • 5.12.5 INTENSITY OF COMPETITIVE RIVALRY
  • 5.13 REGULATORY IMPLICATIONS
    • 5.13.1 GENERAL DATA PROTECTION REGULATION
    • 5.13.2 INTERNATIONAL ORGANIZATION FOR STANDARDIZATION 27001
    • 5.13.3 EU DATA GOVERNANCE ACT
    • 5.13.4 HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT OF 1996
    • 5.13.5 BASEL COMMITTEE ON BANKING SUPERVISION 239 COMPLIANCE
    • 5.13.6 SARBANES-OXLEY ACT OF 2002
  • 5.14 TECHNOLOGY ROADMAP OF GRAPH DATABASE MARKET
    • TABLE 11 TECHNOLOGY ROADMAP OF GRAPH DATABASE MARKET, 2023-2030

6 GRAPH DATABASE MARKET, BY OFFERING

  • 6.1 INTRODUCTION
    • 6.1.1 OFFERING: GRAPH DATABASE MARKET DRIVERS
    • FIGURE 28 SERVICES SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
    • TABLE 12 GRAPH DATABASE MARKET, BY OFFERING, 2018-2022 (USD MILLION)
    • TABLE 13 GRAPH DATABASE MARKET, BY OFFERING, 2023-2028 (USD MILLION)
  • 6.2 SOLUTIONS
    • 6.2.1 NEED TO FACILITATE PRECISE AND IN-DEPTH DATA CONNECTIONS TO DRIVE GROWTH
    • TABLE 14 SOLUTIONS: GRAPH DATABASE MARKET, BY REGION, 2018-2022 (USD MILLION)
    • TABLE 15 SOLUTIONS: GRAPH DATABASE MARKET, BY REGION, 2023-2028 (USD MILLION)
    • 6.2.2 BY SOLUTION TYPE
      • 6.2.2.1 Graph Extension
    • TABLE 16 GRAPH EXTENSION: GRAPH DATABASE MARKET, BY REGION, 2018-2022 (USD MILLION)
    • TABLE 17 GRAPH EXTENSION: GRAPH DATABASE MARKET, BY REGION, 2023-2028 (USD MILLION)
      • 6.2.2.2 Graph Processing Engine
    • TABLE 18 GRAPH PROCESSING ENGINE: GRAPH DATABASE MARKET, BY REGION, 2018-2022 (USD MILLION)
    • TABLE 19 GRAPH PROCESSING ENGINE: GRAPH DATABASE MARKET, BY REGION, 2023-2028 (USD MILLION)
      • 6.2.2.3 Native Graph Database
    • TABLE 20 NATIVE GRAPH DATABASE: GRAPH DATABASE MARKET, BY REGION, 2018-2022 (USD MILLION)
    • TABLE 21 NATIVE GRAPH DATABASE: GRAPH DATABASE MARKET, BY REGION, 2023-2028 (USD MILLION)
    • 6.2.3 BY DEPLOYMENT MODE
      • 6.2.3.1 Cloud
    • TABLE 22 CLOUD: GRAPH DATABASE MARKET, BY REGION, 2018-2022 (USD MILLION)
    • TABLE 23 CLOUD: GRAPH DATABASE MARKET, BY REGION, 2023-2028 (USD MILLION)
      • 6.2.3.2 On-premises
    • TABLE 24 ON-PREMISES: GRAPH DATABASE MARKET, BY REGION, 2018-2022 (USD MILLION)
    • TABLE 25 ON-PREMISES: GRAPH DATABASE MARKET, BY REGION, 2023-2028 (USD MILLION)
  • 6.3 SERVICES
    • FIGURE 29 MANAGED SERVICES SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
    • TABLE 26 GRAPH DATABASE MARKET, BY SERVICE, 2018-2022 (USD MILLION)
    • TABLE 27 GRAPH DATABASE MARKET, BY SERVICES, 2023-2028 (USD MILLION)
    • TABLE 28 SERVICES: GRAPH DATABASE MARKET, BY REGION, 2018-2022 (USD MILLION)
    • TABLE 29 SERVICES: GRAPH DATABASE MARKET, BY REGION, 2023-2028 (USD MILLION)
    • 6.3.1 MANAGED SERVICES
      • 6.3.1.1 Need to maintain tool operations and reduce overhead costs to drive market
    • TABLE 30 MANAGED SERVICES: GRAPH DATABASE MARKET, BY REGION, 2018-2022 (USD MILLION)
    • TABLE 31 MANAGED SERVICES: GRAPH DATABASE MARKET, BY REGION, 2023-2028 (USD MILLION)
    • 6.3.2 PROFESSIONAL SERVICES
    • FIGURE 30 SUPPORT & MAINTENANCE SERVICES SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
    • TABLE 32 PROFESSIONAL SERVICES: GRAPH DATABASE MARKET, BY REGION, 2018-2022 (USD MILLION)
    • TABLE 33 PROFESSIONAL SERVICES: GRAPH DATABASE MARKET, BY REGION, 2023-2028 (USD MILLION)
    • TABLE 34 GRAPH DATABASE MARKET, BY PROFESSIONAL SERVICE, 2018-2022 (USD MILLION)
    • TABLE 35 GRAPH DATABASE MARKET, BY PROFESSIONAL SERVICE, 2023-2028 (USD MILLION)
      • 6.3.2.1 Consulting services
        • 6.3.2.1.1 Growing technicalities in implementing tools and services to boost growth
    • TABLE 36 CONSULTING SERVICES: GRAPH DATABASE MARKET, BY REGION, 2018-2022 (USD MILLION)
    • TABLE 37 CONSULTING SERVICES: GRAPH DATABASE MARKET, BY REGION, 2023-2028 (USD MILLION)
      • 6.3.2.2 Deployment & integration services
        • 6.3.2.2.1 Growing need to overcome system-related issues effectively to drive market
    • TABLE 38 DEPLOYMENT & INTEGRATION SERVICES: GRAPH DATABASE MARKET, BY REGION, 2018-2022 (USD MILLION)
    • TABLE 39 DEPLOYMENT & INTEGRATION SERVICES: GRAPH DATABASE MARKET, BY REGION, 2023-2028 (USD MILLION)
      • 6.3.2.3 Support & maintenance services
        • 6.3.2.3.1 Rising deployment of solutions to fuel market
    • TABLE 40 SUPPORT & MAINTENANCE SERVICES: GRAPH DATABASE MARKET, BY REGION, 2018-2022 (USD MILLION)
    • TABLE 41 SUPPORT & MAINTENANCE SERVICES: GRAPH DATABASE MARKET, BY REGION, 2023-2028 (USD MILLION)

