グラフデータベース市場：タイプ別、コンポーネント別、アプリケーション別、デプロイメント別、産業別-2025-2030年の世界予測

グラフデータベース市場の2023年の市場規模は35億1,000万米ドルで、2024年には40億6,000万米ドルに達すると予測され、CAGR 15.57％で成長し、2030年には96億9,000万米ドルに達すると予測されています。

グラフ・データベースは、複雑なリレーショナル・データを効率的にモデル化して管理する能力によって大きな支持を得ており、ソーシャル・ネットワークから金融サービスにおける不正検出まで、さまざまなアプリケーションに不可欠です。グラフ・データベースの必要性は、リアルタイムのビッグデータ分析やIoTシステムなど、従来のデータベースが苦手とする複雑な接続や大規模なデータセットを扱うことに長けていることに起因します。グラフ・データベースは、予測分析のためのヘルスケア、レコメンデーション・エンジンを強化するための小売、ネットワーク運用を改善するための通信などの分野で幅広く応用されています。最終用途は、IT、BFSI、ヘルスケア、運輸など数多くの業界に及び、データ主導の意思決定を強化しています。

市場の洞察によると、グラフデータベース市場の成長は、主に相互接続されたデータ量の急増と高度なデータ分析機能に対するニーズの高まりによってもたらされます。グラフデータベースはリアルタイムの処理と洞察の生成をサポートするため、AIと機械学習の台頭がグラフデータベースの採用をさらに後押ししています。とはいえ、高い導入コスト、専門的なスキルセットの必要性、データのセキュリティやプライバシーに関する懸念といった課題が、市場の成長を妨げる可能性があります。潜在的なビジネスチャンスを活用するために、企業は、プライバシーに関する懸念に対処するためのセキュリティ機能の強化とともに、グラフデータベースの使いやすさと統合機能の強化に注力すべきです。

ビジネスの成長を促進するイノベーション分野には、自動化されたグラフアルゴリズム、強化されたクエリ言語、簡素化された導入モデルの開発が含まれます。企業は、スケーラブルなアーキテクチャやハイブリッドクラウドソリューションの研究に投資することで、その魅力を広げることができます。このような機会があるにもかかわらず、業界内の標準化が進んでいないことは、異なるシステムやベンダー間の相互運用性を複雑にする可能性があり、課題となっています。企業が成功するためには、技術革新者とのコラボレーションを優先し、業界の多様なニーズに対応する包括的なソリューションを開発する必要があります。このような力学を戦略的に利用することで、企業はグラフ・データベースの変革の可能性を活用し、データ中心化が進む市場環境の中で有利なポジショニングをとることができます。

市場力学：急速に進化するグラフデータベース市場の主要市場インサイトを公開

グラフデータベース市場は、需要と供給のダイナミックな相互作用によって変貌を遂げています。このような市場力学の進化を理解することで、企業は十分な情報に基づいた投資決定、戦略的決定の精緻化、そして新たなビジネスチャンスの獲得に備えることができます。これらの動向を包括的に把握することで、企業は政治的、地理的、技術的、社会的、経済的な領域にわたる様々なリスクを軽減することができ、また、消費者行動とそれが製造コストや購買動向に与える影響をより明確に理解することができます。

• 市場促進要因
  • ヘルスケア組織・機関からの需要の増加
  • AIベースのグラフデータベースツールやサービスなどのテクノロジーの統合による急速な普及
  • マーケティングパフォーマンスを最適化するための高度に相互接続されたデータの浸透
• 市場抑制要因
  • グラフデータベースの潜在的な利点に関する理解不足
• 市場機会
  • グラフデータベース技術の継続的な進歩
  • ビッグデータ分析のための仮想化の急速な利用
• 市場の課題
  • データベース運用に関する技術的専門知識の不足

ポーターの5つの力：グラフデータベース市場をナビゲートする戦略ツール

ポーターの5つの力」フレームワークは、市場情勢の競合情勢を把握するための重要なツールです。ポーターのファイブフォース・フレームワークは、企業の競争力を評価し、戦略的機会を探るための明確な手法を提供します。このフレームワークは、企業が市場内の勢力図を評価し、新規事業の収益性を判断するのに役立ちます。これらの洞察により、企業は自社の強みを活かし、弱みに対処し、潜在的な課題を回避することができ、より強靭な市場でのポジショニングを確保することができます。

PESTLE分析：グラフデータベース市場における外部からの影響の把握

外部マクロ環境要因は、グラフデータベース市場の業績ダイナミクスを形成する上で極めて重要な役割を果たします。政治的、経済的、社会的、技術的、法的、環境的要因の分析は、これらの影響をナビゲートするために必要な情報を提供します。PESTLE要因を調査することで、企業は潜在的なリスクと機会をよりよく理解することができます。この分析により、企業は規制、消費者の嗜好、経済動向の変化を予測し、先を見越した積極的な意思決定を行う準備ができます。

市場シェア分析グラフデータベース市場における競合情勢の把握

グラフデータベース市場の詳細な市場シェア分析により、ベンダーの業績を包括的に評価することができます。企業は、収益、顧客ベース、成長率などの主要指標を比較することで、競争上のポジショニングを明らかにすることができます。この分析により、市場の集中、断片化、統合の動向が明らかになり、ベンダーは競争が激化する中で自社の地位を高める戦略的意思決定を行うために必要な知見を得ることができます。

FPNVポジショニング・マトリックスグラフデータベース市場におけるベンダーのパフォーマンス評価

FPNVポジショニングマトリックスは、グラフデータベース市場においてベンダーを評価するための重要なツールです。このマトリックスにより、ビジネス組織はベンダーのビジネス戦略と製品満足度に基づき評価することで、目標に沿った十分な情報に基づいた意思決定を行うことができます。4つの象限によってベンダーを明確かつ正確にセグメント化し、戦略目標に最適なパートナーやソリューションを特定することができます。

