データ分析市場：タイプ別、ソリューション別、機能別、展開別、組織規模別、用途別、最終用途別-2025年～2030年の世界予測

データ分析市場の2023年の市場規模は488億5,000万米ドルで、2024年には579億3,000万米ドルに達すると予測され、2030年にはCAGR 18.68％で成長し、1,620億3,000万米ドルに達すると予測されています。

データ分析の範囲と定義には、生データを分析して意味のある洞察を導き出し、情報に基づいたビジネス上の意思決定を促進することが含まれます。データ分析の必要性は、意思決定プロセスを強化し、業務を最適化し、競争優位性を達成する必要性から生じる。データ分析の用途は、金融、ヘルスケア、小売、製造など様々な業界に及び、最終用途は顧客の予測から業務効率の改善まで多岐にわたる。市場の洞察によると、データ量の増加、IoTの進歩、AIと機械学習の導入に後押しされ、堅調な成長軌道を描いています。消費者行動を理解し、意思決定プロセスを合理化する必要性が、成長に影響を与える主な要因です。現在のビジネスチャンスは、ビッグデータ分析、リアルタイム処理、クラウドベースのソリューションの統合にあり、AIを搭載したプラットフォームへの投資や熟練したデータアナリストの採用によって、これらを獲得できる可能性があります。しかし、市場の成長に課題がないわけではないです。データ・プライバシーに関する懸念、高い導入コスト、労働力のスキル不足が大きなハードルとなっています。さらに、データ品質の確保や異種データソースの管理も制限要因となり得る。エッジコンピューティング、自然言語処理、自動機械学習における革新は、ビジネス成長の道筋を示します。ビジネスリーダーは、最先端のソリューションを開発し、分析能力を強化するために、これらの分野に注力すべきです。市場の性質はダイナミックで競争が激しく、継続的な進化と新技術への適応が求められます。市場の動向、特にAIや機械学習の進歩に関連する動向を先取りすることが最も重要です。新しいデータ統合ツールの開発研究を奨励し、テクノロジープロバイダーとのパートナーシップを促進することで、イノベーションを促進することができます。これらの機会を受け入れ、既存の課題を克服することで、企業はデータ分析の可能性を最大限に活用し、成長を促進し、急速に進化するマーケットプレースにおいて競争力を維持することができます。

市場力学：急速に進化するデータ分析市場の主要市場インサイトを公開

データ分析市場は、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、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
  • 事業運営と大量データ生成のための先端技術の採用拡大
  • 世界のIT・データベース産業の拡大
  • ビジネスクリティカルな意思決定分野におけるアプリケーションの増加
• 市場抑制要因
  • 高い投資コスト
• 市場機会
  • リアルタイムデータ分析、データ復旧、協調的ビジネスインテリジェンス
  • AIによる技術の向上
• 市場の課題
  • データ・セキュリティの問題

ポーターの5つの力：データ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：データ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、データ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。

市場シェア分析データ分析市場における競合情勢の把握

データ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・マトリックスデータ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、データ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。

戦略分析と推奨データ分析市場における成功への道筋を描く

データ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を得た上で意思決定できるよう、重要な質問にも答えています：

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
    • ビジネスオペレーションと大量データ生成のための先進技術の導入の増加
    • 世界中で拡大するITおよびデータベース業界
    • ビジネス上重要な意思決定領域におけるアプリケーションの増加
  • 抑制要因
    • 高い投資コスト
  • 機会
    • リアルタイムのデータ分析、データ復旧、共同ビジネスインテリジェンス
    • AIによる技術の向上
  • 課題
    • データセキュリティの問題
• 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 データ分析市場：タイプ別

• お客様
• 概要的
• 予測的
• 規範的

第7章 データ分析市場：ソリューション別

• データ管理
• データマイニング
• データ監視
• 詐欺とセキュリティインテリジェンス

第8章 データ分析市場：機能別

• 会計と財務分析
• HR分析
• マーケティング分析
• 運用分析
• セールス分析

第9章 データ分析市場：展開別

• クラウド
• オンプレミス

第10章 データ分析市場：組織規模別

• 大企業
• 中小企業

第11章 データ分析市場：用途別

• エンタープライズリソースプランニング、データベース管理
• 人事管理
• サプライチェーンマネジメント

第12章 データ分析市場：最終用途別

• BFSI
• エネルギーと電力
• ヘルスケア
• ITおよび通信
• 製造業
• メディアとエンターテイメント
• 小売・eコマース
• 運輸・物流

第13章 南北アメリカのデータ分析市場

• アルゼンチン
• ブラジル
• カナダ
• メキシコ
• 米国

第14章 アジア太平洋地域のデータ分析市場

• 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15章 欧州・中東・アフリカのデータ分析市場

• 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16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

• Alteryx, Inc
• Amazon Web Services, Inc.
• Datameer, Inc.
• Dell Inc.
• IBM Corporation
• Looker Data Sciences, Inc.
• Microsoft Corporation
• Mu Sigma
• Oracle Corporation
• SAP SE
• SAS Institute Inc.
• SiSense Inc
• Tableau Software, LLC.
• ThoughtSpot, Inc.
• Zoho Corporation Pvt. Ltd.

