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시장보고서
상품코드
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데이터 마이닝 툴 시장 : 시장 규모, 점유율, 동향 분석 보고서 - 컴포넌트별, 비즈니스 기능별, 기업 규모별, 전개별, 업계별, 지역별, 부문별 예측(2025-2033년)Data Mining Tools Market Size, Share & Trends Analysis Report By Component, By Business Function, By Enterprise Size, By Deployment, By Vertical, By Region, And Segment Forecasts, 2025 - 2033 |
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데이터 마이닝 툴 시장 요약
세계의 데이터 마이닝 툴 시장 규모는 2024년에 11억 9,000만 달러로 평가되었고, 2025-2033년 연평균 복합 성장률(CAGR) 12.3%로 성장할 전망이며, 2033년에는 33억 7,000만 달러에 이를 것으로 예측됩니다. 이 성장의 배경에는 클라우드 기반 솔루션의 채용이 증가하고 있는 것이 있습니다. 클라우드 기반 솔루션은 확장성, 유연성, 비용 효율성이 뛰어난 데이터 스토리지, 관리 및 처리 플랫폼을 제공하여 조직이 대규모 데이터 세트에서 귀중한 인사이트를 끌어내고 의사결정 프로세스를 최적화할 수 있도록 합니다.
데이터 마이닝 툴 업계의 현재 상태는 각 업계의 디지털 데이터가 급격히 증가함에 따라 광범위한 채용이 진행되고 있음을 반영합니다. 고객과의 대화, 소셜 미디어, IoT 디바이스를 통해 생성된 대규모의 복잡한 데이터 세트에서 의미 있는 패턴과 인사이트를 추출하기 위해 조직은 점점 더 데이터 마이닝에 의존하고 있습니다.
효율적인 데이터 처리 및 분석 툴 수요는 금융, 헬스케어, 소매, 통신 등의 분야에서 데이터 마이닝 솔루션의 통합을 지원하고 있습니다. 또한 컴퓨팅 파워 및 스토리지 기능의 진보는 보다 빠르고 정확한 데이터 분석을 가능하게 함으로써 시장의 꾸준한 확대에 기여하고 있습니다.
게다가 시장 성장의 원동력이 되고 있는 것은 비즈니스 인텔리전스를 강화하는 예측 분석이나 의사 결정 지원 시스템에 대한 수요 증가입니다. 기업은 데이터 마이닝 툴을 활용하여 고객 경험을 개선하고, 업무를 최적화하고, 새로운 수익 기회를 파악하고 있습니다. 데이터 마이닝 플랫폼에 인공지능 및 머신러닝 알고리즘을 적용하는 경우가 증가하고 있으며 비구조화된 데이터를 분석하여 실용적인 인사이트를 얻는 능력이 강화되었습니다. 게다가 중소기업에서 데이터 중심 전략에 대한 관심 증가는 데이터 마이닝 툴의 사용자 기반을 넓히고 채택을 더욱 촉진합니다.
또한, 데이터 마이닝 툴 업계의 향후 개발은 확장 가능하고 유연한 데이터 스토리지 및 분석 환경을 제공하는 클라우드 컴퓨팅과 빅 데이터 기술의 통합에 달려 있습니다. 클라우드 기반 데이터 마이닝 솔루션은 실시간 분석 및 협업을 가능하게 하고, 인프라 비용을 절감하고, 접근성을 향상시킵니다. 데이터 프라이버시 및 보안에 대한 규제 요건은 컴플라이언스를 준수하는 안전한 데이터 마이닝 플랫폼의 개발을 촉진합니다. 조직이 디지털 전환 및 자동화를 선호하는 동안 범용성이 높고 지능적이고 사용하기 쉬운 데이터 마이닝 툴에 대한 수요가 시장 성장을 유지할 것으로 예측됩니다.