戦略分析と推奨グラフデータベース市場における成功への道筋を描く

グラフデータベース市場の戦略分析は、世界市場でのプレゼンス強化を目指す企業にとって不可欠です。主要なリソース、能力、業績指標を検討することで、企業は成長機会を特定し、改善に取り組むことができます。このアプローチにより、競合情勢における課題を克服し、新たなビジネスチャンスを活かして長期的な成功を収めるための体制を整えることができます。

本レポートでは、主要な注目分野を網羅した市場の包括的な分析を提供しています：

1.市場の浸透度：現在の市場環境の詳細なレビュー、主要企業による広範なデータ、市場でのリーチと全体的な影響力の評価。

2.市場の開拓度：新興市場における成長機会を特定し、既存分野における拡大可能性を評価し、将来の成長に向けた戦略的ロードマップを提供します。

3.市場の多様化：最近の製品発売、未開拓の地域、業界の主要な進歩、市場を形成する戦略的投資を分析します。

4.競合の評価と情報：競合情勢を徹底的に分析し、市場シェア、事業戦略、製品ポートフォリオ、認証、規制当局の承認、特許動向、主要企業の技術進歩などを検証します。

5.製品開発およびイノベーション：将来の市場成長を促進すると期待される最先端技術、研究開発活動、製品イノベーションをハイライトしています。

また、利害関係者が十分な情報に基づいた意思決定を行う上で役立つ重要な質問にも回答しています：

1.現在の市場規模と今後の成長予測は？

2.最高の投資機会を提供する製品、セグメント、地域はどこか？

3.市場を形成する主な技術動向と規制の影響とは？

4.主要ベンダーの市場シェアと競合ポジションは？

5.ベンダーの市場参入・撤退戦略の原動力となる収益源と戦略的機会は何か？

目次

第1章 序文

第2章 調査手法

第3章 エグゼクティブサマリー

第4章 市場の概要

第5章 市場洞察

• 市場力学
  • 促進要因
    • ヘルスケア機関や医療機関からの需要増加
    • AIベースのグラフデータベースツールやサービスなどの技術の統合による急速な導入
    • 高度に相互接続されたデータの浸透によりマーケティングパフォーマンスを最適化
  • 抑制要因
    • グラフデータベースの潜在的な利点についての理解不足
  • 機会
    • グラフデータベーステクノロジーの継続的な進歩
    • ビッグデータ分析のための仮想化の迅速な利用
  • 課題
    • データベース操作に関する技術的専門知識の不足
• 市場セグメンテーション分析
• ポーターのファイブフォース分析
• PESTEL分析
  • 政治的
  • 経済
  • 社交
  • 技術的
  • 法律上
  • 環境

第6章 グラフデータベース市場：タイプ別

• プロパティグラフ
• リソース記述フレームワーク

第7章 グラフデータベース市場：コンポーネント別

• サービス
  • マネージドサービス
  • プロフェッショナルサービス
    • コンサルティングサービス
    • 導入および統合サービス
    • サポートおよびメンテナンスサービス
• ツール

第8章 グラフデータベース市場：用途別

• 顧客分析
• 不正行為検出
• 推奨エンジン
• リスクとコンプライアンス管理
• サプライチェーンマネジメント

第9章 グラフデータベース市場：展開別

• クラウド上
• オンプレミス

第10章 グラフデータベース市場：業界別

• 銀行、金融サービス、保険
• 政府および公共部門
• ヘルスケアとライフサイエンス
• 製造業
• 小売業と電子商取引
• 通信・IT
• 運輸・物流

第11章 南北アメリカのグラフデータベース市場

• アルゼンチン
• ブラジル
• カナダ
• メキシコ
• 米国

第12章 アジア太平洋地域のグラフデータベース市場

• オーストラリア
• 中国
• インド
• インドネシア
• 日本
• マレーシア
• フィリピン
• シンガポール
• 韓国
• 台湾
• タイ
• ベトナム

第13章 欧州・中東・アフリカのグラフデータベース市場

• デンマーク
• エジプト
• フィンランド
• フランス
• ドイツ
• イスラエル
• イタリア
• オランダ
• ナイジェリア
• ノルウェー
• ポーランド
• カタール
• ロシア
• サウジアラビア
• 南アフリカ
• スペイン
• スウェーデン
• スイス
• トルコ
• アラブ首長国連邦
• 英国

第14章 競合情勢

• 市場シェア分析2023
• FPNVポジショニングマトリックス, 2023
• 競合シナリオ分析
• 戦略分析と提言

企業一覧

• Amazon Web Services, Inc.
• ArangoDB Inc.
• DataStax, Inc.
• Franz Inc.
• International Business Machines Corporation
• KATANA GRAPH INC.
• MarkLogic Corporation
• Microsoft Corporation
• Neo4j, Inc.
• Objectivity Inc.
• Oracle Corporation
• Teradata Corporation
• TIBCO Software Inc.
• TigerGraph, Inc.
• Tom Sawyer Software

