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市場調查報告書
商品編碼
1894279

全球資料探勘工具市場

Data Mining Tools
出版日期: | 出版商: Market Glass, Inc. (Formerly Global Industry Analysts, Inc.) | 英文 194 Pages | 商品交期: 最快1-2個工作天內

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簡介目錄

預計到2030年，全球資料探勘工具市場規模將達20億美元。

全球資料探勘工具市場預計在2024年達到11億美元，到2030年將達到20億美元，在分析期間（2024-2030年）內複合年成長率（CAGR）為10.3%。本報告分析的服務細分市場預計將以10.1%的複合年成長率成長，並在分析期結束時達到13億美元。工具細分市場預計在分析期間將以10.7%的複合年成長率成長。

美國市場規模估計為2.951億美元，而中國市場預計將以9.7%的複合年成長率成長。

據估計，2024年美國資料探勘工具市場規模將達到2.951億美元。作為世界第二大經濟體，中國預計到2030年市場規模將達到3.014億美元，在2024年至2030年的分析期內，複合年成長率（CAGR）將達到9.7%。其他值得關注的區域市場分析包括日本和加拿大，預計在分析期間內，這兩個市場的複合年成長率將分別達到9.2%和8.6%。在歐洲，德國的複合年成長率預計將達到約8.0%。

全球資料探勘工具市場—關鍵趨勢與促進因素概述

什麼是資料探勘工具？它們如何改變商業分析？

資料探勘工具是一種軟體應用程式，旨在系統地探索大規模資料集，並識別其中蘊含的意義模式、趨勢和關係。這些工具利用先進的統計演算法和機器學習技術，從數據中提取可操作的洞察，供企業用於決策流程。在當今數據主導的環境中，資訊來源探勘的重要性在於它能夠將透過客戶互動、業務交易和線上活動累積的大量原始資料轉化為有價值的知識。資料探勘工具使企業能夠預測消費行為、最佳化業務流程並加強策略規劃。這種分析能力不僅對於獲得競爭優勢至關重要，而且對於識別組織營運中的低效環節和潛在風險也至關重要。

資料探勘工具在各行業是如何應用的？

資料探勘工具的多功能性使其能夠應用於眾多行業，每個行業都利用它們來解決獨特的挑戰和目標。在零售業，資料探勘透過了解購買模式和預測客戶行為來幫助最佳化庫存管理。在金融機構，資料探勘用於信用評分和詐欺檢測，透過分析交易資料來識別顯示詐欺行為的異常模式。在醫療保健產業，資料探勘工具透過分析治療記錄和病患資料來確定最有效的醫療實踐，從而改善患者照護效果。此外，在製造業，資料探勘可以透過分析生產資料來預測設備故障並提高營運效率。這種廣泛的應用範圍表明，資料探勘能夠對提高效率、降低成本和推動不同商業環境中的創新產生變革性影響。

在實施資料探勘工具時，您會面臨哪些挑戰？

實施資料探勘工具會為組織帶來許多挑戰，組織必須克服這些挑戰才能最大限度地發揮其價值。其中一個關鍵挑戰是數據本身的品質。資料探勘輸出的品質取決於輸入資料的品質。數據中的不準確、資訊不完整和雜訊會嚴重扭曲分析結果，並導致錯誤的結論。此外，將資料探勘工具整合到現有IT基礎設施中通常需要進行大量調整並考慮相容性問題，這可能資源彙整且技術複雜。資料探勘也會帶來資料隱私和安全方面的挑戰，尤其是在處理敏感資料時，因為它涉及存取和分析個人及機密資料。應對這些挑戰需要強力的資料管治、持續的資料品管以及嚴格遵守安全通訊協定。

資料探勘工具市場的成長要素是什麼？

資料探勘工具市場的成長受多種因素驅動，反映出現代商業營運中對資料分析的依賴程度日益提高。隨著企業不斷認知到數據的戰略價值，對能夠高效處理和分析大規模資料集的工具的需求激增。巨量資料技術的蓬勃發展以及源自數位和互聯技術的數據日益豐富，進一步推動了這一趨勢。此外，各行業的競爭壓力迫使企業採用資料探勘技術，以獲取能夠改善客戶體驗、最佳化營運和提升決策流程的洞察。人工智慧 (AI) 和機器學習 (ML) 能力的擴展也促進了資料探勘工具的演進和效能提升，使其更易於獲取並適用於各個行業。此外，隨著企業專注於數據驅動型策略以推動成長和創新，對資料探勘等高階分析工具的需求持續成長，從而確保了市場的持續發展。

