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市场调查报告书
商品编码
1544070

全球资料探勘工具市场

Data Mining Tools
出版日期: | 出版商: 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

到 2030 年，全球资料探勘工具市场预计将达到 20 亿美元

2023年全球资料探勘工具市场估计为9.761亿美元，预计到2030年将达到20亿美元，2023年至2030年复合年增长率为10.4%。服务部分是本报告分析的细分市场之一，预计复合年增长率为 10.2%，到分析期结束时将达到 13 亿美元。分析期间工具和零件产业的复合年增长率预计为 10.8%。

美国市场预估为2.611亿美元，中国预期复合年增长率为9.8%

预计 2023 年美国资料探勘工具市场规模将达到 2.611 亿美元。中国作为全球第二大经济体，预计2030年市场规模将达3.014亿美元，2023年至2030年复合年增长率为9.8%。其他值得注意的区域市场包括日本和加拿大，在分析期间预计复合年增长率分别为 9.3% 和 8.7%。在欧洲，德国的复合年增长率预计约为 8.1%。

全球资料探勘工具市场 - 主要趋势与驱动因素总结

什么是资料探勘工具以及它们如何改变业务分析？

资料探勘工具是旨在系统地探索大型资料集并识别有意义的模式、趋势和关係的软体应用程式。这些工具利用先进的统计演算法和机器学习技术从资料中提取可操作的见解，企业可以在决策流程中利用这些见解。在当今资料主导的环境中，资料探勘的重要性在于其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。透过使用资料探勘工具，公司可以预测消费者行为、优化业务流程并增强策略规划。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率和潜在风险也至关重要。

资料探勘工具如何应用于各行业？

资料探勘工具用途广泛，可应用于各种产业，每个产业都利用这些工具来解决特定的挑战和目标。在零售业，资料探勘可以帮助了解购买模式并根据客户行为的预测分析来优化库存管理。金融机构使用这些工具进行信用评分和诈欺检测，透过分析交易资料来识别可能表明诈欺活动的异常模式。在医疗保健领域，资料探勘工具用于透过分析治疗记录和患者资料来找到最有效的医疗方法，从而改善患者的治疗结果。此外，在製造领域，这些工具可以透过分析生产资料来预测设备故障并简化操作。如此广泛的应用强调了资料探勘在提高效率、降低成本和推动各种业务场景创新方面具有变革性作用。

实施资料探勘工具时面临哪些挑战？

实施资料探勘工具提出了组织必须克服的几个挑战才能获得最大的利益。主要挑战之一是资料本身的品质。资料探勘的输出与资料输入一样好。资料不准确、资讯不完整和杂讯可能会严重影响分析结果并导致误导性结论。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重大调整和相容性考虑，并且可能会占用资源彙整且技术复杂。此外，由于资料探勘通常涉及存取和分析个人和资料，因此在资料隐私和安全方面也存在挑战，尤其是敏感资讯的处理。应对这些挑战需要强有力的资料管治、对资料品质的持续控制以及遵守严格的安全通讯协定。

推动资料探勘工具市场成长的因素有哪些？

资料探勘工具市场的成长是由多种因素推动的，反映了现代业务营运中对资料分析的日益依赖。随着公司不断认识到资料的战略价值，对能够有效处理和分析大型资料集的工具的需求正在迅速增加。巨量资料技术的发展以及数位和连网型技术的资料可用性的不断增加进一步推动了这一趋势。此外，跨产业的竞争压力正促使公司采用资料探勘来获得竞争考察，从而改善客户体验、优化业务并增强决策流程。人工智慧和机器学习能力的扩展也促进了资料探勘工具的发展和有效性，使它们在各个领域更易于使用和适用。此外，随着公司越来越注重资料主导的策略来推动成长和创新，对资料探勘等先进分析工具的需求将持续成长，确保市场的持续成长。

调查企业范例（共42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

目录

第一章调查方法

第 2 章执行摘要

  • 市场概况
  • 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
  • 其他欧洲国家
  • 亚太地区
  • 其他领域

第四章 比赛

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$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