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データマイニングツールの世界市場規模、シェア、産業動向分析レポート：コンポーネント別、用途別、企業規模別、展開タイプ別、最終用途別、地域別展望および予測、2023年～2030年

Global Data Mining Tools Market Size, Share & Industry Trends Analysis Report By Component, By Application, By Enterprise Size, By Deployment Type (On premise, and Cloud), By End-use, By Regional Outlook and Forecast, 2023 - 2030
出版日: | 発行: KBV Research | ページ情報: 英文 339 Pages | 納期: 即納可能 即納可能とは

価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=157.14円
データマイニングツールの世界市場規模、シェア、産業動向分析レポート：コンポーネント別、用途別、企業規模別、展開タイプ別、最終用途別、地域別展望および予測、2023年～2030年
出版日: 2023年08月31日
発行: KBV Research
ページ情報: 英文 339 Pages
納期: 即納可能 即納可能とは
  • 全表示
  • 概要
  • 図表
  • 目次
概要

データマイニングツール市場規模は2030年までに23億米ドルに達すると予測され、予測期間中のCAGRは12.8%の市場成長率で上昇します。

しかし、データマイニング技術はセキュリティ問題につながる可能性があり、開発が進むにつれて大きな懸念となっています。複数のセキュリティ専門家によると、データマイニングは今後10年間で消費者が直面する最も重大な障害の1つになるといわれています。特定の顧客記録の情報を利用する許可を与えることなく、データ分析のための正確なモデルを構築することは、データベースが不適切に利用されることを防ぐため、データマイニングプロセスの最大の課題です。セキュリティの問題は、最も頻繁に提起される懸念事項の1つです。なぜなら、データマイニングを利用する際、人々は通常、膨大な量の情報を扱い、容易にアクセスできるからです。データマイニングに関するこうしたセキュリティ上の懸念は、市場の拡大を妨げる可能性があります。

コンポーネントの展望

コンポーネントに基づき、市場はツール（サービスなし）とサービスに二分されます。2022年には、ツール（サービスなし）セグメントが市場で最大の収益シェアを獲得しました。データマイニングツールは、データの収集、クリーニング、分析準備のプロセスを効率化します。この効率化により、時間を節約し、手作業によるデータ処理のエラーを減らすことができます。データマイニングツールを直接使用することで、外部のデータマイニングサービスに従事するよりも費用対効果が高くなります。

用途の展望

用途別に見ると、市場はマーケティング、サプライチェーン＆調達、侵入検知、ビジネス取引、その他に分けられます。侵入検知セグメントは、2022年の市場で有望な成長率を確保しました。同分野の成長は、データ盗難リスクの高まりによるものです。企業は重要なビジネスデータや消費者データを保持しているため、さまざまな方法を用いてそれらを保護することが不可欠です。データマイニングツールは、異常なパターンを特定し、直ちにアラートを送信することができます。

企業規模の見通し

企業規模別に見ると、市場は大企業と中小企業に細分化されます。2022年には、大企業セグメントが市場で最大の収益シェアを占める。これらの企業は、ビジネス戦略を策定するために、複数の拠点から膨大な量のデータを迅速に分析する必要があります。大企業のIT支出能力は高く、データ分析ツールの採用が増加しています。

展開タイプの展望

展開タイプ別に見ると、市場はオンプレミスとクラウドに区分されます。2022年の市場では、クラウドセグメントがかなりの収益シェアを占めています。限られたIT資金と中小企業のネットワーク拡大を考慮し、主要市場参入企業はオープンソースのクラウドベースツールを提供しています。最新のデータ分析ツールの利用が拡大していることも、企業を安全でコスト効率の高いクラウドベースのツールへと向かわせる要因となっています。クラウドは、ユーザーやクライアントに共有リソース、ソフトウェア、アプリケーションへのアクセスを提供します。

最終用途の展望

最終用途に基づき、市場はBFSI、ヘルスケア＆ライフサイエンス、小売、IT＆テレコム、製造、教育、その他に分類されます。ヘルスケア＆ライフサイエンス分野は、2022年の市場で顕著な収益シェアを記録しました。このツールは、サプライチェーンの管理、医薬品や医療機器の調達においてヘルスケアシステムを支援することができます。この洞察は、COVID-19パンデミックのような緊急事態におけるパターンベースの疾患とその根本原因の評価にも大いに役立ちます。

地域別展望

地域別に見ると、市場は北米、欧州、アジア太平洋、ラテンアメリカ・中東・アフリカで分析されます。2022年には、北米地域が最も高い収益シェアを獲得して市場をリードしました。これは、人工知能、機械学習、モノのインターネットなどの最先端技術の出現によるものです。世界中の産業が膨大な量のデータを生成しています。データ分析とパターン認識の需要は大幅に増加しています。新技術をいち早く取り入れ、さまざまなデータソースにアクセスしている米国とカナダは、予測期間中、この地域市場を独占すると予想されます。

目次

第1章 市場範囲と調査手法

  • 市場の定義
  • 目的
  • 市場範囲
  • セグメンテーション
  • 調査手法

第2章 市場の概要

  • 主なハイライト

第3章 市場概要

  • イントロダクション
    • 概要
      • 市場構成とシナリオ
  • 市場に影響を与える主な要因
    • 市場促進要因
    • 市場抑制要因

第4章 競合分析- 世界

  • 市場シェア分析（2022年）
  • ポーターのファイブフォース分析

第5章 世界のデータマイニングツール市場：コンポーネント別

  • 世界のツール（サービスなし）市場：地域別
  • 世界のサービス市場：地域別

第6章 世界のデータマイニングツール市場：用途別

  • 世界のサプライチェーンと調達市場：地域別
  • 世界のマーケティング市場：地域別
  • 世界の商取引市場：地域別
  • 世界の侵入検知市場：地域別
  • 世界のその他の用途市場：地域別

第7章 世界のデータマイニングツール市場：企業規模別

  • 世界の大企業市場：地域別
  • 世界の中小企業市場：地域別

第8章 世界のデータマイニングツール市場：展開タイプ別

  • 世界のオンプレミス市場：地域別
  • 世界のクラウド市場：地域別

第9章 世界のデータマイニングツール市場：最終用途別

  • 世界の通信およびIT市場：地域別
  • 世界のBFSI市場：地域別
  • 世界の製造業市場：地域別
  • 世界のヘルスケアおよびライフサイエンス市場：地域別
  • 世界の小売市場：地域別
  • 世界の教育市場：地域別
  • 世界のその他の市場：地域別

第10章 世界のデータマイニングツール市場：地域別

  • 北米
    • 北米の市場：国別
      • 米国
      • カナダ
      • メキシコ
      • その他の北米地域
  • 欧州
    • 欧州の市場：国別
      • ドイツ
      • 英国
      • フランス
      • ロシア
      • スペイン
      • イタリア
      • その他の欧州地域
  • アジア太平洋
    • アジア太平洋の市場：国別
      • 中国
      • 日本
      • インド
      • 韓国
      • シンガポール
      • マレーシア
      • その他のアジア太平洋地域
  • ラテンアメリカ・中東・アフリカ
    • ラテンアメリカ・中東・アフリカの市場：国別
      • ブラジル
      • アルゼンチン
      • アラブ首長国連邦
      • サウジアラビア
      • 南アフリカ
      • ナイジェリア
      • その他のラテンアメリカ・中東・アフリカ地域

第11章 企業プロファイル

  • Oracle Corporation
  • IBM Corporation
  • KNIME AG
  • Altair Engineering, Inc（IMG Companies, LLC）
  • Microsoft Corporation
  • Sisense, Inc
  • Google, LLC（Kaggle Inc）
  • SAS Institute, Inc
  • SAP SE
  • Teradata Corporation

