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세계의 데이터 마이닝 툴 시장, 규모, 점유율, 동향, 산업 분석 보고서 : 컴포넌트별, 비즈니스 펑션별, 기업 규모별, 전개 형태별, 업계별, 지역별 - 시장 예측(2025-2034년)

Data Mining Tools Market Size, Share, Trend, Industry Analysis Report By Component (Tools, Services), By Business Function, By Enterprise Size, By Deployment, By Vertical, By Region - Market Forecast, 2025-2034
발행일: | 리서치사: Polaris Market Research | 페이지 정보: 영문 129 Pages | 배송안내 : 1-2일 (영업일 기준)

    
    
    



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Polaris Market Research의 최신 조사에 따르면, 데이터 마이닝 툴 시장 규모는 2034년까지 36억 5,000만 달러에 달할 것으로 예측됩니다. 이 보고서는 현재 시장 역학에 대한 자세한 통찰력과 미래 시장 성장에 대한 분석을 제공합니다.

데이터 마이닝 툴 시장은 방대한 데이터 세트에서 패턴, 관계, 실용적인 통찰력을 추출하기 위해 설계된 플랫폼과 기술을 중심으로 발전하고 있습니다. 이러한 도구는 예측 분석, 고객 세분화, 부정행위 감지, 산업 전반의 비즈니스 예측을 가능하게 하는 데 중요한 역할을 합니다. 핵심 기능은 복잡한 원시 데이터를 지능적인 의사결정과 전략적 계획을 지원하는 구조화된 정보로 변환하는 것입니다. 기업은 데이터 마이닝 툴를 도입하여 프로세스를 간소화하고, 고객 경험을 개선하며, 변화하는 시장에서 경쟁력을 높이고 있습니다. 주요 성장 요인 중 하나는 변화하는 소비자 행동과 비즈니스 역학에 적응할 수 있는 실시간 분석 및 비즈니스 인텔리전스에 대한 수요가 증가하고 있으며, AI 및 머신러닝 모델의 채택이 증가함에 따라 공급업체들은 고급 알고리즘 기능을 툴에 통합해야 하는 상황에 직면해 있습니다. 주목할 만한 업계 트렌드는 기술 사용자와 비즈니스 사용자 모두를 위한 클라우드 기반 로우코드 플랫폼으로의 전환입니다.

데이터 프라이버시 규제가 강화되면서 기업들은 안전한 데이터 처리와 거버넌스를 제공하는 컴플라이언스 솔루션을 찾고 있습니다. 특히 소매, 헬스케어, 물류 등의 분야에서 애널리틱스를 처음 도입하는 중소기업에 비즈니스 기회가 창출되고 있습니다. 크로스 플랫폼 호환성, 도입 용이성, 기존 업무 시스템과의 통합은 필수적인 기능이 되고 있습니다. 기업들은 또한 디지털 전환과 자동화 목표를 지원하기 위해 이러한 툴을 활용하고 있습니다. 데이터 사이언스 방법과 사용자의 기대치가 계속 진화함에 따라 이 고부가가치 시장은 지속적인 혁신과 맞춤화를 요구하고 있으며, 최신 기업 분석 인프라의 중요한 구성 요소로 자리 잡고 있습니다.

데이터 마이닝 툴 시장 보고서 하이라이트

구성 요소별로 보면, 핵심 데이터 분석 및 예측 모델링 프로세스에서 널리 사용되는 도구 부문이 2024년 매출 점유율의 약 60%를 차지했습니다.

비즈니스 기능별로는 캠페인 개인화 및 ROI 측정을 위한 고객 분석의 활용이 증가함에 따라 2024년 마케팅 분야가 가장 큰 매출 점유율을 차지했습니다.

2024년 북미 데이터 마이닝 툴 시장은 금융, 헬스케어, 소매 등의 분야에서 기업들이 고급 분석을 적극적으로 도입하면서 매출 점유율의 약 35%를 차지했습니다.

유럽 데이터 마이닝 툴 시장은 예측 기간 동안 데이터 프라이버시, 예측 분석, 자동화에 대한 업계 전반의 관심이 높아짐에 따라 크게 성장할 것으로 예측됩니다.

