グラフ分析市場：コンポーネント、展開、用途、分野別-2025年～2030年の世界予測

グラフ分析市場の2023年の市場規模は16億4,000万米ドルで、2024年には19億9,000万米ドルに達すると予測され、CAGR 20.96％で成長し、2030年には62億4,000万米ドルに達すると予測されています。

グラフ分析は、データ分析の特殊なサブセットであり、データ内の関係をモデル化、理解、分析するためにグラフ構造を利用することに焦点を当てています。特に、ソーシャルネットワーク、不正検知、推薦システムなど、ネットワークや関係データの集中的な分析を必要とする分野では不可欠です。グラフ分析の適用範囲は、通信、ヘルスケア、金融、小売など様々な業界に及び、複雑なネットワークパターンの理解と意思決定プロセスの最適化において大幅な改善をもたらします。

グラフ分析の必要性は、データ関係の複雑化とそこから得られる洞察に対する需要の高まりに起因します。グラフ分析の用途としては、脅威の特定と緩和によるサイバーセキュリティの強化、透明性の向上によるサプライチェーン・ロジスティクスの最適化、顧客行動の理解によるパーソナライズされたマーケティング活動の強化などが挙げられます。市場を牽引する主な成長要因としては、ビッグデータの急増、機械学習アルゴリズムの進歩、企業全体における人工知能の採用拡大などが挙げられます。

グラフ分析における新たな潜在機会は、グラフデータベースとクラウドコンピューティングの統合にあり、これによりスケーラブルでより効率的なデータ処理が可能になります。さらに、即時の洞察を提供するリアルタイム分析ソリューションの開発機会も急増しています。しかし、グラフ分析システムのスケーリングの複雑さ、データプライバシーへの懸念、大規模な計算リソースの必要性などの課題は依然として残っており、より広範な市場での採用が制限される可能性があります。

イノベーションと研究は、グラフデータベースの堅牢性とスケーラビリティの強化、リアルタイム処理能力の向上、データプライバシーとセキュリティを確保したコスト効率の高いソリューションの開発に重点を置くべきです。ユーザーフレンドリーなインターフェースと直感的な可視化ツールを重視することで、グラフ分析を非技術系ユーザーにも利用しやすくし、市場の成長をさらに促進することができます。グラフ分析市場はダイナミックに進化しており、より統合的で包括的な分析ソリューションがトレンドとなっているため、スピード、スケーラビリティ、ユーザビリティに重点を置いてイノベーションを起こす企業には大きな可能性があります。

市場力学：急速に進化するグラフ分析市場の主要な市場インサイトを公開

グラフ分析市場は、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、戦略的意思決定、新たなビジネスチャンスの獲得を行うことができます。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るとともに、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、IoTベースのツールやサービスなどの技術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相互接続データの浸透
• 市場抑制要因
  • グラフ分析の潜在的なメリットに関する理解不足
• 市場機会
  • 動きのあるデータから複雑なパターンを特定するニーズの高まり
  • ビッグデータ分析の急速な活用
• 市場の課題
  • 非効率な訓練を受けた専門家

ポーターの5つの力：グラフ分析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理解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：グラフ分析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、グラフ分析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分析市場における競合情勢の把握

グラフ分析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分析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、グラフ分析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分析市場における成功への道筋を描く

グラフ分析市場の戦略分析は、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、業績指標を見直すことで、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えるよう、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、IoTベースのグラフ分析ツールやサービスなどの技術の統合による急速な導入
    • 相互接続されたデータの浸透によるマーケティングパフォーマンスの最適化
  • 抑制要因
    • グラフ分析の潜在的な利点についての理解不足
  • 機会
    • 動いているデータから複雑なパターンを識別する必要性が高まる
    • ビッグデータ分析の迅速な活用
  • 課題
    • 非効率的な訓練を受けた専門家
• 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 グラフ分析市場：コンポーネント別

• サービス
  • コンサルティング
  • サポートとメンテナンス
  • システム統合
• ソリューション
  • プラットフォーム
  • ソフトウェアツール