7 GRAPH DATABASE MARKET, BY MODEL TYPE

  • 7.1 INTRODUCTION
    • 7.1.1 MODEL TYPE: GRAPH DATABASE MARKET DRIVERS
    • FIGURE 31 HYPERGRAPHS SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
    • TABLE 42 GRAPH DATABASE MARKET, BY MODEL TYPE, 2018-2022 (USD MILLION)
    • TABLE 43 GRAPH DATABASE MARKET, BY MODEL TYPE, 2023-2028 (USD MILLION)
  • 7.2 RESOURCE DESCRIPTION FRAMEWORK
    • 7.2.1 NEED FOR INTELLIGENT DATA MANAGEMENT SOLUTIONS IN RDF TO DRIVE DEMAND FOR GRAPH DATABASE
    • TABLE 44 RESOURCE DESCRIPTION FRAMEWORK: GRAPH DATABASE MARKET, BY REGION, 2018-2022 (USD MILLION)
    • TABLE 45 RESOURCE DESCRIPTION FRAMEWORK: GRAPH DATABASE MARKET, BY REGION, 2023-2028 (USD MILLION)
  • 7.3 LABELED PROPERTY GRAPH
    • 7.3.1 INCREASING URGE TO FIND RELATIONSHIPS AMONG NUMEROUS ENTITIES TO BOOST MARKET
    • TABLE 46 LABELED PROPERTY GRAPH: GRAPH DATABASE MARKET, BY REGION, 2018-2022 (USD MILLION)
    • TABLE 47 LABELED PROPERTY GRAPH: GRAPH DATABASE MARKET, BY REGION, 2023-2028 (USD MILLION)
  • 7.4 HYPERGRAPHS
    • 7.4.1 HYPERGRAPHS TO PROVIDE MORE ACCURATE REFLECTION OF REAL-WORLD RELATIONSHIPS AND ENHANCE DATA MODELING ACCURACY AND QUERY VERSATILITY
    • TABLE 48 HYPERGRAPHS: GRAPH DATABASE MARKET, BY REGION, 2018-2022 (USD MILLION)
    • TABLE 49 HYPERGRAPHS: GRAPH DATABASE MARKET, BY REGION, 2023-2028 (USD MILLION)

8 GRAPH DATABASE MARKET, BY ANALYSIS TYPE

  • 8.1 INTRODUCTION
    • 8.1.1 ANALYSIS TYPE: GRAPH DATABASE MARKET DRIVERS
    • FIGURE 32 COMMUNITY ANALYSIS TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
    • TABLE 50 GRAPH DATABASE MARKET, BY ANALYSIS TYPE, 2018-2022 (USD MILLION)
    • TABLE 51 GRAPH DATABASE MARKET, BY ANALYSIS TYPE, 2023-2028 (USD MILLION)
  • 8.2 COMMUNITY ANALYSIS
    • 8.2.1 REDUCED OPERATIONAL COST AND HIGHER SCALABILITY TO ENABLE GROWTH
    • TABLE 52 COMMUNITY ANALYSIS: GRAPH DATABASE MARKET, BY REGION, 2018-2022 (USD MILLION)
    • TABLE 53 COMMUNITY ANALYSIS: GRAPH DATABASE MARKET, BY REGION, 2023-2028 (USD MILLION)
  • 8.3 CONNECTIVITY ANALYSIS
    • 8.3.1 FOCUS ON PROVIDING TOOLS TO OPTIMIZE INFORMATION FLOW TO DRIVE MARKET
    • TABLE 54 CONNECTIVITY ANALYSIS: GRAPH DATABASE MARKET, BY REGION, 2018-2022 (USD MILLION)
    • TABLE 55 CONNECTIVITY ANALYSIS: GRAPH DATABASE MARKET, BY REGION, 2023-2028 (USD MILLION)
  • 8.4 CENTRALITY ANALYSIS
    • 8.4.1 NEED FOR IDENTIFYING NODES AND UNCOVERING HIDDEN PATTERNS TO DRIVE MARKET EXPANSION
    • TABLE 56 CENTRALITY ANALYSIS: GRAPH DATABASE MARKET, BY REGION, 2018-2022 (USD MILLION)
    • TABLE 57 CENTRALITY ANALYSIS: GRAPH DATABASE MARKET, BY REGION, 2023-2028 (USD MILLION)
  • 8.5 PATH ANALYSIS
    • 8.5.1 FOCUS ON IDENTIFYING FRAUDULENT ACTIVITIES TO FOSTER GROWTH
    • TABLE 58 PATH ANALYSIS: GRAPH DATABASE MARKET, BY REGION, 2018-2022 (USD MILLION)
    • TABLE 59 PATH ANALYSIS: GRAPH DATABASE MARKET, BY REGION, 2023-2028 (USD MILLION)