部分：

組成部分（服務、工具）、業務職能（行銷、財務、供應鏈/物流、營運）

受訪公司範例

  • 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

人工智慧整合

我們正在利用檢驗的專家內容和人工智慧工具，變革市場和競爭情報。

Market Glass, Inc. 並沒有採用查詢LLM 或產業專用的SLM 的典型方法，而是建立了一個由世界各地領域專家精心策劃的內容庫，其中包括影片文字稿、部落格、搜尋引擎研究以及大量的公司、產品/服務和市場數據。

關稅影響係數

在最新發布的報告中，Market Glass, Inc. 將關稅對地理市場的影響納入考量，並根據公司總部所在地、製造地以及進出口（成品和OEM產品）情況，預測企業競爭地位的變化。這種複雜多變的市場現實將對競爭對手產生許多影響，包括銷貨成本增加、盈利下降以及供應鏈重組。

目錄

第1章調查方法

第2章執行摘要

  • 市場概覽
  • 主要企業
  • 市場趨勢和促進因素
  • 全球市場展望

第3章 市場分析

  • 美國
  • 加拿大
  • 日本
  • 中國
  • 歐洲
  • 法國
  • 德國
  • 義大利
  • 英國
  • 其他歐洲
  • 亞太地區
  • 世界其他地區

第4章 競賽

簡介目錄
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$1.1 Billion in the year 2024, is expected to reach US$2.0 Billion by 2030, growing at a CAGR of 10.3% over the analysis period 2024-2030. Services Component, one of the segments analyzed in the report, is expected to record a 10.1% CAGR and reach US$1.3 Billion by the end of the analysis period. Growth in the Tools Component segment is estimated at 10.7% CAGR over the analysis period.

The U.S. Market is Estimated at US$295.1 Million While China is Forecast to Grow at 9.7% CAGR

The Data Mining Tools market in the U.S. is estimated at US$295.1 Million in the year 2024. 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 9.7% over the analysis period 2024-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 9.2% and 8.6% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 8.0% 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.

SCOPE OF STUDY:

The report analyzes the Data Mining Tools market in terms of units by the following Segments, and Geographic Regions/Countries:

Segments:

Component (Services, Tools); Business Function (Marketing, Finance, Supply Chain & Logistics, Operations)

Geographic Regions/Countries:

World; United States; Canada; Japan; China; Europe (France; Germany; Italy; United Kingdom; and Rest of Europe); Asia-Pacific; Rest of World.

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

AI INTEGRATIONS

We're transforming market and competitive intelligence with validated expert content and AI tools.

Instead of following the general norm of querying LLMs and Industry-specific SLMs, we built repositories of content curated from domain experts worldwide including video transcripts, blogs, search engines research, and massive amounts of enterprise, product/service, and market data.

TARIFF IMPACT FACTOR

Our new release incorporates impact of tariffs on geographical markets as we predict a shift in competitiveness of companies based on HQ country, manufacturing base, exports and imports (finished goods and OEM). This intricate and multifaceted market reality will impact competitors by increasing the Cost of Goods Sold (COGS), reducing profitability, reconfiguring supply chains, amongst other micro and macro market dynamics.