LIST OF FIGURES

• FIGURE 1. DATA ANALYTICS MARKET RESEARCH PROCESS
• FIGURE 2. DATA ANALYTICS MARKET SIZE, 2023 VS 2030
• FIGURE 3. GLOBAL DATA ANALYTICS MARKET SIZE, 2018-2030 (USD MILLION)
• FIGURE 4. GLOBAL DATA ANALYTICS MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 5. GLOBAL DATA ANALYTICS MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 6. GLOBAL DATA ANALYTICS MARKET SIZE, BY TYPE, 2023 VS 2030 (%)
• FIGURE 7. GLOBAL DATA ANALYTICS MARKET SIZE, BY TYPE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 8. GLOBAL DATA ANALYTICS MARKET SIZE, BY SOLUTION, 2023 VS 2030 (%)
• FIGURE 9. GLOBAL DATA ANALYTICS MARKET SIZE, BY SOLUTION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 10. GLOBAL DATA ANALYTICS MARKET SIZE, BY FUNCTION, 2023 VS 2030 (%)
• FIGURE 11. GLOBAL DATA ANALYTICS MARKET SIZE, BY FUNCTION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 12. GLOBAL DATA ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2023 VS 2030 (%)
• FIGURE 13. GLOBAL DATA ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 14. GLOBAL DATA ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2023 VS 2030 (%)
• FIGURE 15. GLOBAL DATA ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 16. GLOBAL DATA ANALYTICS MARKET SIZE, BY APPLICATION, 2023 VS 2030 (%)
• FIGURE 17. GLOBAL DATA ANALYTICS MARKET SIZE, BY APPLICATION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 18. GLOBAL DATA ANALYTICS MARKET SIZE, BY END USE, 2023 VS 2030 (%)
• FIGURE 19. GLOBAL DATA ANALYTICS MARKET SIZE, BY END USE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 20. AMERICAS DATA ANALYTICS MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 21. AMERICAS DATA ANALYTICS MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 22. UNITED STATES DATA ANALYTICS MARKET SIZE, BY STATE, 2023 VS 2030 (%)
• FIGURE 23. UNITED STATES DATA ANALYTICS MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 24. ASIA-PACIFIC DATA ANALYTICS MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 25. ASIA-PACIFIC DATA ANALYTICS MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 26. EUROPE, MIDDLE EAST & AFRICA DATA ANALYTICS MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 27. EUROPE, MIDDLE EAST & AFRICA DATA ANALYTICS MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 28. DATA ANALYTICS MARKET SHARE, BY KEY PLAYER, 2023
• FIGURE 29. DATA ANALYTICS MARKET, FPNV POSITIONING MATRIX, 2023