목차
제1장 조사 방법 및 범위
제2장 주요 요약
제3장 데이터 마이닝 툴 시장의 변수, 동향 및 범위
- 시장 서문 및 계통 전망
- 시장 규모 및 성장 전망
- 업계 밸류체인 분석
- 시장 역학
- 시장 성장 촉진요인 분석
- 시장 성장 억제요인 분석
- 업계의 기회
- 업계의 과제
- 데이터 마이닝 툴 시장 분석 툴
- Porter's Five Forces 분석
- PESTEL 분석
제4장 데이터 마이닝 툴 시장 : 컴포넌트별 추정 및 동향 분석
- 부문 대시보드
- 데이터 마이닝 툴 시장 : 컴포넌트별 변동 분석(2024년, 2030년)
- 도구
- 서비스
제5장 데이터 마이닝 툴 시장 : 비즈니스 기능별 추정 및 동향 분석
- 부문 대시보드
- 데이터 마이닝 툴 시장 : 비즈니스 기능별 변동 분석(2024년, 2030년)
- 마케팅
- 금융
- 공급망 및 물류
- 오퍼레이션
제6장 데이터 마이닝 툴 시장 : 기업 규모별 추정 및 동향 분석
- 부문 대시보드
- 데이터 마이닝 툴 시장 : 기업 규모별 변동 분석(2024년, 2030년)
- 대기업
- 중소기업
제7장 데이터 마이닝 툴 시장 : 전개별 추정 및 동향 분석
- 부문 대시보드
- 데이터 마이닝 툴 시장 : 전개별 변동 분석(2024년, 2030년)
- 온프레미스
- 클라우드
제8장 데이터 마이닝 툴 시장 : 업계별 추정 및 동향 분석
- 부문 대시보드
- 데이터 마이닝 툴 시장 : 업계별 변동 분석(2024년, 2030년)
- BFSI
- 에너지 및 유틸리티
- 헬스케어
- IT 및 통신
- 소매
- 정부 및 방위
- 제조업
- 기타
제9장 데이터 마이닝 툴 시장 : 지역별 추정 및 동향 분석
- 데이터 마이닝 툴 시장 점유율 : 지역별(2024년, 2033년)
- 북미
- 컴포넌트별(2021-2033년)
- 비즈니스 기능별(2021-2033년)
- 기업 규모별(2021-2033년)
- 전개별(2021-2033년)
- 업계별(2021-2033년)
- 미국
- 캐나다
- 멕시코
- 유럽
- 컴포넌트별(2021-2033년)
- 비즈니스 기능별(2021-2033년)
- 기업 규모별(2021-2033년)
- 전개별(2021-2033년)
- 업계별(2021-2033년)
- 영국
- 독일
- 프랑스
- 아시아태평양
- 컴포넌트별(2021-2033년)
- 비즈니스 기능별(2021-2033년)
- 기업 규모별(2021-2033년)
- 전개별(2021-2033년)
- 업계별(2021-2033년)
- 중국
- 일본
- 인도
- 호주
- 한국
- 라틴아메리카
- 컴포넌트별(2021-2033년)
- 비즈니스 기능별(2021-2033년)
- 기업 규모별(2021-2033년)
- 전개별(2021-2033년)
- 업계별(2021-2033년)
- 브라질
- 중동 및 아프리카
- 컴포넌트별(2021-2033년)
- 비즈니스 기능별(2021-2033년)
- 기업 규모별(2021-2033년)
- 전개별(2021-2033년)
- 업계별(2021-2033년)
- 아랍에미리트(UAE)
- 남아프리카
- 사우디아라비아
제10장 경쟁 구도
- 주요 시장 진출기업에 의한 최근의 동향 및 영향 분석
- 기업 분류
- 기업의 시장 포지셔닝
- 기업의 시장 점유율 분석
- 기업 히트맵 분석
- 전략 매핑
- 확대
- 합병 및 인수
- 파트너십 및 협업
- 새로운 컴포넌트 출시
- 연구개발
- 기업 프로파일
- IBM Corporation
- Microsoft
- SAS Institute, Inc.
- Oracle
- Intel Corporation
- SAP SE
- Altair Engineering Inc.
- KNIME
- Teradata
- The MathWorks, Inc.
