한글목차

세계의 데이터 마이닝 툴 시장은 2030년까지 20억 달러에 달할 전망

2023년에 9억 7,610만 달러로 추정되는 세계의 데이터 마이닝 툴 시장은 2023-2030년 CAGR 10.4%로 성장하며, 2030년에는 20억 달러에 달할 것으로 예측됩니다. 본 리포트에서 분석한 부문의 하나인 서비스 컴포넌트는 CAGR 10.2%를 기록하며, 분석 기간 종료시에는 13억 달러에 달할 것으로 예측됩니다. 툴·컴포넌트 분야의 성장률은 분석 기간 중 CAGR 10.8%로 추정됩니다.

미국 시장은 2억 6,110만 달러로 추정, 중국은 CAGR 9.8%로 성장할 것으로 예측

미국의 데이터 마이닝 툴 시장은 2023년에 2억 6,110만 달러로 추정됩니다. 세계 2위의 경제대국인 중국은 2023-2030년 CAGR 9.8%로 추이하며, 2030년에는 3억 140만 달러 시장 규모에 달할 것으로 예측됩니다. 기타 주목해야 할 지역별 시장으로는 일본과 캐나다가 있으며, 분석 기간 중 CAGR은 각각 9.3%와 8.7%로 예측됩니다. 유럽에서는 독일이 CAGR 약 8.1%로 성장할 것으로 예측됩니다.

세계의 데이터 마이닝 툴 시장 - 주요 동향과 촉진요인 정리

데이터 마이닝 툴이란 무엇이며, 비즈니스 분석을 어떻게 변혁하는가?

데이터 마이닝 툴은 대규모 데이터세트를 체계적으로 탐색하고 의미 있는 패턴, 추세 및 관계를 식별하기 위해 설계된 소프트웨어 애플리케이션입니다. 이러한 툴은 고급 통계 알고리즘과 머신러닝 기술을 활용하여 데이터에서 실행 가능한 인사이트을 추출하여 기업이 의사 결정 과정에 활용할 수 있도록 도와줍니다. 오늘날의 데이터 중심 환경에서 데이터 마이닝의 중요성은 고객과의 상호 작용, 상거래 및 온라인 활동을 통해 축적된 방대한 양의 원시 데이터를 가치 있는 지식으로 전환할 수 있는 능력에 있습니다. 데이터 마이닝 툴을 통해 기업은 소비자 행동을 예측하고, 비즈니스 프로세스를 최적화하며, 전략적 계획을 강화할 수 있습니다. 이러한 분석 능력은 경쟁 우위를 확보하는 것뿐만 아니라 조직 운영의 비효율성과 잠재적 위험을 파악하는 데에도 매우 중요합니다.

데이터 마이닝 툴은 다양한 산업에서 어떻게 활용되고 있는가?

데이터 마이닝 툴은 범용성이 높아 다양한 업종에 적용될 수 있으며, 각기 특정 과제와 목적에 대응하기 위해 툴을 활용하고 있습니다. 소매업에서는 데이터 마이닝을 통해 구매 패턴을 파악하고 고객 행동의 예측 분석을 기반으로 재고 관리를 최적화할 수 있습니다. 금융기관은 거래 데이터를 분석하여 부정행위를 나타낼 수 있는 비정상적인 패턴을 식별하여 신용점수를 매기고 부정행위를 탐지하는 데 활용하고 있습니다. 의료 분야에서는 치료 기록과 환자 데이터를 분석하여 가장 효과적인 의료 행위를 찾아내어 환자의 치료 결과를 개선하기 위해 데이터 마이닝 툴이 사용되고 있습니다. 또한 제조 분야에서 이러한 툴은 생산 데이터를 분석하여 장비 고장을 예측하고 운영을 간소화할 수 있습니다. 이러한 광범위한 적용 범위는 데이터 마이닝이 다양한 비즈니스 현장에서 효율성 향상, 비용 절감 및 혁신 추진에 변화를 가져올 수 있다는 점을 강조합니다.

데이터 마이닝 툴을 도입할 때 직면하는 과제는?

데이터 마이닝 툴을 도입할 때 조직이 최대한의 혜택을 누리기 위해 극복해야 할 몇 가지 과제가 있습니다. 주요 과제 중 하나는 데이터 자체의 품질입니다. 데이터 마이닝의 출력은 데이터 입력만큼이나 중요합니다. 데이터의 부정확성, 불완전한 정보, 노이즈는 분석 결과를 크게 왜곡하여 잘못된 결론을 도출할 수 있습니다. 또한 데이터 마이닝 툴을 기존 IT 인프라에 통합하려면 상당한 조정과 호환성을 고려해야 하는 경우가 많으며, 리소스 집약적이고 기술적으로 복잡할 수 있습니다. 또한 데이터 마이닝은 종종 개인 및 독점 데이터에 대한 접근 및 분석을 포함하므로 데이터 프라이버시 및 보안, 특히 기밀 정보 취급에 대한 문제가 발생할 수 있습니다. 이러한 문제를 해결하기 위해서는 강력한 데이터 거버넌스, 지속적인 데이터 품질관리, 엄격한 보안 프로토콜을 준수해야 합니다.

데이터 마이닝 툴 시장의 성장을 가속하는 요인은 무엇인가?

데이터 마이닝 툴 시장의 성장은 현대 비즈니스 운영에서 데이터 분석에 대한 의존도가 높아짐에 따라 몇 가지 요인에 의해 주도되고 있습니다. 기업이 데이터의 전략적 가치를 지속적으로 인식함에 따라 대규모 데이터세트를 효율적으로 처리하고 분석할 수 있는 툴에 대한 수요가 급증하고 있습니다. 이는 빅데이터 기술의 성장과 디지털 및 커넥티드 기술로 인한 데이터 가용성 증가로 인해 더욱 가속화되고 있습니다. 또한 업계 전반의 경쟁 압력으로 인해 기업은 데이터 마이닝을 도입하여 고객 경험을 개선하고, 업무를 최적화하며, 의사결정 프로세스를 강화할 수 있는 경쟁적 고려사항을 얻으려는 노력을 기울이고 있습니다. 인공지능과 머신러닝 기능의 확대는 데이터 마이닝 툴의 진화와 효과에 기여하고 있으며, 다양한 분야에서 더 쉽게 접근하고 적용할 수 있도록 돕고 있습니다. 또한 기업이 성장과 혁신을 추진하기 위해 데이터베이스 전략에 점점 더 집중함에 따라 데이터 마이닝과 같은 고급 분석 툴에 대한 요구가 계속 확대되어 시장의 지속적인 성장을 보장하고 있습니다.

조사 대상 기업의 예(총 42건)

• 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

목차

제1장 조사 방법

제2장 개요

• 시장 개요
• 주요 기업
• 시장 동향과 촉진요인
• 세계 시장의 전망

제3장 시장 분석

• 미국
• 캐나다
• 일본
• 중국
• 유럽
• 프랑스
• 독일
• 이탈리아
• 영국
• 기타 유럽
• 아시아태평양
• 기타 지역

제4장 경쟁

영문목차

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