第12章 データマイニングツール市場の獲得必須事項

図表

LIST OF TABLES

  • TABLE 1 Global Data Mining Tools Market, 2019 - 2022, USD Million
  • TABLE 2 Global Data Mining Tools Market, 2023 - 2030, USD Million
  • TABLE 3 Global Data Mining Tools Market by Component, 2019 - 2022, USD Million
  • TABLE 4 Global Data Mining Tools Market by Component, 2023 - 2030, USD Million
  • TABLE 5 Global Tools (Without Services) Market by Region, 2019 - 2022, USD Million
  • TABLE 6 Global Tools (Without Services) Market by Region, 2023 - 2030, USD Million
  • TABLE 7 Global Services Market by Region, 2019 - 2022, USD Million
  • TABLE 8 Global Services Market by Region, 2023 - 2030, USD Million
  • TABLE 9 Global Data Mining Tools Market by Application, 2019 - 2022, USD Million
  • TABLE 10 Global Data Mining Tools Market by Application, 2023 - 2030, USD Million
  • TABLE 11 Global Supply Chain & Procurement Market by Region, 2019 - 2022, USD Million
  • TABLE 12 Global Supply Chain & Procurement Market by Region, 2023 - 2030, USD Million
  • TABLE 13 Global Marketing Market by Region, 2019 - 2022, USD Million
  • TABLE 14 Global Marketing Market by Region, 2023 - 2030, USD Million
  • TABLE 15 Global Business Transaction Market by Region, 2019 - 2022, USD Million
  • TABLE 16 Global Business Transaction Market by Region, 2023 - 2030, USD Million
  • TABLE 17 Global Intrusion Detection Market by Region, 2019 - 2022, USD Million
  • TABLE 18 Global Intrusion Detection Market by Region, 2023 - 2030, USD Million
  • TABLE 19 Global Other Application Market by Region, 2019 - 2022, USD Million
  • TABLE 20 Global Other Application Market by Region, 2023 - 2030, USD Million
  • TABLE 21 Global Data Mining Tools Market by Enterprise Size, 2019 - 2022, USD Million
  • TABLE 22 Global Data Mining Tools Market by Enterprise Size, 2023 - 2030, USD Million
  • TABLE 23 Global Large Enterprises Market by Region, 2019 - 2022, USD Million
  • TABLE 24 Global Large Enterprises Market by Region, 2023 - 2030, USD Million
  • TABLE 25 Global Small & Medium Enterprises Market by Region, 2019 - 2022, USD Million
  • TABLE 26 Global Small & Medium Enterprises Market by Region, 2023 - 2030, USD Million
  • TABLE 27 Global Data Mining Tools Market by Deployment Type, 2019 - 2022, USD Million
  • TABLE 28 Global Data Mining Tools Market by Deployment Type, 2023 - 2030, USD Million
  • TABLE 29 Global On premise Market by Region, 2019 - 2022, USD Million
  • TABLE 30 Global On premise Market by Region, 2023 - 2030, USD Million
  • TABLE 31 Global Cloud Market by Region, 2019 - 2022, USD Million
  • TABLE 32 Global Cloud Market by Region, 2023 - 2030, USD Million
  • TABLE 33 Global Data Mining Tools Market by End-use, 2019 - 2022, USD Million
  • TABLE 34 Global Data Mining Tools Market by End-use, 2023 - 2030, USD Million
  • TABLE 35 Global Telecom & IT Market by Region, 2019 - 2022, USD Million
  • TABLE 36 Global Telecom & IT Market by Region, 2023 - 2030, USD Million
  • TABLE 37 Global BFSI Market by Region, 2019 - 2022, USD Million
  • TABLE 38 Global BFSI Market by Region, 2023 - 2030, USD Million
  • TABLE 39 Global Manufacturing Market by Region, 2019 - 2022, USD Million
  • TABLE 40 Global Manufacturing Market by Region, 2023 - 2030, USD Million
  • TABLE 41 Global Healthcare & Lifesciences Market by Region, 2019 - 2022, USD Million
  • TABLE 42 Global Healthcare & Lifesciences Market by Region, 2023 - 2030, USD Million
  • TABLE 43 Global Retail Market by Region, 2019 - 2022, USD Million
  • TABLE 44 Global Retail Market by Region, 2023 - 2030, USD Million
  • TABLE 45 Global Education Market by Region, 2019 - 2022, USD Million
  • TABLE 46 Global Education Market by Region, 2023 - 2030, USD Million
  • TABLE 47 Global Others Market by Region, 2019 - 2022, USD Million
  • TABLE 48 Global Others Market by Region, 2023 - 2030, USD Million
  • TABLE 49 Global Data Mining Tools Market by Region, 2019 - 2022, USD Million
  • TABLE 50 Global Data Mining Tools Market by Region, 2023 - 2030, USD Million
  • TABLE 51 North America Data Mining Tools Market, 2019 - 2022, USD Million
  • TABLE 52 North America Data Mining Tools Market, 2023 - 2030, USD Million
  • TABLE 53 North America Data Mining Tools Market by Component, 2019 - 2022, USD Million
  • TABLE 54 North America Data Mining Tools Market by Component, 2023 - 2030, USD Million
  • TABLE 55 North America Tools (Without Services) Market by Country, 2019 - 2022, USD Million
  • TABLE 56 North America Tools (Without Services) Market by Country, 2023 - 2030, USD Million
  • TABLE 57 North America Services Market by Country, 2019 - 2022, USD Million
  • TABLE 58 North America Services Market by Country, 2023 - 2030, USD Million
  • TABLE 59 North America Data Mining Tools Market by Application, 2019 - 2022, USD Million
  • TABLE 60 North America Data Mining Tools Market by Application, 2023 - 2030, USD Million
  • TABLE 61 North America Supply Chain & Procurement Market by Country, 2019 - 2022, USD Million
  • TABLE 62 North America Supply Chain & Procurement Market by Country, 2023 - 2030, USD Million
  • TABLE 63 North America Marketing Market by Country, 2019 - 2022, USD Million
  • TABLE 64 North America Marketing Market by Country, 2023 - 2030, USD Million
  • TABLE 65 North America Business Transaction Market by Country, 2019 - 2022, USD Million
  • TABLE 66 North America Business Transaction Market by Country, 2023 - 2030, USD Million
  • TABLE 67 North America Intrusion Detection Market by Country, 2019 - 2022, USD Million
  • TABLE 68 North America Intrusion Detection Market by Country, 2023 - 2030, USD Million
  • TABLE 69 North America Other Application Market by Country, 2019 - 2022, USD Million
  • TABLE 70 North America Other Application Market by Country, 2023 - 2030, USD Million
  • TABLE 71 North America Data Mining Tools Market by Enterprise Size, 2019 - 2022, USD Million
  • TABLE 72 North America Data Mining Tools Market by Enterprise Size, 2023 - 2030, USD Million
  • TABLE 73 North America Large Enterprises Market by Country, 2019 - 2022, USD Million
  • TABLE 74 North America Large Enterprises Market by Country, 2023 - 2030, USD Million
  • TABLE 75 North America Small & Medium Enterprises Market by Country, 2019 - 2022, USD Million
  • TABLE 76 North America Small & Medium Enterprises Market by Country, 2023 - 2030, USD Million
  • TABLE 77 North America Data Mining Tools Market by Deployment Type, 2019 - 2022, USD Million
  • TABLE 78 North America Data Mining Tools Market by Deployment Type, 2023 - 2030, USD Million
  • TABLE 79 North America On premise Market by Country, 2019 - 2022, USD Million
  • TABLE 80 North America On premise Market by Country, 2023 - 2030, USD Million
  • TABLE 81 North America Cloud Market by Country, 2019 - 2022, USD Million
  • TABLE 82 North America Cloud Market by Country, 2023 - 2030, USD Million
  • TABLE 83 North America Data Mining Tools Market by End-use, 2019 - 2022, USD Million
  • TABLE 84 North America Data Mining Tools Market by End-use, 2023 - 2030, USD Million
  • TABLE 85 North America Telecom & IT Market by Country, 2019 - 2022, USD Million
  • TABLE 86 North America Telecom & IT Market by Country, 2023 - 2030, USD Million
  • TABLE 87 North America BFSI Market by Country, 2019 - 2022, USD Million
  • TABLE 88 North America BFSI Market by Country, 2023 - 2030, USD Million
  • TABLE 89 North America Manufacturing Market by Country, 2019 - 2022, USD Million
  • TABLE 90 North America Manufacturing Market by Country, 2023 - 2030, USD Million
  • TABLE 91 North America Healthcare & Lifesciences Market by Country, 2019 - 2022, USD Million
  • TABLE 92 North America Healthcare & Lifesciences Market by Country, 2023 - 2030, USD Million
  • TABLE 93 North America Retail Market by Country, 2019 - 2022, USD Million
  • TABLE 94 North America Retail Market by Country, 2023 - 2030, USD Million
  • TABLE 95 North America Education Market by Country, 2019 - 2022, USD Million