LIST OF TABLES

• TABLE 1. DATA ANALYTICS MARKET SEGMENTATION & COVERAGE
• TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
• TABLE 3. GLOBAL DATA ANALYTICS MARKET SIZE, 2018-2030 (USD MILLION)
• TABLE 4. GLOBAL DATA ANALYTICS MARKET SIZE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 5. GLOBAL DATA ANALYTICS MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 6. DATA ANALYTICS MARKET DYNAMICS
• TABLE 7. GLOBAL DATA ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 8. GLOBAL DATA ANALYTICS MARKET SIZE, BY CUSTOMER, BY REGION, 2018-2030 (USD MILLION)
• TABLE 9. GLOBAL DATA ANALYTICS MARKET SIZE, BY DESCRIPTIVE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 10. GLOBAL DATA ANALYTICS MARKET SIZE, BY PREDICTIVE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 11. GLOBAL DATA ANALYTICS MARKET SIZE, BY PRESCRIPTIVE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 12. GLOBAL DATA ANALYTICS MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 13. GLOBAL DATA ANALYTICS MARKET SIZE, BY DATA MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 14. GLOBAL DATA ANALYTICS MARKET SIZE, BY DATA MINING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 15. GLOBAL DATA ANALYTICS MARKET SIZE, BY DATA MONITORING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 16. GLOBAL DATA ANALYTICS MARKET SIZE, BY FRAUD & SECURITY INTELLIGENCE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 17. GLOBAL DATA ANALYTICS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 18. GLOBAL DATA ANALYTICS MARKET SIZE, BY ACCOUNTING & FINANCE ANALYTICS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 19. GLOBAL DATA ANALYTICS MARKET SIZE, BY HR ANALYTICS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 20. GLOBAL DATA ANALYTICS MARKET SIZE, BY MARKETING ANALYTICS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 21. GLOBAL DATA ANALYTICS MARKET SIZE, BY OPERATIONAL ANALYTICS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 22. GLOBAL DATA ANALYTICS MARKET SIZE, BY SALES ANALYTICS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 23. GLOBAL DATA ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 24. GLOBAL DATA ANALYTICS MARKET SIZE, BY CLOUD, BY REGION, 2018-2030 (USD MILLION)
• TABLE 25. GLOBAL DATA ANALYTICS MARKET SIZE, BY ON-PREMISES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 26. GLOBAL DATA ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 27. GLOBAL DATA ANALYTICS MARKET SIZE, BY LARGE ENTERPRISES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 28. GLOBAL DATA ANALYTICS MARKET SIZE, BY SMALL & MEDIUM ENTERPRISES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 29. GLOBAL DATA ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 30. GLOBAL DATA ANALYTICS MARKET SIZE, BY ENTERPRISE RESOURCE PLANNING, DATABASE MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 31. GLOBAL DATA ANALYTICS MARKET SIZE, BY HUMAN RESOURCE MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 32. GLOBAL DATA ANALYTICS MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 33. GLOBAL DATA ANALYTICS MARKET SIZE, BY END USE, 2018-2030 (USD MILLION)
• TABLE 34. GLOBAL DATA ANALYTICS MARKET SIZE, BY BFSI, BY REGION, 2018-2030 (USD MILLION)
• TABLE 35. GLOBAL DATA ANALYTICS MARKET SIZE, BY ENERGY & POWER, BY REGION, 2018-2030 (USD MILLION)
• TABLE 36. GLOBAL DATA ANALYTICS MARKET SIZE, BY HEALTHCARE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 37. GLOBAL DATA ANALYTICS MARKET SIZE, BY IT & TELECOM, BY REGION, 2018-2030 (USD MILLION)
• TABLE 38. GLOBAL DATA ANALYTICS MARKET SIZE, BY MANUFACTURING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 39. GLOBAL DATA ANALYTICS MARKET SIZE, BY MEDIA & ENTERTAINMENT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 40. GLOBAL DATA ANALYTICS MARKET SIZE, BY RETAIL & E-COMMERCE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 41. GLOBAL DATA ANALYTICS MARKET SIZE, BY TRANSPORT & LOGISTICS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 42. AMERICAS DATA ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 43. AMERICAS DATA ANALYTICS MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 44. AMERICAS DATA ANALYTICS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 45. AMERICAS DATA ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 46. AMERICAS DATA ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 47. AMERICAS DATA ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 48. AMERICAS DATA ANALYTICS MARKET SIZE, BY END USE, 2018-2030 (USD MILLION)
• TABLE 49. AMERICAS DATA ANALYTICS MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 50. ARGENTINA DATA ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 51. ARGENTINA DATA ANALYTICS MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 52. ARGENTINA DATA ANALYTICS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 53. ARGENTINA DATA ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 54. ARGENTINA DATA ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 55. ARGENTINA DATA ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 56. ARGENTINA DATA ANALYTICS MARKET SIZE, BY END USE, 2018-2030 (USD MILLION)
• TABLE 57. BRAZIL DATA ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 58. BRAZIL DATA ANALYTICS MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 59. BRAZIL DATA ANALYTICS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 60. BRAZIL DATA ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 61. BRAZIL DATA ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 62. BRAZIL DATA ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 63. BRAZIL DATA ANALYTICS MARKET SIZE, BY END USE, 2018-2030 (USD MILLION)
• TABLE 64. CANADA DATA ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 65. CANADA DATA ANALYTICS MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 66. CANADA DATA ANALYTICS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 67. CANADA DATA ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 68. CANADA DATA ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 69. CANADA DATA ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 70. CANADA DATA ANALYTICS MARKET SIZE, BY END USE, 2018-2030 (USD MILLION)
• TABLE 71. MEXICO DATA ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 72. MEXICO DATA ANALYTICS MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 73. MEXICO DATA ANALYTICS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 74. MEXICO DATA ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 75. MEXICO DATA ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 76. MEXICO DATA ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 77. MEXICO DATA ANALYTICS MARKET SIZE, BY END USE, 2018-2030 (USD MILLION)