시장 주요 기업으로는 Altair Engineering Inc., IBM Corporation, Intel Corporation, KNIME, Microsoft, Oracle, SAP SE, SAS Institute, Inc. MathWorks, Inc. 등이 있습니다.

목차

제1장 서론

제2장 주요 요약

제3장 조사 방법

제4장 세계의 데이터 마이닝 툴 시장 인사이트

  • 시장 현황
  • 데이터 마이닝 툴 시장 역학
    • 성장 촉진요인과 기회
    • 성장 억제요인과 과제
  • PESTEL 분석
  • 데이터 마이닝 툴 시장 동향
  • 밸류체인 분석

제5장 세계의 데이터 마이닝 툴 시장 : 컴포넌트별

  • 주요 조사 결과
  • 서론
  • 툴
  • 서비스

제6장 세계의 데이터 마이닝 툴 시장 : 비즈니스 펑션별

  • 주요 조사 결과
  • 서론
  • 마케팅
  • 파이낸싱
  • 공급망 및 물류
  • 오퍼레이션

제7장 세계의 데이터 마이닝 툴 시장 : 기업 규모별

  • 주요 조사 결과
  • 서론
  • 대기업
  • 중소기업

제8장 세계의 데이터 마이닝 툴 시장 : 전개 형태별

  • 주요 조사 결과
  • 서론
  • On-Premise
  • 클라우드

제9장 세계의 데이터 마이닝 툴 시장 : 업계별

  • 주요 조사 결과
  • 서론
  • 은행, 금융서비스 및 보험(BFSI)
  • 에너지 및 유틸리티
  • 헬스케어
  • IT 및 통신
  • 소매
  • 정부 및 방위
  • 제조업
  • 기타

제10장 세계의 데이터 마이닝 툴 시장 : 지역별

  • 주요 조사 결과
  • 서론
    • 데이터 마이닝 툴 시장 분석 : 지역별, 2020-2034년
  • 북미
    • 북미 : 컴포넌트별, 2020-2034년
    • 북미 : 비즈니스 펑션별, 2020-2034년
    • 북미 : 기업 규모별, 2020-2034년
    • 북미 : 전개 형태별, 2020-2034년
    • 북미 : 업계별, 2020-2034년
    • 미국
    • 캐나다
  • 유럽
    • 유럽 : 구성별, 2020-2034년
    • 유럽 : 비즈니스 펑션별, 2020-2034년
    • 유럽 : 기업 규모별, 2020-2034년
    • 유럽 : 전개 형태별, 2020-2034년
    • 유럽 : 업계별, 2020-2034년
    • 영국
    • 프랑스
    • 독일
    • 이탈리아
    • 스페인
    • 네덜란드
    • 러시아
    • 기타 유럽
  • 아시아태평양
    • 아시아태평양 : 구성별, 2020-2034년
    • 아시아태평양 : 비즈니스 펑션별, 2020-2034년
    • 아시아태평양 : 기업 규모별, 2020-2034년
    • 아시아태평양 : 전개 형태별, 2020-2034년
    • 아시아태평양 : 업계별, 2020-2034년
    • 중국
    • 인도
    • 말레이시아
    • 일본
    • 인도네시아
    • 한국
    • 호주
    • 기타 아시아태평양
  • 중동 및 아프리카
    • 중동 및 아프리카 : 구성별, 2020-2034년
    • 중동 및 아프리카 : 비즈니스 펑션별, 2020-2034년
    • 중동 및 아프리카 : 기업 규모별, 2020-2034년
    • 중동 및 아프리카 : 전개 형태별, 2020-2034년
    • 중동 및 아프리카 : 업계별, 2020-2034년
    • 사우디아라비아
    • 아랍에미리트(UAE)
    • 이스라엘
    • 남아프리카공화국
    • 기타 중동 및 아프리카
  • 라틴아메리카
    • 라틴아메리카 : 구성별, 2020-2034년
    • 라틴아메리카 : 비즈니스 펑션별, 2020-2034년
    • 라틴아메리카 : 기업 규모별, 2020-2034년
    • 라틴아메리카 : 전개 형태별, 2020-2034년
    • 라틴아메리카 : 업계별, 2020-2034년
    • 멕시코
    • 브라질
    • 아르헨티나
    • 기타 라틴아메리카