Data Mining Tools Market Summary
The global data mining tools market size was estimated at USD 1.19 billion in 2024 and is projected to reach USD 3.37 billion by 2033, growing at a CAGR of 12.3% from 2025 to 2033. This growth is driven by the increasing adoption of cloud-based solutions, which offer scalable, flexible, and cost-effective data storage, management, and processing platforms, enabling organizations to extract valuable insights from large datasets and optimize decision-making processes.
The current state of the data mining tools industry reflects widespread adoption driven by the exponential growth of digital data across industries. Organizations increasingly rely on data mining to extract meaningful patterns and insights from large, complex datasets generated through customer interactions, social media, and IoT devices.
The demand for efficient data processing and analysis tools supports integrating data mining solutions in sectors such as finance, healthcare, retail, and telecommunications. In addition, advancements in computing power and storage capabilities contribute to the market's steady expansion by enabling faster and more accurate data analysis.
Moreover, market growth is driven by the increasing demand for predictive analytics and decision support systems that enhance business intelligence. Companies utilize data mining tools to improve customer experience, optimize operations, and identify new revenue opportunities. The rising application of artificial intelligence and machine learning algorithms in data mining platforms strengthens the capacity to analyze unstructured data and produce actionable insights. Moreover, the growing focus on data-driven strategies among small and medium enterprises broadens the user base for data mining tools, further promoting adoption.
Furthermore, future developments in the data mining tools industry also depend on integrating cloud computing and big data technologies, which provide scalable and flexible data storage and analysis environments. Cloud-based data mining solutions enable real-time analytics and collaboration, reducing infrastructure costs and improving accessibility. Regulatory requirements related to data privacy and security encourage the development of compliant and secure data mining platforms. As organizations prioritize digital transformation and automation, demand for versatile, intelligent, and user-friendly data mining tools is expected to sustain market growth.
Global Data Mining Tools Market Report Segmentation
This report forecasts revenue growth at the global, regional, and country levels and provides an analysis of the latest industry trends in each of the sub-segments from 2021 to 2033. For this study, Grand View Research has segmented the global data mining tools market report based on component, business function, enterprise size, deployment, vertical, and region:
- Component Outlook (Revenue, USD Million, 2021 - 2033)
- Tools
- Services
- Business Function Outlook (Revenue, USD Million, 2021 - 2033)
- Marketing
- Finance
- Supply Chain & Logistics
- Operations
- Enterprise Size Outlook (Revenue, USD Million, 2021 - 2033)
- Large Enterprises
- SMEs
- Deployment Outlook (Revenue, USD Million, 2021 - 2033)
- On-premises
- Cloud
- Vertical Outlook (Revenue, USD Million, 2021 - 2033)
- BFSI
- Energy & Utilities
- Healthcare
- IT & Telecom
- Retail
- Government & Defense
- Manufacturing
- Others
- Regional Outlook (Revenue, USD Million, 2021 - 2033)
- North America
- U.S.