9 GRAPH DATABASE MARKET, BY VERTICAL

  • 9.1 INTRODUCTION
    • 9.1.1 VERTICAL: GRAPH DATABASE MARKET DRIVERS
    • FIGURE 33 BFSI TO HOLD LARGEST MARKET SIZE DURING FORECAST PERIOD
    • TABLE 60 GRAPH DATABASE MARKET, BY VERTICAL, 2018-2022 (USD MILLION)
    • TABLE 61 GRAPH DATABASE MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
  • 9.2 BANKING, FINANCIAL SERVICES, AND INSURANCE
    • 9.2.1 GROWING ADOPTION OF FINANCIAL STANDARDS AND COMPLIANCE WITH REGULATIONS TO DRIVE MARKET
    • TABLE 62 BANKING, FINANCIAL SERVICES, AND INSURANCE: GRAPH DATABASE MARKET, BY REGION, 2018-2022 (USD MILLION)
    • TABLE 63 BANKING, FINANCIAL SERVICES, AND INSURANCE: GRAPH DATABASE MARKET, BY REGION, 2023-2028 (USD MILLION)
    • 9.2.2 FRAUD DETECTION & PREVENTION
    • 9.2.3 ANTI-MONEY LAUNDERING
    • 9.2.4 CUSTOMER RELATIONSHIP MANAGEMENT
    • 9.2.5 RISK MANAGEMENT
    • 9.2.6 KNOW YOUR CUSTOMER (KYC) PROCESSES
  • 9.3 RETAIL & ECOMMERCE
    • 9.3.1 NEED TO IDENTIFY CUSTOMER BEHAVIOR IN REAL TIME TO DRIVE MARKET
    • TABLE 64 RETAIL & ECOMMERCE: GRAPH DATABASE MARKET, BY REGION, 2018-2022 (USD MILLION)
    • TABLE 65 RETAIL & ECOMMERCE: GRAPH DATABASE MARKET, BY REGION, 2023-2028 (USD MILLION)
    • 9.3.2 PERSONALIZED PRODUCT RECOMMENDATIONS
    • 9.3.3 CUSTOMER SEGMENTATION AND TARGETING
    • 9.3.4 SUPPLY CHAIN OPTIMIZATION
    • 9.3.5 SOCIAL MEDIA INFLUENCE ON BUYING BEHAVIOR
    • 9.3.6 INVENTORY MANAGEMENT & DEMAND FORECASTING
  • 9.4 TELECOM & IT
    • 9.4.1 DEMAND FOR IMPROVED SERVICES TO GROW CUSTOMER BASE TO DRIVE MARKET
    • TABLE 66 TELECOM & IT: GRAPH DATABASE MARKET, BY REGION, 2018-2022 (USD MILLION)
    • TABLE 67 TELECOM & IT: GRAPH DATABASE MARKET, BY REGION, 2023-2028 (USD MILLION)
    • 9.4.2 NETWORK ANALYSIS & OPTIMIZATION
    • 9.4.3 CUSTOMER CHURN PREDICTION
    • 9.4.4 SERVICE INCIDENT MANAGEMENT
    • 9.4.5 NETWORK SECURITY ANALYSIS
    • 9.4.6 IOT DEVICE MANAGEMENT & CONNECTIVITY
  • 9.5 HEALTHCARE, LIFE SCIENCES, AND PHARMACEUTICALS
    • 9.5.1 NEED FOR IMPROVED PATIENT-CENTRIC EXPERIENCE AND TREATMENT IN REAL TIME TO DRIVE MARKET
    • TABLE 68 HEALTHCARE, LIFESCIENCES, AND PHARMACEUTICALS: GRAPH DATABASE MARKET, BY REGION, 2018-2022 (USD MILLION)
    • TABLE 69 HEALTHCARE, LIFESCIENCES, AND PHARMACEUTICALS: GRAPH DATABASE MARKET, BY REGION, 2023-2028 (USD MILLION)
    • 9.5.2 PATIENT JOURNEY & CARE PATHWAY ANALYSIS
    • 9.5.3 DRUG DISCOVERY & DEVELOPMENT
    • 9.5.4 MEDICAL KNOWLEDGE GRAPHS
    • 9.5.5 DISEASE DIAGNOSIS & SURVEILLANCE
    • 9.5.6 PERSONALIZED MEDICINE & TREATMENT PLANS
  • 9.6 GOVERNMENT & PUBLIC SECTOR
    • 9.6.1 RISING NEED FOR ENHANCED DATA SECURITY AND ADVANCED INTELLIGENCE TO DRIVE MARKET
    • TABLE 70 GOVERNMENT & PUBLIC SECTOR: GRAPH DATABASE MARKET, BY REGION, 2018-2022 (USD MILLION)
    • TABLE 71 GOVERNMENT & PUBLIC SECTOR: GRAPH DATABASE MARKET, BY REGION, 2023-2028 (USD MILLION)
    • 9.6.2 SECURITY & LAW ENFORCEMENT
    • 9.6.3 GOVERNMENT SERVICE OPTIMIZATION
    • 9.6.4 CRISIS MANAGEMENT & DISASTER RESPONSE PLANNING
    • 9.6.5 PUBLIC HEALTH MONITORING
    • 9.6.6 LEGISLATIVE & REGULATORY ANALYSIS
  • 9.7 MANUFACTURING & AUTOMOTIVE
    • 9.7.1 GROWING NEED TO EXTEND FACTORY EQUIPMENT LIFESPAN AND REDUCE PRODUCTION RISK DELAYS TO BOOST GROWTH
    • TABLE 72 MANUFACTURING & AUTOMOTIVE: GRAPH DATABASE MARKET, BY REGION, 2018-2022 (USD MILLION)
    • TABLE 73 MANUFACTURING & AUTOMOTIVE: GRAPH DATABASE MARKET, BY REGION, 2023-2028 (USD MILLION)
    • 9.7.2 PRODUCT LIFECYCLE MANAGEMENT
    • 9.7.3 QUALITY CONTROL & DEFECT TRACKING
    • 9.7.4 EQUIPMENT & PREDICTIVE MAINTENANCE
    • 9.7.5 VENDOR & SUPPLIER ANALYSIS
  • 9.8 MEDIA & ENTERTAINMENT
    • 9.8.1 DEMAND FOR MODELING-USER PREFERENCES AND CONTENT INTERACTIONS TO FOSTER MARKET
    • TABLE 74 MEDIA & ENTERTAINMENT: GRAPH DATABASE MARKET, BY REGION, 2018-2022 (USD MILLION)
    • TABLE 75 MEDIA & ENTERTAINMENT: GRAPH DATABASE MARKET, BY REGION, 2023-2028 (USD MILLION)
    • 9.8.2 CONTENT RECOMMENDATION & PERSONALIZATION
    • 9.8.3 AUDIENCE SEGMENTATION & TARGETING
    • 9.8.4 RIGHTS MANAGEMENT & LICENSING
    • 9.8.5 TREND ANALYSIS & POPULARITY PREDICTION
    • 9.8.6 USER ENGAGEMENT ANALYSIS
  • 9.9 ENERGY & UTILITIES
    • 9.9.1 NEED TO FACILITATE INTUITIVE PATHWAYS FOR COMPLEX NETWORKS TO DRIVE MARKET
    • TABLE 76 ENERGY & UTILITIES: GRAPH DATABASE MARKET, BY REGION, 2018-2022 (USD MILLION)
    • TABLE 77 ENERGY & UTILITIES: GRAPH DATABASE MARKET, BY REGION, 2023-2028 (USD MILLION)
    • 9.9.2 SMART GRID MANAGEMENT
    • 9.9.3 DEMAND-SIDE MANAGEMENT
    • 9.9.4 ENVIRONMENTAL MONITORING
    • 9.9.5 RENEWABLE ENERGY INTEGRATION & OPTIMIZATION
  • 9.10 TRAVEL & HOSPITALITY
    • 9.10.1 FOCUS ON FOSTERING TRAVEL PLANS FOR BETTER CUSTOMER EXPERIENCES TO DRIVE MARKET EXPANSION
    • TABLE 78 TRAVEL & HOSPITALITY: GRAPH DATABASE MARKET, BY REGION, 2018-2022 (USD MILLION)
    • TABLE 79 TRAVEL & HOSPITALITY: GRAPH DATABASE MARKET, BY REGION, 2023-2028 (USD MILLION)
    • 9.10.2 CUSTOMER JOURNEY MAPPING
    • 9.10.3 BOOKING & RESERVATION OPTIMIZATION
    • 9.10.4 STAFF & RESOURCE ALLOCATION
    • 9.10.5 TOURISM PLANNING & PROMOTION
  • 9.11 TRANSPORTATION & LOGISTICS
    • 9.11.1 RISING NEED FOR GAINING COMPLETE AND REAL-TIME VISIBILITY TO MINIMIZE RISKS TO DRIVE MARKET
    • TABLE 80 TRANSPORTATION & LOGISTICS: GRAPH DATABASE MARKET, BY REGION, 2018-2022 (USD MILLION)
    • TABLE 81 TRANSPORTATION & LOGISTICS: GRAPH DATABASE MARKET, BY REGION, 2023-2028 (USD MILLION)
    • 9.11.2 ROUTE OPTIMIZATION & FLEET MANAGEMENT
    • 9.11.3 ASSET TRACKING & MANAGEMENT
    • 9.11.4 RISK ASSESSMENT & MITIGATION
    • 9.11.5 SUPPLIER COLLABORATION & PERFORMANCE ANALYSIS
  • 9.12 OTHER VERTICALS
    • TABLE 82 OTHER VERTICALS: GRAPH DATABASE MARKET, BY REGION, 2018-2022 (USD MILLION)
    • TABLE 83 OTHER VERTICALS: GRAPH DATABASE MARKET, BY REGION, 2023-2028 (USD MILLION)