제11장 경쟁 구도

  • 확대와 인수 분석
    • 확대
    • 인수
  • 제휴/협업/합의/공개

제12장 기업 개요

  • Altair Engineering Inc.
  • IBM Corporation
  • Intel Corporation
  • KNIME
  • Microsoft
  • Oracle
  • SAP SE
  • SAS Institute, Inc.
  • Teradata
  • The MathWorks, Inc.
LSH 25.07.14

The data mining tools market size is expected to reach USD 3.65 billion by 2034, according to a new study by Polaris Market Research. The report "Data Mining Tools Market Size, Share, Trend, Industry Analysis Report By Component (Tools, Services), By Business Function, By Enterprise Size, By Deployment, By Vertical, By Region - Market Forecast, 2025-2034" gives a detailed insight into current market dynamics and provides analysis on future market growth.

The data mining tools market revolves around platforms and technologies designed to extract patterns, relationships, and actionable insights from vast datasets. These tools play a critical role in enabling predictive analytics, customer segmentation, fraud detection, and operational forecasting across industries. The core function lies in transforming raw, complex data into structured information that supports intelligent decision-making and strategic planning. Organizations are deploying data mining tools to streamline processes, improve customer experience, and gain a competitive edge in fast-changing markets. One of the main growth drivers is the rising demand for real-time analytics and business intelligence that can adapt to fluctuating consumer behavior and operational dynamics. Increasing adoption of AI and machine learning models is pushing vendors to integrate advanced algorithmic capabilities into their tools. A noticeable industry trend is the shift toward cloud-based, low-code platforms that cater to both technical and business users.

As data privacy regulations tighten, companies seek compliant solutions that offer secure data processing and governance. Opportunities are emerging in small and mid-sized enterprises adopting analytics for the first time, particularly in sectors such as retail, healthcare, and logistics. Cross-platform compatibility, ease of deployment, and integration with existing business systems are becoming essential features. Companies are also leveraging these tools to support digital transformation and automation goals. The ongoing evolution in data science methodologies and user expectations is prompting continuous innovation and customization in this high-value market, making it a critical component of modern enterprise analytics infrastructure.

Data Mining Tools Market Report Highlights

By component, the tools segment accounted for approximately 60% of the revenue share in 2024 due to its widespread use in core data analysis and predictive modeling processes.

Based on business function, in 2024, the marketing segment accounted for the largest revenue share, driven by the increasing use of customer analytics to personalize campaigns and measure ROI.

In 2024, the North America data mining tools market accounted for approximately 35% of the revenue share due to strong enterprise adoption of advanced analytics across sectors such as finance, healthcare, and retail.

The Europe data mining tools market is expected to grow significantly during the forecast period, driven by increasing focus on data privacy, predictive analytics, and automation across industries.

A few global key players include Altair Engineering Inc.; IBM Corporation; Intel Corporation; KNIME; Microsoft; Oracle; SAP SE; SAS Institute, Inc.; Teradata; and The MathWorks, Inc.

Polaris Market Research has segmented the data mining tools market report on the basis of component, business function, enterprise size, deployment, vertical, and region:

By Component Outlook (Revenue USD Billion, 2020-2034)

Tools

Services

By Business Function Outlook (Revenue USD Billion, 2020-2034)

Marketing

Finance

Supply Chain & Logistics

Operations

By Enterprise Size Outlook (Revenue USD Billion, 2020-2034)

Large Enterprises

SMEs

By Deployment Outlook (Revenue USD Billion, 2020-2034)

On-premises

Cloud

By Vertical Outlook (Revenue USD Billion, 2020-2034)

BFSI

Energy & Utilities

Healthcare

IT & Telecom

Retail

Government & Defense

Manufacturing

Others

By Regional Outlook (Revenue USD Billion, 2020-2034)

North America

US

Canada

Europe

Germany

France

UK

Italy

Spain

Netherlands

Russia

Rest of Europe

Asia Pacific

China

Japan

India

Malaysia

South Korea

Indonesia

Australia

Vietnam

Rest of Asia Pacific

Middle East & Africa

Saudi Arabia

UAE

Israel

South Africa

Rest of Middle East & Africa

Latin America

Mexico

Brazil

Argentina

Rest of Latin America

Table of Contents

1. Introduction

  • 1.1. Report Description
    • 1.1.1. Objectives of the Study
    • 1.1.2. Market Scope
    • 1.1.3. Assumptions
  • 1.2. Stakeholders