- Canada
- Mexico
- Europe
- Germany
- UK
- France
- Asia Pacific
- China
- Japan
- India
- South Korea
- Australia
- Latin America
- Brazil
- Middle East and Africa (MEA)
- UAE
- KSA
- South Africa
Table of Contents
Chapter 1. Methodology and Scope
- 1.1. Market Segmentation and Scope
- 1.2. Market Definitions
- 1.3. Research Methodology
- 1.3.1. Information Procurement
- 1.3.2. Information or Data Analysis
- 1.3.3. Market Formulation & Data Visualization
- 1.3.4. Data Validation & Publishing
- 1.4. Research Scope and Assumptions
- 1.4.1. List of Data Sources
Chapter 2. Executive Summary
- 2.1. Market Outlook
- 2.2. Segment Outlook
- 2.3. Competitive Insights
Chapter 3. Data Mining Tools Market Variables, Trends, & Scope
- 3.1. Market Introduction/Lineage Outlook
- 3.2. Market Size and Growth Prospects (USD Million)
- 3.3. Industry Value Chain Analysis
- 3.4. Market Dynamics
- 3.4.1. Market Drivers Analysis
- 3.4.2. Market Restraints Analysis
- 3.4.3. Industry Opportunities
- 3.4.4. Industry Challenges
- 3.5. Data Mining Tools Market Analysis Tools
- 3.5.1. Porter's Analysis
- 3.5.1.1. Bargaining power of the suppliers
- 3.5.1.2. Bargaining power of the buyers
- 3.5.1.3. Threats of substitution
- 3.5.1.4. Threats from new entrants
- 3.5.1.5. Competitive rivalry
- 3.5.2. PESTEL Analysis
- 3.5.2.1. Political landscape
- 3.5.2.2. Economic and Social landscape
- 3.5.2.3. Technological landscape
- 3.5.2.4. Environmental landscape
- 3.5.2.5. Legal landscape
- 3.5.1. Porter's Analysis
Chapter 4. Data Mining Tools Market: Component Estimates & Trend Analysis
- 4.1. Segment Dashboard
- 4.2. Data Mining Tools Market: Component Movement Analysis, USD Million, 2024 & 2033
- 4.3. Tools
- 4.3.1. Tools Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
- 4.4. Services
- 4.4.1. Services Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
Chapter 5. Data Mining Tools Market: Business Function Estimates & Trend Analysis
- 5.1. Segment Dashboard
- 5.2. Data Mining Tools Market: Business Function Movement Analysis, USD Million, 2024 & 2033
- 5.3. Marketing
- 5.3.1. Marketing Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
- 5.4. Finance
- 5.4.1. Finance Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
- 5.5. Supply Chain & Logistics
- 5.5.1. Supply Chain & Logistics Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
- 5.6. Operations
- 5.6.1. Operations Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
Chapter 6. Data Mining Tools Market: Enterprise Size Estimates & Trend Analysis
- 6.1. Segment Dashboard
- 6.2. Data Mining Tools Market: Enterprise Size Movement Analysis, USD Million, 2024 & 2033
- 6.3. Large Enterprises
- 6.3.1. Large Enterprises Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
- 6.4. SMEs
- 6.4.1. SMEs Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
Chapter 7. Data Mining Tools Market: Deployment Estimates & Trend Analysis
- 7.1. Segment Dashboard
- 7.2. Data Mining Tools Market: Deployment Movement Analysis, USD Million, 2024 & 2033
- 7.3. On-premises
- 7.3.1. On-premises Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
- 7.4. Cloud
- 7.4.1. Cloud Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
Chapter 8. Data Mining Tools Market: Vertical Estimates & Trend Analysis
- 8.1. Segment Dashboard
- 8.2. Data Mining Tools Market: Vertical Movement Analysis, USD Million, 2024 & 2033
- 8.3. BFSI
- 8.3.1. BFSI Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
- 8.4. Energy & Utilities
- 8.4.1. Energy & Utilities Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
- 8.5. Healthcare
- 8.5.1. Healthcare Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
- 8.6. IT & Telecom
- 8.6.1. IT & Telecom Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
- 8.7. Retail
- 8.7.1. Retail Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
- 8.8. Government & Defense
- 8.8.1. Government & Defense Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
- 8.9. Manufacturing
- 8.9.1. Manufacturing Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
- 8.10. Others
- 8.10.1. Others Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
Chapter 9. Data Mining Tools Market: Regional Estimates & Trend Analysis
- 9.1. Data Mining Tools Market Share, by Region, 2024 & 2033 USD Million
- 9.2. North America
- 9.2.1. North America Data Mining Tools Market Estimates and Forecasts, 2021 - 2033 (USD Million)
- 9.2.2. North America Data Mining Tools Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
- 9.2.3. North America Data Mining Tools Market Estimates and Forecasts, by Business Function, 2021 - 2033 (USD Million)
- 9.2.4. North America Data Mining Tools Market Estimates and Forecasts, by Enterprise Size, 2021 - 2033 (USD Million)
- 9.2.5. North America Data Mining Tools Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
- 9.2.6. North America Data Mining Tools Market Estimates and Forecasts, by Vertical, 2021 - 2033 (USD Million)
- 9.2.7. U.S.