10 GRAPH DATABASE MARKET, BY REGION

  • 10.1 INTRODUCTION
    • FIGURE 34 ASIA PACIFIC TO ACCOUNT FOR HIGHEST CAGR DURING FORECAST PERIOD
    • TABLE 84 GRAPH DATABASE MARKET, BY REGION, 2018-2022 (USD MILLION)
    • TABLE 85 GRAPH DATABASE MARKET, BY REGION, 2023-2028 (USD MILLION)
  • 10.2 NORTH AMERICA
    • FIGURE 35 NORTH AMERICA: MARKET SNAPSHOT
    • 10.2.1 NORTH AMERICA: GRAPH DATABASE MARKET DRIVERS
    • 10.2.2 NORTH AMERICA: RECESSION IMPACT
    • 10.2.3 NORTH AMERICA: MARKET REGULATIONS
      • 10.2.3.1 The Personal Information Protection and Electronic Documents Act (PIPEDA)
      • 10.2.3.2 Gramm-Leach-Bliley (GLB) Act
      • 10.2.3.3 Health Insurance Portability and Accountability (HIPAA) Act of 1996
      • 10.2.3.4 Federal Information Security Management Act
      • 10.2.3.5 Federal Information Processing Standards
      • 10.2.3.6 California Consumer Privacy Act (CSPA)
    • TABLE 86 NORTH AMERICA: GRAPH DATABASE MARKET, BY OFFERING, 2018-2022 (USD MILLION)
    • TABLE 87 NORTH AMERICA: GRAPH DATABASE MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • TABLE 88 NORTH AMERICA: GRAPH DATABASE MARKET, BY SERVICE, 2018-2022 (USD MILLION)
    • TABLE 89 NORTH AMERICA: GRAPH DATABASE MARKET, BY SERVICE, 2023-2028 (USD MILLION)
    • TABLE 90 NORTH AMERICA: GRAPH DATABASE MARKET, BY PROFESSIONAL SERVICE, 2018-2022 (USD MILLION)
    • TABLE 91 NORTH AMERICA: GRAPH DATABASE MARKET, BY PROFESSIONAL SERVICE, 2023-2028 (USD MILLION)
    • TABLE 92 NORTH AMERICA: GRAPH DATABASE MARKET, BY SOLUTION TYPE, 2018-2022 (USD MILLION)
    • TABLE 93 NORTH AMERICA: GRAPH DATABASE MARKET, BY SOLUTION TYPE, 2023-2028 (USD MILLION)
    • TABLE 94 NORTH AMERICA: GRAPH DATABASE MARKET, BY SOLUTION DEPLOYMENT MODE, 2018-2022 (USD MILLION)
    • TABLE 95 NORTH AMERICA: GRAPH DATABASE MARKET, BY SOLUTION DEPLOYMENT MODE, 2023-2028 (USD MILLION)
    • TABLE 96 NORTH AMERICA: GRAPH DATABASE MARKET, BY ANALYSIS TYPE, 2018-2022 (USD MILLION)
    • TABLE 97 NORTH AMERICA: GRAPH DATABASE MARKET, BY ANALYSIS TYPE, 2023-2028 (USD MILLION)
    • TABLE 98 NORTH AMERICA: GRAPH DATABASE MARKET, BY MODEL TYPE, 2018-2022 (USD MILLION)
    • TABLE 99 NORTH AMERICA: GRAPH DATABASE MARKET, BY MODEL TYPE, 2023-2028 (USD MILLION)
    • TABLE 100 NORTH AMERICA: GRAPH DATABASE MARKET, BY VERTICAL, 2018-2022 (USD MILLION)
    • TABLE 101 NORTH AMERICA: GRAPH DATABASE MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
    • TABLE 102 NORTH AMERICA: GRAPH DATABASE MARKET, BY COUNTRY, 2018-2022 (USD MILLION)
    • TABLE 103 NORTH AMERICA: GRAPH DATABASE MARKET, BY COUNTRY, 2023-2028 (USD MILLION)
    • 10.2.4 US
      • 10.2.4.1 Rapid adoption of innovative solutions, government initiatives, and social media platforms to drive market
    • 10.2.5 CANADA
      • 10.2.5.1 Need for increased investment and real-time decision-making to drive market
  • 10.3 EUROPE
    • 10.3.1 EUROPE: GRAPH DATABASE MARKET DRIVERS
    • 10.3.2 EUROPE: RECESSION IMPACT
    • 10.3.3 EUROPE: MARKET REGULATIONS
      • 10.3.3.1 General Data Protection Regulation (GDPR)
      • 10.3.3.2 European Committee for Standardization (CEN)
    • TABLE 104 EUROPE: GRAPH DATABASE MARKET, BY OFFERING, 2018-2022 (USD MILLION)
    • TABLE 105 EUROPE: GRAPH DATABASE MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • TABLE 106 EUROPE: GRAPH DATABASE MARKET, BY SERVICE, 2018-2022 (USD MILLION)
    • TABLE 107 EUROPE: GRAPH DATABASE MARKET, BY SERVICE, 2023-2028 (USD MILLION)
    • TABLE 108 EUROPE: GRAPH DATABASE MARKET, BY PROFESSIONAL SERVICE, 2018-2022 (USD MILLION)
    • TABLE 109 EUROPE: GRAPH DATABASE MARKET, BY PROFESSIONAL SERVICE, 2023-2028 (USD MILLION)
    • TABLE 110 EUROPE: GRAPH DATABASE MARKET, BY SOLUTION TYPE, 2018-2022 (USD MILLION)
    • TABLE 111 EUROPE: GRAPH DATABASE MARKET, BY SOLUTION TYPE, 2023-2028 (USD MILLION)
    • TABLE 112 EUROPE: GRAPH DATABASE MARKET, BY DEPLOYMENT MODE, 2018-2022 (USD MILLION)
    • TABLE 113 EUROPE: GRAPH DATABASE MARKET, BY DEPLOYMENT MODE, 2023-2028 (USD MILLION)
    • TABLE 114 EUROPE: GRAPH DATABASE MARKET, BY ANALYSIS TYPE, 2018-2022 (USD MILLION)
    • TABLE 115 EUROPE: GRAPH DATABASE MARKET, BY ANALYSIS TYPE, 2023-2028 (USD MILLION)
    • TABLE 116 EUROPE: GRAPH DATABASE MARKET, BY MODEL TYPE, 2018-2022 (USD MILLION)
    • TABLE 117 EUROPE: GRAPH DATABASE MARKET, BY MODEL TYPE, 2023-2028 (USD MILLION)
