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データマイニングツールの世界市場

Data Mining Tools

出版日
ページ情報
英文 194 Pages
納期
即日から翌営業日
適宜更新あり
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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=144.06円
データマイニングツールの世界市場
出版日: 2024年08月29日
発行: Global Industry Analysts, Inc.
ページ情報: 英文 194 Pages
納期: 即日から翌営業日
GIIご利用のメリット
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  • 概要
  • 目次
概要

データマイニングツールの世界市場は2030年までに20億米ドルに達する見込み

2023年に9億7,610万米ドルと推定されるデータマイニングツールの世界市場は、2023年から2030年にかけてCAGR 10.4%で成長し、2030年には20億米ドルに達すると予測されます。本レポートで分析したセグメントの1つであるサービスコンポーネントは、CAGR 10.2％を記録し、分析期間終了時には13億米ドルに達すると予測されます。ツール・コンポーネント分野の成長率は、分析期間中CAGR 10.8％と推定されます。

米国市場は2億6,110万米ドルと推定、中国はCAGR 9.8％で成長すると予測

米国のデータマイニングツール市場は、2023年に2億6,110万米ドルと推定されます。世界第2位の経済大国である中国は、2023年から2030年にかけてCAGR 9.8%で推移し、2030年には3億140万米ドルの市場規模に達すると予測されています。その他の注目すべき地域別市場としては、日本とカナダがあり、分析期間中のCAGRはそれぞれ9.3%と8.7%と予測されています。欧州では、ドイツがCAGR約8.1%で成長すると予測されています。

世界のデータマイニングツール市場- 主要動向と促進要因まとめ

データマイニングツールとは何か、ビジネス分析をどのように変革するか？

データマイニングツールは、大規模なデータセットを体系的に探索し、意味のあるパターン、動向、関係を特定するために設計されたソフトウェアアプリケーションです。これらのツールは、高度な統計アルゴリズムと機械学習技術を活用してデータから実用的な洞察を抽出し、企業が意思決定プロセスに活用できるようにします。今日のデータ主導の情勢におけるデータマイニングの重要性は、顧客とのやり取りや商取引、オンライン活動を通じて蓄積された膨大な量の生データを、価値ある知識に変える能力にあります。データマイニングツールを採用することで、企業は消費者の行動を予測し、業務プロセスを最適化し、戦略的計画を強化することができます。この分析能力は、競争上の優位性を得るためだけでなく、組織運営における非効率性や潜在的なリスクを特定するためにも極めて重要です。

データマイニングツールは様々な業界でどのように活用されていますか？

データマイニングツールは汎用性が高いため、様々な業種に適用することができ、それぞれが特定の課題や目的に対応するためにツールを活用しています。小売業では、データマイニングによって購買パターンを把握し、顧客行動の予測分析に基づいて在庫管理を最適化することができます。金融機関では、取引データを分析して不正行為を示す可能性のある異常なパターンを特定することで、信用スコアリングや不正行為の検出にこれらのツールを使用しています。ヘルスケア分野では、データマイニングツールは、治療記録や患者データを分析し、最も効果的な医療行為を見つけることで、患者の治療結果を改善するために採用されています。さらに、製造分野では、これらのツールは、生産データを分析することによって、機器の故障を予測し、オペレーションを合理化することができます。このように適用範囲が広いことは、データマイニングが効率性の向上、コスト削減、そして多様なビジネスシーンにおけるイノベーションの推進に変革をもたらすことを強調しています。

データマイニングツールを導入する際に直面する課題とは？

データマイニングツールの導入には、組織が最大限のメリットを享受するために乗り越えなければならないいくつかの課題があります。主な課題の1つは、データ自体の品質です。データマイニングの出力は、データ入力と同じくらい優れています。データの不正確さ、不完全な情報、ノイズは分析結果を大きく歪め、誤解を招く結論につながる可能性があります。さらに、データマイニングツールを既存のITインフラに統合するには、大幅な調整や互換性の考慮が必要な場合が多く、リソース集約的で技術的に複雑な場合があります。また、データマイニングには、個人データや専有データへのアクセスや分析が含まれることが多いため、データのプライバシーやセキュリティ、特に機密情報の取り扱いという課題もあります。これらの課題に対処するには、強固なデータガバナンス、データ品質の継続的な管理、厳格なセキュリティプロトコルの遵守が必要です。