2. Executive Summary

  • 2.1. Market Highlights

3. Research Methodology

  • 3.1. Overview
    • 3.1.1. Data Mining
  • 3.2. Data Sources
    • 3.2.1. Primary Sources
    • 3.2.2. Secondary Sources

4. Global Data Mining Tools Market Insights

  • 4.1. Data Mining Tools Market - Market Snapshot
  • 4.2. Data Mining Tools Market Dynamics
    • 4.2.1. Drivers and Opportunities
      • 4.2.1.1. Expansion of E-commerce and Digital Marketing
      • 4.2.1.2. Government Initiatives for Smart Governance
    • 4.2.2. Restraints and Challenges
      • 4.2.2.1. Complexity in Implementation
  • 4.3. Porter's Five Forces Analysis
    • 4.3.1. Bargaining Power of Suppliers (Moderate)
    • 4.3.2. Threats of New Entrants: (Low)
    • 4.3.3. Bargaining Power of Buyers (Moderate)
    • 4.3.4. Threat of Substitute (Moderate)
    • 4.3.5. Rivalry among existing firms (High)
  • 4.4. PESTEL Analysis
  • 4.5. Data Mining Tools Market Trends
  • 4.6. Value Chain Analysis

5. Global Data Mining Tools Market, by Component

  • 5.1. Key Findings
  • 5.2. Introduction
    • 5.2.1. Global Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
  • 5.3. Tools
    • 5.3.1. Global Data Mining Tools Market, by Tools, by Region, 2020-2034 (USD Billion)
  • 5.4. Services
    • 5.4.1. Global Data Mining Tools Market, by Services, by Region, 2020-2034 (USD Billion)

6. Global Data Mining Tools Market, by Business Function

  • 6.1. Key Findings
  • 6.2. Introduction
    • 6.2.1. Global Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
  • 6.3. Marketing
    • 6.3.1. Global Data Mining Tools Market, by Marketing, by Region, 2020-2034 (USD Billion)
  • 6.4. Finance
    • 6.4.1. Global Data Mining Tools Market, by Finance, by Region, 2020-2034 (USD Billion)
  • 6.5. Supply Chain & Logistics
    • 6.5.1. Global Data Mining Tools Market, by Supply Chain & Logistics, by Region, 2020-2034 (USD Billion)
  • 6.6. Operations
    • 6.6.1. Global Data Mining Tools Market, by Operations, by Region, 2020-2034 (USD Billion)

7. Global Data Mining Tools Market, by Enterprise Size

  • 7.1. Key Findings
  • 7.2. Introduction
    • 7.2.1. Global Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
  • 7.3. Large Enterprises
    • 7.3.1. Global Data Mining Tools Market, by Large Enterprises, by Region, 2020-2034 (USD Billion)
  • 7.4. SMEs
    • 7.4.1. Global Data Mining Tools Market, by SMEs, by Region, 2020-2034 (USD Billion)

8. Global Data Mining Tools Market, by Deployment

  • 8.1. Key Findings
  • 8.2. Introduction
    • 8.2.1. Global Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
  • 8.3. On-premises
    • 8.3.1. Global Data Mining Tools Market, by On-premises, by Region, 2020-2034 (USD Billion)
  • 8.4. Cloud
    • 8.4.1. Global Data Mining Tools Market, by Cloud, by Region, 2020-2034 (USD Billion)

9. Global Data Mining Tools Market, by Vertical

  • 9.1. Key Findings
  • 9.2. Introduction
    • 9.2.1. Global Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
  • 9.3. BFSI
    • 9.3.1. Global Data Mining Tools Market, by BFSI, by Region, 2020-2034 (USD Billion)
  • 9.4. Energy & Utilities
    • 9.4.1. Global Data Mining Tools Market, by Energy & Utilities, by Region, 2020-2034 (USD Billion)
  • 9.5. Healthcare
    • 9.5.1. Global Data Mining Tools Market, by Healthcare, by Region, 2020-2034 (USD Billion)
  • 9.6. IT & Telecom
    • 9.6.1. Global Data Mining Tools Market, by IT & Telecom, by Region, 2020-2034 (USD Billion)
  • 9.7. Retail
    • 9.7.1. Global Data Mining Tools Market, by Retail, by Region, 2020-2034 (USD Billion)
  • 9.8. Government & Defense
    • 9.8.1. Global Data Mining Tools Market, by Government & Defense, by Region, 2020-2034 (USD Billion)
  • 9.9. Manufacturing
    • 9.9.1. Global Data Mining Tools Market, by Manufacturing, by Region, 2020-2034 (USD Billion)
  • 9.10. Others
    • 9.10.1. Global Data Mining Tools Market, by Others, by Region, 2020-2034 (USD Billion)

