データマイニングツールの世界市場：コンポーネント、ビジネス機能、展開タイプ、組織規模、エンドユーザー別-2025-2030年予測

データマイニングツール市場の2023年の市場規模は9億2,535万米ドルで、2024年には10億1,973万米ドルに達すると予測され、CAGR 10.74%で成長し、2030年には18億9,070万米ドルに達すると予測されています。

データマイニングツールは、膨大なデータセットから貴重な知見を抽出し、様々な業界において情報に基づいた意思決定を促進する上で極めて重要です。これらのツールは、アルゴリズムや統計技術を適用してデータ内のパターン、異常、関係を検出し、消費者行動、業務効率、市場動向の包括的な理解を提供します。データマイニングツールの必要性は、データ量の急激な増加と、実用的な考察によって得られる競合優位性によってもたらされます。その用途は小売、金融、ヘルスケア、通信などの分野に及び、顧客セグメンテーション、不正検知、リスク管理、パーソナライズされたマーケティングなどに利用されています。エンドユーザー企業はこれらのツールを活用することで、生産性の向上、効果的な戦略立案、収益源の拡大を実現しています。

市場成長は、AIや機械学習のような技術的進歩によって推進され、データマイニングツールの予測能力と精度を高めています。ビッグデータ技術とクラウドコンピューティングの統合は、スケーラブルで費用対効果の高いソリューションを提供し、採用をさらに促進します。主な影響要因としては、データ主導の意思決定の重要性の高まり、ビジネス・インテリジェンス・ソリューションに対する需要の増加などが挙げられます。特定の業界のニーズに対応するためのツールのカスタマイズや、組織内のデータ分析能力を民主化するユーザーフレンドリーなインターフェースの開発には機会があふれています。しかし、データプライバシーへの懸念、導入コストの高さ、熟練人材の不足といった課題が、市場拡大の制約となっています。

研究が熟している革新的な分野には、非構造化データを分析するためのディープラーニングや自然言語処理を組み込んだツールの開発や、瞬時に洞察を提供するリアルタイムデータ処理機能などがあります。これらのイノベーションは、医療記録や画像データの分析によって診断や治療の効果を高めることができるヘルスケアなどの分野において、より高い精度と幅広い適用性をもたらす可能性があります。市場は、急速な技術革新、競争の激化、法規制への懸念の高まりを特徴としながら進化を続けています。企業は、データマイニングツールの可能性を最大限に活用するために、スキル開発への投資、協力関係の促進、データプライバシー基準の遵守を優先することが推奨されます。

市場力学：急速に進化するデータマイニングツール市場の主要な市場インサイトの解明

データマイニングツール市場は、需要と供給のダイナミックな相互作用によって変貌を遂げています。このような市場力学の進化を理解することで、企業は十分な情報に基づいた投資決定、戦略的決定の精緻化、そして新たなビジネスチャンスの獲得に備えることができます。これらの動向を包括的に把握することで、企業は政治的、地理的、技術的、社会的、経済的な領域にわたる様々なリスクを軽減することができるとともに、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
  • 企業全体で生成されるデータ量の増加
  • 組織全体におけるデータ主導の意思決定戦略の台頭
  • クラウドコンピューティングサービスの拡大と予測分析に対する需要の増加
• 市場抑制要因
  • データマイニングツールに関連する精度と高コストの問題
• 市場機会
  • 次世代のデータマイニングツール高度分析ソリューションの出現
  • ビッグデータ分析と人工知能の採用拡大
• 市場の課題
  • データのセキュリティとプライバシーに関する懸念

ポーターのファイブフォース：データマイニングツール市場をナビゲートする戦略ツール

ポーターのファイブフォースフレームワークは、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で、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：データマイニングツール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、データマイニングツール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マイニングツール市場における競合情勢の把握

データマイニングツール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マイニングツール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、データマイニングツール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マイニングツール市場における成功への道筋を描く

データマイニングツール市場の戦略分析は、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
    • 企業全体で生成されるデータ量の増加
    • 組織全体でデータ主導の意思決定戦略が増加
    • クラウドコンピューティングサービスの拡大と予測分析の需要増加
  • 抑制要因
    • データマイニングツールに関連する精度と高コストの問題
  • 機会
    • 次世代のデータマイニングツール高度な分析ソリューションの出現
    • ビッグデータ分析と人工知能の導入拡大
  • 課題
    • データのセキュリティとプライバシーに関する懸念
• 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 データマイニングツール市場：コンポーネント別