データマイニングツール市場の成長を促進する要因は？

データマイニングツール市場の成長は、現代のビジネスオペレーションにおけるデータ分析への依存度の高まりを反映した、いくつかの要因によって牽引されています。企業がデータの戦略的価値を認識し続ける中、大規模なデータセットを効率的に処理・分析できるツールの需要が急増しています。これは、ビッグデータ技術の成長と、デジタル技術やコネクテッド技術から得られるデータの利用可能性の増加によって、さらに拍車がかかっています。さらに、業界全体の競合圧力が、顧客体験の向上、業務の最適化、意思決定プロセスの強化を可能にする競合考察を得るためのデータマイニングの導入を企業に促しています。人工知能と機械学習機能の拡大も、データマイニングツールの進化と有効性に貢献し、さまざまな分野でよりアクセスしやすく、適用しやすくしています。さらに、企業が成長とイノベーションを推進するためにデータ主導の戦略にますます注力するようになるにつれて、データマイニングのような高度な分析ツールのニーズは拡大し続け、市場の持続的な成長を確実なものにしています。

調査対象企業の例（全42件）

  • Alteryx, Inc.
  • Angoss Software Corporation
  • Biomax Informatics AG
  • BlueGranite, Inc.
  • Dataiku SAS
  • FICO（Fair Isaac Corporation）
  • Frontline Systems Inc.
  • H2O.ai
  • IBM Corporation
  • Intel Corporation
  • KNIME AG
  • Megaputer Intelligence, Inc.
  • Microsoft Corporation
  • Oracle Corporation
  • Rapidminer, Inc.
  • Reltio
  • Salford Systems, Inc.
  • SAP SE
  • SAS Institute, Inc.
  • Senticnet
  • SunTec
  • Teradata Corporation
  • The MathWorks, Inc
  • Wolfram Research

目次

第1章 調査手法

第2章 エグゼクティブサマリー

  • 市場概要
  • 主要企業
  • 市場動向と促進要因
  • 世界市場の見通し

第3章 市場分析

  • 米国
  • カナダ
  • 日本
  • 中国
  • 欧州
  • フランス
  • ドイツ
  • イタリア
  • 英国
  • その他欧州
  • アジア太平洋
  • その他の地域

第4章 競合

目次
Product Code: MCP11454

Global Data Mining Tools Market to Reach US$2.0 Billion by 2030

The global market for Data Mining Tools estimated at US$976.1 Million in the year 2023, is expected to reach US$2.0 Billion by 2030, growing at a CAGR of 10.4% over the analysis period 2023-2030. Services Component, one of the segments analyzed in the report, is expected to record a 10.2% CAGR and reach US$1.3 Billion by the end of the analysis period. Growth in the Tools Component segment is estimated at 10.8% CAGR over the analysis period.

The U.S. Market is Estimated at US$261.1 Million While China is Forecast to Grow at 9.8% CAGR

The Data Mining Tools market in the U.S. is estimated at US$261.1 Million in the year 2023. China, the world's second largest economy, is forecast to reach a projected market size of US$301.4 Million by the year 2030 trailing a CAGR of 9.8% over the analysis period 2023-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 9.3% and 8.7% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 8.1% CAGR.

Global Data Mining Tools Market - Key Trends and Drivers Summarized

What Are Data Mining Tools and How Do They Transform Business Analytics?

Data mining tools are software applications designed to explore large datasets systematically and identify meaningful patterns, trends, and relationships. These tools leverage sophisticated statistical algorithms and machine learning techniques to extract actionable insights from data, which businesses can use to inform decision-making processes. The significance of data mining in today's data-driven landscape lies in its ability to turn vast amounts of raw data—accumulated through customer interactions, business transactions, and online activities—into valuable knowledge. By employing data mining tools, businesses can predict consumer behavior, optimize operational processes, and enhance strategic planning. This analytic capability is crucial not only for gaining competitive advantages but also for identifying inefficiencies and potential risks within organizational operations.

How Are Data Mining Tools Applied Across Various Industries?