10. Global Data Mining Tools Market, by Geography

  • 10.1. Key Findings
  • 10.2. Introduction
    • 10.2.1. Data Mining Tools Market Assessment, By Geography, 2020-2034 (USD Billion)
  • 10.3. Data Mining Tools Market - North America
    • 10.3.1. North America: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
    • 10.3.2. North America: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
    • 10.3.3. North America: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
    • 10.3.4. North America: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
    • 10.3.5. North America: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
    • 10.3.6. Data Mining Tools Market - U.S.
      • 10.3.6.1. U.S.: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
      • 10.3.6.2. U.S.: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
      • 10.3.6.3. U.S.: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
      • 10.3.6.4. U.S.: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
      • 10.3.6.5. U.S.: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
    • 10.3.7. Data Mining Tools Market - Canada
      • 10.3.7.1. Canada: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
      • 10.3.7.2. Canada: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
      • 10.3.7.3. Canada: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
      • 10.3.7.4. Canada: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
      • 10.3.7.5. Canada: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
  • 10.4. Data Mining Tools Market - Europe
    • 10.4.1. Europe: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
    • 10.4.2. Europe: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
    • 10.4.3. Europe: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
    • 10.4.4. Europe: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
    • 10.4.5. Europe: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
    • 10.4.6. Data Mining Tools Market - UK
      • 10.4.6.1. UK: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
      • 10.4.6.2. UK: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
      • 10.4.6.3. UK: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
      • 10.4.6.4. UK: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
      • 10.4.6.5. UK: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
    • 10.4.7. Data Mining Tools Market - France
      • 10.4.7.1. France: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
      • 10.4.7.2. France: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
      • 10.4.7.3. France: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
      • 10.4.7.4. France: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
      • 10.4.7.5. France: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
    • 10.4.8. Data Mining Tools Market - Germany
      • 10.4.8.1. Germany: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
      • 10.4.8.2. Germany: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
      • 10.4.8.3. Germany: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
      • 10.4.8.4. Germany: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
      • 10.4.8.5. Germany: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
    • 10.4.9. Data Mining Tools Market - Italy
      • 10.4.9.1. Italy: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
      • 10.4.9.2. Italy: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
      • 10.4.9.3. Italy: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
      • 10.4.9.4. Italy: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
      • 10.4.9.5. Italy: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
    • 10.4.10. Data Mining Tools Market - Spain
      • 10.4.10.1. Spain: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
      • 10.4.10.2. Spain: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
      • 10.4.10.3. Spain: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
      • 10.4.10.4. Spain: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
      • 10.4.10.5. Spain: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
    • 10.4.11. Data Mining Tools Market - Netherlands
      • 10.4.11.1. Netherlands: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
      • 10.4.11.2. Netherlands: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
      • 10.4.11.3. Netherlands: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
      • 10.4.11.4. Netherlands: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
      • 10.4.11.5. Netherlands: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
    • 10.4.12. Data Mining Tools Market - Russia
      • 10.4.12.1. Russia: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
      • 10.4.12.2. Russia: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
      • 10.4.12.3. Russia: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
      • 10.4.12.4. Russia: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
      • 10.4.12.5. Russia: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
    • 10.4.13. Data Mining Tools Market - Rest of Europe
      • 10.4.13.1. Rest of Europe: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
      • 10.4.13.2. Rest of Europe: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
      • 10.4.13.3. Rest of Europe: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
      • 10.4.13.4. Rest of Europe: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
      • 10.4.13.5. Rest of Europe: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
  • 10.5. Data Mining Tools Market - Asia Pacific
    • 10.5.1. Asia Pacific: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
    • 10.5.2. Asia Pacific: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
    • 10.5.3. Asia Pacific: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
    • 10.5.4. Asia Pacific: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
    • 10.5.5. Asia Pacific: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
    • 10.5.6. Data Mining Tools Market - China
      • 10.5.6.1. China: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
      • 10.5.6.2. China: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
      • 10.5.6.3. China: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
      • 10.5.6.4. China: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
      • 10.5.6.5. China: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
    • 10.5.7. Data Mining Tools Market - India
      • 10.5.7.1. India: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
      • 10.5.7.2. India: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
      • 10.5.7.3. India: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
      • 10.5.7.4. India: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
      • 10.5.7.5. India: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
    • 10.5.8. Data Mining Tools Market - Malaysia
      • 10.5.8.1. Malaysia: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
      • 10.5.8.2. Malaysia: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
      • 10.5.8.3. Malaysia: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
      • 10.5.8.4. Malaysia: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
      • 10.5.8.5. Malaysia: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
    • 10.5.9. Data Mining Tools Market - Japan
      • 10.5.9.1. Japan: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
      • 10.5.9.2. Japan: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