• TABLE 78. UNITED STATES DATA ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 79. UNITED STATES DATA ANALYTICS MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 80. UNITED STATES DATA ANALYTICS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 81. UNITED STATES DATA ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 82. UNITED STATES DATA ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 83. UNITED STATES DATA ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 84. UNITED STATES DATA ANALYTICS MARKET SIZE, BY END USE, 2018-2030 (USD MILLION)
• TABLE 85. UNITED STATES DATA ANALYTICS MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
• TABLE 86. ASIA-PACIFIC DATA ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 87. ASIA-PACIFIC DATA ANALYTICS MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 88. ASIA-PACIFIC DATA ANALYTICS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 89. ASIA-PACIFIC DATA ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 90. ASIA-PACIFIC DATA ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 91. ASIA-PACIFIC DATA ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 92. ASIA-PACIFIC DATA ANALYTICS MARKET SIZE, BY END USE, 2018-2030 (USD MILLION)
• TABLE 93. ASIA-PACIFIC DATA ANALYTICS MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 94. AUSTRALIA DATA ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 95. AUSTRALIA DATA ANALYTICS MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 96. AUSTRALIA DATA ANALYTICS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 97. AUSTRALIA DATA ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 98. AUSTRALIA DATA ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 99. AUSTRALIA DATA ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 100. AUSTRALIA DATA ANALYTICS MARKET SIZE, BY END USE, 2018-2030 (USD MILLION)
• TABLE 101. CHINA DATA ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 102. CHINA DATA ANALYTICS MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 103. CHINA DATA ANALYTICS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 104. CHINA DATA ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 105. CHINA DATA ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 106. CHINA DATA ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 107. CHINA DATA ANALYTICS MARKET SIZE, BY END USE, 2018-2030 (USD MILLION)
• TABLE 108. INDIA DATA ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 109. INDIA DATA ANALYTICS MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 110. INDIA DATA ANALYTICS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 111. INDIA DATA ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 112. INDIA DATA ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 113. INDIA DATA ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 114. INDIA DATA ANALYTICS MARKET SIZE, BY END USE, 2018-2030 (USD MILLION)
• TABLE 115. INDONESIA DATA ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 116. INDONESIA DATA ANALYTICS MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 117. INDONESIA DATA ANALYTICS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 118. INDONESIA DATA ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 119. INDONESIA DATA ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 120. INDONESIA DATA ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 121. INDONESIA DATA ANALYTICS MARKET SIZE, BY END USE, 2018-2030 (USD MILLION)
• TABLE 122. JAPAN DATA ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 123. JAPAN DATA ANALYTICS MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 124. JAPAN DATA ANALYTICS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 125. JAPAN DATA ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 126. JAPAN DATA ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 127. JAPAN DATA ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 128. JAPAN DATA ANALYTICS MARKET SIZE, BY END USE, 2018-2030 (USD MILLION)
• TABLE 129. MALAYSIA DATA ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 130. MALAYSIA DATA ANALYTICS MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 131. MALAYSIA DATA ANALYTICS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 132. MALAYSIA DATA ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 133. MALAYSIA DATA ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 134. MALAYSIA DATA ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 135. MALAYSIA DATA ANALYTICS MARKET SIZE, BY END USE, 2018-2030 (USD MILLION)
• TABLE 136. PHILIPPINES DATA ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 137. PHILIPPINES DATA ANALYTICS MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 138. PHILIPPINES DATA ANALYTICS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 139. PHILIPPINES DATA ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 140. PHILIPPINES DATA ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 141. PHILIPPINES DATA ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 142. PHILIPPINES DATA ANALYTICS MARKET SIZE, BY END USE, 2018-2030 (USD MILLION)
• TABLE 143. SINGAPORE DATA ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 144. SINGAPORE DATA ANALYTICS MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 145. SINGAPORE DATA ANALYTICS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 146. SINGAPORE DATA ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 147. SINGAPORE DATA ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 148. SINGAPORE DATA ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 149. SINGAPORE DATA ANALYTICS MARKET SIZE, BY END USE, 2018-2030 (USD MILLION)
• TABLE 150. SOUTH KOREA DATA ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 151. SOUTH KOREA DATA ANALYTICS MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 152. SOUTH KOREA DATA ANALYTICS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 153. SOUTH KOREA DATA ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 154. SOUTH KOREA DATA ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 155. SOUTH KOREA DATA ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 156. SOUTH KOREA DATA ANALYTICS MARKET SIZE, BY END USE, 2018-2030 (USD MILLION)
• TABLE 157. TAIWAN DATA ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 158. TAIWAN DATA ANALYTICS MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 159. TAIWAN DATA ANALYTICS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 160. TAIWAN DATA ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 161. TAIWAN DATA ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 162. TAIWAN DATA ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 163. TAIWAN DATA ANALYTICS MARKET SIZE, BY END USE, 2018-2030 (USD MILLION)
