PUBLISHER: Stratistics Market Research Consulting | PRODUCT CODE: 1453896
PUBLISHER: Stratistics Market Research Consulting | PRODUCT CODE: 1453896
Data Mining Tools Market Forecasts to 2030 - Global Analysis By Deployment Type (Cloud and On-Premises), Service, Business Function, Organization Size, End User and By Geography
According to Stratistics MRC, the Global Data Mining Tools Market is accounted for $753.6 million in 2023 and is expected to reach $1,817.4 million by 2030 growing at a CAGR of 13.4% during the forecast period. Data mining tools are software applications designed to extract meaningful patterns, insights, and knowledge from large datasets. These tools employ various techniques, including statistical analysis and machine learning algorithms, and facilitate the process of data exploration and transformation, enabling organizations to uncover valuable information for decision-making. They play a crucial role in industries such as marketing, finance, healthcare, and retail by enabling efficient analysis and interpretation of vast amounts of data to drive strategic decisions and optimize operations.
Market Dynamics:
Driver:
Increasing data volume
Data mining tools enable organizations to extract valuable insights from this massive volume of data. By employing advanced algorithms and analytical techniques, these tools can uncover hidden patterns and trends that would be impractical or impossible to identify manually. Furthermore, the increasing data volume presents opportunities for businesses to enhance customer experiences, optimize operations, and drive innovation, which are propelling this market size.
Restraint:
High initial cost
There is upfront acquisition costs associated with purchasing licenses or subscriptions for data mining software. These costs can be substantial, especially for enterprise-grade solutions or those offering advanced analytics capabilities. Moreover, ongoing maintenance costs, including updates, technical support, and infrastructure maintenance, contribute to the total cost of ownership of data mining tools. For smaller organizations or those operating on tight budgets, these high costs can act as a significant barrier to entry, limiting their ability to adopt data mining tools.
Opportunity:
Availability of cloud-based solutions
Cloud-based data mining tools eliminate the need for organizations to invest in and maintain expensive on-premises infrastructure. This accessibility democratizes data mining, making it feasible for organizations of all sizes to leverage advanced analytics without an upfront capital investment. In addition, the availability of cloud-based solutions lowers barriers to entry and accelerates time-to-value to extract actionable insights from their data more efficiently, which is boosting this market's expansion.
Threat:
Lack of expertise
There is a scarcity of professionals who possess the technical skills and domain knowledge required to effectively operate data mining tools. This had led to high demand and limited supply, driving up the cost of hiring skilled professionals. However, due to the relatively new and rapidly evolving nature of the field, there was a shortage of individuals with the requisite expertise, which posed a significant constraint on the growth and adoption of data mining tools.
Covid-19 Impact
The COVID-19 pandemic has had several negative impacts on the data mining tools market, primarily due to economic disruptions, shifts in priorities, and operational challenges faced by businesses. This has led to a reduction in spending on non-essential investments, including data mining tools and analytics software. Additionally, the disruptions to supply chains and delays in project implementations caused by the pandemic have led to delays in the adoption of data mining tools by some organizations.
The cloud segment is expected to be the largest during the forecast period
The cloud segment is estimated to hold the largest share due to its scalability, accessibility, and cost-effectiveness, which leverage cloud computing infrastructure to perform data analysis tasks. These tools offer advantages such as flexibility, allowing users to access and analyze data from anywhere with an internet connection without requiring extensive hardware investments. Moreover, they often integrate with other cloud services, facilitating seamless data management and analysis workflows, thereby driving this segment's growth.
The marketing segment is expected to have the highest CAGR during the forecast period
The marketing segment is anticipated to have highest CAGR during the forecast period due to its pivotal role in helping businesses gain actionable insights from customer data to optimize marketing strategies and campaigns. These tools utilize advanced algorithms and techniques to target specific customer services to meet customer needs. Additionally, by leveraging predictive analytics, marketers can optimize marketing budgets, allocate resources efficiently, and improve the overall return on investment (ROI) of marketing campaigns, which is boosting this segment's expansion.