第7章 グラフ分析市場：展開別

• クラウド上
• オンプレミス

第8章 グラフ分析市場：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
• ルート最適化

第9章 グラフ分析市場：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
• 運輸・物流

第10章 南北アメリカのグラフ分析市場

• アルゼンチン
• ブラジル
• カナダ
• メキシコ
• 米国

第11章 アジア太平洋地域のグラフ分析市場

• 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12章 欧州・中東・アフリカのグラフ分析市場

• 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13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.
• Cray Inc. by Hewlett Packard Enterprise Development LP
• Dataiku
• DataStax, Inc.
• Graphistry, Inc.
• Intel Corporation
• International Business Machines Corporation
• Linkurious SAS
• Lynx Analytics Pte. Ltd.
• Microsoft Corporation
• Neo4j, Inc.
• Objectivity Inc.
• Oracle Corporation
• SAP SA
• TigerGraph, Inc.

LIST OF FIGURES

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

LIST OF TABLES

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

The Graph Analytics Market was valued at USD 1.64 billion in 2023, expected to reach USD 1.99 billion in 2024, and is projected to grow at a CAGR of 20.96%, to USD 6.24 billion by 2030.

Graph analytics, a specialized subset of data analytics, focuses on utilizing graph structures to model, understand, and analyze relationships within data. It is particularly essential in fields that require intensive analysis of network and relationship data, such as social networks, fraud detection, and recommendation systems. The scope of graph analytics spans various industries, including telecommunications, healthcare, finance, and retail, offering substantial improvements in understanding complex network patterns and optimizing decision-making processes.

The necessity of graph analytics stems from the increasing complexity of data relationships and the growing demand for insights derived from these connections. Its applications include enhancing cybersecurity by identifying and mitigating threats, optimizing supply chain logistics through improved transparency, and boosting personalized marketing efforts by understanding customer behavior. Key growth factors driving the market include the proliferation of big data, advancements in machine learning algorithms, and increased adoption of artificial intelligence across enterprises.

Emerging potential opportunities in graph analytics lie in the integration of graph databases with cloud computing, which would enable scalable and more efficient data processing. Additionally, there is a burgeoning opportunity in developing real-time analytics solutions to deliver immediate insights. However, challenges persist, such as the complexity of scaling graph analytical systems, data privacy concerns, and the necessity of significant computational resources, which can limit broader market adoption.

Innovation and research should focus on enhancing the robustness and scalability of graph databases, improving real-time processing capabilities, and developing cost-effective solutions that ensure data privacy and security. Emphasizing user-friendly interfaces and intuitive visualization tools can further propel market growth by making graph analytics more accessible to non-technical users. The graph analytics market is dynamically evolving, with a trend towards more integrated and comprehensive analytics solutions, offering significant potential for those who innovate with an emphasis on speed, scalability, and usability.

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

The Graph Analytics 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, IoT-based graph analytics tools and services
  • Penetration of interconnected data to optimize marketing performance
• Market Restraints
  • Lack of understanding about the potential benefits of graph analytics
• Market Opportunities
  • Rising need to identify complex patterns from the data in motion
  • Rapid utilization of big data analytics
• Market Challenges
  • Inefficient trained professional

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

Porter's five forces framework is a critical tool for understanding the competitive landscape of the Graph Analytics 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 Analytics Market

External macro-environmental factors play a pivotal role in shaping the performance dynamics of the Graph Analytics 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 Analytics Market

A detailed market share analysis in the Graph Analytics 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 Analytics Market

The Forefront, Pathfinder, Niche, Vital (FPNV) Positioning Matrix is a critical tool for evaluating vendors within the Graph Analytics 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 Analytics Market

A strategic analysis of the Graph Analytics 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 Analytics Market, highlighting leading vendors and their innovative profiles. These include Amazon Web Services, Inc., Cray Inc. by Hewlett Packard Enterprise Development LP, Dataiku, DataStax, Inc., Graphistry, Inc., Intel Corporation, International Business Machines Corporation, Linkurious SAS, Lynx Analytics Pte. Ltd., Microsoft Corporation, Neo4j, Inc., Objectivity Inc., Oracle Corporation, SAP SA, and TigerGraph, Inc..