      • 10.5.9.3. Japan: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
      • 10.5.9.4. Japan: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
      • 10.5.9.5. Japan: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
    • 10.5.10. Data Mining Tools Market - Indonesia
      • 10.5.10.1. Indonesia: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
      • 10.5.10.2. Indonesia: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
      • 10.5.10.3. Indonesia: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
      • 10.5.10.4. Indonesia: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
      • 10.5.10.5. Indonesia: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
    • 10.5.11. Data Mining Tools Market - South Korea
      • 10.5.11.1. South Korea: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
      • 10.5.11.2. South Korea: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
      • 10.5.11.3. South Korea: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
      • 10.5.11.4. South Korea: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
      • 10.5.11.5. South Korea: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
    • 10.5.12. Data Mining Tools Market - Australia
      • 10.5.12.1. Australia: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
      • 10.5.12.2. Australia: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
      • 10.5.12.3. Australia: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
      • 10.5.12.4. Australia: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
      • 10.5.12.5. Australia: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
    • 10.5.13. Data Mining Tools Market - Rest of Asia Pacific
      • 10.5.13.1. Rest of Asia Pacific: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
      • 10.5.13.2. Rest of Asia Pacific: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
      • 10.5.13.3. Rest of Asia Pacific: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
      • 10.5.13.4. Rest of Asia Pacific: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
      • 10.5.13.5. Rest of Asia Pacific: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
  • 10.6. Data Mining Tools Market - Middle East & Africa
    • 10.6.1. Middle East & Africa: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
    • 10.6.2. Middle East & Africa: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
    • 10.6.3. Middle East & Africa: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
    • 10.6.4. Middle East & Africa: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
    • 10.6.5. Middle East & Africa: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
    • 10.6.6. Data Mining Tools Market - Saudi Arabia
      • 10.6.6.1. Saudi Arabia: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
      • 10.6.6.2. Saudi Arabia: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
      • 10.6.6.3. Saudi Arabia: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
      • 10.6.6.4. Saudi Arabia: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
      • 10.6.6.5. Saudi Arabia: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
    • 10.6.7. Data Mining Tools Market - UAE
      • 10.6.7.1. UAE: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
      • 10.6.7.2. UAE: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
      • 10.6.7.3. UAE: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
      • 10.6.7.4. UAE: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
      • 10.6.7.5. UAE: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
    • 10.6.8. Data Mining Tools Market - Israel
      • 10.6.8.1. Israel: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
      • 10.6.8.2. Israel: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
      • 10.6.8.3. Israel: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
      • 10.6.8.4. Israel: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
      • 10.6.8.5. Israel: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
    • 10.6.9. Data Mining Tools Market - South Africa
      • 10.6.9.1. South Africa: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
      • 10.6.9.2. South Africa: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
      • 10.6.9.3. South Africa: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
      • 10.6.9.4. South Africa: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
      • 10.6.9.5. South Africa: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
    • 10.6.10. Data Mining Tools Market - Rest of Middle East & Africa
      • 10.6.10.1. Rest of Middle East & Africa: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
      • 10.6.10.2. Rest of Middle East & Africa: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
      • 10.6.10.3. Rest of Middle East & Africa: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
      • 10.6.10.4. Rest of Middle East & Africa: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
      • 10.6.10.5. Rest of Middle East & Africa: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
  • 10.7. Data Mining Tools Market - Latin America
    • 10.7.1. Latin America: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
    • 10.7.2. Latin America: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
    • 10.7.3. Latin America: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
    • 10.7.4. Latin America: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
    • 10.7.5. Latin America: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
    • 10.7.6. Data Mining Tools Market - Mexico
      • 10.7.6.1. Mexico: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
      • 10.7.6.2. Mexico: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
      • 10.7.6.3. Mexico: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
      • 10.7.6.4. Mexico: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
      • 10.7.6.5. Mexico: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
    • 10.7.7. Data Mining Tools Market - Brazil
      • 10.7.7.1. Brazil: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
      • 10.7.7.2. Brazil: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
      • 10.7.7.3. Brazil: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
      • 10.7.7.4. Brazil: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
      • 10.7.7.5. Brazil: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
    • 10.7.8. Data Mining Tools Market - Argentina
      • 10.7.8.1. Argentina: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
      • 10.7.8.2. Argentina: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
      • 10.7.8.3. Argentina: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
      • 10.7.8.4. Argentina: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
      • 10.7.8.5. Argentina: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)
    • 10.7.9. Data Mining Tools Market - Rest of Latin America
      • 10.7.9.1. Rest of Latin America: Data Mining Tools Market, by Component, 2020-2034 (USD Billion)
      • 10.7.9.2. Rest of Latin America: Data Mining Tools Market, by Business Function, 2020-2034 (USD Billion)
      • 10.7.9.3. Rest of Latin America: Data Mining Tools Market, by Enterprise Size, 2020-2034 (USD Billion)
      • 10.7.9.4. Rest of Latin America: Data Mining Tools Market, by Deployment, 2020-2034 (USD Billion)
      • 10.7.9.5. Rest of Latin America: Data Mining Tools Market, by Vertical, 2020-2034 (USD Billion)