• TABLE 164. THAILAND DATA ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 165. THAILAND DATA ANALYTICS MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 166. THAILAND DATA ANALYTICS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 167. THAILAND DATA ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 168. THAILAND DATA ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 169. THAILAND DATA ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 170. THAILAND DATA ANALYTICS MARKET SIZE, BY END USE, 2018-2030 (USD MILLION)
• TABLE 171. VIETNAM DATA ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 172. VIETNAM DATA ANALYTICS MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 173. VIETNAM DATA ANALYTICS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 174. VIETNAM DATA ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 175. VIETNAM DATA ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 176. VIETNAM DATA ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 177. VIETNAM DATA ANALYTICS MARKET SIZE, BY END USE, 2018-2030 (USD MILLION)
• TABLE 178. EUROPE, MIDDLE EAST & AFRICA DATA ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 179. EUROPE, MIDDLE EAST & AFRICA DATA ANALYTICS MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 180. EUROPE, MIDDLE EAST & AFRICA DATA ANALYTICS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 181. EUROPE, MIDDLE EAST & AFRICA DATA ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 182. EUROPE, MIDDLE EAST & AFRICA DATA ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 183. EUROPE, MIDDLE EAST & AFRICA DATA ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 184. EUROPE, MIDDLE EAST & AFRICA DATA ANALYTICS MARKET SIZE, BY END USE, 2018-2030 (USD MILLION)
• TABLE 185. EUROPE, MIDDLE EAST & AFRICA DATA ANALYTICS MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 186. DENMARK DATA ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 187. DENMARK DATA ANALYTICS MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 188. DENMARK DATA ANALYTICS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 189. DENMARK DATA ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 190. DENMARK DATA ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 191. DENMARK DATA ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 192. DENMARK DATA ANALYTICS MARKET SIZE, BY END USE, 2018-2030 (USD MILLION)
• TABLE 193. EGYPT DATA ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 194. EGYPT DATA ANALYTICS MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 195. EGYPT DATA ANALYTICS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 196. EGYPT DATA ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 197. EGYPT DATA ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 198. EGYPT DATA ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 199. EGYPT DATA ANALYTICS MARKET SIZE, BY END USE, 2018-2030 (USD MILLION)
• TABLE 200. FINLAND DATA ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 201. FINLAND DATA ANALYTICS MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 202. FINLAND DATA ANALYTICS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 203. FINLAND DATA ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 204. FINLAND DATA ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 205. FINLAND DATA ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 206. FINLAND DATA ANALYTICS MARKET SIZE, BY END USE, 2018-2030 (USD MILLION)
• TABLE 207. FRANCE DATA ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 208. FRANCE DATA ANALYTICS MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 209. FRANCE DATA ANALYTICS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 210. FRANCE DATA ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 211. FRANCE DATA ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 212. FRANCE DATA ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 213. FRANCE DATA ANALYTICS MARKET SIZE, BY END USE, 2018-2030 (USD MILLION)
• TABLE 214. GERMANY DATA ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 215. GERMANY DATA ANALYTICS MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 216. GERMANY DATA ANALYTICS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 217. GERMANY DATA ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 218. GERMANY DATA ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 219. GERMANY DATA ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 220. GERMANY DATA ANALYTICS MARKET SIZE, BY END USE, 2018-2030 (USD MILLION)
• TABLE 221. ISRAEL DATA ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 222. ISRAEL DATA ANALYTICS MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 223. ISRAEL DATA ANALYTICS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 224. ISRAEL DATA ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 225. ISRAEL DATA ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 226. ISRAEL DATA ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 227. ISRAEL DATA ANALYTICS MARKET SIZE, BY END USE, 2018-2030 (USD MILLION)
• TABLE 228. ITALY DATA ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 229. ITALY DATA ANALYTICS MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 230. ITALY DATA ANALYTICS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 231. ITALY DATA ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 232. ITALY DATA ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 233. ITALY DATA ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 234. ITALY DATA ANALYTICS MARKET SIZE, BY END USE, 2018-2030 (USD MILLION)
• TABLE 235. NETHERLANDS DATA ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 236. NETHERLANDS DATA ANALYTICS MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 237. NETHERLANDS DATA ANALYTICS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 238. NETHERLANDS DATA ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 239. NETHERLANDS DATA ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 240. NETHERLANDS DATA ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 241. NETHERLANDS DATA ANALYTICS MARKET SIZE, BY END USE, 2018-2030 (USD MILLION)
• TABLE 242. NIGERIA DATA ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 243. NIGERIA DATA ANALYTICS MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 244. NIGERIA DATA ANALYTICS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 245. NIGERIA DATA ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 246. NIGERIA DATA ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 247. NIGERIA DATA ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 248. NIGERIA DATA ANALYTICS MARKET SIZE, BY END USE, 2018-2030 (USD MILLION)