The versatility of data mining tools allows them to be applied across a broad spectrum of industries, each leveraging these tools to address specific challenges and objectives. In retail, data mining helps companies understand purchasing patterns and optimize inventory management based on predictive analyses of customer behavior. Financial institutions use these tools for credit scoring and fraud detection by analyzing transaction data to identify anomalous patterns that may indicate fraudulent activities. In the healthcare sector, data mining tools are employed to improve patient care outcomes by analyzing treatment records and patient data to find the most effective medical practices. Moreover, in the manufacturing sector, these tools can predict equipment failures and streamline operations by analyzing production data. This wide applicability underscores the transformative impact of data mining on improving efficiency, reducing costs, and driving innovation across diverse business landscapes.

What Challenges Are Faced When Implementing Data Mining Tools?

Implementing data mining tools presents several challenges that organizations must navigate to reap their full benefits. One primary challenge is the quality of data itself; data mining outputs are only as good as the data input. Inaccuracies, incomplete information, and noise in the data can significantly distort analysis results, leading to misleading conclusions. Furthermore, integrating data mining tools into existing IT infrastructures often requires substantial adjustments and compatibility considerations, which can be resource-intensive and technically complex. There is also the challenge of handling the privacy and security of data, especially sensitive information, as data mining often involves accessing and analyzing personal or proprietary data. Addressing these challenges requires robust data governance, ongoing management of data quality, and adherence to stringent security protocols.

What Drives the Growth in the Data Mining Tools Market?

The growth in the data mining tools market is driven by several factors, reflecting the increasing reliance on data analytics in modern business operations. As organizations continue to recognize the strategic value of data, the demand for tools that can efficiently process and analyze large datasets is surging. This is further fueled by the growth of big data technologies and the increasing availability of data from digital and connected technologies. Additionally, the competitive pressures across industries push businesses to adopt data mining to gain insights that can improve customer experiences, optimize operations, and enhance decision-making processes. The expansion of artificial intelligence and machine learning capabilities also contributes to the evolution and effectiveness of data mining tools, making them more accessible and applicable across various sectors. Moreover, as companies increasingly focus on data-driven strategies to drive growth and innovation, the need for advanced analytics tools like data mining continues to expand, ensuring sustained growth in the market.

Select Competitors (Total 42 Featured) -

  • Alteryx, Inc.
  • Angoss Software Corporation
  • Biomax Informatics AG
  • BlueGranite, Inc.
  • Dataiku SAS
  • FICO (Fair Isaac Corporation)
  • Frontline Systems Inc.
  • H2O.ai
  • IBM Corporation
  • Intel Corporation
  • KNIME AG
  • Megaputer Intelligence, Inc.
  • Microsoft Corporation
  • Oracle Corporation
  • Rapidminer, Inc.
  • Reltio
  • Salford Systems, Inc.
  • SAP SE
  • SAS Institute, Inc.
  • Senticnet
  • SunTec
  • Teradata Corporation
  • The MathWorks, Inc
  • Wolfram Research