11. Competitive Landscape

  • 11.1. Expansion and Acquisition Analysis
    • 11.1.1. Expansion
    • 11.1.2. Acquisitions
  • 11.2. Partnerships/Collaborations/Agreements/Exhibitions

12. Company Profiles

  • 12.1. Altair Engineering Inc.
    • 12.1.1. Company Overview
    • 12.1.2. Financial Performance
    • 12.1.3. Product Benchmarking
    • 12.1.4. Recent Development
  • 12.2. IBM Corporation
    • 12.2.1. Company Overview
    • 12.2.2. Financial Performance
    • 12.2.3. Product Benchmarking
    • 12.2.4. Recent Development
  • 12.3. Intel Corporation
    • 12.3.1. Company Overview
    • 12.3.2. Financial Performance
    • 12.3.3. Product Benchmarking
    • 12.3.4. Recent Development
  • 12.4. KNIME
    • 12.4.1. Company Overview
    • 12.4.2. Financial Performance
    • 12.4.3. Product Benchmarking
    • 12.4.4. Recent Development
  • 12.5. Microsoft
    • 12.5.1. Company Overview
    • 12.5.2. Financial Performance
    • 12.5.3. Product Benchmarking
    • 12.5.4. Recent Development
  • 12.6. Oracle
    • 12.6.1. Company Overview
    • 12.6.2. Financial Performance
    • 12.6.3. Product Benchmarking
    • 12.6.4. Recent Development
  • 12.7. SAP SE
    • 12.7.1. Company Overview
    • 12.7.2. Financial Performance
    • 12.7.3. Product Benchmarking
    • 12.7.4. Recent Development
  • 12.8. SAS Institute, Inc.
    • 12.8.1. Company Overview
    • 12.8.2. Financial Performance
    • 12.8.3. Product Benchmarking
    • 12.8.4. Recent Development
  • 12.9. Teradata
    • 12.9.1. Company Overview
    • 12.9.2. Financial Performance
    • 12.9.3. Product Benchmarking
    • 12.9.4. Recent Development
  • 12.10. The MathWorks, Inc.
    • 12.10.1. Company Overview
    • 12.10.2. Financial Performance
    • 12.10.3. Product Benchmarking
    • 12.10.4. Recent Development
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