Region with largest share:
Asia Pacific commanded the largest market share during the extrapolated period, owing to the increasing digitization of economies across the region, which has led to the generation of vast amounts of data from various sources. Countries like India, China, and Singapore are emerging as hubs for data analytics innovation, attracting investment from both domestic and international players. In addition, the availability of skilled talent and a burgeoning startup ecosystem are contributing to the expansion of the data mining tools market in Asia Pacific.
Region with highest CAGR:
Europe is expected to witness highest CAGR over the projection period, owing to a growing awareness among European businesses about the importance of leveraging data analytics for competitive advantage. Companies across various industries are recognizing the value of data-driven decision-making and are thus increasingly investing in data mining tools. Furthermore, European governments and research institutions are actively promoting initiatives to foster innovation in data analytics, driving the development of sophisticated data mining algorithms and tools within the region.
Key players in the market
Some of the key players in the Data Mining Tools Market include Microsoft, IBM, Oracle, SAS Institute, Intel, RapidMiner, Teradata, KNIME, SAP SE, Salford Systems, Megaputer, Biomax Informatics, Dataiku, Reltio, SenticNet, Wolfram, Business Insight, MathWorks, Alteryx, H2O.ai and Angoss.
Key Developments:
In February 2024, Intel Corp. launched Intel Foundry as a more sustainable systems foundry business designed for the AI era and announced an expanded process roadmap designed to establish leadership into the latter part of this decade.
In January 2024, The GSMA and IBM announced a new collaboration to support the adoption and skills of generative artificial intelligence (AI) in the telecom industry through the launch of GSMA Advance's AI Training program and the GSMA Foundry Generative AI program.
In January 2024, Intel Corp. and United Microelectronics Corporation announced that they will collaborate on the development of a 12-nanometer semiconductor process platform to address high-growth markets such as mobile, communication infrastructure and networking.
In December 2023, IBM announced that it has entered into a definitive agreement with Software AG, a company majority owned by Silver Lake, to purchase StreamSets and webMethods, Software AG's Super iPaaS (integration platform-as-a-service) enterprise technology platforms.
Deployment Types Covered:
- Cloud
- On-Premises
Services Covered:
- Consulting and Implementation
- Managed Service
- Other Services
Business Functions Covered:
- Finance
- Supply Chain and Logistics
- Marketing
- Operations
Organization Size Covered:
- Small and Medium-Sized Enterprises
- Large Enterprises
End Users Covered:
- Retail
- Healthcare and Life Sciences
- Banking, Financial Services, and Insurance
- Telecom and IT
- Energy and Utilities
- Government and Defense
- Manufacturing
- Other End Users
Regions Covered:
- North America
- US
- Canada
- Mexico
- Europe
- Germany
- UK
- Italy
- France
- Spain
- Rest of Europe
- Asia Pacific
- Japan
- China
- India
- Australia
- New Zealand
- South Korea
- Rest of Asia Pacific
- South America
- Argentina
- Brazil
- Chile
- Rest of South America
- Middle East & Africa
- Saudi Arabia
