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한글목차
데이터 마이닝 도구 시장 규모는 향후 몇 년동안 빠르게 성장할 것으로 예상되며, 2029년까지 CAGR 12.9%로 21억 3,000만 달러에 달할 것으로 예측됩니다. 예측 기간 동안의 성장은 로봇 공학의 사이버 보안 강화, 제조업의 급속한 확장, 인더스트리 4.0의 채택 확대, 정부의 강력한 지원, 정부 주도 이니셔티브에 기인하는 것으로 보입니다. 예측 기간의 주요 동향으로는 협동 로봇(코봇), 제품 혁신, 기술 발전, AI와 머신러닝의 통합, 신산업 진출 등이 있습니다.
클라우드 기반 솔루션의 채택이 증가함에 따라 향후 데이터 마이닝 도구 시장의 성장을 견인할 것으로 예상됩니다. 클라우드 기반 솔루션은 데이터 저장, 관리, 처리를 위해 원격 서버를 활용하고 인터넷을 통해 액세스하는 서비스 및 용도를 포함하며, 사용자에게 유연성과 온디맨드 액세스를 제공합니다. 데이터 마이닝 도구는 조직이 광범위한 데이터 세트에서 가치 있는 통찰력과 패턴을 추출하여 의사결정 프로세스를 최적화하고 클라우드 기반 용도의 효율성을 높이는 등 클라우드 기반 솔루션의 채택을 촉진하는 데 중요한 역할을 하고 있습니다. 예를 들어, 유럽위원회(EC)가 2023년 12월에 보고한 바에 따르면, 유럽연합(EU)의 클라우드 기반 솔루션 채택은 2021년에 비해 4.2% 포인트 증가하여 45.2%의 기업이 클라우드 컴퓨팅 서비스를 조달하고 있다고 합니다. 이러한 급증은 데이터 마이닝 도구 시장의 성장을 가속하는 데 있어 클라우드 기반 솔루션의 중요한 역할을 뒷받침합니다.
데이터 마이닝 도구 시장의 주요 업체들은 경쟁 우위를 확보하기 위해 데이터 마이닝 소프트웨어를 포함한 고급 소프트웨어 개발에 주력하고 있습니다. 데이터 마이닝 소프트웨어는 대규모 데이터 세트를 분석하고 정보에 입각한 의사결정에 필수적인 귀중한 패턴, 통찰력, 지식을 추출하기 위한 알고리즘과 기술을 채택한 전문 소프트웨어입니다. 예를 들어, 미국의 소프트웨어 개발 회사인 넥스트포인트(Nextpoint)는 2023년 1월 데이터 마이닝(Data Mining)이라는 새로운 데이터 마이닝 소프트웨어를 발표했습니다. 이 소프트웨어는 대규모 데이터 세트의 실시간 분석을 용이하게 하고, 검토 비용과 시간을 10분의 1로 줄일 수 있습니다.
목차
제1장 주요 요약
제2장 시장 특징
제3장 시장 동향과 전략
제4장 시장 - 금리, 인플레이션, 지정학, 코로나, 회복이 시장에 미치는 영향을 포함한 거시경제 시나리오
제5장 세계의 성장 분석과 전략 분석 프레임워크
세계 데이터 마이닝 툴 PESTEL 분석(정치, 사회, 기술, 환경, 법적 요인, 성장 촉진요인 및 억제요인)
최종 이용 산업 분석
세계의 데이터 마이닝 툴 시장 : 성장률 분석
세계의 데이터 마이닝 툴 시장 실적 : 규모와 성장, 2019-2024
세계의 데이터 마이닝 툴 시장 예측 : 규모와 성장, 2024-2029, 2034F
세계 데이터 마이닝 툴 전체 시장(TAM)
제6장 시장 세분화
세계의 데이터 마이닝 툴 시장 : 컴포넌트별, 분석과 예측, 2019-2024, 2024-2029F, 2034F
툴
서비스
세계의 데이터 마이닝 툴 시장 : 플랫폼별, 분석과 예측, 2019-2024, 2024-2029F, 2034F
온프레미스
온클라우드
세계의 데이터 마이닝 툴 시장 : 조직 규모별, 분석과 예측, 2019-2024, 2024-2029F, 2034F
대기업
중소기업
세계의 데이터 마이닝 툴 시장 : 최종 용도별, 분석과 예측, 2019-2024, 2024-2029F, 2034F
소매업 및 E-Commerce
은행, 금융서비스 및 보험(BFSI)
정부 및 방위
제조업
에너지 및 유틸리티
교육
IT 및 통신
헬스케어
기타 용도
세계의 데이터 마이닝 툴 시장 : 툴별, 분석과 예측, 2019-2024, 2024-2029F, 2034F
데이터 마이닝 소프트웨어
데이터 시각화 툴
데이터 준비 툴
예측 분석 툴
보고서 툴
세계의 데이터 마이닝 툴 시장 : 서비스 유형별, 분석과 예측, 2019-2024, 2024-2029F, 2034F
컨설팅 서비스
구현 서비스
지원 및 유지관리 서비스
트레이닝 서비스
제7장 지역별/국가별 분석
세계의 데이터 마이닝 툴 시장 : 지역별, 분석과 예측, 2019-2024, 2024-2029F, 2034F
세계의 데이터 마이닝 툴 시장 : 국가별, 분석과 예측, 2019-2024, 2024-2029F, 2034F
제8장 아시아태평양 시장
제9장 중국 시장
제10장 인도 시장
제11장 일본 시장
제12장 호주 시장
제13장 인도네시아 시장
제14장 한국 시장
제15장 서유럽 시장
제16장 영국 시장
제17장 독일 시장
제18장 프랑스 시장
제19장 이탈리아 시장
제20장 스페인 시장
제21장 동유럽 시장
제22장 러시아 시장
제23장 북미 시장
제24장 미국 시장
제25장 캐나다 시장
제26장 남미 시장
제27장 브라질 시장
제28장 중동 시장
제29장 아프리카 시장
제30장 경쟁 구도와 기업 개요
데이터 마이닝 툴 시장 : 경쟁 구도
데이터 마이닝 툴 시장 : 기업 개요
Microsoft Corporation Overview, Products and Services, Strategy and Financial Analysis
Dell Technologies Inc. Overview, Products and Services, Strategy and Financial Analysis
Intel Corporation Overview, Products and Services, Strategy and Financial Analysis
International Business Machines Corporation Overview, Products and Services, Strategy and Financial Analysis