  • TABLE 96 North America Education Market by Country, 2023 - 2030, USD Million
  • TABLE 97 North America Others Market by Country, 2019 - 2022, USD Million
  • TABLE 98 North America Others Market by Country, 2023 - 2030, USD Million
  • TABLE 99 North America Data Mining Tools Market by Country, 2019 - 2022, USD Million
  • TABLE 100 North America Data Mining Tools Market by Country, 2023 - 2030, USD Million
  • TABLE 101 US Data Mining Tools Market, 2019 - 2022, USD Million
  • TABLE 102 US Data Mining Tools Market, 2023 - 2030, USD Million
  • TABLE 103 US Data Mining Tools Market by Component, 2019 - 2022, USD Million
  • TABLE 104 US Data Mining Tools Market by Component, 2023 - 2030, USD Million
  • TABLE 105 US Data Mining Tools Market by Application, 2019 - 2022, USD Million
  • TABLE 106 US Data Mining Tools Market by Application, 2023 - 2030, USD Million
  • TABLE 107 US Data Mining Tools Market by Enterprise Size, 2019 - 2022, USD Million
  • TABLE 108 US Data Mining Tools Market by Enterprise Size, 2023 - 2030, USD Million
  • TABLE 109 US Data Mining Tools Market by Deployment Type, 2019 - 2022, USD Million
  • TABLE 110 US Data Mining Tools Market by Deployment Type, 2023 - 2030, USD Million
  • TABLE 111 US Data Mining Tools Market by End-use, 2019 - 2022, USD Million
  • TABLE 112 US Data Mining Tools Market by End-use, 2023 - 2030, USD Million
  • TABLE 113 Canada Data Mining Tools Market, 2019 - 2022, USD Million
  • TABLE 114 Canada Data Mining Tools Market, 2023 - 2030, USD Million
  • TABLE 115 Canada Data Mining Tools Market by Component, 2019 - 2022, USD Million
  • TABLE 116 Canada Data Mining Tools Market by Component, 2023 - 2030, USD Million
  • TABLE 117 Canada Data Mining Tools Market by Application, 2019 - 2022, USD Million
  • TABLE 118 Canada Data Mining Tools Market by Application, 2023 - 2030, USD Million
  • TABLE 119 Canada Data Mining Tools Market by Enterprise Size, 2019 - 2022, USD Million
  • TABLE 120 Canada Data Mining Tools Market by Enterprise Size, 2023 - 2030, USD Million
  • TABLE 121 Canada Data Mining Tools Market by Deployment Type, 2019 - 2022, USD Million
  • TABLE 122 Canada Data Mining Tools Market by Deployment Type, 2023 - 2030, USD Million
  • TABLE 123 Canada Data Mining Tools Market by End-use, 2019 - 2022, USD Million
  • TABLE 124 Canada Data Mining Tools Market by End-use, 2023 - 2030, USD Million
  • TABLE 125 Mexico Data Mining Tools Market, 2019 - 2022, USD Million
  • TABLE 126 Mexico Data Mining Tools Market, 2023 - 2030, USD Million
  • TABLE 127 Mexico Data Mining Tools Market by Component, 2019 - 2022, USD Million
  • TABLE 128 Mexico Data Mining Tools Market by Component, 2023 - 2030, USD Million
  • TABLE 129 Mexico Data Mining Tools Market by Application, 2019 - 2022, USD Million
  • TABLE 130 Mexico Data Mining Tools Market by Application, 2023 - 2030, USD Million
  • TABLE 131 Mexico Data Mining Tools Market by Enterprise Size, 2019 - 2022, USD Million
  • TABLE 132 Mexico Data Mining Tools Market by Enterprise Size, 2023 - 2030, USD Million
  • TABLE 133 Mexico Data Mining Tools Market by Deployment Type, 2019 - 2022, USD Million
  • TABLE 134 Mexico Data Mining Tools Market by Deployment Type, 2023 - 2030, USD Million
  • TABLE 135 Mexico Data Mining Tools Market by End-use, 2019 - 2022, USD Million
  • TABLE 136 Mexico Data Mining Tools Market by End-use, 2023 - 2030, USD Million
  • TABLE 137 Rest of North America Data Mining Tools Market, 2019 - 2022, USD Million
  • TABLE 138 Rest of North America Data Mining Tools Market, 2023 - 2030, USD Million
  • TABLE 139 Rest of North America Data Mining Tools Market by Component, 2019 - 2022, USD Million
  • TABLE 140 Rest of North America Data Mining Tools Market by Component, 2023 - 2030, USD Million
  • TABLE 141 Rest of North America Data Mining Tools Market by Application, 2019 - 2022, USD Million
  • TABLE 142 Rest of North America Data Mining Tools Market by Application, 2023 - 2030, USD Million
  • TABLE 143 Rest of North America Data Mining Tools Market by Enterprise Size, 2019 - 2022, USD Million
  • TABLE 144 Rest of North America Data Mining Tools Market by Enterprise Size, 2023 - 2030, USD Million
  • TABLE 145 Rest of North America Data Mining Tools Market by Deployment Type, 2019 - 2022, USD Million
  • TABLE 146 Rest of North America Data Mining Tools Market by Deployment Type, 2023 - 2030, USD Million
  • TABLE 147 Rest of North America Data Mining Tools Market by End-use, 2019 - 2022, USD Million
  • TABLE 148 Rest of North America Data Mining Tools Market by End-use, 2023 - 2030, USD Million
  • TABLE 149 Europe Data Mining Tools Market, 2019 - 2022, USD Million
  • TABLE 150 Europe Data Mining Tools Market, 2023 - 2030, USD Million
  • TABLE 151 Europe Data Mining Tools Market by Component, 2019 - 2022, USD Million
  • TABLE 152 Europe Data Mining Tools Market by Component, 2023 - 2030, USD Million
  • TABLE 153 Europe Tools (Without Services) Market by Country, 2019 - 2022, USD Million
  • TABLE 154 Europe Tools (Without Services) Market by Country, 2023 - 2030, USD Million
  • TABLE 155 Europe Services Market by Country, 2019 - 2022, USD Million
  • TABLE 156 Europe Services Market by Country, 2023 - 2030, USD Million
  • TABLE 157 Europe Data Mining Tools Market by Application, 2019 - 2022, USD Million
  • TABLE 158 Europe Data Mining Tools Market by Application, 2023 - 2030, USD Million
  • TABLE 159 Europe Supply Chain & Procurement Market by Country, 2019 - 2022, USD Million
  • TABLE 160 Europe Supply Chain & Procurement Market by Country, 2023 - 2030, USD Million
  • TABLE 161 Europe Marketing Market by Country, 2019 - 2022, USD Million
  • TABLE 162 Europe Marketing Market by Country, 2023 - 2030, USD Million
  • TABLE 163 Europe Business Transaction Market by Country, 2019 - 2022, USD Million
  • TABLE 164 Europe Business Transaction Market by Country, 2023 - 2030, USD Million
  • TABLE 165 Europe Intrusion Detection Market by Country, 2019 - 2022, USD Million
  • TABLE 166 Europe Intrusion Detection Market by Country, 2023 - 2030, USD Million
  • TABLE 167 Europe Other Application Market by Country, 2019 - 2022, USD Million
  • TABLE 168 Europe Other Application Market by Country, 2023 - 2030, USD Million
  • TABLE 169 Europe Data Mining Tools Market by Enterprise Size, 2019 - 2022, USD Million
  • TABLE 170 Europe Data Mining Tools Market by Enterprise Size, 2023 - 2030, USD Million
  • TABLE 171 Europe Large Enterprises Market by Country, 2019 - 2022, USD Million
  • TABLE 172 Europe Large Enterprises Market by Country, 2023 - 2030, USD Million
  • TABLE 173 Europe Small & Medium Enterprises Market by Country, 2019 - 2022, USD Million
  • TABLE 174 Europe Small & Medium Enterprises Market by Country, 2023 - 2030, USD Million
  • TABLE 175 Europe Data Mining Tools Market by Deployment Type, 2019 - 2022, USD Million
  • TABLE 176 Europe Data Mining Tools Market by Deployment Type, 2023 - 2030, USD Million
  • TABLE 177 Europe On premise Market by Country, 2019 - 2022, USD Million
  • TABLE 178 Europe On premise Market by Country, 2023 - 2030, USD Million
  • TABLE 179 Europe Cloud Market by Country, 2019 - 2022, USD Million
  • TABLE 180 Europe Cloud Market by Country, 2023 - 2030, USD Million
  • TABLE 181 Europe Data Mining Tools Market by End-use, 2019 - 2022, USD Million
  • TABLE 182 Europe Data Mining Tools Market by End-use, 2023 - 2030, USD Million
  • TABLE 183 Europe Telecom & IT Market by Country, 2019 - 2022, USD Million
  • TABLE 184 Europe Telecom & IT Market by Country, 2023 - 2030, USD Million
  • TABLE 185 Europe BFSI Market by Country, 2019 - 2022, USD Million
  • TABLE 186 Europe BFSI Market by Country, 2023 - 2030, USD Million
  • TABLE 187 Europe Manufacturing Market by Country, 2019 - 2022, USD Million
  • TABLE 188 Europe Manufacturing Market by Country, 2023 - 2030, USD Million