- UAE
- Qatar
- South Africa
- Rest of Middle East & Africa
What our report offers:
- Market share assessments for the regional and country-level segments
- Strategic recommendations for the new entrants
- Covers Market data for the years 2021, 2022, 2023, 2026, and 2030
- Market Trends (Drivers, Constraints, Opportunities, Threats, Challenges, Investment Opportunities, and recommendations)
- Strategic recommendations in key business segments based on the market estimations
- Competitive landscaping mapping the key common trends
- Company profiling with detailed strategies, financials, and recent developments
- Supply chain trends mapping the latest technological advancements
Free Customization Offerings:
All the customers of this report will be entitled to receive one of the following free customization options:
- Company Profiling
- Comprehensive profiling of additional market players (up to 3)
- SWOT Analysis of key players (up to 3)
- Regional Segmentation
- Market estimations, Forecasts and CAGR of any prominent country as per the client's interest (Note: Depends on feasibility check)
- Competitive Benchmarking
- Benchmarking of key players based on product portfolio, geographical presence, and strategic alliances
Table of Contents
1 Executive Summary
2 Preface
- 2.1 Abstract
- 2.2 Stake Holders
- 2.3 Research Scope
- 2.4 Research Methodology
- 2.4.1 Data Mining
- 2.4.2 Data Analysis
- 2.4.3 Data Validation
- 2.4.4 Research Approach
- 2.5 Research Sources
- 2.5.1 Primary Research Sources
- 2.5.2 Secondary Research Sources
- 2.5.3 Assumptions
3 Market Trend Analysis
- 3.1 Introduction
- 3.2 Drivers
- 3.3 Restraints
- 3.4 Opportunities
- 3.5 Threats
- 3.6 End User Analysis
- 3.7 Emerging Markets
- 3.8 Impact of Covid-19
4 Porters Five Force Analysis
- 4.1 Bargaining power of suppliers
- 4.2 Bargaining power of buyers
- 4.3 Threat of substitutes
- 4.4 Threat of new entrants
- 4.5 Competitive rivalry
5 Global Data Mining Tools Market, By Deployment Type
- 5.1 Introduction
- 5.2 Cloud
- 5.3 On-Premises
6 Global Data Mining Tools Market, By Service
- 6.1 Introduction
- 6.2 Consulting and Implementation
- 6.3 Managed Service
- 6.4 Other Services
7 Global Data Mining Tools Market, By Business Function
- 7.1 Introduction
- 7.2 Finance
- 7.3 Supply Chain and Logistics
- 7.4 Marketing
- 7.5 Operations
8 Global Data Mining Tools Market, By Organization Size
- 8.1 Introduction
- 8.2 Small and Medium-Sized Enterprises
- 8.3 Large Enterprises
9 Global Data Mining Tools Market, By End User
- 9.1 Introduction
- 9.2 Retail
- 9.3 Healthcare and Life Sciences
- 9.4 Banking, Financial Services, and Insurance
- 9.5 Telecom and IT
- 9.6 Energy and Utilities
- 9.7 Government and Defense
- 9.8 Manufacturing
- 9.9 Other End Users
10 Global Data Mining Tools Market, By Geography
- 10.1 Introduction
- 10.2 North America
- 10.2.1 US
- 10.2.2 Canada
- 10.2.3 Mexico
- 10.3 Europe
- 10.3.1 Germany
- 10.3.2 UK
- 10.3.3 Italy
- 10.3.4 France
- 10.3.5 Spain
- 10.3.6 Rest of Europe
- 10.4 Asia Pacific
- 10.4.1 Japan
- 10.4.2 China
- 10.4.3 India
- 10.4.4 Australia
- 10.4.5 New Zealand
- 10.4.6 South Korea
- 10.4.7 Rest of Asia Pacific
- 10.5 South America
- 10.5.1 Argentina
- 10.5.2 Brazil
- 10.5.3 Chile
- 10.5.4 Rest of South America
- 10.6 Middle East & Africa
- 10.6.1 Saudi Arabia
- 10.6.2 UAE
- 10.6.3 Qatar
- 10.6.4 South Africa
- 10.6.5 Rest of Middle East & Africa