• TABLE 249. NORWAY DATA ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 250. NORWAY DATA ANALYTICS MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 251. NORWAY DATA ANALYTICS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 252. NORWAY DATA ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 253. NORWAY DATA ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 254. NORWAY DATA ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 255. NORWAY DATA ANALYTICS MARKET SIZE, BY END USE, 2018-2030 (USD MILLION)
• TABLE 256. POLAND DATA ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 257. POLAND DATA ANALYTICS MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 258. POLAND DATA ANALYTICS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 259. POLAND DATA ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 260. POLAND DATA ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 261. POLAND DATA ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 262. POLAND DATA ANALYTICS MARKET SIZE, BY END USE, 2018-2030 (USD MILLION)
• TABLE 263. QATAR DATA ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 264. QATAR DATA ANALYTICS MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 265. QATAR DATA ANALYTICS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 266. QATAR DATA ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 267. QATAR DATA ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 268. QATAR DATA ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 269. QATAR DATA ANALYTICS MARKET SIZE, BY END USE, 2018-2030 (USD MILLION)
• TABLE 270. RUSSIA DATA ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 271. RUSSIA DATA ANALYTICS MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 272. RUSSIA DATA ANALYTICS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 273. RUSSIA DATA ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 274. RUSSIA DATA ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 275. RUSSIA DATA ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 276. RUSSIA DATA ANALYTICS MARKET SIZE, BY END USE, 2018-2030 (USD MILLION)
• TABLE 277. SAUDI ARABIA DATA ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 278. SAUDI ARABIA DATA ANALYTICS MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 279. SAUDI ARABIA DATA ANALYTICS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 280. SAUDI ARABIA DATA ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 281. SAUDI ARABIA DATA ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 282. SAUDI ARABIA DATA ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 283. SAUDI ARABIA DATA ANALYTICS MARKET SIZE, BY END USE, 2018-2030 (USD MILLION)
• TABLE 284. SOUTH AFRICA DATA ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 285. SOUTH AFRICA DATA ANALYTICS MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 286. SOUTH AFRICA DATA ANALYTICS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 287. SOUTH AFRICA DATA ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 288. SOUTH AFRICA DATA ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 289. SOUTH AFRICA DATA ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 290. SOUTH AFRICA DATA ANALYTICS MARKET SIZE, BY END USE, 2018-2030 (USD MILLION)
• TABLE 291. SPAIN DATA ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 292. SPAIN DATA ANALYTICS MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 293. SPAIN DATA ANALYTICS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 294. SPAIN DATA ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 295. SPAIN DATA ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 296. SPAIN DATA ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 297. SPAIN DATA ANALYTICS MARKET SIZE, BY END USE, 2018-2030 (USD MILLION)
• TABLE 298. SWEDEN DATA ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 299. SWEDEN DATA ANALYTICS MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 300. SWEDEN DATA ANALYTICS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 301. SWEDEN DATA ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 302. SWEDEN DATA ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 303. SWEDEN DATA ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 304. SWEDEN DATA ANALYTICS MARKET SIZE, BY END USE, 2018-2030 (USD MILLION)
• TABLE 305. SWITZERLAND DATA ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 306. SWITZERLAND DATA ANALYTICS MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 307. SWITZERLAND DATA ANALYTICS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 308. SWITZERLAND DATA ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 309. SWITZERLAND DATA ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 310. SWITZERLAND DATA ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 311. SWITZERLAND DATA ANALYTICS MARKET SIZE, BY END USE, 2018-2030 (USD MILLION)
• TABLE 312. TURKEY DATA ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 313. TURKEY DATA ANALYTICS MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 314. TURKEY DATA ANALYTICS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 315. TURKEY DATA ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 316. TURKEY DATA ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 317. TURKEY DATA ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 318. TURKEY DATA ANALYTICS MARKET SIZE, BY END USE, 2018-2030 (USD MILLION)
• TABLE 319. UNITED ARAB EMIRATES DATA ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 320. UNITED ARAB EMIRATES DATA ANALYTICS MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 321. UNITED ARAB EMIRATES DATA ANALYTICS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 322. UNITED ARAB EMIRATES DATA ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 323. UNITED ARAB EMIRATES DATA ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 324. UNITED ARAB EMIRATES DATA ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 325. UNITED ARAB EMIRATES DATA ANALYTICS MARKET SIZE, BY END USE, 2018-2030 (USD MILLION)
• TABLE 326. UNITED KINGDOM DATA ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 327. UNITED KINGDOM DATA ANALYTICS MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 328. UNITED KINGDOM DATA ANALYTICS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 329. UNITED KINGDOM DATA ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 330. UNITED KINGDOM DATA ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 331. UNITED KINGDOM DATA ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 332. UNITED KINGDOM DATA ANALYTICS MARKET SIZE, BY END USE, 2018-2030 (USD MILLION)
• TABLE 333. DATA ANALYTICS MARKET SHARE, BY KEY PLAYER, 2023
• TABLE 334. DATA ANALYTICS MARKET, FPNV POSITIONING MATRIX, 2023