    • TABLE 118 EUROPE: GRAPH DATABASE MARKET, BY VERTICAL, 2018-2022 (USD MILLION)
    • TABLE 119 EUROPE: GRAPH DATABASE MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
    • TABLE 120 EUROPE: GRAPH DATABASE MARKET, BY COUNTRY, 2018-2022 (USD MILLION)
    • TABLE 121 EUROPE: GRAPH DATABASE MARKET, BY COUNTRY, 2023-2028 (USD MILLION)
    • 10.3.4 UK
      • 10.3.4.1 Rising adoption of graph database solutions by enterprises and government to boost market
    • 10.3.5 GERMANY
      • 10.3.5.1 Adopting initiatives for technological developments in Germany to propel market
    • 10.3.6 FRANCE
      • 10.3.6.1 Rising demand for R&D investments and retail & manufacturing to boost market
    • 10.3.7 ITALY
      • 10.3.7.1 Need for increased collaboration between startups and established tech companies to drive market
    • 10.3.8 SPAIN
      • 10.3.8.1 Rising adoption of data-driven decision-making techniques to drive market
    • 10.3.9 REST OF EUROPE
  • 10.4 ASIA PACIFIC
    • FIGURE 36 ASIA PACIFIC: MARKET SNAPSHOT
    • 10.4.1 ASIA PACIFIC: GRAPH DATABASE MARKET DRIVERS
    • 10.4.2 ASIA PACIFIC: RECESSION IMPACT
    • 10.4.3 ASIA PACIFIC: MARKET REGULATIONS
      • 10.4.3.1 Personal Data Protection Act (PDPA)
      • 10.4.3.2 International Organization for Standardization (ISO) 27001
    • TABLE 122 ASIA PACIFIC: GRAPH DATABASE MARKET, BY OFFERING, 2018-2022 (USD MILLION)
    • TABLE 123 ASIA PACIFIC: GRAPH DATABASE MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • TABLE 124 ASIA PACIFIC: GRAPH DATABASE MARKET, BY SERVICE, 2018-2022 (USD MILLION)
    • TABLE 125 ASIA PACIFIC: GRAPH DATABASE MARKET, BY SERVICE, 2023-2028 (USD MILLION)
    • TABLE 126 ASIA PACIFIC: GRAPH DATABASE MARKET, BY PROFESSIONAL SERVICE, 2018-2022 (USD MILLION)
    • TABLE 127 ASIA PACIFIC: GRAPH DATABASE MARKET, BY PROFESSIONAL SERVICE, 2023-2028 (USD MILLION)
    • TABLE 128 ASIA PACIFIC: GRAPH DATABASE MARKET, BY SOLUTION TYPE, 2018-2022 (USD MILLION)
    • TABLE 129 ASIA PACIFIC: GRAPH DATABASE MARKET, BY SOLUTION TYPE, 2023-2028 (USD MILLION)
    • TABLE 130 ASIA PACIFIC: GRAPH DATABASE MARKET, BY DEPLOYMENT MODE, 2018-2022 (USD MILLION)
    • TABLE 131 ASIA PACIFIC: GRAPH DATABASE MARKET, BY DEPLOYMENT MODE, 2023-2028 (USD MILLION)
    • TABLE 132 ASIA PACIFIC: GRAPH DATABASE MARKET, BY ANALYSIS TYPE, 2018-2022 (USD MILLION)
    • TABLE 133 ASIA PACIFIC: GRAPH DATABASE MARKET, BY ANALYSIS TYPE, 2023-2028 (USD MILLION)
    • TABLE 134 ASIA PACIFIC: GRAPH DATABASE MARKET, BY MODEL TYPE, 2018-2022 (USD MILLION)
    • TABLE 135 ASIA PACIFIC: GRAPH DATABASE MARKET, BY MODEL TYPE, 2023-2028 (USD MILLION)
    • TABLE 136 ASIA PACIFIC: GRAPH DATABASE MARKET, BY VERTICAL, 2018-2022 (USD MILLION)
    • TABLE 137 ASIA PACIFIC: GRAPH DATABASE MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
    • TABLE 138 ASIA PACIFIC: GRAPH DATABASE MARKET, BY COUNTRY, 2018-2022 (USD MILLION)
    • TABLE 139 ASIA PACIFIC: GRAPH DATABASE MARKET, BY COUNTRY, 2023-2028 (USD MILLION)
    • 10.4.4 CHINA
      • 10.4.4.1 Increasing focus on integrating AI and deep learning technologies to drive market expansion
    • 10.4.5 JAPAN
      • 10.4.5.1 Rising adoption of technology to boost market
    • 10.4.6 INDIA
      • 10.4.6.1 Need for booming eCommerce and banking to drive market
    • 10.4.7 SOUTH KOREA
      • 10.4.7.1 Adoption of advanced technologies to drive market
    • 10.4.8 AUSTRALIA & NEW ZEALAND
      • 10.4.8.1 Growing infrastructure developments in ANZ to boost market
    • 10.4.9 REST OF ASIA PACIFIC
  • 10.5 MIDDLE EAST & AFRICA
    • 10.5.1 MIDDLE EAST & AFRICA: GRAPH DATABASE MARKET DRIVERS
    • 10.5.2 MIDDLE EAST & AFRICA: RECESSION IMPACT
    • 10.5.3 MIDDLE EAST & AFRICA: MARKET REGULATIONS
      • 10.5.3.1 Israeli Privacy Protection Regulations (Data Security), 5777-2017
      • 10.5.3.2 GDPR Applicability in KSA
      • 10.5.3.3 Protection of Personal Information Act (POPIA)
    • TABLE 140 MIDDLE EAST & AFRICA: GRAPH DATABASE MARKET, BY OFFERING, 2018-2022 (USD MILLION)
    • TABLE 141 MIDDLE EAST & AFRICA: GRAPH DATABASE MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • TABLE 142 MIDDLE EAST & AFRICA: GRAPH DATABASE MARKET, BY SERVICE, 2018-2022 (USD MILLION)
    • TABLE 143 MIDDLE EAST & AFRICA: GRAPH DATABASE MARKET, BY SERVICE, 2023-2028 (USD MILLION)