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • Data Mining Tools - Global Key Competitors Percentage Market Share in 2024 (E)
    • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2024 (E)
    • Global Economic Update
  • 2. FOCUS ON SELECT PLAYERS
  • 3. MARKET TRENDS & DRIVERS
    • Rising Big Data Volume Drives Demand for Advanced Data Mining Tools
    • Growing Business Emphasis on Predictive Analytics Propels Data Mining Tool Adoption
    • Increasing Use of AI and Machine Learning Enhances Data Mining Capabilities
    • Expansion of IoT Applications Spurs Demand for Data Mining Tools
    • Cloud-Based Data Mining Solutions Gain Popularity Due to Scalability and Cost Efficiency
    • Growing Need for Customer Insights Bolsters Use of Data Mining in Retail and E-commerce
    • Integration of Data Mining with Business Intelligence Tools Strengthens Analytical Frameworks
    • Expansion of Healthcare Data Promotes Use of Data Mining for Medical Research and Treatment
    • Adoption of Data Mining Tools in Financial Services for Fraud Detection and Risk Management
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Recent Past, Current & Future Analysis for Data Mining Tools by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 2: World Historic Review for Data Mining Tools by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 3: World 16-Year Perspective for Data Mining Tools by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2014, 2024 & 2030
    • TABLE 4: World Recent Past, Current & Future Analysis for Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 5: World Historic Review for Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 6: World 16-Year Perspective for Services by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2014, 2024 & 2030
    • TABLE 7: World Recent Past, Current & Future Analysis for Tools by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 8: World Historic Review for Tools by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 9: World 16-Year Perspective for Tools by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2014, 2024 & 2030
    • TABLE 10: World Recent Past, Current & Future Analysis for Marketing by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 11: World Historic Review for Marketing by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 12: World 16-Year Perspective for Marketing by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2014, 2024 & 2030
    • TABLE 13: World Recent Past, Current & Future Analysis for Finance by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 14: World Historic Review for Finance by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 15: World 16-Year Perspective for Finance by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2014, 2024 & 2030
    • TABLE 16: World Recent Past, Current & Future Analysis for Supply Chain & Logistics by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 17: World Historic Review for Supply Chain & Logistics by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 18: World 16-Year Perspective for Supply Chain & Logistics by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2014, 2024 & 2030
    • TABLE 19: World Recent Past, Current & Future Analysis for Operations by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 20: World Historic Review for Operations by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 21: World 16-Year Perspective for Operations by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2014, 2024 & 2030
    • TABLE 22: World Data Mining Tools Market Analysis of Annual Sales in US$ Thousand for Years 2014 through 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Data Mining Tools Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2024 (E)
    • TABLE 23: USA Recent Past, Current & Future Analysis for Data Mining Tools by Component - Services and Tools - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 24: USA Historic Review for Data Mining Tools by Component - Services and Tools Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 25: USA 16-Year Perspective for Data Mining Tools by Component - Percentage Breakdown of Value Sales for Services and Tools for the Years 2014, 2024 & 2030
    • TABLE 26: USA Recent Past, Current & Future Analysis for Data Mining Tools by Business Function - Marketing, Finance, Supply Chain & Logistics and Operations - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 27: USA Historic Review for Data Mining Tools by Business Function - Marketing, Finance, Supply Chain & Logistics and Operations Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 28: USA 16-Year Perspective for Data Mining Tools by Business Function - Percentage Breakdown of Value Sales for Marketing, Finance, Supply Chain & Logistics and Operations for the Years 2014, 2024 & 2030
  • CANADA
    • TABLE 29: Canada Recent Past, Current & Future Analysis for Data Mining Tools by Component - Services and Tools - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 30: Canada Historic Review for Data Mining Tools by Component - Services and Tools Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 31: Canada 16-Year Perspective for Data Mining Tools by Component - Percentage Breakdown of Value Sales for Services and Tools for the Years 2014, 2024 & 2030
    • TABLE 32: Canada Recent Past, Current & Future Analysis for Data Mining Tools by Business Function - Marketing, Finance, Supply Chain & Logistics and Operations - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 33: Canada Historic Review for Data Mining Tools by Business Function - Marketing, Finance, Supply Chain & Logistics and Operations Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 34: Canada 16-Year Perspective for Data Mining Tools by Business Function - Percentage Breakdown of Value Sales for Marketing, Finance, Supply Chain & Logistics and Operations for the Years 2014, 2024 & 2030
  • JAPAN
    • Data Mining Tools Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2024 (E)