• サービス
  • マネージドサービス
  • プロフェッショナルサービス
• ソフトウェア

第7章 データマイニングツール市場業務機能別

• ファイナンス
• マーケティング
• オペレーション
• サプライチェーンと物流

第8章 データマイニングツール市場：展開タイプ別

• クラウド
• オンプレミス

第9章 データマイニングツール市場：組織規模別

• 大企業
• 中小企業

第10章 データマイニングツール市場：エンドユーザー別

• BFSI
• エネルギー・公益事業
• 政府と防衛
• ヘルスケアとライフサイエンス
• 製造業
• 小売り
• 通信・IT

第11章 南北アメリカのデータマイニングツール市場

• アルゼンチン
• ブラジル
• カナダ
• メキシコ
• 米国

第12章 アジア太平洋地域のデータマイニングツール市場

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

第13章 欧州・中東・アフリカのデータマイニングツール市場

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

第14章 競合情勢

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

企業一覧

• Aimleap Private Limited
• Altair Engineering Inc
• Alteryx, Inc.
• ChapsVision Group
• Crawlbase
• H2O.ai, Inc.
• IBM Corporation
• Indigo DQM
• KNIME GmbH
• mindzie, inc.
• Mozenda, Inc.
• NCR Corporation
• Octopus Data Inc.
• Oracle Corporation
• Orange S.A.
• QlikTech International AB
• SAS Institute Inc.
• Sisense Ltd.
• TIBCO by Cloud Software Group, Inc.
• Togaware Pty Ltd.
• vPhrase Analytics Solutions Private Limited
• Weka.io, Inc.
• Wolfram Research, Inc.

LIST OF FIGURES

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

LIST OF TABLES

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

The Data Mining Tools Market was valued at USD 925.35 million in 2023, expected to reach USD 1,019.73 million in 2024, and is projected to grow at a CAGR of 10.74%, to USD 1,890.70 million by 2030.

Data mining tools are pivotal in extracting valuable insights from vast datasets, facilitating informed decision-making across various industries. These tools apply algorithms and statistical techniques to detect patterns, anomalies, and relationships within data, providing a comprehensive understanding of consumer behavior, operational efficiencies, and market trends. The necessity for data mining tools is driven by the exponential growth of data volumes and the competitive advantage gained through actionable insights. Their application spans sectors such as retail, finance, healthcare, and telecommunications, where they are used for customer segmentation, fraud detection, risk management, and personalized marketing. End-use businesses leverage these tools to enhance productivity, strategize effectively, and increase revenue streams.

Market growth is propelled by technological advancements like AI and machine learning, which enhance the predictive capability and accuracy of data mining tools. The integration of big data technologies and cloud computing offers scalable and cost-effective solutions, further driving adoption. Key influencing factors include the rising importance of data-driven decision-making and increased demand for business intelligence solutions. Opportunities abound in the customization of tools to cater to specific industry needs and the development of user-friendly interfaces that democratize data analysis capabilities within organizations. However, challenges such as data privacy concerns, high costs of implementation, and a scarcity of skilled personnel pose limitations to market expansion.

Innovative areas ripe for research include the development of tools that incorporate deep learning and natural language processing to analyze unstructured data, as well as real-time data processing capabilities to provide instant insights. These innovations could lead to greater precision and broader applicability in sectors like healthcare, where the analysis of medical records and imaging data can enhance diagnostic and treatment efficacy. The market continues to evolve with a nature characterized by rapid technological change, growing competition, and increasing regulatory concerns. Firms are advised to invest in skill development, foster collaborations, and prioritize compliance with governing data privacy standards to leverage the full potential of data mining tools.