    • TABLE 144 MIDDLE EAST & AFRICA: GRAPH DATABASE MARKET, BY PROFESSIONAL SERVICE, 2018-2022 (USD MILLION)
    • TABLE 145 MIDDLE EAST & AFRICA: GRAPH DATABASE MARKET, BY PROFESSIONAL SERVICE, 2023-2028 (USD MILLION)
    • TABLE 146 MIDDLE EAST & AFRICA: GRAPH DATABASE MARKET, BY SOLUTION TYPE, 2018-2022 (USD MILLION)
    • TABLE 147 MIDDLE EAST & AFRICA: GRAPH DATABASE MARKET, BY SOLUTION TYPE, 2023-2028 (USD MILLION)
    • TABLE 148 MIDDLE EAST & AFRICA: GRAPH DATABASE MARKET, BY DEPLOYMENT MODE, 2018-2022 (USD MILLION)
    • TABLE 149 MIDDLE EAST & AFRICA: GRAPH DATABASE MARKET, BY DEPLOYMENT MODE, 2023-2028 (USD MILLION)
    • TABLE 150 MIDDLE EAST & AFRICA: GRAPH DATABASE MARKET, BY ANALYSIS TYPE, 2018-2022 (USD MILLION)
    • TABLE 151 MIDDLE EAST & AFRICA: GRAPH DATABASE MARKET, BY ANALYSIS TYPE, 2023-2028 (USD MILLION)
    • TABLE 152 MIDDLE EAST & AFRICA: GRAPH DATABASE MARKET, BY MODEL TYPE, 2018-2022 (USD MILLION)
    • TABLE 153 MIDDLE EAST & AFRICA: GRAPH DATABASE MARKET, BY MODEL TYPE, 2023-2028 (USD MILLION)
    • TABLE 154 MIDDLE EAST & AFRICA: GRAPH DATABASE MARKET, BY VERTICAL, 2018-2022 (USD MILLION)
    • TABLE 155 MIDDLE EAST & AFRICA: GRAPH DATABASE MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
    • TABLE 156 MIDDLE EAST & AFRICA: GRAPH DATABASE MARKET, BY COUNTRY, 2018-2022 (USD MILLION)
    • TABLE 157 MIDDLE EAST & AFRICA: GRAPH DATABASE MARKET, BY COUNTRY, 2023-2028 (USD MILLION)
    • 10.5.4 UAE
      • 10.5.4.1 Need for analyzing AI-driven and fraud detection relationships to drive market
    • 10.5.5 SAUDI ARABIA
      • 10.5.5.1 Rise of big data and need for real-time analytics to contribute to market growth
    • 10.5.6 ISRAEL
      • 10.5.6.1 Rapid growth of interconnected data in social media, eCommerce, and IoT to boost growth
    • 10.5.7 SOUTH AFRICA
      • 10.5.7.1 Rapid adoption of graph databases as transformative tools to drive market expansion
    • 10.5.8 REST OF MIDDLE EAST & AFRICA
  • 10.6 LATIN AMERICA
    • 10.6.1 LATIN AMERICA: GRAPH DATABASE MARKET DRIVERS
    • 10.6.2 LATIN AMERICA: RECESSION IMPACT
    • 10.6.3 LATIN AMERICA: MARKET REGULATIONS
      • 10.6.3.1 Brazil Data Protection Law
      • 10.6.3.2 Argentina Personal Data Protection Law No. 25.326
    • TABLE 158 LATIN AMERICA: GRAPH DATABASE MARKET, BY OFFERING, 2018-2022 (USD MILLION)
    • TABLE 159 LATIN AMERICA: GRAPH DATABASE MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • TABLE 160 LATIN AMERICA: GRAPH DATABASE MARKET, BY SERVICE, 2018-2022 (USD MILLION)
    • TABLE 161 LATIN AMERICA: GRAPH DATABASE MARKET, BY SERVICE, 2023-2028 (USD MILLION)
    • TABLE 162 LATIN AMERICA: GRAPH DATABASE MARKET, BY PROFESSIONAL SERVICE, 2018-2022 (USD MILLION)
    • TABLE 163 LATIN AMERICA: GRAPH DATABASE MARKET, BY PROFESSIONAL SERVICE, 2023-2028 (USD MILLION)
    • TABLE 164 LATIN AMERICA: GRAPH DATABASE MARKET, BY SOLUTION TYPE, 2018-2022 (USD MILLION)
    • TABLE 165 LATIN AMERICA: GRAPH DATABASE MARKET, BY SOLUTION TYPE, 2023-2028 (USD MILLION)
    • TABLE 166 LATIN AMERICA: GRAPH DATABASE MARKET, BY DEPLOYMENT MODE, 2018-2022 (USD MILLION)
    • TABLE 167 LATIN AMERICA: GRAPH DATABASE MARKET, BY DEPLOYMENT MODE, 2023-2028 (USD MILLION)
    • TABLE 168 LATIN AMERICA: GRAPH DATABASE MARKET, BY ANALYSIS TYPE, 2018-2022 (USD MILLION)
    • TABLE 169 LATIN AMERICA: GRAPH DATABASE MARKET, BY ANALYSIS TYPE, 2023-2028 (USD MILLION)
    • TABLE 170 LATIN AMERICA: GRAPH DATABASE MARKET, BY MODEL TYPE, 2018-2022 (USD MILLION)
    • TABLE 171 LATIN AMERICA: GRAPH DATABASE MARKET, BY MODEL TYPE, 2023-2028 (USD MILLION)
    • TABLE 172 LATIN AMERICA: GRAPH DATABASE MARKET, BY VERTICAL, 2018-2022 (USD MILLION)
    • TABLE 173 LATIN AMERICA: GRAPH DATABASE MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
    • TABLE 174 LATIN AMERICA: GRAPH DATABASE MARKET, BY COUNTRY, 2018-2022 (USD MILLION)
    • TABLE 175 LATIN AMERICA: GRAPH DATABASE MARKET, BY COUNTRY, 2023-2028 (USD MILLION)
    • 10.6.4 BRAZIL
      • 10.6.4.1 Rising investments in technology by multinational companies to boost adoption of graph database
    • 10.6.5 MEXICO
      • 10.6.5.1 Adoption of government initiatives and increase in software & services to trigger market growth
    • 10.6.6 ARGENTINA
      • 10.6.6.1 Surge in empowering businesses for enhancing user engagement to drive market expansion
    • 10.6.7 REST OF LATIN AMERICA