  • TABLE 189 Europe Healthcare & Lifesciences Market by Country, 2019 - 2022, USD Million
  • TABLE 190 Europe Healthcare & Lifesciences Market by Country, 2023 - 2030, USD Million
  • TABLE 191 Europe Retail Market by Country, 2019 - 2022, USD Million
  • TABLE 192 Europe Retail Market by Country, 2023 - 2030, USD Million
  • TABLE 193 Europe Education Market by Country, 2019 - 2022, USD Million
  • TABLE 194 Europe Education Market by Country, 2023 - 2030, USD Million
  • TABLE 195 Europe Others Market by Country, 2019 - 2022, USD Million
  • TABLE 196 Europe Others Market by Country, 2023 - 2030, USD Million
  • TABLE 197 Europe Data Mining Tools Market by Country, 2019 - 2022, USD Million
  • TABLE 198 Europe Data Mining Tools Market by Country, 2023 - 2030, USD Million
  • TABLE 199 Germany Data Mining Tools Market, 2019 - 2022, USD Million
  • TABLE 200 Germany Data Mining Tools Market, 2023 - 2030, USD Million
  • TABLE 201 Germany Data Mining Tools Market by Component, 2019 - 2022, USD Million
  • TABLE 202 Germany Data Mining Tools Market by Component, 2023 - 2030, USD Million
  • TABLE 203 Germany Data Mining Tools Market by Application, 2019 - 2022, USD Million
  • TABLE 204 Germany Data Mining Tools Market by Application, 2023 - 2030, USD Million
  • TABLE 205 Germany Data Mining Tools Market by Enterprise Size, 2019 - 2022, USD Million
  • TABLE 206 Germany Data Mining Tools Market by Enterprise Size, 2023 - 2030, USD Million
  • TABLE 207 Germany Data Mining Tools Market by Deployment Type, 2019 - 2022, USD Million
  • TABLE 208 Germany Data Mining Tools Market by Deployment Type, 2023 - 2030, USD Million
  • TABLE 209 Germany Data Mining Tools Market by End-use, 2019 - 2022, USD Million
  • TABLE 210 Germany Data Mining Tools Market by End-use, 2023 - 2030, USD Million
  • TABLE 211 UK Data Mining Tools Market, 2019 - 2022, USD Million
  • TABLE 212 UK Data Mining Tools Market, 2023 - 2030, USD Million
  • TABLE 213 UK Data Mining Tools Market by Component, 2019 - 2022, USD Million
  • TABLE 214 UK Data Mining Tools Market by Component, 2023 - 2030, USD Million
  • TABLE 215 UK Data Mining Tools Market by Application, 2019 - 2022, USD Million
  • TABLE 216 UK Data Mining Tools Market by Application, 2023 - 2030, USD Million
  • TABLE 217 UK Data Mining Tools Market by Enterprise Size, 2019 - 2022, USD Million
  • TABLE 218 UK Data Mining Tools Market by Enterprise Size, 2023 - 2030, USD Million
  • TABLE 219 UK Data Mining Tools Market by Deployment Type, 2019 - 2022, USD Million
  • TABLE 220 UK Data Mining Tools Market by Deployment Type, 2023 - 2030, USD Million
  • TABLE 221 UK Data Mining Tools Market by End-use, 2019 - 2022, USD Million
  • TABLE 222 UK Data Mining Tools Market by End-use, 2023 - 2030, USD Million
  • TABLE 223 France Data Mining Tools Market, 2019 - 2022, USD Million
  • TABLE 224 France Data Mining Tools Market, 2023 - 2030, USD Million
  • TABLE 225 France Data Mining Tools Market by Component, 2019 - 2022, USD Million
  • TABLE 226 France Data Mining Tools Market by Component, 2023 - 2030, USD Million
  • TABLE 227 France Data Mining Tools Market by Application, 2019 - 2022, USD Million
  • TABLE 228 France Data Mining Tools Market by Application, 2023 - 2030, USD Million
  • TABLE 229 France Data Mining Tools Market by Enterprise Size, 2019 - 2022, USD Million
  • TABLE 230 France Data Mining Tools Market by Enterprise Size, 2023 - 2030, USD Million
  • TABLE 231 France Data Mining Tools Market by Deployment Type, 2019 - 2022, USD Million
  • TABLE 232 France Data Mining Tools Market by Deployment Type, 2023 - 2030, USD Million
  • TABLE 233 France Data Mining Tools Market by End-use, 2019 - 2022, USD Million
  • TABLE 234 France Data Mining Tools Market by End-use, 2023 - 2030, USD Million
  • TABLE 235 Russia Data Mining Tools Market, 2019 - 2022, USD Million
  • TABLE 236 Russia Data Mining Tools Market, 2023 - 2030, USD Million
  • TABLE 237 Russia Data Mining Tools Market by Component, 2019 - 2022, USD Million
  • TABLE 238 Russia Data Mining Tools Market by Component, 2023 - 2030, USD Million
  • TABLE 239 Russia Data Mining Tools Market by Application, 2019 - 2022, USD Million
  • TABLE 240 Russia Data Mining Tools Market by Application, 2023 - 2030, USD Million
  • TABLE 241 Russia Data Mining Tools Market by Enterprise Size, 2019 - 2022, USD Million
  • TABLE 242 Russia Data Mining Tools Market by Enterprise Size, 2023 - 2030, USD Million
  • TABLE 243 Russia Data Mining Tools Market by Deployment Type, 2019 - 2022, USD Million
  • TABLE 244 Russia Data Mining Tools Market by Deployment Type, 2023 - 2030, USD Million
  • TABLE 245 Russia Data Mining Tools Market by End-use, 2019 - 2022, USD Million
  • TABLE 246 Russia Data Mining Tools Market by End-use, 2023 - 2030, USD Million
  • TABLE 247 Spain Data Mining Tools Market, 2019 - 2022, USD Million
  • TABLE 248 Spain Data Mining Tools Market, 2023 - 2030, USD Million
  • TABLE 249 Spain Data Mining Tools Market by Component, 2019 - 2022, USD Million
  • TABLE 250 Spain Data Mining Tools Market by Component, 2023 - 2030, USD Million
  • TABLE 251 Spain Data Mining Tools Market by Application, 2019 - 2022, USD Million
  • TABLE 252 Spain Data Mining Tools Market by Application, 2023 - 2030, USD Million
  • TABLE 253 Spain Data Mining Tools Market by Enterprise Size, 2019 - 2022, USD Million
  • TABLE 254 Spain Data Mining Tools Market by Enterprise Size, 2023 - 2030, USD Million
  • TABLE 255 Spain Data Mining Tools Market by Deployment Type, 2019 - 2022, USD Million
  • TABLE 256 Spain Data Mining Tools Market by Deployment Type, 2023 - 2030, USD Million
  • TABLE 257 Spain Data Mining Tools Market by End-use, 2019 - 2022, USD Million
  • TABLE 258 Spain Data Mining Tools Market by End-use, 2023 - 2030, USD Million
  • TABLE 259 Italy Data Mining Tools Market, 2019 - 2022, USD Million
  • TABLE 260 Italy Data Mining Tools Market, 2023 - 2030, USD Million
  • TABLE 261 Italy Data Mining Tools Market by Component, 2019 - 2022, USD Million
  • TABLE 262 Italy Data Mining Tools Market by Component, 2023 - 2030, USD Million
  • TABLE 263 Italy Data Mining Tools Market by Application, 2019 - 2022, USD Million
  • TABLE 264 Italy Data Mining Tools Market by Application, 2023 - 2030, USD Million
  • TABLE 265 Italy Data Mining Tools Market by Enterprise Size, 2019 - 2022, USD Million
  • TABLE 266 Italy Data Mining Tools Market by Enterprise Size, 2023 - 2030, USD Million
  • TABLE 267 Italy Data Mining Tools Market by Deployment Type, 2019 - 2022, USD Million
  • TABLE 268 Italy Data Mining Tools Market by Deployment Type, 2023 - 2030, USD Million
  • TABLE 269 Italy Data Mining Tools Market by End-use, 2019 - 2022, USD Million
  • TABLE 270 Italy Data Mining Tools Market by End-use, 2023 - 2030, USD Million
  • TABLE 271 Rest of Europe Data Mining Tools Market, 2019 - 2022, USD Million
  • TABLE 272 Rest of Europe Data Mining Tools Market, 2023 - 2030, USD Million
  • TABLE 273 Rest of Europe Data Mining Tools Market by Component, 2019 - 2022, USD Million
  • TABLE 274 Rest of Europe Data Mining Tools Market by Component, 2023 - 2030, USD Million
  • TABLE 275 Rest of Europe Data Mining Tools Market by Application, 2019 - 2022, USD Million
  • TABLE 276 Rest of Europe Data Mining Tools Market by Application, 2023 - 2030, USD Million
  • TABLE 277 Rest of Europe Data Mining Tools Market by Enterprise Size, 2019 - 2022, USD Million
  • TABLE 278 Rest of Europe Data Mining Tools Market by Enterprise Size, 2023 - 2030, USD Million
  • TABLE 279 Rest of Europe Data Mining Tools Market by Deployment Type, 2019 - 2022, USD Million
  • TABLE 280 Rest of Europe Data Mining Tools Market by Deployment Type, 2023 - 2030, USD Million
  • TABLE 281 Rest of Europe Data Mining Tools Market by End-use, 2019 - 2022, USD Million
  • TABLE 282 Rest of Europe Data Mining Tools Market by End-use, 2023 - 2030, USD Million
目次

