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市场调查报告书
商品编码
1894279

全球资料探勘工具市场

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个工作天内

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简介目录

预计到2030年，全球资料探勘工具市场规模将达20亿美元。

全球资料探勘工具市场预计在2024年达到11亿美元，到2030年将达到20亿美元，在分析期间（2024-2030年）内复合年增长率（CAGR）为10.3%。本报告分析的服务细分市场预计将以10.1%的复合年增长率成长，并在分析期结束时达到13亿美元。工具细分市场预计在分析期间将以10.7%的复合年增长率成长。

美国市场规模估计为2.951亿美元，而中国市场预计将以9.7%的复合年增长率成长。

据估计，2024年美国资料探勘工具市场规模将达到2.951亿美元。作为世界第二大经济体，中国预计到2030年市场规模将达到3.014亿美元，在2024年至2030年的分析期内，复合年增长率（CAGR）将达到9.7%。其他值得关注的区域市场分析包括日本和加拿大，预计在分析期间内，这两个市场的复合年增长率将分别达到9.2%和8.6%。在欧洲，德国的复合年增长率预计将达到约8.0%。

全球资料探勘工具市场—关键趋势与驱动因素概述

什么是资料探勘工具？它们如何改变商业分析？

资料探勘工具是一种软体应用程序，旨在系统地探索大规模资料集，并识别其中蕴含的意义模式、趋势和关係。这些工具利用先进的统计演算法和机器学习技术，从数据中提取可操作的洞察，供企业用于决策流程。在当今数据主导的环境中，资讯来源探勘的重要性在于它能够将透过客户互动、业务交易和线上活动累积的大量原始资料转化为有价值的知识。资料探勘工具使企业能够预测消费行为、优化业务流程并加强策略规划。这种分析能力不仅对于获得竞争优势至关重要，而且对于识别组织营运中的低效环节和潜在风险也至关重要。

资料探勘工具在各行业是如何应用的？

资料探勘工具的多功能性使其能够应用于众多行业，每个行业都利用它们来解决独特的挑战和目标。在零售业，资料探勘透过了解购买模式和预测客户行为来帮助优化库存管理。在金融机构，资料探勘用于信用评分和诈欺检测，透过分析交易资料来识别显示诈欺行为的异常模式。在医疗保健产业，资料探勘工具透过分析治疗记录和病患资料来确定最有效的医疗实践，从而改善患者照护效果。此外，在製造业，资料探勘可以透过分析生产资料来预测设备故障并提高营运效率。这种广泛的应用范围表明，资料探勘能够对提高效率、降低成本和推动不同商业环境中的创新产生变革性影响。

在实施资料探勘工具时，您会面临哪些挑战？

实施资料探勘工具会为组织带来许多挑战，组织必须克服这些挑战才能最大限度地发挥其价值。其中一个关键挑战是数据本身的品质。资料探勘输出的品质取决于输入资料的品质。数据中的不准确、资讯不完整和杂讯会严重扭曲分析结果，并导致错误的结论。此外，将资料探勘工具整合到现有IT基础设施中通常需要进行大量调整并考虑相容性问题，这可能资源彙整且技术复杂。资料探勘也会带来资料隐私和安全方面的挑战，尤其是在处理敏感资料时，因为它涉及存取和分析个人及机密资料。应对这些挑战需要强有力的资料管治、持续的资料品管以及严格遵守安全通讯协定。

资料探勘工具市场的成长要素是什么？

资料探勘工具市场的成长受多种因素驱动，反映出现代商业营运中对资料分析的依赖程度日益提高。随着企业不断认识到数据的战略价值，对能够高效处理和分析大规模数据集的工具的需求激增。巨量资料技术的蓬勃发展以及源自数位和互联技术的数据日益丰富，进一步推动了这一趋势。此外，各行业的竞争压力迫使企业采用资料探勘技术，以获取能够改善客户体验、优化营运和提升决策流程的洞察。人工智慧 (AI) 和机器学习 (ML) 能力的扩展也促进了资料探勘工具的演进和效能提升，使其更易于获取并适用于各个行业。此外，随着企业专注于数据驱动型策略以推动成长和创新，对资料探勘等高阶分析工具的需求持续成长，从而确保了市场的持续发展。

部分：

组成部分（服务、工具）、业务职能（行销、财务、供应链/物流、营运）

受访公司范例

  • 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

人工智慧集成

我们正在利用检验的专家内容和人工智慧工具，变革市场和竞争情报。

Market Glass, Inc. 并没有采用查询LLM 或产业专用的SLM 的典型方法，而是建立了一个由世界各地领域专家精心策划的内容库，其中包括影片文字稿、部落格、搜寻引擎研究以及大量的公司、产品/服务和市场数据。

关税影响係数

在最新发布的报告中，Market Glass, Inc. 将关税对地理市场的影响纳入考量，并根据公司总部所在地、製造地以及进出口（成品和OEM产品）情况，预测企业竞争地位的变化。这种复杂多变的市场现实将对竞争对手产生许多影响，包括销货成本增加、盈利下降以及供应链重组。

目录

第一章调查方法

第二章执行摘要

  • 市场概览
  • 主要企业
  • 市场趋势和驱动因素
  • 全球市场展望

第三章 市场分析

  • 美国
  • 加拿大
  • 日本
  • 中国
  • 欧洲
  • 法国
  • 德国
  • 义大利
  • 英国
  • 其他欧洲
  • 亚太地区
  • 世界其他地区

第四章 竞赛

简介目录
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