LIST OF FIGURES

• FIGURE 1. GRAPH DATABASE MARKET RESEARCH PROCESS
• FIGURE 2. GRAPH DATABASE MARKET SIZE, 2023 VS 2030
• FIGURE 3. GLOBAL GRAPH DATABASE MARKET SIZE, 2018-2030 (USD MILLION)
• FIGURE 4. GLOBAL GRAPH DATABASE MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 5. GLOBAL GRAPH DATABASE MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 6. GLOBAL GRAPH DATABASE MARKET SIZE, BY TYPE, 2023 VS 2030 (%)
• FIGURE 7. GLOBAL GRAPH DATABASE MARKET SIZE, BY TYPE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 8. GLOBAL GRAPH DATABASE MARKET SIZE, BY COMPONENTS, 2023 VS 2030 (%)
• FIGURE 9. GLOBAL GRAPH DATABASE MARKET SIZE, BY COMPONENTS, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 10. GLOBAL GRAPH DATABASE MARKET SIZE, BY APPLICATION, 2023 VS 2030 (%)
• FIGURE 11. GLOBAL GRAPH DATABASE MARKET SIZE, BY APPLICATION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 12. GLOBAL GRAPH DATABASE MARKET SIZE, BY DEPLOYMENT, 2023 VS 2030 (%)
• FIGURE 13. GLOBAL GRAPH DATABASE MARKET SIZE, BY DEPLOYMENT, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 14. GLOBAL GRAPH DATABASE MARKET SIZE, BY INDUSTRY, 2023 VS 2030 (%)
• FIGURE 15. GLOBAL GRAPH DATABASE MARKET SIZE, BY INDUSTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 16. AMERICAS GRAPH DATABASE MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 17. AMERICAS GRAPH DATABASE MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 18. UNITED STATES GRAPH DATABASE MARKET SIZE, BY STATE, 2023 VS 2030 (%)
• FIGURE 19. UNITED STATES GRAPH DATABASE MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 20. ASIA-PACIFIC GRAPH DATABASE MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 21. ASIA-PACIFIC GRAPH DATABASE MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 22. EUROPE, MIDDLE EAST & AFRICA GRAPH DATABASE MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 23. EUROPE, MIDDLE EAST & AFRICA GRAPH DATABASE MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 24. GRAPH DATABASE MARKET SHARE, BY KEY PLAYER, 2023
• FIGURE 25. GRAPH DATABASE MARKET, FPNV POSITIONING MATRIX, 2023