Oracle Corporation Overview, Products and Services, Strategy and Financial Analysis
제31장 기타 주요 기업 및 혁신 기업
SAP SE
Hewlett Packard Enterprise Development LP
Fortinet Inc.
SAS Institute
Salford Systems
Teradata
Frontline Systems
Fair, Isaac and Company(FICO)
MathWorks
Alteryx
SunTec India
Sisense
Dataiku
Reltio
Minitab LLC
제32장 세계 시장 경쟁 벤치마킹과 대시보드
제33장 주요 인수합병(M&A)
제34장 최근 시장 동향
제35장 시장 잠재력이 높은 국가, 부문, 전략
데이터 마이닝 툴 시장(2029년) : 새로운 기회를 제공하는 국가
데이터 마이닝 툴 시장(2029년) : 새로운 기회를 제공하는 부문
데이터 마이닝 툴 시장(2029년) : 성장 전략
시장 동향에 근거한 전략
경쟁 전략
제36장 부록
LSH
영문 목차
영문목차
Data mining tools are software applications that leverage statistical, mathematical, and artificial intelligence techniques to identify trends, patterns, and insights from large datasets, enabling informed business decisions and extracting valuable knowledge.
The main types of data mining tools are categorized as tools and services. A tool refers to a software application used to aid in accomplishing specific tasks, such as shaping, forming, or finishing materials, or performing a particular operation. These tools can be deployed on-premise or in the cloud and are utilized by various sectors including retail and e-commerce, banking, financial services, insurance (BFSI), government and defense, manufacturing, energy and utilities, education, IT and telecom, healthcare, among others. Both large enterprises and small and medium-sized enterprises (SMEs) utilize these data mining tools.
The data mining tools market research report is one of a series of new reports from The Business Research Company that provides data mining tools market statistics, including data mining tools industry global market size, regional shares, competitors with a data mining tools market share, detailed data mining tools market segments, market trends and opportunities, and any further data you may need to thrive in the data mining tools industry. This data mining tools market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry.
The data mining tools market size has grown rapidly in recent years. It will grow from $1.16 billion in 2024 to $1.31 billion in 2025 at a compound annual growth rate (CAGR) of 13.3%. The growth in the historic period can be attributed to increased automation in manufacturing, increased labor costs, e-commerce growth, flexibility in applications, increased safety standards.
The data mining tools market size is expected to see rapid growth in the next few years. It will grow to $2.13 billion in 2029 at a compound annual growth rate (CAGR) of 12.9%. The growth in the forecast period can be attributed to increasing cybersecurity in robotics, rapid expansion of the manufacturing industry, increasing adoption of the industry 4.0, strong government support, government-driven initiatives. Major trends in the forecast period include collaborative robotics (cobots), product innovation, technology advancements, ai and machine learning integration, expansion into new industries.