The Data Analytics Market was valued at USD 48.85 billion in 2023, expected to reach USD 57.93 billion in 2024, and is projected to grow at a CAGR of 18.68%, to USD 162.03 billion by 2030.

The scope and definition of data analytics involve analyzing raw data to derive meaningful insights, which drive informed business decisions. Necessity for data analytics arises from the need to enhance decision-making processes, optimize operations, and achieve competitive advantage. Its applications span across various industries including finance, healthcare, retail, and manufacturing, with end-use scopes ranging from predictive customer insights to operational efficiency improvements. Market insights indicate a robust growth trajectory, fueled by increasing data volumes, advancements in IoT, and the incorporation of AI and machine learning. The need to understand consumer behavior and streamline decision-making processes are key influencing growth factors. Current opportunities lie in the integration of big data analytics, real-time processing, and cloud-based solutions, with potential to capture these by investing in AI-powered platforms and recruitment of skilled data analysts. However, market growth is not without challenges; data privacy concerns, high implementation costs, and skill shortages in the workforce present significant hurdles. Additionally, ensuring data quality and managing disparate data sources can be limiting factors. Innovations in edge computing, natural language processing, and automated machine learning present pathways for business growth. Business leaders should focus on these areas to develop cutting-edge solutions and enhance analytical capabilities. The nature of the market is dynamic and highly competitive, demanding continuous evolution and adaptation to new technologies. Staying ahead of market trends, particularly those related to AI and machine learning advancements, is paramount. Encouraging research in the development of new data integration tools and fostering partnerships with technology providers can facilitate innovation. By embracing these opportunities and navigating existing challenges, businesses can harness the full potential of data analytics to drive growth and maintain a competitive edge in the rapidly evolving marketplace.

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

The Data 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
  • Growth in adoption of advanced technologies for business operations and high data volume generation
  • Expanding IT & database industry worldwide
  • Increasing applications in business-critical decision areas
• Market Restraints
  • High investment cost
• Market Opportunities
  • Real-time data analytics, data recovery, and collaborative business intelligence
  • Improving technology with AI
• Market Challenges
  • Data security issues

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

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

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

A detailed market share analysis in the Data 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 Data Analytics Market

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

A strategic analysis of the Data 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 Data Analytics Market, highlighting leading vendors and their innovative profiles. These include Alteryx, Inc, Amazon Web Services, Inc., Datameer, Inc., Dell Inc., IBM Corporation, Looker Data Sciences, Inc., Microsoft Corporation, Mu Sigma, Oracle Corporation, SAP SE, SAS Institute Inc., SiSense Inc, Tableau Software, LLC., ThoughtSpot, Inc., and Zoho Corporation Pvt. Ltd..