The Global Data Mining Tools Market size is expected to reach $2.3 billion by 2030, rising at a market growth of 12.8% CAGR during the forecast period.

Data mining tools analyze network performance data, identifying bottlenecks, congestion points, and areas that require optimization. Therefore, the Telecom & IT segment will capture 1/5thshare in the market by 2030. The sector can use these tools to comprehend the evolving patterns of the collected data in order to make well-informed decisions regarding its various business operations. This is a result of the rapid growth of data mining tools to analyze the growing quantity of digital data. This helps telecom companies ensure optimal network performance, reduce downtime, and enhance customer satisfaction. Some of the factors impacting the market are increasing integration of data mining and machine learning, rising digitization and data production, and privacy issues with data mining.

Industry is drastically changing all over the world as a result of the quick development of futuristic technologies. Logistics and transportation are one of these sectors. After emerging technologies like data mining, telematics, machine learning (ML), and artificial intelligence (AI), several senior executives predicted a technological transition in the transportation and logistics industry. The fleet management industry can detect fleet collisions and prevent delays with greater accuracy due to implementing ML technology. ML algorithms expand the potential of data mining by managing enormous datasets, automating complex tasks, and spotting detailed patterns. Furthermore, the development of digital data has grown significantly during the last few decades. The increased usage of digital devices, such as smartphones and computers, in everyday life is one of the major factors contributing to this increase in digital data generation. Additionally, the Internet of Things (IoT) is becoming increasingly popular, and the data produced by many IoT devices has also contributed to the data explosion. Data mining must be used to sift through these vast quantities of data to identify trends that can assist companies in making better decisions in various areas. Thus, the use of machine learning and as more organizations add big data tools and analysis solutions to their infrastructure, the market is also likely to expand.

However, data mining techniques could lead to security issues, a major concern as development has grown. According to several security specialists, data mining will be one of the most significant obstacles consumers will face in the next decade. Building precise models for data analysis without granting permission to utilize the information in specific customer records is the data mining process's greatest challenge since it prevents the database from being used improperly. Security issues are one of the most frequently raised concerns because people typically work with enormous amounts of information while utilizing data mining and have easy access to it. These security concerns with data mining may hamper the market expansion.

Component Outlook

Based on component, the market is bifurcated into tools (without services) and services. In 2022, the tools (without services) segment procured the largest revenue share in the market. Data mining tools streamline the process of collecting, cleaning, and preparing data for analysis. This efficiency saves time and reduces manual data handling errors. Using data mining tools directly can be more cost-effective than engaging in external data mining services.

Application Outlook

On the basis of application, the market is divided into marketing, supply chain & procurement, intrusion detection, business transaction, and others. The intrusion detection segment procured a promising growth rate in the market in 2022. The growth of the segment is owed to the rising risk of data theft. As enterprises retain vital business and consumer data, it is essential to protect them using a variety of methods. Data mining tools can identify any anomalous patterns and send an alert immediately.

Enterprise Size Outlook

On the basis of enterprise size, the market is fragmented into large enterprises and small & medium enterprises. In 2022, the large enterprises segment witnessed the largest revenue share in the market. These enterprises need to rapidly analyze vast amounts of data from multiple locations to formulate business strategies. Large enterprises' IT spending capacity is strong, so their adoption of data analysis tools is increasing.

Deployment Type Outlook

By deployment type, the market is segmented into on-premise and cloud. The cloud segment covered a considerable revenue share in the market in 2022. Considering the limited IT funds and expanding network of small and medium-sized enterprises, key market participants are offering open-source cloud-based tools. The escalating usage of modern data analysis tools also pushes enterprises towards secure, cost-effective, cloud-based tools. Cloud offers its users or clients access to shared resources, software, and applications.

End-use Outlook

Based on End-use, the market is categorized into BFSI, healthcare & life sciences, retail, IT & telecom, manufacturing, education, and others. The healthcare and life sciences segment recorded a remarkable revenue share in the market in 2022. The tools can assist healthcare systems with managing the supply chain and procuring medications and medical instruments. The insights can also greatly assist in evaluating pattern-based diseases and their underlying causes in emergencies, such as the COVID-19 pandemic.

Regional Outlook

Region-wise, the market is analyzed across North America, Europe, Asia Pacific, and LAMEA. In 2022, the North America region led the market by generating the highest revenue share. It is due to the emergence of cutting-edge technologies like artificial intelligence, machine learning, the Internet of Things, and more. Industries throughout the world generate vast quantities of data. The demand for data analysis and pattern recognition has increased substantially. Due to its early embrace of new technologies and access to various data sources, the US and Canada are expected to dominate the regional market during the projection period.