11 Key Developments
- 11.1 Agreements, Partnerships, Collaborations and Joint Ventures
- 11.2 Acquisitions & Mergers
- 11.3 New Product Launch
- 11.4 Expansions
- 11.5 Other Key Strategies
12 Company Profiling
- 12.1 Microsoft
- 12.2 IBM
- 12.3 Oracle
- 12.4 SAS Institute
- 12.5 Intel
- 12.6 RapidMiner
- 12.7 Teradata
- 12.8 KNIME
- 12.9 SAP SE
- 12.10 Salford Systems
- 12.11 Megaputer
- 12.12 Biomax Informatics
- 12.13 Dataiku, Reltio
- 12.14 SenticNet
- 12.15 Wolfram
- 12.16 Business Insight
- 12.17 MathWorks
- 12.18 Alteryx
- 12.19 H2O.ai
- 12.20 Angoss
List of Tables
- Table 1 Global Data Mining Tools Market Outlook, By Region (2021-2030) ($MN)
- Table 2 Global Data Mining Tools Market Outlook, By Deployment Type (2021-2030) ($MN)
- Table 3 Global Data Mining Tools Market Outlook, By Cloud (2021-2030) ($MN)
- Table 4 Global Data Mining Tools Market Outlook, By On-Premises (2021-2030) ($MN)
- Table 5 Global Data Mining Tools Market Outlook, By Service (2021-2030) ($MN)
- Table 6 Global Data Mining Tools Market Outlook, By Consulting and Implementation (2021-2030) ($MN)
- Table 7 Global Data Mining Tools Market Outlook, By Managed Service (2021-2030) ($MN)
- Table 8 Global Data Mining Tools Market Outlook, By Other Services (2021-2030) ($MN)
- Table 9 Global Data Mining Tools Market Outlook, By Business Function (2021-2030) ($MN)
- Table 10 Global Data Mining Tools Market Outlook, By Finance (2021-2030) ($MN)
- Table 11 Global Data Mining Tools Market Outlook, By Supply Chain and Logistics (2021-2030) ($MN)
- Table 12 Global Data Mining Tools Market Outlook, By Marketing (2021-2030) ($MN)
- Table 13 Global Data Mining Tools Market Outlook, By Operations (2021-2030) ($MN)
- Table 14 Global Data Mining Tools Market Outlook, By Organization Size (2021-2030) ($MN)
- Table 15 Global Data Mining Tools Market Outlook, By Small and Medium-Sized Enterprises (2021-2030) ($MN)
- Table 16 Global Data Mining Tools Market Outlook, By Large Enterprises (2021-2030) ($MN)
- Table 17 Global Data Mining Tools Market Outlook, By End User (2021-2030) ($MN)
- Table 18 Global Data Mining Tools Market Outlook, By Retail (2021-2030) ($MN)
- Table 19 Global Data Mining Tools Market Outlook, By Healthcare and Life Sciences (2021-2030) ($MN)
- Table 20 Global Data Mining Tools Market Outlook, By Banking, Financial Services, and Insurance (2021-2030) ($MN)
- Table 21 Global Data Mining Tools Market Outlook, By Telecom and IT (2021-2030) ($MN)
- Table 22 Global Data Mining Tools Market Outlook, By Energy and Utilities (2021-2030) ($MN)
- Table 23 Global Data Mining Tools Market Outlook, By Government and Defense (2021-2030) ($MN)
- Table 24 Global Data Mining Tools Market Outlook, By Manufacturing (2021-2030) ($MN)
- Table 25 Global Data Mining Tools Market Outlook, By Other End Users (2021-2030) ($MN)
- Table 26 North America Data Mining Tools Market Outlook, By Country (2021-2030) ($MN)
- Table 27 North America Data Mining Tools Market Outlook, By Deployment Type (2021-2030) ($MN)
- Table 28 North America Data Mining Tools Market Outlook, By Cloud (2021-2030) ($MN)
- Table 29 North America Data Mining Tools Market Outlook, By On-Premises (2021-2030) ($MN)
- Table 30 North America Data Mining Tools Market Outlook, By Service (2021-2030) ($MN)
- Table 31 North America Data Mining Tools Market Outlook, By Consulting and Implementation (2021-2030) ($MN)