Market Segmentation & Coverage

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

• Based on Type, market is studied across Customer, Descriptive, Predictive, and Prescriptive.
• Based on Solution, market is studied across Data Management, Data Mining, Data Monitoring, and Fraud & Security Intelligence.
• Based on Function, market is studied across Accounting & Finance Analytics, HR Analytics, Marketing Analytics, Operational Analytics, and Sales Analytics.
• Based on Deployment, market is studied across Cloud and On-Premises.
• Based on Organization Size, market is studied across Large Enterprises and Small & Medium Enterprises.
• Based on Application, market is studied across Enterprise Resource Planning, Database Management, Human Resource Management, and Supply Chain Management.
• Based on End Use, market is studied across BFSI, Energy & Power, Healthcare, IT & Telecom, Manufacturing, Media & Entertainment, Retail & E-Commerce, and Transport & 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. Growth in adoption of advanced technologies for business operations and high data volume generation
    • 5.1.1.2. Expanding IT & database industry worldwide
    • 5.1.1.3. Increasing applications in business-critical decision areas
  • 5.1.2. Restraints
    • 5.1.2.1. High investment cost
  • 5.1.3. Opportunities
    • 5.1.3.1. Real-time data analytics, data recovery, and collaborative business intelligence
    • 5.1.3.2. Improving technology with AI
  • 5.1.4. Challenges
    • 5.1.4.1. Data security issues
• 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. Data Analytics Market, by Type

• 6.1. Introduction
• 6.2. Customer
• 6.3. Descriptive
• 6.4. Predictive
• 6.5. Prescriptive

7. Data Analytics Market, by Solution

• 7.1. Introduction
• 7.2. Data Management
• 7.3. Data Mining
• 7.4. Data Monitoring
• 7.5. Fraud & Security Intelligence

8. Data Analytics Market, by Function

• 8.1. Introduction
• 8.2. Accounting & Finance Analytics
• 8.3. HR Analytics
• 8.4. Marketing Analytics
• 8.5. Operational Analytics
• 8.6. Sales Analytics

9. Data Analytics Market, by Deployment

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

10. Data Analytics Market, by Organization Size

• 10.1. Introduction
• 10.2. Large Enterprises
• 10.3. Small & Medium Enterprises

11. Data Analytics Market, by Application

• 11.1. Introduction
• 11.2. Enterprise Resource Planning, Database Management
• 11.3. Human Resource Management
• 11.4. Supply Chain Management

12. Data Analytics Market, by End Use

• 12.1. Introduction
• 12.2. BFSI
• 12.3. Energy & Power
• 12.4. Healthcare
• 12.5. IT & Telecom
• 12.6. Manufacturing
• 12.7. Media & Entertainment
• 12.8. Retail & E-Commerce
• 12.9. Transport & Logistics

13. Americas Data Analytics Market

• 13.1. Introduction
• 13.2. Argentina
• 13.3. Brazil
• 13.4. Canada
• 13.5. Mexico
• 13.6. United States

14. Asia-Pacific Data Analytics Market

• 14.1. Introduction
• 14.2. Australia
• 14.3. China
• 14.4. India
• 14.5. Indonesia
• 14.6. Japan
• 14.7. Malaysia
• 14.8. Philippines
• 14.9. Singapore
• 14.10. South Korea
• 14.11. Taiwan
• 14.12. Thailand
• 14.13. Vietnam

15. Europe, Middle East & Africa Data Analytics Market

• 15.1. Introduction
• 15.2. Denmark
• 15.3. Egypt
• 15.4. Finland
• 15.5. France
• 15.6. Germany
• 15.7. Israel
• 15.8. Italy
• 15.9. Netherlands
• 15.10. Nigeria
• 15.11. Norway
• 15.12. Poland
• 15.13. Qatar
• 15.14. Russia
• 15.15. Saudi Arabia
• 15.16. South Africa
• 15.17. Spain
• 15.18. Sweden
• 15.19. Switzerland
• 15.20. Turkey
• 15.21. United Arab Emirates
• 15.22. United Kingdom

16. Competitive Landscape

• 16.1. Market Share Analysis, 2023
• 16.2. FPNV Positioning Matrix, 2023
• 16.3. Competitive Scenario Analysis
• 16.4. Strategy Analysis & Recommendation

Companies Mentioned

• 1. Alteryx, Inc
• 2. Amazon Web Services, Inc.
• 3. Datameer, Inc.
• 4. Dell Inc.
• 5. IBM Corporation
• 6. Looker Data Sciences, Inc.
• 7. Microsoft Corporation
• 8. Mu Sigma
• 9. Oracle Corporation
• 10. SAP SE
• 11. SAS Institute Inc.
• 12. SiSense Inc
• 13. Tableau Software, LLC.
• 14. ThoughtSpot, Inc.
• 15. Zoho Corporation Pvt. Ltd.