LIST OF TABLES

• TABLE 1. GRAPH DATABASE MARKET SEGMENTATION & COVERAGE
• TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
• TABLE 3. GLOBAL GRAPH DATABASE MARKET SIZE, 2018-2030 (USD MILLION)
• TABLE 4. GLOBAL GRAPH DATABASE MARKET SIZE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 5. GLOBAL GRAPH DATABASE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 6. GRAPH DATABASE MARKET DYNAMICS
• TABLE 7. GLOBAL GRAPH DATABASE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 8. GLOBAL GRAPH DATABASE MARKET SIZE, BY PROPERTY GRAPH, BY REGION, 2018-2030 (USD MILLION)
• TABLE 9. GLOBAL GRAPH DATABASE MARKET SIZE, BY RESOURCE DESCRIPTION FRAMEWORK, BY REGION, 2018-2030 (USD MILLION)
• TABLE 10. GLOBAL GRAPH DATABASE MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
• TABLE 11. GLOBAL GRAPH DATABASE MARKET SIZE, BY SERVICES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 12. GLOBAL GRAPH DATABASE MARKET SIZE, BY MANAGED SERVICES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 13. GLOBAL GRAPH DATABASE MARKET SIZE, BY PROFESSIONAL SERVICES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 14. GLOBAL GRAPH DATABASE MARKET SIZE, BY CONSULTING SERVICES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 15. GLOBAL GRAPH DATABASE MARKET SIZE, BY DEPLOYMENT & INTEGRATION SERVICES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 16. GLOBAL GRAPH DATABASE MARKET SIZE, BY SUPPORT & MAINTENANCE SERVICES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 17. GLOBAL GRAPH DATABASE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 18. GLOBAL GRAPH DATABASE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 19. GLOBAL GRAPH DATABASE MARKET SIZE, BY TOOLS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 20. GLOBAL GRAPH DATABASE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 21. GLOBAL GRAPH DATABASE MARKET SIZE, BY CUSTOMER ANALYTICS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 22. GLOBAL GRAPH DATABASE MARKET SIZE, BY FRAUD DETECTION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 23. GLOBAL GRAPH DATABASE MARKET SIZE, BY RECOMMENDATION ENGINES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 24. GLOBAL GRAPH DATABASE MARKET SIZE, BY RISK & COMPLIANCE MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 25. GLOBAL GRAPH DATABASE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 26. GLOBAL GRAPH DATABASE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 27. GLOBAL GRAPH DATABASE MARKET SIZE, BY ON-CLOUD, BY REGION, 2018-2030 (USD MILLION)
• TABLE 28. GLOBAL GRAPH DATABASE MARKET SIZE, BY ON-PREMISES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 29. GLOBAL GRAPH DATABASE MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 30. GLOBAL GRAPH DATABASE MARKET SIZE, BY BANKING, FINANCIAL SERVICES, & INSURANCE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 31. GLOBAL GRAPH DATABASE MARKET SIZE, BY GOVERNMENT & PUBLIC SECTOR, BY REGION, 2018-2030 (USD MILLION)
• TABLE 32. GLOBAL GRAPH DATABASE MARKET SIZE, BY HEALTHCARE & LIFE SCIENCES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 33. GLOBAL GRAPH DATABASE MARKET SIZE, BY MANUFACTURING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 34. GLOBAL GRAPH DATABASE MARKET SIZE, BY RETAIL & ECOMMERCE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 35. GLOBAL GRAPH DATABASE MARKET SIZE, BY TELECOM & IT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 36. GLOBAL GRAPH DATABASE MARKET SIZE, BY TRANSPORTATION & LOGISTICS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 37. AMERICAS GRAPH DATABASE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 38. AMERICAS GRAPH DATABASE MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
• TABLE 39. AMERICAS GRAPH DATABASE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 40. AMERICAS GRAPH DATABASE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 41. AMERICAS GRAPH DATABASE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 42. AMERICAS GRAPH DATABASE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 43. AMERICAS GRAPH DATABASE MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 44. AMERICAS GRAPH DATABASE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 45. ARGENTINA GRAPH DATABASE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 46. ARGENTINA GRAPH DATABASE MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
• TABLE 47. ARGENTINA GRAPH DATABASE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 48. ARGENTINA GRAPH DATABASE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 49. ARGENTINA GRAPH DATABASE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 50. ARGENTINA GRAPH DATABASE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 51. ARGENTINA GRAPH DATABASE MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 52. BRAZIL GRAPH DATABASE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 53. BRAZIL GRAPH DATABASE MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
• TABLE 54. BRAZIL GRAPH DATABASE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 55. BRAZIL GRAPH DATABASE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 56. BRAZIL GRAPH DATABASE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 57. BRAZIL GRAPH DATABASE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 58. BRAZIL GRAPH DATABASE MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 59. CANADA GRAPH DATABASE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 60. CANADA GRAPH DATABASE MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
• TABLE 61. CANADA GRAPH DATABASE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 62. CANADA GRAPH DATABASE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 63. CANADA GRAPH DATABASE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 64. CANADA GRAPH DATABASE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 65. CANADA GRAPH DATABASE MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 66. MEXICO GRAPH DATABASE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 67. MEXICO GRAPH DATABASE MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
• TABLE 68. MEXICO GRAPH DATABASE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 69. MEXICO GRAPH DATABASE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 70. MEXICO GRAPH DATABASE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 71. MEXICO GRAPH DATABASE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 72. MEXICO GRAPH DATABASE MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 73. UNITED STATES GRAPH DATABASE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 74. UNITED STATES GRAPH DATABASE MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
• TABLE 75. UNITED STATES GRAPH DATABASE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 76. UNITED STATES GRAPH DATABASE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 77. UNITED STATES GRAPH DATABASE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 78. UNITED STATES GRAPH DATABASE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 79. UNITED STATES GRAPH DATABASE MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 80. UNITED STATES GRAPH DATABASE MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
• TABLE 81. ASIA-PACIFIC GRAPH DATABASE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 82. ASIA-PACIFIC GRAPH DATABASE MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
• TABLE 83. ASIA-PACIFIC GRAPH DATABASE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 84. ASIA-PACIFIC GRAPH DATABASE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 85. ASIA-PACIFIC GRAPH DATABASE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 86. ASIA-PACIFIC GRAPH DATABASE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 87. ASIA-PACIFIC GRAPH DATABASE MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 88. ASIA-PACIFIC GRAPH DATABASE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 89. AUSTRALIA GRAPH DATABASE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 90. AUSTRALIA GRAPH DATABASE MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
• TABLE 91. AUSTRALIA GRAPH DATABASE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 92. AUSTRALIA GRAPH DATABASE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 93. AUSTRALIA GRAPH DATABASE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 94. AUSTRALIA GRAPH DATABASE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 95. AUSTRALIA GRAPH DATABASE MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 96. CHINA GRAPH DATABASE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 97. CHINA GRAPH DATABASE MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
• TABLE 98. CHINA GRAPH DATABASE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 99. CHINA GRAPH DATABASE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 100. CHINA GRAPH DATABASE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 101. CHINA GRAPH DATABASE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 102. CHINA GRAPH DATABASE MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 103. INDIA GRAPH DATABASE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 104. INDIA GRAPH DATABASE MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