- Table 32 North America Data Mining Tools Market Outlook, By Managed Service (2021-2030) ($MN)
- Table 33 North America Data Mining Tools Market Outlook, By Other Services (2021-2030) ($MN)
- Table 34 North America Data Mining Tools Market Outlook, By Business Function (2021-2030) ($MN)
- Table 35 North America Data Mining Tools Market Outlook, By Finance (2021-2030) ($MN)
- Table 36 North America Data Mining Tools Market Outlook, By Supply Chain and Logistics (2021-2030) ($MN)
- Table 37 North America Data Mining Tools Market Outlook, By Marketing (2021-2030) ($MN)
- Table 38 North America Data Mining Tools Market Outlook, By Operations (2021-2030) ($MN)
- Table 39 North America Data Mining Tools Market Outlook, By Organization Size (2021-2030) ($MN)
- Table 40 North America Data Mining Tools Market Outlook, By Small and Medium-Sized Enterprises (2021-2030) ($MN)
- Table 41 North America Data Mining Tools Market Outlook, By Large Enterprises (2021-2030) ($MN)
- Table 42 North America Data Mining Tools Market Outlook, By End User (2021-2030) ($MN)
- Table 43 North America Data Mining Tools Market Outlook, By Retail (2021-2030) ($MN)
- Table 44 North America Data Mining Tools Market Outlook, By Healthcare and Life Sciences (2021-2030) ($MN)
- Table 45 North America Data Mining Tools Market Outlook, By Banking, Financial Services, and Insurance (2021-2030) ($MN)
- Table 46 North America Data Mining Tools Market Outlook, By Telecom and IT (2021-2030) ($MN)
- Table 47 North America Data Mining Tools Market Outlook, By Energy and Utilities (2021-2030) ($MN)
- Table 48 North America Data Mining Tools Market Outlook, By Government and Defense (2021-2030) ($MN)
- Table 49 North America Data Mining Tools Market Outlook, By Manufacturing (2021-2030) ($MN)
- Table 50 North America Data Mining Tools Market Outlook, By Other End Users (2021-2030) ($MN)
- Table 51 Europe Data Mining Tools Market Outlook, By Country (2021-2030) ($MN)
- Table 52 Europe Data Mining Tools Market Outlook, By Deployment Type (2021-2030) ($MN)
- Table 53 Europe Data Mining Tools Market Outlook, By Cloud (2021-2030) ($MN)
- Table 54 Europe Data Mining Tools Market Outlook, By On-Premises (2021-2030) ($MN)
- Table 55 Europe Data Mining Tools Market Outlook, By Service (2021-2030) ($MN)
- Table 56 Europe Data Mining Tools Market Outlook, By Consulting and Implementation (2021-2030) ($MN)
- Table 57 Europe Data Mining Tools Market Outlook, By Managed Service (2021-2030) ($MN)
- Table 58 Europe Data Mining Tools Market Outlook, By Other Services (2021-2030) ($MN)
- Table 59 Europe Data Mining Tools Market Outlook, By Business Function (2021-2030) ($MN)
- Table 60 Europe Data Mining Tools Market Outlook, By Finance (2021-2030) ($MN)
- Table 61 Europe Data Mining Tools Market Outlook, By Supply Chain and Logistics (2021-2030) ($MN)
- Table 62 Europe Data Mining Tools Market Outlook, By Marketing (2021-2030) ($MN)
- Table 63 Europe Data Mining Tools Market Outlook, By Operations (2021-2030) ($MN)
- Table 64 Europe Data Mining Tools Market Outlook, By Organization Size (2021-2030) ($MN)
- Table 65 Europe Data Mining Tools Market Outlook, By Small and Medium-Sized Enterprises (2021-2030) ($MN)
- Table 66 Europe Data Mining Tools Market Outlook, By Large Enterprises (2021-2030) ($MN)
- Table 67 Europe Data Mining Tools Market Outlook, By End User (2021-2030) ($MN)
- Table 68 Europe Data Mining Tools Market Outlook, By Retail (2021-2030) ($MN)