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Trade Shocks, Uncertainty, and the Structural Rewiring of the Global Economy
    • Data Mining Tools - Global Key Competitors Percentage Market Share in 2025 (E)
    • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2025 (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 2024 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 2015 through 2023 and % CAGR
    • TABLE 3: World 15-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 2015, 2025 & 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 2024 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 2015 through 2023 and % CAGR
    • TABLE 6: World 15-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 2015, 2025 & 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 2024 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 2015 through 2023 and % CAGR
    • TABLE 9: World 15-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 2015, 2025 & 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 2024 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 2015 through 2023 and % CAGR
    • TABLE 12: World 15-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 2015, 2025 & 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 2024 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 2015 through 2023 and % CAGR
    • TABLE 15: World 15-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 2015, 2025 & 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 2024 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 2015 through 2023 and % CAGR
    • TABLE 18: World 15-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 2015, 2025 & 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 2024 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 2015 through 2023 and % CAGR
    • TABLE 21: World 15-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 2015, 2025 & 2030
    • TABLE 22: World Data Mining Tools Market Analysis of Annual Sales in US$ Thousand for Years 2015 through 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Data Mining Tools Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2025 (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 2024 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 2015 through 2023 and % CAGR
    • TABLE 25: USA 15-Year Perspective for Data Mining Tools by Component - Percentage Breakdown of Value Sales for Services and Tools for the Years 2015, 2025 & 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 2024 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 2015 through 2023 and % CAGR
    • TABLE 28: USA 15-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 2015, 2025 & 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 2024 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 2015 through 2023 and % CAGR
    • TABLE 31: Canada 15-Year Perspective for Data Mining Tools by Component - Percentage Breakdown of Value Sales for Services and Tools for the Years 2015, 2025 & 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 2024 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 2015 through 2023 and % CAGR
    • TABLE 34: Canada 15-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 2015, 2025 & 2030
  • JAPAN
    • Data Mining Tools Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2025 (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 2024 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 2015 through 2023 and % CAGR
    • TABLE 37: Japan 15-Year Perspective for Data Mining Tools by Component - Percentage Breakdown of Value Sales for Services and Tools for the Years 2015, 2025 & 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 2024 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 2015 through 2023 and % CAGR
    • TABLE 40: Japan 15-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 2015, 2025 & 2030
  • CHINA
    • Data Mining Tools Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2025 (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 2024 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 2015 through 2023 and % CAGR
    • TABLE 43: China 15-Year Perspective for Data Mining Tools by Component - Percentage Breakdown of Value Sales for Services and Tools for the Years 2015, 2025 & 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 2024 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 2015 through 2023 and % CAGR
    • TABLE 46: China 15-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 2015, 2025 & 2030
  • EUROPE
    • Data Mining Tools Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2025 (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 2024 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 2015 through 2023 and % CAGR
    • TABLE 49: Europe 15-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 2015, 2025 & 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 2024 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 2015 through 2023 and % CAGR
    • TABLE 52: Europe 15-Year Perspective for Data Mining Tools by Component - Percentage Breakdown of Value Sales for Services and Tools for the Years 2015, 2025 & 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 2024 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 2015 through 2023 and % CAGR
    • TABLE 55: Europe 15-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 2015, 2025 & 2030
  • FRANCE
    • Data Mining Tools Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2025 (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 2024 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 2015 through 2023 and % CAGR
    • TABLE 58: France 15-Year Perspective for Data Mining Tools by Component - Percentage Breakdown of Value Sales for Services and Tools for the Years 2015, 2025 & 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 2024 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 2015 through 2023 and % CAGR
    • TABLE 61: France 15-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 2015, 2025 & 2030
  • GERMANY
    • Data Mining Tools Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2025 (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 2024 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 2015 through 2023 and % CAGR
    • TABLE 64: Germany 15-Year Perspective for Data Mining Tools by Component - Percentage Breakdown of Value Sales for Services and Tools for the Years 2015, 2025 & 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 2024 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 2015 through 2023 and % CAGR
    • TABLE 67: Germany 15-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 2015, 2025 & 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 2024 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 2015 through 2023 and % CAGR
    • TABLE 70: Italy 15-Year Perspective for Data Mining Tools by Component - Percentage Breakdown of Value Sales for Services and Tools for the Years 2015, 2025 & 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 2024 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 2015 through 2023 and % CAGR
    • TABLE 73: Italy 15-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 2015, 2025 & 2030
  • UNITED KINGDOM
    • Data Mining Tools Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2025 (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 2024 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 2015 through 2023 and % CAGR
    • TABLE 76: UK 15-Year Perspective for Data Mining Tools by Component - Percentage Breakdown of Value Sales for Services and Tools for the Years 2015, 2025 & 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 2024 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 2015 through 2023 and % CAGR
    • TABLE 79: UK 15-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 2015, 2025 & 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 2024 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 2015 through 2023 and % CAGR
    • TABLE 82: Rest of Europe 15-Year Perspective for Data Mining Tools by Component - Percentage Breakdown of Value Sales for Services and Tools for the Years 2015, 2025 & 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 2024 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 2015 through 2023 and % CAGR
    • TABLE 85: Rest of Europe 15-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 2015, 2025 & 2030
  • ASIA-PACIFIC
    • Data Mining Tools Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2025 (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 2024 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 2015 through 2023 and % CAGR
    • TABLE 88: Asia-Pacific 15-Year Perspective for Data Mining Tools by Component - Percentage Breakdown of Value Sales for Services and Tools for the Years 2015, 2025 & 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 2024 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 2015 through 2023 and % CAGR
    • TABLE 91: Asia-Pacific 15-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 2015, 2025 & 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 2024 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 2015 through 2023 and % CAGR
    • TABLE 94: Rest of World 15-Year Perspective for Data Mining Tools by Component - Percentage Breakdown of Value Sales for Services and Tools for the Years 2015, 2025 & 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 2024 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 2015 through 2023 and % CAGR
    • TABLE 97: Rest of World 15-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 2015, 2025 & 2030

IV. COMPETITION