The market research report covers the analysis of key stakeholders of the market. Key companies profiled in the report include Oracle Corporation, IBM corporation, KNIME AG, Altair Engineering, Inc. (IMG Companies, LLC), Microsoft Corporation, Sisense, Inc., Google, LLC (Kaggle Inc.), SAS Institute, Inc., SAP SE and Teradata Corporation

Scope of the Study

Market Segments covered in the Report:

By Component

  • Tools (Without Services)
  • Services

By Application

  • Supply Chain & Procurement
  • Marketing
  • Business Transaction
  • Intrusion Detection
  • Others

By Enterprise Size

  • Large Enterprises
  • Small & Medium Enterprises

By Deployment Type

  • On premise
  • Cloud

By End-use

  • Telecom & IT
  • BFSI
  • Manufacturing
  • Healthcare & Lifesciences
  • Retail
  • Education
  • Others

By Geography

  • North America
    • US
    • Canada
    • Mexico
    • Rest of North America
  • Europe
    • Germany
    • UK
    • France
    • Russia
    • Spain
    • Italy
    • Rest of Europe
  • Asia Pacific
    • China
    • Japan
    • India
    • South Korea
    • Singapore
    • Malaysia
    • Rest of Asia Pacific
  • LAMEA
    • Brazil
    • Argentina
    • UAE
    • Saudi Arabia
    • South Africa
    • Nigeria
    • Rest of LAMEA

Companies Profiled

  • Oracle Corporation
  • IBM corporation
  • KNIME AG
  • Altair Engineering, Inc. (IMG Companies, LLC)
  • Microsoft Corporation
  • Sisense, Inc.
  • Google, LLC (Kaggle Inc.)
  • SAS Institute, Inc.
  • SAP SE
  • Teradata Corporation

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Table of Contents

Chapter 1. Market Scope & Methodology

  • 1.1 Market Definition
  • 1.2 Objectives
  • 1.3 Market Scope
  • 1.4 Segmentation
    • 1.4.1 Global Data Mining Tools Market, by Component
    • 1.4.2 Global Data Mining Tools Market, by Application
    • 1.4.3 Global Data Mining Tools Market, by Enterprise Size
    • 1.4.4 Global Data Mining Tools Market, by Deployment Type
    • 1.4.5 Global Data Mining Tools Market, by End-use
    • 1.4.6 Global Data Mining Tools Market, by Geography
  • 1.5 Methodology for the research

Chapter 2. Market At a Glance

  • 2.1 Key Highlights

Chapter 3. Market Overview

  • 3.1 Introduction
    • 3.1.1 Overview
      • 3.1.1.1 Market Composition and Scenario
  • 3.2 Key Factors Impacting the Market
    • 3.2.1 Market Drivers
    • 3.2.2 Market Restraints

Chapter 4. Competition Analysis - Global

  • 4.1 Market Share Analysis, 2022
  • 4.2 Porter's Five Force Analysis

Chapter 5. Global Data Mining Tools Market by Component

  • 5.1 Global Tools (Without Services) Market by Region
  • 5.2 Global Services Market by Region

Chapter 6. Global Data Mining Tools Market by Application

  • 6.1 Global Supply Chain & Procurement Market by Region
  • 6.2 Global Marketing Market by Region
  • 6.3 Global Business Transaction Market by Region
  • 6.4 Global Intrusion Detection Market by Region
  • 6.5 Global Other Application Market by Region

Chapter 7. Global Data Mining Tools Market by Enterprise Size

  • 7.1 Global Large Enterprises Market by Region
  • 7.2 Global Small & Medium Enterprises Market by Region

Chapter 8. Global Data Mining Tools Market by Deployment Type

  • 8.1 Global On premise Market by Region
  • 8.2 Global Cloud Market by Region

Chapter 9. Global Data Mining Tools Market by End-use

  • 9.1 Global Telecom & IT Market by Region
  • 9.2 Global BFSI Market by Region
  • 9.3 Global Manufacturing Market by Region
  • 9.4 Global Healthcare & Lifesciences Market by Region
  • 9.5 Global Retail Market by Region
  • 9.6 Global Education Market by Region
  • 9.7 Global Others Market by Region