- 9.2.7.1. U.S. Data Mining Tools Market Estimates and Forecasts, 2021 - 2033 (USD Million)
- 9.2.7.2. U.S. Data Mining Tools Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
- 9.2.7.3. U.S. Data Mining Tools Market Estimates and Forecasts, by Business Function, 2021 - 2033 (USD Million)
- 9.2.7.4. U.S. Data Mining Tools Market Estimates and Forecasts, by Enterprise Size, 2021 - 2033 (USD Million)
- 9.2.7.5. U.S. Data Mining Tools Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
- 9.2.7.6. U.S. Data Mining Tools Market Estimates and Forecasts, by Vertical, 2021 - 2033 (USD Million)
- 9.2.8. Canada
- 9.2.8.1. Canada Data Mining Tools Market Estimates and Forecasts, 2021 - 2033 (USD Million)
- 9.2.8.2. Canada Data Mining Tools Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
- 9.2.8.3. Canada Data Mining Tools Market Estimates and Forecasts, by Business Function, 2021 - 2033 (USD Million)
- 9.2.8.4. Canada Data Mining Tools Market Estimates and Forecasts, by Enterprise Size, 2021 - 2033 (USD Million)
- 9.2.8.5. Canada Data Mining Tools Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
- 9.2.8.6. Canada Data Mining Tools Market Estimates and Forecasts, by Vertical, 2021 - 2033 (USD Million)
- 9.2.9. Mexico
- 9.2.9.1. Mexico Data Mining Tools Market Estimates and Forecasts, 2021 - 2033 (USD Million)
- 9.2.9.2. Mexico Data Mining Tools Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
- 9.2.9.3. Mexico Data Mining Tools Market Estimates and Forecasts, by Business Function, 2021 - 2033 (USD Million)
- 9.2.9.4. Mexico Data Mining Tools Market Estimates and Forecasts, by Enterprise Size, 2021 - 2033 (USD Million)
- 9.2.9.5. Mexico Data Mining Tools Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
- 9.2.9.6. Mexico Data Mining Tools Market Estimates and Forecasts, by Vertical, 2021 - 2033 (USD Million)
- 9.3. Europe
- 9.3.1. Europe Data Mining Tools Market Estimates and Forecasts, 2021 - 2033 (USD Million)
- 9.3.2. Europe Data Mining Tools Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
- 9.3.3. Europe Data Mining Tools Market Estimates and Forecasts, by Business Function, 2021 - 2033 (USD Million)
- 9.3.4. Europe Data Mining Tools Market Estimates and Forecasts, by Enterprise Size, 2021 - 2033 (USD Million)
- 9.3.5. Europe Data Mining Tools Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
- 9.3.6. Europe Data Mining Tools Market Estimates and Forecasts, by Vertical, 2021 - 2033 (USD Million)
- 9.3.7. UK
- 9.3.7.1. UK Data Mining Tools Market Estimates and Forecasts, 2021 - 2033 (USD Million)
- 9.3.7.2. UK Data Mining Tools Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
- 9.3.7.3. UK Data Mining Tools Market Estimates and Forecasts, by Business Function, 2021 - 2033 (USD Million)
- 9.3.7.4. UK Data Mining Tools Market Estimates and Forecasts, by Enterprise Size, 2021 - 2033 (USD Million)
- 9.3.7.5. UK Data Mining Tools Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
- 9.3.7.6. UK Data Mining Tools Market Estimates and Forecasts, by Vertical, 2021 - 2033 (USD Million)
- 9.3.8. Germany
- 9.3.8.1. Germany Data Mining Tools Market Estimates and Forecasts, 2021 - 2033 (USD Million)
- 9.3.8.2. Germany Data Mining Tools Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
- 9.3.8.3. Germany Data Mining Tools Market Estimates and Forecasts, by Business Function, 2021 - 2033 (USD Million)
- 9.3.8.4. Germany Data Mining Tools Market Estimates and Forecasts, by Enterprise Size, 2021 - 2033 (USD Million)
- 9.3.8.5. Germany Data Mining Tools Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