Market Segmentation & Coverage

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

• Based on Component, market is studied across Services and Solution. The Services is further studied across Consulting, Support & Maintenance, and System Integration. The Solution is further studied across Platforms and Software Tools.
• Based on Deployment, market is studied across On-Cloud and On-Premise.
• Based on Application, market is studied across Customer Analytics, Fraud Detection, Recommendation Engines, Risk & Compliance Management, and Route Optimization.
• Based on Vertical, market is studied across Banking, Financial Services, & Insurance, Government & Public Sector, Healthcare & Life Sciences, Manufacturing, Retail & Ecommerce, Telecom, 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, IoT-based graph analytics tools and services
    • 5.1.1.3. Penetration of interconnected data to optimize marketing performance
  • 5.1.2. Restraints
    • 5.1.2.1. Lack of understanding about the potential benefits of graph analytics
  • 5.1.3. Opportunities
    • 5.1.3.1. Rising need to identify complex patterns from the data in motion
    • 5.1.3.2. Rapid utilization of big data analytics
  • 5.1.4. Challenges
    • 5.1.4.1. Inefficient trained professional
• 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 Analytics Market, by Component

• 6.1. Introduction
• 6.2. Services
  • 6.2.1. Consulting
  • 6.2.2. Support & Maintenance
  • 6.2.3. System Integration
• 6.3. Solution
  • 6.3.1. Platforms
  • 6.3.2. Software Tools

7. Graph Analytics Market, by Deployment

• 7.1. Introduction
• 7.2. On-Cloud
• 7.3. On-Premise

8. Graph Analytics 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. Route Optimization

9. Graph Analytics Market, by Vertical

• 9.1. Introduction
• 9.2. Banking, Financial Services, & Insurance
• 9.3. Government & Public Sector
• 9.4. Healthcare & Life Sciences
• 9.5. Manufacturing
• 9.6. Retail & Ecommerce
• 9.7. Telecom
• 9.8. Transportation & Logistics

10. Americas Graph Analytics Market

• 10.1. Introduction
• 10.2. Argentina
• 10.3. Brazil
• 10.4. Canada
• 10.5. Mexico
• 10.6. United States

11. Asia-Pacific Graph Analytics Market

• 11.1. Introduction
• 11.2. Australia
• 11.3. China
• 11.4. India
• 11.5. Indonesia
• 11.6. Japan
• 11.7. Malaysia
• 11.8. Philippines
• 11.9. Singapore
• 11.10. South Korea
• 11.11. Taiwan
• 11.12. Thailand
• 11.13. Vietnam

12. Europe, Middle East & Africa Graph Analytics Market

• 12.1. Introduction
• 12.2. Denmark
• 12.3. Egypt
• 12.4. Finland
• 12.5. France
• 12.6. Germany
• 12.7. Israel
• 12.8. Italy
• 12.9. Netherlands
• 12.10. Nigeria
• 12.11. Norway
• 12.12. Poland
• 12.13. Qatar
• 12.14. Russia
• 12.15. Saudi Arabia
• 12.16. South Africa
• 12.17. Spain
• 12.18. Sweden
• 12.19. Switzerland
• 12.20. Turkey
• 12.21. United Arab Emirates
• 12.22. United Kingdom

13. Competitive Landscape

• 13.1. Market Share Analysis, 2023
• 13.2. FPNV Positioning Matrix, 2023
• 13.3. Competitive Scenario Analysis
• 13.4. Strategy Analysis & Recommendation

Companies Mentioned

• 1. Amazon Web Services, Inc.
• 2. Cray Inc. by Hewlett Packard Enterprise Development LP
• 3. Dataiku
• 4. DataStax, Inc.
• 5. Graphistry, Inc.
• 6. Intel Corporation
• 7. International Business Machines Corporation
• 8. Linkurious SAS
• 9. Lynx Analytics Pte. Ltd.
• 10. Microsoft Corporation
• 11. Neo4j, Inc.
• 12. Objectivity Inc.
• 13. Oracle Corporation
• 14. SAP SA
• 15. TigerGraph, Inc.