    • TABLE 35: Japan Recent Past, Current & Future Analysis for Data Mining Tools by Component - Services and Tools - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 36: Japan Historic Review for Data Mining Tools by Component - Services and Tools Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 37: Japan 16-Year Perspective for Data Mining Tools by Component - Percentage Breakdown of Value Sales for Services and Tools for the Years 2014, 2024 & 2030
    • TABLE 38: Japan Recent Past, Current & Future Analysis for Data Mining Tools by Business Function - Marketing, Finance, Supply Chain & Logistics and Operations - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 39: Japan Historic Review for Data Mining Tools by Business Function - Marketing, Finance, Supply Chain & Logistics and Operations Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 40: Japan 16-Year Perspective for Data Mining Tools by Business Function - Percentage Breakdown of Value Sales for Marketing, Finance, Supply Chain & Logistics and Operations for the Years 2014, 2024 & 2030
  • CHINA
    • Data Mining Tools Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2024 (E)
    • TABLE 41: China Recent Past, Current & Future Analysis for Data Mining Tools by Component - Services and Tools - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 42: China Historic Review for Data Mining Tools by Component - Services and Tools Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 43: China 16-Year Perspective for Data Mining Tools by Component - Percentage Breakdown of Value Sales for Services and Tools for the Years 2014, 2024 & 2030
    • TABLE 44: China Recent Past, Current & Future Analysis for Data Mining Tools by Business Function - Marketing, Finance, Supply Chain & Logistics and Operations - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 45: China Historic Review for Data Mining Tools by Business Function - Marketing, Finance, Supply Chain & Logistics and Operations Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 46: China 16-Year Perspective for Data Mining Tools by Business Function - Percentage Breakdown of Value Sales for Marketing, Finance, Supply Chain & Logistics and Operations for the Years 2014, 2024 & 2030
  • EUROPE
    • Data Mining Tools Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2024 (E)
    • TABLE 47: Europe Recent Past, Current & Future Analysis for Data Mining Tools by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 48: Europe Historic Review for Data Mining Tools by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 49: Europe 16-Year Perspective for Data Mining Tools by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2014, 2024 & 2030
    • TABLE 50: Europe Recent Past, Current & Future Analysis for Data Mining Tools by Component - Services and Tools - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 51: Europe Historic Review for Data Mining Tools by Component - Services and Tools Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 52: Europe 16-Year Perspective for Data Mining Tools by Component - Percentage Breakdown of Value Sales for Services and Tools for the Years 2014, 2024 & 2030
    • TABLE 53: Europe Recent Past, Current & Future Analysis for Data Mining Tools by Business Function - Marketing, Finance, Supply Chain & Logistics and Operations - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 54: Europe Historic Review for Data Mining Tools by Business Function - Marketing, Finance, Supply Chain & Logistics and Operations Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 55: Europe 16-Year Perspective for Data Mining Tools by Business Function - Percentage Breakdown of Value Sales for Marketing, Finance, Supply Chain & Logistics and Operations for the Years 2014, 2024 & 2030
  • FRANCE
    • Data Mining Tools Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2024 (E)
    • TABLE 56: France Recent Past, Current & Future Analysis for Data Mining Tools by Component - Services and Tools - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 57: France Historic Review for Data Mining Tools by Component - Services and Tools Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 58: France 16-Year Perspective for Data Mining Tools by Component - Percentage Breakdown of Value Sales for Services and Tools for the Years 2014, 2024 & 2030
    • TABLE 59: France Recent Past, Current & Future Analysis for Data Mining Tools by Business Function - Marketing, Finance, Supply Chain & Logistics and Operations - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 60: France Historic Review for Data Mining Tools by Business Function - Marketing, Finance, Supply Chain & Logistics and Operations Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 61: France 16-Year Perspective for Data Mining Tools by Business Function - Percentage Breakdown of Value Sales for Marketing, Finance, Supply Chain & Logistics and Operations for the Years 2014, 2024 & 2030
  • GERMANY
    • Data Mining Tools Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2024 (E)
    • TABLE 62: Germany Recent Past, Current & Future Analysis for Data Mining Tools by Component - Services and Tools - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 63: Germany Historic Review for Data Mining Tools by Component - Services and Tools Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 64: Germany 16-Year Perspective for Data Mining Tools by Component - Percentage Breakdown of Value Sales for Services and Tools for the Years 2014, 2024 & 2030
    • TABLE 65: Germany Recent Past, Current & Future Analysis for Data Mining Tools by Business Function - Marketing, Finance, Supply Chain & Logistics and Operations - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 66: Germany Historic Review for Data Mining Tools by Business Function - Marketing, Finance, Supply Chain & Logistics and Operations Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 67: Germany 16-Year Perspective for Data Mining Tools by Business Function - Percentage Breakdown of Value Sales for Marketing, Finance, Supply Chain & Logistics and Operations for the Years 2014, 2024 & 2030