• TABLE 105. INDIA GRAPH DATABASE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 106. INDIA GRAPH DATABASE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 107. INDIA GRAPH DATABASE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 108. INDIA GRAPH DATABASE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 109. INDIA GRAPH DATABASE MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 110. INDONESIA GRAPH DATABASE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 111. INDONESIA GRAPH DATABASE MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
• TABLE 112. INDONESIA GRAPH DATABASE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 113. INDONESIA GRAPH DATABASE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 114. INDONESIA GRAPH DATABASE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 115. INDONESIA GRAPH DATABASE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 116. INDONESIA GRAPH DATABASE MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 117. JAPAN GRAPH DATABASE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 118. JAPAN GRAPH DATABASE MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
• TABLE 119. JAPAN GRAPH DATABASE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 120. JAPAN GRAPH DATABASE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 121. JAPAN GRAPH DATABASE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 122. JAPAN GRAPH DATABASE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 123. JAPAN GRAPH DATABASE MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 124. MALAYSIA GRAPH DATABASE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 125. MALAYSIA GRAPH DATABASE MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
• TABLE 126. MALAYSIA GRAPH DATABASE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 127. MALAYSIA GRAPH DATABASE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 128. MALAYSIA GRAPH DATABASE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 129. MALAYSIA GRAPH DATABASE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 130. MALAYSIA GRAPH DATABASE MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 131. PHILIPPINES GRAPH DATABASE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 132. PHILIPPINES GRAPH DATABASE MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
• TABLE 133. PHILIPPINES GRAPH DATABASE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 134. PHILIPPINES GRAPH DATABASE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 135. PHILIPPINES GRAPH DATABASE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 136. PHILIPPINES GRAPH DATABASE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 137. PHILIPPINES GRAPH DATABASE MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 138. SINGAPORE GRAPH DATABASE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 139. SINGAPORE GRAPH DATABASE MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
• TABLE 140. SINGAPORE GRAPH DATABASE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 141. SINGAPORE GRAPH DATABASE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 142. SINGAPORE GRAPH DATABASE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 143. SINGAPORE GRAPH DATABASE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 144. SINGAPORE GRAPH DATABASE MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 145. SOUTH KOREA GRAPH DATABASE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 146. SOUTH KOREA GRAPH DATABASE MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
• TABLE 147. SOUTH KOREA GRAPH DATABASE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 148. SOUTH KOREA GRAPH DATABASE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 149. SOUTH KOREA GRAPH DATABASE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 150. SOUTH KOREA GRAPH DATABASE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 151. SOUTH KOREA GRAPH DATABASE MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 152. TAIWAN GRAPH DATABASE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 153. TAIWAN GRAPH DATABASE MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
• TABLE 154. TAIWAN GRAPH DATABASE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 155. TAIWAN GRAPH DATABASE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 156. TAIWAN GRAPH DATABASE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 157. TAIWAN GRAPH DATABASE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 158. TAIWAN GRAPH DATABASE MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 159. THAILAND GRAPH DATABASE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 160. THAILAND GRAPH DATABASE MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
• TABLE 161. THAILAND GRAPH DATABASE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 162. THAILAND GRAPH DATABASE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 163. THAILAND GRAPH DATABASE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 164. THAILAND GRAPH DATABASE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 165. THAILAND GRAPH DATABASE MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 166. VIETNAM GRAPH DATABASE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 167. VIETNAM GRAPH DATABASE MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
• TABLE 168. VIETNAM GRAPH DATABASE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 169. VIETNAM GRAPH DATABASE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 170. VIETNAM GRAPH DATABASE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 171. VIETNAM GRAPH DATABASE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 172. VIETNAM GRAPH DATABASE MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 173. EUROPE, MIDDLE EAST & AFRICA GRAPH DATABASE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 174. EUROPE, MIDDLE EAST & AFRICA GRAPH DATABASE MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
• TABLE 175. EUROPE, MIDDLE EAST & AFRICA GRAPH DATABASE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 176. EUROPE, MIDDLE EAST & AFRICA GRAPH DATABASE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 177. EUROPE, MIDDLE EAST & AFRICA GRAPH DATABASE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 178. EUROPE, MIDDLE EAST & AFRICA GRAPH DATABASE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 179. EUROPE, MIDDLE EAST & AFRICA GRAPH DATABASE MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 180. EUROPE, MIDDLE EAST & AFRICA GRAPH DATABASE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 181. DENMARK GRAPH DATABASE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 182. DENMARK GRAPH DATABASE MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
• TABLE 183. DENMARK GRAPH DATABASE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 184. DENMARK GRAPH DATABASE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 185. DENMARK GRAPH DATABASE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 186. DENMARK GRAPH DATABASE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 187. DENMARK GRAPH DATABASE MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 188. EGYPT GRAPH DATABASE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 189. EGYPT GRAPH DATABASE MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
• TABLE 190. EGYPT GRAPH DATABASE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 191. EGYPT GRAPH DATABASE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 192. EGYPT GRAPH DATABASE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 193. EGYPT GRAPH DATABASE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 194. EGYPT GRAPH DATABASE MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 195. FINLAND GRAPH DATABASE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 196. FINLAND GRAPH DATABASE MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
• TABLE 197. FINLAND GRAPH DATABASE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 198. FINLAND GRAPH DATABASE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 199. FINLAND GRAPH DATABASE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 200. FINLAND GRAPH DATABASE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 201. FINLAND GRAPH DATABASE MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 202. FRANCE GRAPH DATABASE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 203. FRANCE GRAPH DATABASE MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
• TABLE 204. FRANCE GRAPH DATABASE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 205. FRANCE GRAPH DATABASE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 206. FRANCE GRAPH DATABASE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 207. FRANCE GRAPH DATABASE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 208. FRANCE GRAPH DATABASE MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 209. GERMANY GRAPH DATABASE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 210. GERMANY GRAPH DATABASE MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
• TABLE 211. GERMANY GRAPH DATABASE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 212. GERMANY GRAPH DATABASE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 213. GERMANY GRAPH DATABASE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 214. GERMANY GRAPH DATABASE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 215. GERMANY GRAPH DATABASE MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 216. ISRAEL GRAPH DATABASE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 217. ISRAEL GRAPH DATABASE MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