Chapter 10. Global Data Mining Tools Market by Region

  • 10.1 North America Data Mining Tools Market
    • 10.1.1 North America Data Mining Tools Market by Component
      • 10.1.1.1 North America Tools (Without Services) Market by Country
      • 10.1.1.2 North America Services Market by Country
    • 10.1.2 North America Data Mining Tools Market by Application
      • 10.1.2.1 North America Supply Chain & Procurement Market by Country
      • 10.1.2.2 North America Marketing Market by Country
      • 10.1.2.3 North America Business Transaction Market by Country
      • 10.1.2.4 North America Intrusion Detection Market by Country
      • 10.1.2.5 North America Other Application Market by Country
    • 10.1.3 North America Data Mining Tools Market by Enterprise Size
      • 10.1.3.1 North America Large Enterprises Market by Country
      • 10.1.3.2 North America Small & Medium Enterprises Market by Country
    • 10.1.4 North America Data Mining Tools Market by Deployment Type
      • 10.1.4.1 North America On premise Market by Country
      • 10.1.4.2 North America Cloud Market by Country
    • 10.1.5 North America Data Mining Tools Market by End-use
      • 10.1.5.1 North America Telecom & IT Market by Country
      • 10.1.5.2 North America BFSI Market by Country
      • 10.1.5.3 North America Manufacturing Market by Country
      • 10.1.5.4 North America Healthcare & Lifesciences Market by Country
      • 10.1.5.5 North America Retail Market by Country
      • 10.1.5.6 North America Education Market by Country
      • 10.1.5.7 North America Others Market by Country
    • 10.1.6 North America Data Mining Tools Market by Country
      • 10.1.6.1 US Data Mining Tools Market
        • 10.1.6.1.1 US Data Mining Tools Market by Component
        • 10.1.6.1.2 US Data Mining Tools Market by Application
        • 10.1.6.1.3 US Data Mining Tools Market by Enterprise Size
        • 10.1.6.1.4 US Data Mining Tools Market by Deployment Type
        • 10.1.6.1.5 US Data Mining Tools Market by End-use
      • 10.1.6.2 Canada Data Mining Tools Market
        • 10.1.6.2.1 Canada Data Mining Tools Market by Component
        • 10.1.6.2.2 Canada Data Mining Tools Market by Application
        • 10.1.6.2.3 Canada Data Mining Tools Market by Enterprise Size
        • 10.1.6.2.4 Canada Data Mining Tools Market by Deployment Type
        • 10.1.6.2.5 Canada Data Mining Tools Market by End-use
      • 10.1.6.3 Mexico Data Mining Tools Market
        • 10.1.6.3.1 Mexico Data Mining Tools Market by Component
        • 10.1.6.3.2 Mexico Data Mining Tools Market by Application
        • 10.1.6.3.3 Mexico Data Mining Tools Market by Enterprise Size
        • 10.1.6.3.4 Mexico Data Mining Tools Market by Deployment Type
        • 10.1.6.3.5 Mexico Data Mining Tools Market by End-use
      • 10.1.6.4 Rest of North America Data Mining Tools Market
        • 10.1.6.4.1 Rest of North America Data Mining Tools Market by Component
        • 10.1.6.4.2 Rest of North America Data Mining Tools Market by Application
        • 10.1.6.4.3 Rest of North America Data Mining Tools Market by Enterprise Size
        • 10.1.6.4.4 Rest of North America Data Mining Tools Market by Deployment Type
        • 10.1.6.4.5 Rest of North America Data Mining Tools Market by End-use
  • 10.2 Europe Data Mining Tools Market
    • 10.2.1 Europe Data Mining Tools Market by Component
      • 10.2.1.1 Europe Tools (Without Services) Market by Country
      • 10.2.1.2 Europe Services Market by Country
    • 10.2.2 Europe Data Mining Tools Market by Application
      • 10.2.2.1 Europe Supply Chain & Procurement Market by Country
      • 10.2.2.2 Europe Marketing Market by Country
      • 10.2.2.3 Europe Business Transaction Market by Country
      • 10.2.2.4 Europe Intrusion Detection Market by Country
      • 10.2.2.5 Europe Other Application Market by Country
    • 10.2.3 Europe Data Mining Tools Market by Enterprise Size
      • 10.2.3.1 Europe Large Enterprises Market by Country
      • 10.2.3.2 Europe Small & Medium Enterprises Market by Country
    • 10.2.4 Europe Data Mining Tools Market by Deployment Type
      • 10.2.4.1 Europe On premise Market by Country
      • 10.2.4.2 Europe Cloud Market by Country
    • 10.2.5 Europe Data Mining Tools Market by End-use
      • 10.2.5.1 Europe Telecom & IT Market by Country
      • 10.2.5.2 Europe BFSI Market by Country
      • 10.2.5.3 Europe Manufacturing Market by Country
      • 10.2.5.4 Europe Healthcare & Lifesciences Market by Country
      • 10.2.5.5 Europe Retail Market by Country
      • 10.2.5.6 Europe Education Market by Country
      • 10.2.5.7 Europe Others Market by Country
    • 10.2.6 Europe Data Mining Tools Market by Country
      • 10.2.6.1 Germany Data Mining Tools Market
        • 10.2.6.1.1 Germany Data Mining Tools Market by Component
        • 10.2.6.1.2 Germany Data Mining Tools Market by Application
        • 10.2.6.1.3 Germany Data Mining Tools Market by Enterprise Size
        • 10.2.6.1.4 Germany Data Mining Tools Market by Deployment Type
        • 10.2.6.1.5 Germany Data Mining Tools Market by End-use
      • 10.2.6.2 UK Data Mining Tools Market
        • 10.2.6.2.1 UK Data Mining Tools Market by Component
        • 10.2.6.2.2 UK Data Mining Tools Market by Application
        • 10.2.6.2.3 UK Data Mining Tools Market by Enterprise Size
        • 10.2.6.2.4 UK Data Mining Tools Market by Deployment Type
        • 10.2.6.2.5 UK Data Mining Tools Market by End-use
      • 10.2.6.3 France Data Mining Tools Market
        • 10.2.6.3.1 France Data Mining Tools Market by Component
        • 10.2.6.3.2 France Data Mining Tools Market by Application
        • 10.2.6.3.3 France Data Mining Tools Market by Enterprise Size
        • 10.2.6.3.4 France Data Mining Tools Market by Deployment Type
        • 10.2.6.3.5 France Data Mining Tools Market by End-use
      • 10.2.6.4 Russia Data Mining Tools Market
        • 10.2.6.4.1 Russia Data Mining Tools Market by Component
        • 10.2.6.4.2 Russia Data Mining Tools Market by Application
        • 10.2.6.4.3 Russia Data Mining Tools Market by Enterprise Size
        • 10.2.6.4.4 Russia Data Mining Tools Market by Deployment Type
        • 10.2.6.4.5 Russia Data Mining Tools Market by End-use
      • 10.2.6.5 Spain Data Mining Tools Market
        • 10.2.6.5.1 Spain Data Mining Tools Market by Component
        • 10.2.6.5.2 Spain Data Mining Tools Market by Application
        • 10.2.6.5.3 Spain Data Mining Tools Market by Enterprise Size
        • 10.2.6.5.4 Spain Data Mining Tools Market by Deployment Type
        • 10.2.6.5.5 Spain Data Mining Tools Market by End-use
      • 10.2.6.6 Italy Data Mining Tools Market
        • 10.2.6.6.1 Italy Data Mining Tools Market by Component
        • 10.2.6.6.2 Italy Data Mining Tools Market by Application
        • 10.2.6.6.3 Italy Data Mining Tools Market by Enterprise Size
        • 10.2.6.6.4 Italy Data Mining Tools Market by Deployment Type
        • 10.2.6.6.5 Italy Data Mining Tools Market by End-use
      • 10.2.6.7 Rest of Europe Data Mining Tools Market
        • 10.2.6.7.1 Rest of Europe Data Mining Tools Market by Component
        • 10.2.6.7.2 Rest of Europe Data Mining Tools Market by Application
        • 10.2.6.7.3 Rest of Europe Data Mining Tools Market by Enterprise Size
        • 10.2.6.7.4 Rest of Europe Data Mining Tools Market by Deployment Type
        • 10.2.6.7.5 Rest of Europe Data Mining Tools Market by End-use
  • 10.3 Asia Pacific Data Mining Tools Market
    • 10.3.1 Asia Pacific Data Mining Tools Market by Component
      • 10.3.1.1 Asia Pacific Tools (Without Services) Market by Country
      • 10.3.1.2 Asia Pacific Services Market by Country
    • 10.3.2 Asia Pacific Data Mining Tools Market by Application
      • 10.3.2.1 Asia Pacific Supply Chain & Procurement Market by Country
      • 10.3.2.2 Asia Pacific Marketing Market by Country
      • 10.3.2.3 Asia Pacific Business Transaction Market by Country
      • 10.3.2.4 Asia Pacific Intrusion Detection Market by Country
      • 10.3.2.5 Asia Pacific Other Application Market by Country
    • 10.3.3 Asia Pacific Data Mining Tools Market by Enterprise Size
      • 10.3.3.1 Asia Pacific Large Enterprises Market by Country
      • 10.3.3.2 Asia Pacific Small & Medium Enterprises Market by Country
    • 10.3.4 Asia Pacific Data Mining Tools Market by Deployment Type
      • 10.3.4.1 Asia Pacific On premise Market by Country
      • 10.3.4.2 Asia Pacific Cloud Market by Country
    • 10.3.5 Asia Pacific Data Mining Tools Market by End-use
      • 10.3.5.1 Asia Pacific Telecom & IT Market by Country
      • 10.3.5.2 Asia Pacific BFSI Market by Country
      • 10.3.5.3 Asia Pacific Manufacturing Market by Country
      • 10.3.5.4 Asia Pacific Healthcare & Lifesciences Market by Country
      • 10.3.5.5 Asia Pacific Retail Market by Country
      • 10.3.5.6 Asia Pacific Education Market by Country
      • 10.3.5.7 Asia Pacific Others Market by Country
    • 10.3.6 Asia Pacific Data Mining Tools Market by Country
      • 10.3.6.1 China Data Mining Tools Market
        • 10.3.6.1.1 China Data Mining Tools Market by Component
        • 10.3.6.1.2 China Data Mining Tools Market by Application
        • 10.3.6.1.3 China Data Mining Tools Market by Enterprise Size
        • 10.3.6.1.4 China Data Mining Tools Market by Deployment Type
        • 10.3.6.1.5 China Data Mining Tools Market by End-use
      • 10.3.6.2 Japan Data Mining Tools Market
        • 10.3.6.2.1 Japan Data Mining Tools Market by Component
        • 10.3.6.2.2 Japan Data Mining Tools Market by Application
        • 10.3.6.2.3 Japan Data Mining Tools Market by Enterprise Size
        • 10.3.6.2.4 Japan Data Mining Tools Market by Deployment Type
        • 10.3.6.2.5 Japan Data Mining Tools Market by End-use
      • 10.3.6.3 India Data Mining Tools Market
        • 10.3.6.3.1 India Data Mining Tools Market by Component
        • 10.3.6.3.2 India Data Mining Tools Market by Application
        • 10.3.6.3.3 India Data Mining Tools Market by Enterprise Size
        • 10.3.6.3.4 India Data Mining Tools Market by Deployment Type
        • 10.3.6.3.5 India Data Mining Tools Market by End-use
      • 10.3.6.4 South Korea Data Mining Tools Market
        • 10.3.6.4.1 South Korea Data Mining Tools Market by Component
        • 10.3.6.4.2 South Korea Data Mining Tools Market by Application
        • 10.3.6.4.3 South Korea Data Mining Tools Market by Enterprise Size
        • 10.3.6.4.4 South Korea Data Mining Tools Market by Deployment Type
        • 10.3.6.4.5 South Korea Data Mining Tools Market by End-use
      • 10.3.6.5 Singapore Data Mining Tools Market
        • 10.3.6.5.1 Singapore Data Mining Tools Market by Component
        • 10.3.6.5.2 Singapore Data Mining Tools Market by Application
        • 10.3.6.5.3 Singapore Data Mining Tools Market by Enterprise Size
        • 10.3.6.5.4 Singapore Data Mining Tools Market by Deployment Type
        • 10.3.6.5.5 Singapore Data Mining Tools Market by End-use
      • 10.3.6.6 Malaysia Data Mining Tools Market
        • 10.3.6.6.1 Malaysia Data Mining Tools Market by Component
        • 10.3.6.6.2 Malaysia Data Mining Tools Market by Application
        • 10.3.6.6.3 Malaysia Data Mining Tools Market by Enterprise Size
        • 10.3.6.6.4 Malaysia Data Mining Tools Market by Deployment Type
        • 10.3.6.6.5 Malaysia Data Mining Tools Market by End-use
      • 10.3.6.7 Rest of Asia Pacific Data Mining Tools Market
        • 10.3.6.7.1 Rest of Asia Pacific Data Mining Tools Market by Component
        • 10.3.6.7.2 Rest of Asia Pacific Data Mining Tools Market by Application
        • 10.3.6.7.3 Rest of Asia Pacific Data Mining Tools Market by Enterprise Size
        • 10.3.6.7.4 Rest of Asia Pacific Data Mining Tools Market by Deployment Type
        • 10.3.6.7.5 Rest of Asia Pacific Data Mining Tools Market by End-use
  • 10.4 LAMEA Data Mining Tools Market
    • 10.4.1 LAMEA Data Mining Tools Market by Component
      • 10.4.1.1 LAMEA Tools (Without Services) Market by Country
      • 10.4.1.2 LAMEA Services Market by Country
    • 10.4.2 LAMEA Data Mining Tools Market by Application
      • 10.4.2.1 LAMEA Supply Chain & Procurement Market by Country
      • 10.4.2.2 LAMEA Marketing Market by Country
      • 10.4.2.3 LAMEA Business Transaction Market by Country
      • 10.4.2.4 LAMEA Intrusion Detection Market by Country
      • 10.4.2.5 LAMEA Other Application Market by Country
    • 10.4.3 LAMEA Data Mining Tools Market by Enterprise Size
      • 10.4.3.1 LAMEA Large Enterprises Market by Country
      • 10.4.3.2 LAMEA Small & Medium Enterprises Market by Country
    • 10.4.4 LAMEA Data Mining Tools Market by Deployment Type
      • 10.4.4.1 LAMEA On premise Market by Country
      • 10.4.4.2 LAMEA Cloud Market by Country
    • 10.4.5 LAMEA Data Mining Tools Market by End-use
      • 10.4.5.1 LAMEA Telecom & IT Market by Country
      • 10.4.5.2 LAMEA BFSI Market by Country
      • 10.4.5.3 LAMEA Manufacturing Market by Country
      • 10.4.5.4 LAMEA Healthcare & Lifesciences Market by Country
      • 10.4.5.5 LAMEA Retail Market by Country
      • 10.4.5.6 LAMEA Education Market by Country
      • 10.4.5.7 LAMEA Others Market by Country
    • 10.4.6 LAMEA Data Mining Tools Market by Country
      • 10.4.6.1 Brazil Data Mining Tools Market
        • 10.4.6.1.1 Brazil Data Mining Tools Market by Component
        • 10.4.6.1.2 Brazil Data Mining Tools Market by Application
        • 10.4.6.1.3 Brazil Data Mining Tools Market by Enterprise Size
        • 10.4.6.1.4 Brazil Data Mining Tools Market by Deployment Type
        • 10.4.6.1.5 Brazil Data Mining Tools Market by End-use
      • 10.4.6.2 Argentina Data Mining Tools Market
        • 10.4.6.2.1 Argentina Data Mining Tools Market by Component
        • 10.4.6.2.2 Argentina Data Mining Tools Market by Application
        • 10.4.6.2.3 Argentina Data Mining Tools Market by Enterprise Size
        • 10.4.6.2.4 Argentina Data Mining Tools Market by Deployment Type
        • 10.4.6.2.5 Argentina Data Mining Tools Market by End-use
      • 10.4.6.3 UAE Data Mining Tools Market
        • 10.4.6.3.1 UAE Data Mining Tools Market by Component
        • 10.4.6.3.2 UAE Data Mining Tools Market by Application
        • 10.4.6.3.3 UAE Data Mining Tools Market by Enterprise Size
        • 10.4.6.3.4 UAE Data Mining Tools Market by Deployment Type
        • 10.4.6.3.5 UAE Data Mining Tools Market by End-use
      • 10.4.6.4 Saudi Arabia Data Mining Tools Market
        • 10.4.6.4.1 Saudi Arabia Data Mining Tools Market by Component
        • 10.4.6.4.2 Saudi Arabia Data Mining Tools Market by Application
        • 10.4.6.4.3 Saudi Arabia Data Mining Tools Market by Enterprise Size
        • 10.4.6.4.4 Saudi Arabia Data Mining Tools Market by Deployment Type
        • 10.4.6.4.5 Saudi Arabia Data Mining Tools Market by End-use
      • 10.4.6.5 South Africa Data Mining Tools Market
        • 10.4.6.5.1 South Africa Data Mining Tools Market by Component
        • 10.4.6.5.2 South Africa Data Mining Tools Market by Application
        • 10.4.6.5.3 South Africa Data Mining Tools Market by Enterprise Size
        • 10.4.6.5.4 South Africa Data Mining Tools Market by Deployment Type
        • 10.4.6.5.5 South Africa Data Mining Tools Market by End-use
      • 10.4.6.6 Nigeria Data Mining Tools Market
        • 10.4.6.6.1 Nigeria Data Mining Tools Market by Component
        • 10.4.6.6.2 Nigeria Data Mining Tools Market by Application
        • 10.4.6.6.3 Nigeria Data Mining Tools Market by Enterprise Size
        • 10.4.6.6.4 Nigeria Data Mining Tools Market by Deployment Type
        • 10.4.6.6.5 Nigeria Data Mining Tools Market by End-use
      • 10.4.6.7 Rest of LAMEA Data Mining Tools Market
        • 10.4.6.7.1 Rest of LAMEA Data Mining Tools Market by Component
        • 10.4.6.7.2 Rest of LAMEA Data Mining Tools Market by Application
        • 10.4.6.7.3 Rest of LAMEA Data Mining Tools Market by Enterprise Size
        • 10.4.6.7.4 Rest of LAMEA Data Mining Tools Market by Deployment Type
        • 10.4.6.7.5 Rest of LAMEA Data Mining Tools Market by End-use