Market Dynamics: Unveiling Key Market Insights in the Rapidly Evolving Data Mining Tools Market

The Data Mining Tools 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 volume of data generated across enterprises
  • Rise in data-driven decision making strategies across organizations
  • Expanion of cloud computing services and increasing demand for predictive analytics
• Market Restraints
  • Issues of accuracy and high costs associated with data mining tools
• Market Opportunities
  • Emergence of next-generation data mining tools advanced analytics solutions
  • Growing adoption of big data analytics and artificial intelligence
• Market Challenges
  • Concerns associated with data security and privacy

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

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

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

A detailed market share analysis in the Data Mining Tools 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 Mining Tools Market

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

A strategic analysis of the Data Mining Tools 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 Mining Tools Market, highlighting leading vendors and their innovative profiles. These include Aimleap Private Limited, Altair Engineering Inc, Alteryx, Inc., ChapsVision Group, Crawlbase, H2O.ai, Inc., IBM Corporation, Indigo DQM, KNIME GmbH, mindzie, inc., Mozenda, Inc., NCR Corporation, Octopus Data Inc., Oracle Corporation, Orange S.A., QlikTech International AB, SAS Institute Inc., Sisense Ltd., TIBCO by Cloud Software Group, Inc., Togaware Pty Ltd., vPhrase Analytics Solutions Private Limited, Weka.io, Inc., and Wolfram Research, Inc..

Market Segmentation & Coverage

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

• Based on Component, market is studied across Services and Software. The Services is further studied across Managed Services and Professional Services.
• Based on Business Function, market is studied across Finance, Marketing, Operations, and Supply Chain & Logistics.
• Based on Deployment Type, market is studied across Cloud and On-Premises.
• Based on Organization Size, market is studied across Large Enterprises and Small & Medium-Sized Enterprises.
• Based on End-User, market is studied across BFSI, Energy & Utilities, Government & Defense, Healthcare & Life Sciences, Manufacturing, Retail, and Telecommunication & IT.
• 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 volume of data generated across enterprises
    • 5.1.1.2. Rise in data-driven decision making strategies across organizations
    • 5.1.1.3. Expanion of cloud computing services and increasing demand for predictive analytics
  • 5.1.2. Restraints
    • 5.1.2.1. Issues of accuracy and high costs associated with data mining tools
  • 5.1.3. Opportunities
    • 5.1.3.1. Emergence of next-generation data mining tools advanced analytics solutions
    • 5.1.3.2. Growing adoption of big data analytics and artificial intelligence
  • 5.1.4. Challenges
    • 5.1.4.1. Concerns associated with data security and privacy
• 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 Mining Tools Market, by Component

• 6.1. Introduction
• 6.2. Services
  • 6.2.1. Managed Services
  • 6.2.2. Professional Services
• 6.3. Software

7. Data Mining Tools Market, by Business Function

• 7.1. Introduction
• 7.2. Finance
• 7.3. Marketing
• 7.4. Operations
• 7.5. Supply Chain & Logistics

8. Data Mining Tools Market, by Deployment Type

• 8.1. Introduction
• 8.2. Cloud
• 8.3. On-Premises

9. Data Mining Tools Market, by Organization Size

• 9.1. Introduction
• 9.2. Large Enterprises
• 9.3. Small & Medium-Sized Enterprises

10. Data Mining Tools Market, by End-User

• 10.1. Introduction
• 10.2. BFSI
• 10.3. Energy & Utilities
• 10.4. Government & Defense
• 10.5. Healthcare & Life Sciences
• 10.6. Manufacturing
• 10.7. Retail
• 10.8. Telecommunication & IT

11. Americas Data Mining Tools Market

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

12. Asia-Pacific Data Mining Tools Market

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

13. Europe, Middle East & Africa Data Mining Tools Market

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

14. Competitive Landscape

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

Companies Mentioned

• 1. Aimleap Private Limited
• 2. Altair Engineering Inc
• 3. Alteryx, Inc.
• 4. ChapsVision Group
• 5. Crawlbase
• 6. H2O.ai, Inc.
• 7. IBM Corporation
• 8. Indigo DQM
• 9. KNIME GmbH
• 10. mindzie, inc.
• 11. Mozenda, Inc.
• 12. NCR Corporation
• 13. Octopus Data Inc.
• 14. Oracle Corporation
• 15. Orange S.A.
• 16. QlikTech International AB
• 17. SAS Institute Inc.
• 18. Sisense Ltd.
• 19. TIBCO by Cloud Software Group, Inc.
• 20. Togaware Pty Ltd.
• 21. vPhrase Analytics Solutions Private Limited
• 22. Weka.io, Inc.
• 23. Wolfram Research, Inc.