11 COMPETITIVE LANDSCAPE

  • 11.1 OVERVIEW
  • 11.2 STRATEGIES ADOPTED BY KEY PLAYERS
    • TABLE 176 OVERVIEW OF STRATEGIES DEPLOYED BY KEY PLAYERS IN GRAPH DATABASE MARKET
  • 11.3 HISTORICAL REVENUE ANALYSIS OF KEY PLAYERS
    • FIGURE 37 HISTORICAL REVENUE ANALYSIS OF TOP PLAYERS, 2020-2022 (USD MILLION)
  • 11.4 MARKET SHARE ANALYSIS
    • FIGURE 38 GRAPH DATABASE MARKET: MARKET SHARE ANALYSIS
    • TABLE 177 GRAPH DATABASE MARKET: DEGREE OF COMPETITION
  • 11.5 GRAPH DATABASE BRAND/PRODUCT COMPARATIVE LANDSCAPE
    • TABLE 178 TRENDING GRAPH DATABASE PRODUCT/BRAND COMPARISON
  • 11.6 COMPANY EVALUATION MATRIX FOR KEY PLAYERS
    • 11.6.1 STARS
    • 11.6.2 EMERGING LEADERS
    • 11.6.3 PERVASIVE PLAYERS
    • 11.6.4 PARTICIPANTS
    • FIGURE 39 COMPANY EVALUATION MATRIX FOR KEY PLAYERS, 2022
  • 11.7 COMPETITIVE BENCHMARKING
    • TABLE 179 GRAPH DATABASE MARKET: COMPETITIVE BENCHMARKING OF KEY PLAYERS
    • TABLE 180 GRAPH DATABASE MARKET: DETAILED LIST OF STARTUPS/SMES
    • TABLE 181 GRAPH DATABASE MARKET: COMPETITIVE BENCHMARKING OF STARTUPS/SMES
  • 11.8 COMPANY EVALUATION MATRIX FOR STARTUPS/SMES
    • 11.8.1 PROGRESSIVE COMPANIES
    • 11.8.2 RESPONSIVE COMPANIES
    • 11.8.3 DYNAMIC COMPANIES
    • 11.8.4 STARTING BLOCKS
    • FIGURE 40 COMPANY EVALUATION MATRIX FOR STARTUPS/SMES, 2022
  • 11.9 COMPETITIVE SCENARIO
    • 11.9.1 PRODUCT LAUNCHES
    • TABLE 182 PRODUCT LAUNCHES, MAY 2019-MAY 2023
    • 11.9.2 DEALS
    • TABLE 183 DEALS, JANUARY 2021- MAY 2023

12 COMPANY PROFILES

  • 12.1 INTRODUCTION
  • (Business overview, Products offered, Recent developments & MnM View)**
  • 12.2 KEY PLAYERS
    • 12.2.1 IBM
    • TABLE 184 IBM: BUSINESS OVERVIEW
    • FIGURE 41 IBM: COMPANY SNAPSHOT
    • TABLE 185 IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 186 IBM: PRODUCT LAUNCHES/ENHANCEMENTS
    • TABLE 187 IBM: DEALS
    • 12.2.2 ORACLE
    • TABLE 188 ORACLE: BUSINESS OVERVIEW
    • FIGURE 42 ORACLE: COMPANY SNAPSHOT
    • TABLE 189 ORACLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 190 ORACLE: PRODUCT LAUNCHES/ENHANCEMENTS
    • TABLE 191 ORACLE: DEALS
    • 12.2.3 MICROSOFT
    • TABLE 192 MICROSOFT: BUSINESS OVERVIEW
    • FIGURE 43 MICROSOFT: COMPANY SNAPSHOT
    • TABLE 193 MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 194 MICROSOFT: PRODUCT LAUNCHES/ENHANCEMENTS
    • TABLE 195 MICROSOFT: DEALS
    • 12.2.4 AWS
    • TABLE 196 AWS: BUSINESS OVERVIEW
    • FIGURE 44 AWS: COMPANY SNAPSHOT
    • TABLE 197 AWS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 198 AWS: PRODUCT LAUNCHES/ ENHANCEMENTS
    • TABLE 199 AWS: DEALS
    • 12.2.5 SAP
    • TABLE 200 SAP: BUSINESS OVERVIEW
    • FIGURE 45 SAP: COMPANY SNAPSHOT
    • TABLE 201 SAP: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 202 SAP: PRODUCT LAUNCHES/ENHANCEMENTS
    • TABLE 203 SAP: DEALS
    • 12.2.6 NEO4J
    • TABLE 204 NEO4J: BUSINESS OVERVIEW
    • TABLE 205 NEO4J: SOLUTIONS OFFERED
    • TABLE 206 NEO4J: PRODUCT LAUNCHES/ENHANCEMENTS
    • TABLE 207 NEO4J: DEALS
    • 12.2.7 TIGERGRAPH
    • TABLE 208 TIGERGRAPH: BUSINESS OVERVIEW
    • TABLE 209 TIGERGRAPH: SOLUTIONS OFFERED
    • TABLE 210 TIGERGRAPH: PRODUCT LAUNCHES/ENHANCEMENTS
    • TABLE 211 TIGERGRAPH: DEALS
    • TABLE 212 TIGERGRAPH: OTHERS
    • 12.2.8 STARDOG
    • TABLE 213 STARDOG: BUSINESS OVERVIEW
    • TABLE 214 STARDOG: SOLUTIONS OFFERED
    • TABLE 215 STARDOG: PRODUCT LAUNCHES/ENHANCEMENTS
    • TABLE 216 STARDOG: DEALS
    • 12.2.9 DATASTAX
    • TABLE 217 DATASTAX: BUSINESS OVERVIEW
    • TABLE 218 DATASTAX: SOLUTIONS OFFERED
    • TABLE 219 DATASTAX: PRODUCT LAUNCHES/ENHANCEMENTS
    • TABLE 220 DATASTAX: DEALS
    • 12.2.10 HPE
    • TABLE 221 HPE: BUSINESS OVERVIEW
    • FIGURE 46 HPE: COMPANY SNAPSHOT
    • TABLE 222 HPE: SOLUTIONS OFFERED
    • TABLE 223 HPE: PRODUCT LAUNCHES/ENHANCEMENTS
    • TABLE 224 HPE: DEALS
    • 12.2.11 FRANZ INC
    • TABLE 225 FRANZ INC: BUSINESS OVERVIEW
    • TABLE 226 FRANZ INC: SOLUTIONS OFFERED
    • TABLE 227 FRANZ INC: PRODUCT LAUNCHES/ENHANCEMENTS
    • TABLE 228 FRANZ INC: DEALS
    • 12.2.12 ONTOTEXT
    • TABLE 229 ONTOTEXT: BUSINESS OVERVIEW
    • TABLE 230 ONTOTEXT: SOLUTIONS OFFERED
    • TABLE 231 ONTOTEXT: PRODUCT LAUNCHES/ENHANCEMENTS
    • TABLE 232 ONTOTEXT: DEALS
    • 12.2.13 OPENLINK SOFTWARE
    • TABLE 233 OPENLINK SOFTWARE: BUSINESS OVERVIEW
    • TABLE 234 OPENLINK SOFTWARE: SOLUTIONS OFFERED
    • TABLE 235 OPENLINK SOFTWARE: PRODUCT LAUNCHES/ENHANCEMENTS
    • 12.2.14 DGRAPH LABS
    • TABLE 236 DGRAPH LABS: BUSINESS OVERVIEW
    • TABLE 237 DGRAPH LABS: SOLUTIONS OFFERED
    • TABLE 238 DGRAPH LABS: PRODUCT LAUNCHES/ENHANCEMENTS
    • TABLE 239 DGRAPH LABS: DEALS
    • 12.2.15 TIBCO
    • TABLE 240 TIBCO: BUSINESS OVERVIEW
    • TABLE 241 TIBCO: SOLUTIONS OFFERED
    • TABLE 242 TIBCO: PRODUCT LAUNCHES/ENHANCEMENTS
    • TABLE 243 TIBCO: DEALS
    • 12.2.16 TERADATA
    • TABLE 244 TERADATA: BUSINESS OVERVIEW
    • FIGURE 47 TERADATA: COMPANY SNAPSHOT
    • TABLE 245 TERADATA: SOLUTIONS OFFERED
    • 12.2.17 REDIS LABS
    • TABLE 246 REDIS LABS: BUSINESS OVERVIEW
    • TABLE 247 REDIS LABS: SOLUTIONS OFFERED
    • TABLE 248 REDIS LABS: PRODUCT LAUNCHES/ENHANCEMENTS
    • TABLE 249 REDIS LABS: DEALS
  • *Details on Business overview, Products offered, Recent developments & MnM View might not be captured in case of unlisted companies.
  • 12.3 OTHER KEY PLAYERS
    • 12.3.1 OBJECTIVITY
    • 12.3.2 GRAPHBASE
    • 12.3.3 CAMBRIDGE SEMANTICS
    • 12.3.4 BLAZEGRAPH
    • 12.3.5 ECCENCA GMBH
    • 12.3.6 BITNINE
    • 12.3.7 ARANGODB
    • 12.3.8 FLUREE
    • 12.3.9 MEMGRAPH
    • 12.3.10 GRAPH STORY