• TABLE 218. ISRAEL GRAPH DATABASE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 219. ISRAEL GRAPH DATABASE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 220. ISRAEL GRAPH DATABASE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 221. ISRAEL GRAPH DATABASE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 222. ISRAEL GRAPH DATABASE MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 223. ITALY GRAPH DATABASE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 224. ITALY GRAPH DATABASE MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
• TABLE 225. ITALY GRAPH DATABASE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 226. ITALY GRAPH DATABASE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 227. ITALY GRAPH DATABASE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 228. ITALY GRAPH DATABASE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 229. ITALY GRAPH DATABASE MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 230. NETHERLANDS GRAPH DATABASE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 231. NETHERLANDS GRAPH DATABASE MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
• TABLE 232. NETHERLANDS GRAPH DATABASE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 233. NETHERLANDS GRAPH DATABASE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 234. NETHERLANDS GRAPH DATABASE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 235. NETHERLANDS GRAPH DATABASE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 236. NETHERLANDS GRAPH DATABASE MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 237. NIGERIA GRAPH DATABASE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 238. NIGERIA GRAPH DATABASE MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
• TABLE 239. NIGERIA GRAPH DATABASE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 240. NIGERIA GRAPH DATABASE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 241. NIGERIA GRAPH DATABASE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 242. NIGERIA GRAPH DATABASE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 243. NIGERIA GRAPH DATABASE MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 244. NORWAY GRAPH DATABASE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 245. NORWAY GRAPH DATABASE MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
• TABLE 246. NORWAY GRAPH DATABASE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 247. NORWAY GRAPH DATABASE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 248. NORWAY GRAPH DATABASE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 249. NORWAY GRAPH DATABASE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 250. NORWAY GRAPH DATABASE MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 251. POLAND GRAPH DATABASE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 252. POLAND GRAPH DATABASE MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
• TABLE 253. POLAND GRAPH DATABASE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 254. POLAND GRAPH DATABASE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 255. POLAND GRAPH DATABASE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 256. POLAND GRAPH DATABASE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 257. POLAND GRAPH DATABASE MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 258. QATAR GRAPH DATABASE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 259. QATAR GRAPH DATABASE MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
• TABLE 260. QATAR GRAPH DATABASE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 261. QATAR GRAPH DATABASE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 262. QATAR GRAPH DATABASE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 263. QATAR GRAPH DATABASE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 264. QATAR GRAPH DATABASE MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 265. RUSSIA GRAPH DATABASE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 266. RUSSIA GRAPH DATABASE MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
• TABLE 267. RUSSIA GRAPH DATABASE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 268. RUSSIA GRAPH DATABASE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 269. RUSSIA GRAPH DATABASE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 270. RUSSIA GRAPH DATABASE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 271. RUSSIA GRAPH DATABASE MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 272. SAUDI ARABIA GRAPH DATABASE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 273. SAUDI ARABIA GRAPH DATABASE MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
• TABLE 274. SAUDI ARABIA GRAPH DATABASE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 275. SAUDI ARABIA GRAPH DATABASE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 276. SAUDI ARABIA GRAPH DATABASE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 277. SAUDI ARABIA GRAPH DATABASE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 278. SAUDI ARABIA GRAPH DATABASE MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 279. SOUTH AFRICA GRAPH DATABASE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 280. SOUTH AFRICA GRAPH DATABASE MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
• TABLE 281. SOUTH AFRICA GRAPH DATABASE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 282. SOUTH AFRICA GRAPH DATABASE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 283. SOUTH AFRICA GRAPH DATABASE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 284. SOUTH AFRICA GRAPH DATABASE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 285. SOUTH AFRICA GRAPH DATABASE MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 286. SPAIN GRAPH DATABASE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 287. SPAIN GRAPH DATABASE MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
• TABLE 288. SPAIN GRAPH DATABASE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 289. SPAIN GRAPH DATABASE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 290. SPAIN GRAPH DATABASE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 291. SPAIN GRAPH DATABASE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 292. SPAIN GRAPH DATABASE MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 293. SWEDEN GRAPH DATABASE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 294. SWEDEN GRAPH DATABASE MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
• TABLE 295. SWEDEN GRAPH DATABASE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 296. SWEDEN GRAPH DATABASE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 297. SWEDEN GRAPH DATABASE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 298. SWEDEN GRAPH DATABASE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 299. SWEDEN GRAPH DATABASE MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 300. SWITZERLAND GRAPH DATABASE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 301. SWITZERLAND GRAPH DATABASE MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
• TABLE 302. SWITZERLAND GRAPH DATABASE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 303. SWITZERLAND GRAPH DATABASE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 304. SWITZERLAND GRAPH DATABASE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 305. SWITZERLAND GRAPH DATABASE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 306. SWITZERLAND GRAPH DATABASE MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 307. TURKEY GRAPH DATABASE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 308. TURKEY GRAPH DATABASE MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
• TABLE 309. TURKEY GRAPH DATABASE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 310. TURKEY GRAPH DATABASE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 311. TURKEY GRAPH DATABASE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 312. TURKEY GRAPH DATABASE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 313. TURKEY GRAPH DATABASE MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 314. UNITED ARAB EMIRATES GRAPH DATABASE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 315. UNITED ARAB EMIRATES GRAPH DATABASE MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
• TABLE 316. UNITED ARAB EMIRATES GRAPH DATABASE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 317. UNITED ARAB EMIRATES GRAPH DATABASE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 318. UNITED ARAB EMIRATES GRAPH DATABASE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 319. UNITED ARAB EMIRATES GRAPH DATABASE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 320. UNITED ARAB EMIRATES GRAPH DATABASE MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 321. UNITED KINGDOM GRAPH DATABASE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 322. UNITED KINGDOM GRAPH DATABASE MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
• TABLE 323. UNITED KINGDOM GRAPH DATABASE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 324. UNITED KINGDOM GRAPH DATABASE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 325. UNITED KINGDOM GRAPH DATABASE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 326. UNITED KINGDOM GRAPH DATABASE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 327. UNITED KINGDOM GRAPH DATABASE MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 328. GRAPH DATABASE MARKET SHARE, BY KEY PLAYER, 2023
• TABLE 329. GRAPH DATABASE MARKET, FPNV POSITIONING MATRIX, 2023