The increasing adoption of cloud-based solutions is poised to drive the expansion of the data mining tools market in the future. Cloud-based solutions encompass services and applications accessed over the Internet, utilizing remote servers for data storage, management, and processing, offering users flexibility and on-demand access. Data mining tools play a crucial role in boosting the adoption of cloud-based solutions by enabling organizations to extract valuable insights and patterns from extensive datasets, thereby optimizing decision-making processes and enhancing the efficiency of cloud-based applications. For example, as reported by the European Commission (EC) in December 2023, the adoption of cloud-based solutions in the European Union witnessed a notable increase of 4.2% points compared to 2021, with 45.2% of enterprises procuring cloud computing services. This surge underscores the significant role of cloud-based solutions in driving the growth of the data mining tools market.
Key players in the data mining tools market are intensifying their focus on developing advanced software, including data mining software, to gain a competitive advantage. Data mining software is specialized software that employs algorithms and techniques to analyze large datasets, extracting valuable patterns, insights, and knowledge crucial for informed decision-making. For instance, in January 2023, Nextpoint, a US-based software development company, unveiled a new data mining software named Data Mining, which boasts processing speeds 30 times faster for early case assessment and complex data analysis. This software facilitates real-time analysis of large datasets, resulting in a 10-fold reduction in review costs and time.
In September 2022, Altair Engineering Inc., a US-based information technology company, completed the acquisition of RapidMiner for $100 million. This acquisition strengthens Altair's data analytics portfolio, offering advanced solutions and seamless integration with existing tools, thereby empowering a diverse user base to address data analytics challenges more effectively. RapidMiner, a US-based data science platform, analyzes the impact of an organization's data, complementing Altair's data analytics capabilities.
Major companies operating in the data mining tools market report are Microsoft Corporation, Dell Technologies Inc., Intel Corporation, International Business Machines Corporation, Oracle Corporation, SAP SE, Hewlett Packard Enterprise Development LP, Fortinet Inc., SAS Institute, Salford Systems, Teradata, Frontline Systems, Fair, Isaac and Company (FICO), MathWorks, Alteryx, SunTec India, Sisense, Dataiku, Reltio, Minitab LLC, CB Insights, KNIME, Biomax Informatics, BlueGranite Inc., Crunchbase Inc., RockDaisy, Megaputer Intelligence Inc., H2O.ai, Angoss Software Corporation, Splunk
North America was the largest region in the data mining tools market in 2024. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in the data mining tools market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa.
The countries covered in the data mining tools market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain
The data mining tools market includes revenues earned by entities by providing services such as predictive analytics, pattern recognition, anomaly detection, machine learning integration, and custom data analysis solutions. The market value includes the value of related goods sold by the service provider or included within the service offering. Only goods and services traded between entities or sold to end consumers are included. The data mining tools market consists of sales of such as RapidMiner, KNIME, Weka, Orange, and IBM SPSS Modeler. Values in this market are 'factory gate' values, that is the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods.
The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified).
The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.
Data Mining Tools Global Market Report 2025 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.
This report focuses on data mining tools market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.
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Where is the largest and fastest growing market for data mining tools ? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward? The data mining tools market global report from the Business Research Company answers all these questions and many more.
The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market's historic and forecast market growth by geography.
The market characteristics section of the report defines and explains the market.
The market size section gives the market size ($b) covering both the historic growth of the market, and forecasting its development.
The forecasts are made after considering the major factors currently impacting the market. These include:
The forecasts are made after considering the major factors currently impacting the market. These include the Russia-Ukraine war, rising inflation, higher interest rates, and the legacy of the COVID-19 pandemic.
Market segmentations break down the market into sub markets.
The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth. It covers the growth trajectory of COVID-19 for all regions, key developed countries and major emerging markets.
The competitive landscape chapter gives a description of the competitive nature of the market, market shares, and a description of the leading companies. Key financial deals which have shaped the market in recent years are identified.
The trends and strategies section analyses the shape of the market as it emerges from the crisis and suggests how companies can grow as the market recovers.
Scope
Markets Covered:1) By Component: Tools; Services
2) By Platform: On-Premise; On-Cloud
3) By Organization Size: Large Enterprises; Small And Medium-Sized Enterprises (SMEs)
4) By End-Use: Retail And E-commerce; Banking, Financial Services, And Insurance (BFSI); Government And Defense; Manufacturing; Energy And Utilities; Education; IT And Telecom; Healthcare; Other End Uses
Subsegments:
1) By Tools: Data Mining Software; Data Visualization Tools; Data Preparation Tools; Predictive Analytics Tools; Reporting Tools
2) By Services: Consulting Services; Implementation Services; Support And Maintenance Services; Training Services
Companies Mentioned: Microsoft Corporation; Dell Technologies Inc.; Intel Corporation; International Business Machines Corporation; Oracle Corporation