13 ADJACENT AND RELATED MARKETS

  • 13.1 INTRODUCTION
  • 13.2 CLOUD DATABASE AND DBAAS MARKET - GLOBAL FORECAST TO 2028
    • 13.2.1 MARKET DEFINITION
    • 13.2.2 MARKET OVERVIEW
      • 13.2.2.1 Cloud database and DbaaS market, by component
    • TABLE 250 CLOUD DATABASE AND DBAAS MARKET, BY COMPONENT, 2018-2022 (USD MILLION)
    • TABLE 251 CLOUD DATABASE AND DBAAS MARKET, BY COMPONENT, 2023-2028 (USD MILLION)
    • TABLE 252 CLOUD DATABASE AND DBAAS MARKET, BY SERVICE, 2018-2022 (USD MILLION)
    • TABLE 253 CLOUD DATABASE AND DBAAS MARKET, BY SERVICE, 2023-2028 (USD MILLION)
      • 13.2.2.2 Cloud database and DbaaS market, by deployment model
    • TABLE 254 CLOUD DATABASE AND DBAAS MARKET, BY DEPLOYMENT MODEL, 2018-2022 (USD MILLION)
    • TABLE 255 CLOUD DATABASE AND DBAAS MARKET, BY DEPLOYMENT MODEL, 2023-2028 (USD MILLION)
      • 13.2.2.3 Cloud database and DbaaS market, by organization size
    • TABLE 256 CLOUD DATABASE AND DBAAS MARKET, BY ORGANIZATION SIZE, 2018-2022 (USD MILLION)
    • TABLE 257 CLOUD DATABASE AND DBAAS MARKET, BY ORGANIZATION SIZE, 2023-2028 (USD MILLION)
      • 13.2.2.4 Cloud database and DbaaS market, by vertical
    • TABLE 258 CLOUD DATABASE AND DBAAS MARKET, BY VERTICAL, 2018-2022 (USD MILLION)
    • TABLE 259 CLOUD DATABASE AND DBAAS MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
      • 13.2.2.5 Cloud database and DbaaS market, by region
    • TABLE 260 CLOUD DATABASE AND DBAAS MARKET, BY REGION, 2018-2022 (USD MILLION)
    • TABLE 261 CLOUD DATABASE AND DBAAS MARKET, BY REGION, 2023-2028 (USD MILLION)
  • 13.3 GRAPH ANALYTICS MARKET - GLOBAL FORECAST TO 2024
    • 13.3.1 MARKET DEFINITION
    • 13.3.2 MARKET OVERVIEW
      • 13.3.2.1 Graph analytics market, by component
    • TABLE 262 GRAPH ANALYTICS MARKET, BY COMPONENT, 2017-2024 (USD MILLION)
    • TABLE 263 SERVICES: GRAPH ANALYTICS MARKET, BY TYPE, 2017-2024 (USD MILLION)
      • 13.3.2.2 Graph analytics market, by deployment mode
    • TABLE 264 GRAPH ANALYTICS MARKET, BY DEPLOYMENT MODE, 2017-2024 (USD MILLION)
      • 13.3.2.3 Cloud database and DbaaS market, by vertical
    • TABLE 265 GRAPH ANALYTICS MARKET, BY VERTICAL, 2017-2024 (USD MILLION)
      • 13.3.2.4 Cloud database and DbaaS market, by region
    • TABLE 266 GRAPH ANALYTICS MARKET, BY REGION, 2017-2024 (USD MILLION)

14 APPENDIX

  • 14.1 DISCUSSION GUIDE
  • 14.2 KNOWLEDGESTORE: MARKETSANDMARKETS' SUBSCRIPTION PORTAL
  • 14.3 CUSTOMIZATION OPTIONS
  • 14.4 RELATED REPORTS
  • 14.5 AUTHOR DETAILS