The Graph Database Market was valued at USD 3.51 billion in 2023, expected to reach USD 4.06 billion in 2024, and is projected to grow at a CAGR of 15.57%, to USD 9.69 billion by 2030.

Graph databases have gained significant traction due to their ability to efficiently model and manage complex relational data, essential for various applications ranging from social networks to fraud detection in financial services. The necessity of graph databases stems from their proficiency in handling intricate connections and large datasets where traditional databases struggle, such as in real-time big data analytics and IoT systems. They are applied extensively in sectors like healthcare for predictive analysis, retail to enhance recommendation engines, and telecommunications to improve network operations. The end-use scope spans numerous industries, including IT, BFSI, healthcare, and transportation, where they enhance data-driven decision-making.

Market insights reveal that the growth of the graph database market is primarily driven by the escalating volume of interconnected data and the increasing need for advanced data analytics capabilities. The rise of AI and machine learning further propels their adoption, as graph databases support real-time processing and insights generation. Nonetheless, challenges such as high deployment costs, a need for specialized skill sets, and concerns over data security and privacy can hinder market growth. To leverage potential opportunities, businesses should focus on enhancing user-friendliness and integration capabilities of graph databases, alongside boosting security features to address privacy concerns.

Innovation areas likely to catalyze business growth include the development of automated graph algorithms, enhanced query languages, and simplified deployment models. Companies can invest in research on scalable graph database architectures and hybrid cloud solutions to broaden their appeal. Despite these opportunities, the lack of standardization within the industry presents a challenge, as it may complicate interoperability across different systems and vendors. To thrive, firms should prioritize collaboration with tech innovators to develop comprehensive solutions addressing diverse industry needs. By navigating these dynamics strategically, businesses can harness the transformative potential of graph databases, positioning themselves advantageously in an increasingly data-centric market landscape.

Market Dynamics: Unveiling Key Market Insights in the Rapidly Evolving Graph Database Market

The Graph Database Market is undergoing transformative changes driven by a dynamic interplay of supply and demand factors. Understanding these evolving market dynamics prepares business organizations to make informed investment decisions, refine strategic decisions, and seize new opportunities. By gaining a comprehensive view of these trends, business organizations can mitigate various risks across political, geographic, technical, social, and economic domains while also gaining a clearer understanding of consumer behavior and its impact on manufacturing costs and purchasing trends.

• Market Drivers
  • Increasing demand from healthcare organizations and institutions
  • Rapid adoption due to integration of the technologies such as AI-based graph database tools and services
  • Penetration of highly interconnected data to optimize marketing performance
• Market Restraints
  • Lack of understanding about the potential benefits of graph databases
• Market Opportunities
  • Ongoing advancements in graph database technology
  • Rapid use of virtualization for big data analytics
• Market Challenges
  • Dearth of technical expertise for database operation

Porter's Five Forces: A Strategic Tool for Navigating the Graph Database Market

Porter's five forces framework is a critical tool for understanding the competitive landscape of the Graph Database Market. It offers business organizations with a clear methodology for evaluating their competitive positioning and exploring strategic opportunities. This framework helps businesses assess the power dynamics within the market and determine the profitability of new ventures. With these insights, business organizations can leverage their strengths, address weaknesses, and avoid potential challenges, ensuring a more resilient market positioning.

PESTLE Analysis: Navigating External Influences in the Graph Database Market

External macro-environmental factors play a pivotal role in shaping the performance dynamics of the Graph Database Market. Political, Economic, Social, Technological, Legal, and Environmental factors analysis provides the necessary information to navigate these influences. By examining PESTLE factors, businesses can better understand potential risks and opportunities. This analysis enables business organizations to anticipate changes in regulations, consumer preferences, and economic trends, ensuring they are prepared to make proactive, forward-thinking decisions.

Market Share Analysis: Understanding the Competitive Landscape in the Graph Database Market

A detailed market share analysis in the Graph Database Market provides a comprehensive assessment of vendors' performance. Companies can identify their competitive positioning by comparing key metrics, including revenue, customer base, and growth rates. This analysis highlights market concentration, fragmentation, and trends in consolidation, offering vendors the insights required to make strategic decisions that enhance their position in an increasingly competitive landscape.

FPNV Positioning Matrix: Evaluating Vendors' Performance in the Graph Database Market

The Forefront, Pathfinder, Niche, Vital (FPNV) Positioning Matrix is a critical tool for evaluating vendors within the Graph Database Market. This matrix enables business organizations to make well-informed decisions that align with their goals by assessing vendors based on their business strategy and product satisfaction. The four quadrants provide a clear and precise segmentation of vendors, helping users identify the right partners and solutions that best fit their strategic objectives.

Strategy Analysis & Recommendation: Charting a Path to Success in the Graph Database Market

A strategic analysis of the Graph Database Market is essential for businesses looking to strengthen their global market presence. By reviewing key resources, capabilities, and performance indicators, business organizations can identify growth opportunities and work toward improvement. This approach helps businesses navigate challenges in the competitive landscape and ensures they are well-positioned to capitalize on newer opportunities and drive long-term success.

Key Company Profiles

The report delves into recent significant developments in the Graph Database Market, highlighting leading vendors and their innovative profiles. These include Amazon Web Services, Inc., ArangoDB Inc., DataStax, Inc., Franz Inc., International Business Machines Corporation, KATANA GRAPH INC., MarkLogic Corporation, Microsoft Corporation, Neo4j, Inc., Objectivity Inc., Oracle Corporation, Teradata Corporation, TIBCO Software Inc., TigerGraph, Inc., and Tom Sawyer Software.

Market Segmentation & Coverage

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

• Based on Type, market is studied across Property Graph and Resource Description Framework.
• Based on Components, market is studied across Services and Tools. The Services is further studied across Managed Services and Professional Services. The Professional Services is further studied across Consulting Services, Deployment & Integration Services, and Support & Maintenance Services.
• Based on Application, market is studied across Customer Analytics, Fraud Detection, Recommendation Engines, Risk & Compliance Management, and Supply Chain Management.
• Based on Deployment, market is studied across On-Cloud and On-Premises.
• Based on Industry, market is studied across Banking, Financial Services, & Insurance, Government & Public Sector, Healthcare & Life Sciences, Manufacturing, Retail & eCommerce, Telecom & IT, and Transportation & Logistics.
• Based on Region, market is studied across Americas, Asia-Pacific, and Europe, Middle East & Africa. The Americas is further studied across Argentina, Brazil, Canada, Mexico, and United States. The United States is further studied across California, Florida, Illinois, New York, Ohio, Pennsylvania, and Texas. The Asia-Pacific is further studied across Australia, China, India, Indonesia, Japan, Malaysia, Philippines, Singapore, South Korea, Taiwan, Thailand, and Vietnam. The Europe, Middle East & Africa is further studied across Denmark, Egypt, Finland, France, Germany, Israel, Italy, Netherlands, Nigeria, Norway, Poland, Qatar, Russia, Saudi Arabia, South Africa, Spain, Sweden, Switzerland, Turkey, United Arab Emirates, and United Kingdom.