- 9.3.8.6. Germany Data Mining Tools Market Estimates and Forecasts, by Vertical, 2021 - 2033 (USD Million)
- 9.3.9. France
- 9.3.9.1. France Data Mining Tools Market Estimates and Forecasts, 2021 - 2033 (USD Million)
- 9.3.9.2. France Data Mining Tools Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
- 9.3.9.3. France Data Mining Tools Market Estimates and Forecasts, by Business Function, 2021 - 2033 (USD Million)
- 9.3.9.4. France Data Mining Tools Market Estimates and Forecasts, by Enterprise Size, 2021 - 2033 (USD Million)
- 9.3.9.5. France Data Mining Tools Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
- 9.3.9.6. France Data Mining Tools Market Estimates and Forecasts, by Vertical, 2021 - 2033 (USD Million)
- 9.4. Asia Pacific
- 9.4.1. Asia Pacific Data Mining Tools Market Estimates and Forecasts, 2021 - 2033 (USD Million)
- 9.4.2. Asia Pacific Data Mining Tools Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
- 9.4.3. Asia Pacific Data Mining Tools Market Estimates and Forecasts, by Business Function, 2021 - 2033 (USD Million)
- 9.4.4. Asia Pacific Data Mining Tools Market Estimates and Forecasts, by Enterprise Size, 2021 - 2033 (USD Million)
- 9.4.5. Asia Pacific Data Mining Tools Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
- 9.4.6. Asia Pacific Data Mining Tools Market Estimates and Forecasts, by Vertical, 2021 - 2033 (USD Million)
- 9.4.7. China
- 9.4.7.1. China Data Mining Tools Market Estimates and Forecasts, 2021 - 2033 (USD Million)
- 9.4.7.2. China Data Mining Tools Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
- 9.4.7.3. China Data Mining Tools Market Estimates and Forecasts, by Business Function, 2021 - 2033 (USD Million)
- 9.4.7.4. China Data Mining Tools Market Estimates and Forecasts, by Enterprise Size, 2021 - 2033 (USD Million)
- 9.4.7.5. China Data Mining Tools Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
- 9.4.7.6. China Data Mining Tools Market Estimates and Forecasts, by Vertical, 2021 - 2033 (USD Million)
- 9.4.8. Japan
- 9.4.8.1. Japan Data Mining Tools Market Estimates and Forecasts, 2021 - 2033 (USD Million)
- 9.4.8.2. Japan Data Mining Tools Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
- 9.4.8.3. Japan Data Mining Tools Market Estimates and Forecasts, by Business Function, 2021 - 2033 (USD Million)
- 9.4.8.4. Japan Data Mining Tools Market Estimates and Forecasts, by Enterprise Size, 2021 - 2033 (USD Million)
- 9.4.8.5. Japan Data Mining Tools Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
- 9.4.8.6. Japan Data Mining Tools Market Estimates and Forecasts, by Vertical, 2021 - 2033 (USD Million)
- 9.4.9. India
- 9.4.9.1. India Data Mining Tools Market Estimates and Forecasts, 2021 - 2033 (USD Million)
- 9.4.9.2. India Data Mining Tools Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
- 9.4.9.3. India Data Mining Tools Market Estimates and Forecasts, by Business Function, 2021 - 2033 (USD Million)
- 9.4.9.4. India Data Mining Tools Market Estimates and Forecasts, by Enterprise Size, 2021 - 2033 (USD Million)
- 9.4.9.5. India Data Mining Tools Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
- 9.4.9.6. India Data Mining Tools Market Estimates and Forecasts, by Vertical, 2021 - 2033 (USD Million)
- 9.4.10. Australia
- 9.4.10.1. Australia Data Mining Tools Market Estimates and Forecasts, 2021 - 2033 (USD Million)
- 9.4.10.2. Australia Data Mining Tools Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