  • ITALY
    • TABLE 68: Italy Recent Past, Current & Future Analysis for Data Mining Tools by Component - Services and Tools - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 69: Italy Historic Review for Data Mining Tools by Component - Services and Tools Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 70: Italy 16-Year Perspective for Data Mining Tools by Component - Percentage Breakdown of Value Sales for Services and Tools for the Years 2014, 2024 & 2030
    • TABLE 71: Italy Recent Past, Current & Future Analysis for Data Mining Tools by Business Function - Marketing, Finance, Supply Chain & Logistics and Operations - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 72: Italy Historic Review for Data Mining Tools by Business Function - Marketing, Finance, Supply Chain & Logistics and Operations Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 73: Italy 16-Year Perspective for Data Mining Tools by Business Function - Percentage Breakdown of Value Sales for Marketing, Finance, Supply Chain & Logistics and Operations for the Years 2014, 2024 & 2030
  • UNITED KINGDOM
    • Data Mining Tools Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2024 (E)
    • TABLE 74: UK Recent Past, Current & Future Analysis for Data Mining Tools by Component - Services and Tools - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 75: UK Historic Review for Data Mining Tools by Component - Services and Tools Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 76: UK 16-Year Perspective for Data Mining Tools by Component - Percentage Breakdown of Value Sales for Services and Tools for the Years 2014, 2024 & 2030
    • TABLE 77: UK Recent Past, Current & Future Analysis for Data Mining Tools by Business Function - Marketing, Finance, Supply Chain & Logistics and Operations - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 78: UK Historic Review for Data Mining Tools by Business Function - Marketing, Finance, Supply Chain & Logistics and Operations Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 79: UK 16-Year Perspective for Data Mining Tools by Business Function - Percentage Breakdown of Value Sales for Marketing, Finance, Supply Chain & Logistics and Operations for the Years 2014, 2024 & 2030
  • REST OF EUROPE
    • TABLE 80: Rest of Europe Recent Past, Current & Future Analysis for Data Mining Tools by Component - Services and Tools - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 81: Rest of Europe Historic Review for Data Mining Tools by Component - Services and Tools Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 82: Rest of Europe 16-Year Perspective for Data Mining Tools by Component - Percentage Breakdown of Value Sales for Services and Tools for the Years 2014, 2024 & 2030
    • TABLE 83: Rest of Europe Recent Past, Current & Future Analysis for Data Mining Tools by Business Function - Marketing, Finance, Supply Chain & Logistics and Operations - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 84: Rest of Europe Historic Review for Data Mining Tools by Business Function - Marketing, Finance, Supply Chain & Logistics and Operations Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 85: Rest of Europe 16-Year Perspective for Data Mining Tools by Business Function - Percentage Breakdown of Value Sales for Marketing, Finance, Supply Chain & Logistics and Operations for the Years 2014, 2024 & 2030
  • ASIA-PACIFIC
    • Data Mining Tools Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2024 (E)
    • TABLE 86: Asia-Pacific Recent Past, Current & Future Analysis for Data Mining Tools by Component - Services and Tools - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 87: Asia-Pacific Historic Review for Data Mining Tools by Component - Services and Tools Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 88: Asia-Pacific 16-Year Perspective for Data Mining Tools by Component - Percentage Breakdown of Value Sales for Services and Tools for the Years 2014, 2024 & 2030
    • TABLE 89: Asia-Pacific Recent Past, Current & Future Analysis for Data Mining Tools by Business Function - Marketing, Finance, Supply Chain & Logistics and Operations - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 90: Asia-Pacific Historic Review for Data Mining Tools by Business Function - Marketing, Finance, Supply Chain & Logistics and Operations Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 91: Asia-Pacific 16-Year Perspective for Data Mining Tools by Business Function - Percentage Breakdown of Value Sales for Marketing, Finance, Supply Chain & Logistics and Operations for the Years 2014, 2024 & 2030
  • REST OF WORLD
    • TABLE 92: Rest of World Recent Past, Current & Future Analysis for Data Mining Tools by Component - Services and Tools - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 93: Rest of World Historic Review for Data Mining Tools by Component - Services and Tools Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 94: Rest of World 16-Year Perspective for Data Mining Tools by Component - Percentage Breakdown of Value Sales for Services and Tools for the Years 2014, 2024 & 2030
    • TABLE 95: Rest of World Recent Past, Current & Future Analysis for Data Mining Tools by Business Function - Marketing, Finance, Supply Chain & Logistics and Operations - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 96: Rest of World Historic Review for Data Mining Tools by Business Function - Marketing, Finance, Supply Chain & Logistics and Operations Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2014 through 2022 and % CAGR
    • TABLE 97: Rest of World 16-Year Perspective for Data Mining Tools by Business Function - Percentage Breakdown of Value Sales for Marketing, Finance, Supply Chain & Logistics and Operations for the Years 2014, 2024 & 2030

IV. COMPETITION