Chapter 11. Company Profiles

  • 11.1 Oracle Corporation
    • 11.1.1 Company Overview
    • 11.1.2 Financial Analysis
    • 11.1.3 Segmental and Regional Analysis
    • 11.1.4 Research & Development Expense
    • 11.1.5 Recent strategies and developments:
      • 11.1.5.1 Product Launches and Product Expansions:
    • 11.1.6 SWOT Analysis
  • 11.2 IBM Corporation
    • 11.2.1 Company Overview
    • 11.2.2 Financial Analysis
    • 11.2.3 Segmental and Regional Analysis
    • 11.2.4 Research & Development Expenses
    • 11.2.5 SWOT Analysis
  • 11.3 KNIME AG
    • 11.3.1 Company Overview
    • 11.3.2 Recent Strategies and Developments:
      • 11.3.2.1 Product Launches and Product Expansions:
    • 11.3.3 SWOT Analysis
  • 11.4 Altair Engineering, Inc. (IMG Companies, LLC)
    • 11.4.1 Company Overview
    • 11.4.2 Financial Analysis
    • 11.4.3 Segmental and Regional Analysis
    • 11.4.4 Research & Development Expenses
    • 11.4.5 Recent strategies and developments:
      • 11.4.5.1 Acquisition and Mergers:
    • 11.4.6 SWOT Analysis
  • 11.5 Microsoft Corporation
    • 11.5.1 Company Overview
    • 11.5.2 Financial Analysis
    • 11.5.3 Segmental and Regional Analysis
    • 11.5.4 Research & Development Expenses
    • 11.5.5 SWOT Analysis
  • 11.6 Sisense, Inc.
    • 11.6.1 Company Overview
    • 11.6.2 SWOT Analysis
  • 11.7 Google, LLC (Kaggle Inc.)
    • 11.7.1 Company Overview
    • 11.7.2 Financial Analysis
    • 11.7.3 Segmental and Regional Analysis
    • 11.7.4 Research & Development Expense
    • 11.7.5 SWOT Analysis
  • 11.8 SAS Institute, Inc.
    • 11.8.1 Company Overview
    • 11.8.2 Recent strategies and developments:
      • 11.8.2.1 Product Launches and Product Expansions:
    • 11.8.3 SWOT Analysis
  • 11.9 SAP SE
    • 11.9.1 Company Overview
    • 11.9.2 Financial Analysis
    • 11.9.3 Segmental and Regional Analysis
    • 11.9.4 Research & Development Expense
    • 11.9.5 Recent strategies and developments:
      • 11.9.5.1 Acquisition and Mergers:
    • 11.9.6 SWOT Analysis
  • 11.10. Teradata Corporation
    • 11.10.1 Company Overview
    • 11.10.2 Financial Analysis
    • 11.10.3 Regional Analysis
    • 11.10.4 Research & Development Expense
    • 11.10.5 SWOT Analysis

Chapter 12. Winning Imperative for Data Mining Tools Market