- 9.4.10.3. Australia Data Mining Tools Market Estimates and Forecasts, by Business Function, 2021 - 2033 (USD Million)
- 9.4.10.4. Australia Data Mining Tools Market Estimates and Forecasts, by Enterprise Size, 2021 - 2033 (USD Million)
- 9.4.10.5. Australia Data Mining Tools Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
- 9.4.10.6. Australia Data Mining Tools Market Estimates and Forecasts, by Vertical, 2021 - 2033 (USD Million)
- 9.4.11. South Korea
- 9.4.11.1. South Korea Data Mining Tools Market Estimates and Forecasts, 2021 - 2033 (USD Million)
- 9.4.11.2. South Korea Data Mining Tools Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
- 9.4.11.3. South Korea Data Mining Tools Market Estimates and Forecasts, by Business Function, 2021 - 2033 (USD Million)
- 9.4.11.4. South Korea Data Mining Tools Market Estimates and Forecasts, by Enterprise Size, 2021 - 2033 (USD Million)
- 9.4.11.5. South Korea Data Mining Tools Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
- 9.4.11.6. South Korea Data Mining Tools Market Estimates and Forecasts, by Vertical, 2021 - 2033 (USD Million)
- 9.5. Latin America
- 9.5.1. Latin America Data Mining Tools Market Estimates and Forecasts, 2021 - 2033 (USD Million)
- 9.5.2. Latin America Data Mining Tools Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
- 9.5.3. Latin America Data Mining Tools Market Estimates and Forecasts, by Business Function, 2021 - 2033 (USD Million)
- 9.5.4. Latin America Data Mining Tools Market Estimates and Forecasts, by Enterprise Size, 2021 - 2033 (USD Million)
- 9.5.5. Latin America Data Mining Tools Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
- 9.5.6. Latin America Data Mining Tools Market Estimates and Forecasts, by Vertical, 2021 - 2033 (USD Million)
- 9.5.7. Brazil
- 9.5.7.1. Brazil Data Mining Tools Market Estimates and Forecasts, 2021 - 2033 (USD Million)
- 9.5.7.2. Brazil Data Mining Tools Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
- 9.5.7.3. Brazil Data Mining Tools Market Estimates and Forecasts, by Business Function, 2021 - 2033 (USD Million)
- 9.5.7.4. Brazil Data Mining Tools Market Estimates and Forecasts, by Enterprise Size, 2021 - 2033 (USD Million)
- 9.5.7.5. Brazil Data Mining Tools Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
- 9.5.7.6. Brazil Data Mining Tools Market Estimates and Forecasts, by Vertical, 2021 - 2033 (USD Million)
- 9.6. Middle East and Africa
- 9.6.1. Middle East and Africa Data Mining Tools Market Estimates and Forecasts, 2021 - 2033 (USD Million)
- 9.6.2. Middle East and Africa Data Mining Tools Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
- 9.6.3. Middle East and Africa Data Mining Tools Market Estimates and Forecasts, by Business Function, 2021 - 2033 (USD Million)
- 9.6.4. Middle East and Africa Data Mining Tools Market Estimates and Forecasts, by Enterprise Size, 2021 - 2033 (USD Million)
- 9.6.5. Middle East and Africa Data Mining Tools Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
- 9.6.6. Middle East and Africa Data Mining Tools Market Estimates and Forecasts, by Vertical, 2021 - 2033 (USD Million)
- 9.6.7. UAE
- 9.6.7.1. UAE Data Mining Tools Market Estimates and Forecasts, 2021 - 2033 (USD Million)
- 9.6.7.2. UAE Data Mining Tools Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
- 9.6.7.3. UAE Data Mining Tools Market Estimates and Forecasts, by Business Function, 2021 - 2033 (USD Million)
- 9.6.7.4. UAE Data Mining Tools Market Estimates and Forecasts, by Enterprise Size, 2021 - 2033 (USD Million)
- 9.6.7.5. UAE Data Mining Tools Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