The report offers a comprehensive analysis of the market, covering key focus areas:

1. Market Penetration: A detailed review of the current market environment, including extensive data from top industry players, evaluating their market reach and overall influence.

2. Market Development: Identifies growth opportunities in emerging markets and assesses expansion potential in established sectors, providing a strategic roadmap for future growth.

3. Market Diversification: Analyzes recent product launches, untapped geographic regions, major industry advancements, and strategic investments reshaping the market.

4. Competitive Assessment & Intelligence: Provides a thorough analysis of the competitive landscape, examining market share, business strategies, product portfolios, certifications, regulatory approvals, patent trends, and technological advancements of key players.

5. Product Development & Innovation: Highlights cutting-edge technologies, R&D activities, and product innovations expected to drive future market growth.

The report also answers critical questions to aid stakeholders in making informed decisions:

1. What is the current market size, and what is the forecasted growth?

2. Which products, segments, and regions offer the best investment opportunities?

3. What are the key technology trends and regulatory influences shaping the market?

4. How do leading vendors rank in terms of market share and competitive positioning?

5. What revenue sources and strategic opportunities drive vendors' market entry or exit strategies?

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. Increasing demand from healthcare organizations and institutions
    • 5.1.1.2. Rapid adoption due to integration of the technologies such as AI-based graph database tools and services
    • 5.1.1.3. Penetration of highly interconnected data to optimize marketing performance
  • 5.1.2. Restraints
    • 5.1.2.1. Lack of understanding about the potential benefits of graph databases
  • 5.1.3. Opportunities
    • 5.1.3.1. Ongoing advancements in graph database technology
    • 5.1.3.2. Rapid use of virtualization for big data analytics
  • 5.1.4. Challenges
    • 5.1.4.1. Dearth of technical expertise for database operation
• 5.2. Market Segmentation Analysis
• 5.3. Porter's Five Forces Analysis
  • 5.3.1. Threat of New Entrants
  • 5.3.2. Threat of Substitutes
  • 5.3.3. Bargaining Power of Customers
  • 5.3.4. Bargaining Power of Suppliers
  • 5.3.5. Industry Rivalry
• 5.4. PESTLE Analysis
  • 5.4.1. Political
  • 5.4.2. Economic
  • 5.4.3. Social
  • 5.4.4. Technological
  • 5.4.5. Legal
  • 5.4.6. Environmental

6. Graph Database Market, by Type

• 6.1. Introduction
• 6.2. Property Graph
• 6.3. Resource Description Framework

7. Graph Database Market, by Components

• 7.1. Introduction
• 7.2. Services
  • 7.2.1. Managed Services
  • 7.2.2. Professional Services
    • 7.2.2.1. Consulting Services
    • 7.2.2.2. Deployment & Integration Services
    • 7.2.2.3. Support & Maintenance Services
• 7.3. Tools

8. Graph Database Market, by Application

• 8.1. Introduction
• 8.2. Customer Analytics
• 8.3. Fraud Detection
• 8.4. Recommendation Engines
• 8.5. Risk & Compliance Management
• 8.6. Supply Chain Management

9. Graph Database Market, by Deployment

• 9.1. Introduction
• 9.2. On-Cloud
• 9.3. On-Premises

10. Graph Database Market, by Industry

• 10.1. Introduction
• 10.2. Banking, Financial Services, & Insurance
• 10.3. Government & Public Sector
• 10.4. Healthcare & Life Sciences
• 10.5. Manufacturing
• 10.6. Retail & eCommerce
• 10.7. Telecom & IT
• 10.8. Transportation & Logistics

11. Americas Graph Database Market

• 11.1. Introduction
• 11.2. Argentina
• 11.3. Brazil
• 11.4. Canada
• 11.5. Mexico
• 11.6. United States

12. Asia-Pacific Graph Database Market

• 12.1. Introduction
• 12.2. Australia
• 12.3. China
• 12.4. India
• 12.5. Indonesia
• 12.6. Japan
• 12.7. Malaysia
• 12.8. Philippines
• 12.9. Singapore
• 12.10. South Korea
• 12.11. Taiwan
• 12.12. Thailand
• 12.13. Vietnam

13. Europe, Middle East & Africa Graph Database Market

• 13.1. Introduction
• 13.2. Denmark
• 13.3. Egypt
• 13.4. Finland
• 13.5. France
• 13.6. Germany
• 13.7. Israel
• 13.8. Italy
• 13.9. Netherlands
• 13.10. Nigeria
• 13.11. Norway
• 13.12. Poland
• 13.13. Qatar
• 13.14. Russia
• 13.15. Saudi Arabia
• 13.16. South Africa
• 13.17. Spain
• 13.18. Sweden
• 13.19. Switzerland
• 13.20. Turkey
• 13.21. United Arab Emirates
• 13.22. United Kingdom

14. Competitive Landscape

• 14.1. Market Share Analysis, 2023
• 14.2. FPNV Positioning Matrix, 2023
• 14.3. Competitive Scenario Analysis
• 14.4. Strategy Analysis & Recommendation

Companies Mentioned

• 1. Amazon Web Services, Inc.
• 2. ArangoDB Inc.
• 3. DataStax, Inc.
• 4. Franz Inc.
• 5. International Business Machines Corporation
• 6. KATANA GRAPH INC.
• 7. MarkLogic Corporation
• 8. Microsoft Corporation
• 9. Neo4j, Inc.
• 10. Objectivity Inc.
• 11. Oracle Corporation
• 12. Teradata Corporation
• 13. TIBCO Software Inc.
• 14. TigerGraph, Inc.
• 15. Tom Sawyer Software