- 9.6.7.6. UAE Data Mining Tools Market Estimates and Forecasts, by Vertical, 2021 - 2033 (USD Million)
- 9.6.8. South Africa
- 9.6.8.1. South Africa Data Mining Tools Market Estimates and Forecasts, 2021 - 2033 (USD Million)
- 9.6.8.2. South Africa Data Mining Tools Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
- 9.6.8.3. South Africa Data Mining Tools Market Estimates and Forecasts, by Business Function, 2021 - 2033 (USD Million)
- 9.6.8.4. South Africa Data Mining Tools Market Estimates and Forecasts, by Enterprise Size, 2021 - 2033 (USD Million)
- 9.6.8.5. South Africa Data Mining Tools Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
- 9.6.8.6. South Africa Data Mining Tools Market Estimates and Forecasts, by Vertical, 2021 - 2033 (USD Million)
- 9.6.9. KSA
- 9.6.9.1. KSA Data Mining Tools Market Estimates and Forecasts, 2021 - 2033 (USD Million)
- 9.6.9.2. KSA Data Mining Tools Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
- 9.6.9.3. KSA Data Mining Tools Market Estimates and Forecasts, by Business Function, 2021 - 2033 (USD Million)
- 9.6.9.4. KSA Data Mining Tools Market Estimates and Forecasts, by Enterprise Size, 2021 - 2033 (USD Million)
- 9.6.9.5. KSA Data Mining Tools Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
- 9.6.9.6. KSA Data Mining Tools Market Estimates and Forecasts, by Vertical, 2021 - 2033 (USD Million)
Chapter 10. Competitive Landscape
- 10.1. Recent Developments & Impact Analysis by Key Market Participants
- 10.2. Company Categorization
- 10.3. Company Market Positioning
- 10.4. Company Market Share Analysis
- 10.5. Company Heat Map Analysis
- 10.6. Strategy Mapping
- 10.6.1. Expansion
- 10.6.2. Mergers & Acquisition
- 10.6.3. Partnerships & Collaborations
- 10.6.4. New Component Launches
- 10.6.5. Research and Development
- 10.7. Company Profiles
- 10.7.1. IBM Corporation
- 10.7.1.1. Participant's Overview
- 10.7.1.2. Financial Performance
- 10.7.1.3. Component Benchmarking
- 10.7.1.4. Recent Developments
- 10.7.2. Microsoft
- 10.7.2.1. Participant's Overview
- 10.7.2.2. Financial Performance
- 10.7.2.3. Component Benchmarking
- 10.7.2.4. Recent Developments
- 10.7.3. SAS Institute, Inc.
- 10.7.3.1. Participant's Overview
- 10.7.3.2. Financial Performance
- 10.7.3.3. Component Benchmarking
- 10.7.3.4. Recent Developments
- 10.7.4. Oracle
- 10.7.4.1. Participant's Overview
- 10.7.4.2. Financial Performance
- 10.7.4.3. Component Benchmarking
- 10.7.4.4. Recent Developments
- 10.7.5. Intel Corporation
- 10.7.5.1. Participant's Overview
- 10.7.5.2. Financial Performance
- 10.7.5.3. Component Benchmarking
- 10.7.5.4. Recent Developments
- 10.7.6. SAP SE
- 10.7.6.1. Participant's Overview
- 10.7.6.2. Financial Performance
- 10.7.6.3. Component Benchmarking
- 10.7.6.4. Recent Developments
- 10.7.7. Altair Engineering Inc.
- 10.7.7.1. Participant's Overview
- 10.7.7.2. Financial Performance
- 10.7.7.3. Component Benchmarking
- 10.7.7.4. Recent Developments
- 10.7.8. KNIME
- 10.7.8.1. Participant's Overview
- 10.7.8.2. Financial Performance
- 10.7.8.3. Component Benchmarking
- 10.7.8.4. Recent Developments
- 10.7.9. Teradata
- 10.7.9.1. Participant's Overview
- 10.7.9.2. Financial Performance
- 10.7.9.3. Component Benchmarking
- 10.7.9.4. Recent Developments
- 10.7.10. The MathWorks, Inc.
- 10.7.10.1. Participant's Overview
- 10.7.10.2. Financial Performance
- 10.7.10.3. Component Benchmarking
- 10.7.10.4. Recent Developments
- 10.7.1. IBM Corporation
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