- Table 69 Europe Data Mining Tools Market Outlook, By Healthcare and Life Sciences (2021-2030) ($MN)
- Table 70 Europe Data Mining Tools Market Outlook, By Banking, Financial Services, and Insurance (2021-2030) ($MN)
- Table 71 Europe Data Mining Tools Market Outlook, By Telecom and IT (2021-2030) ($MN)
- Table 72 Europe Data Mining Tools Market Outlook, By Energy and Utilities (2021-2030) ($MN)
- Table 73 Europe Data Mining Tools Market Outlook, By Government and Defense (2021-2030) ($MN)
- Table 74 Europe Data Mining Tools Market Outlook, By Manufacturing (2021-2030) ($MN)
- Table 75 Europe Data Mining Tools Market Outlook, By Other End Users (2021-2030) ($MN)
- Table 76 Asia Pacific Data Mining Tools Market Outlook, By Country (2021-2030) ($MN)
- Table 77 Asia Pacific Data Mining Tools Market Outlook, By Deployment Type (2021-2030) ($MN)
- Table 78 Asia Pacific Data Mining Tools Market Outlook, By Cloud (2021-2030) ($MN)
- Table 79 Asia Pacific Data Mining Tools Market Outlook, By On-Premises (2021-2030) ($MN)
- Table 80 Asia Pacific Data Mining Tools Market Outlook, By Service (2021-2030) ($MN)
- Table 81 Asia Pacific Data Mining Tools Market Outlook, By Consulting and Implementation (2021-2030) ($MN)
- Table 82 Asia Pacific Data Mining Tools Market Outlook, By Managed Service (2021-2030) ($MN)
- Table 83 Asia Pacific Data Mining Tools Market Outlook, By Other Services (2021-2030) ($MN)
- Table 84 Asia Pacific Data Mining Tools Market Outlook, By Business Function (2021-2030) ($MN)
- Table 85 Asia Pacific Data Mining Tools Market Outlook, By Finance (2021-2030) ($MN)
- Table 86 Asia Pacific Data Mining Tools Market Outlook, By Supply Chain and Logistics (2021-2030) ($MN)
- Table 87 Asia Pacific Data Mining Tools Market Outlook, By Marketing (2021-2030) ($MN)
- Table 88 Asia Pacific Data Mining Tools Market Outlook, By Operations (2021-2030) ($MN)
- Table 89 Asia Pacific Data Mining Tools Market Outlook, By Organization Size (2021-2030) ($MN)
- Table 90 Asia Pacific Data Mining Tools Market Outlook, By Small and Medium-Sized Enterprises (2021-2030) ($MN)
- Table 91 Asia Pacific Data Mining Tools Market Outlook, By Large Enterprises (2021-2030) ($MN)
- Table 92 Asia Pacific Data Mining Tools Market Outlook, By End User (2021-2030) ($MN)
- Table 93 Asia Pacific Data Mining Tools Market Outlook, By Retail (2021-2030) ($MN)
- Table 94 Asia Pacific Data Mining Tools Market Outlook, By Healthcare and Life Sciences (2021-2030) ($MN)
- Table 95 Asia Pacific Data Mining Tools Market Outlook, By Banking, Financial Services, and Insurance (2021-2030) ($MN)
- Table 96 Asia Pacific Data Mining Tools Market Outlook, By Telecom and IT (2021-2030) ($MN)
- Table 97 Asia Pacific Data Mining Tools Market Outlook, By Energy and Utilities (2021-2030) ($MN)
- Table 98 Asia Pacific Data Mining Tools Market Outlook, By Government and Defense (2021-2030) ($MN)
- Table 99 Asia Pacific Data Mining Tools Market Outlook, By Manufacturing (2021-2030) ($MN)
- Table 100 Asia Pacific Data Mining Tools Market Outlook, By Other End Users (2021-2030) ($MN)
- Table 101 South America Data Mining Tools Market Outlook, By Country (2021-2030) ($MN)
- Table 102 South America Data Mining Tools Market Outlook, By Deployment Type (2021-2030) ($MN)
- Table 103 South America Data Mining Tools Market Outlook, By Cloud (2021-2030) ($MN)
- Table 104 South America Data Mining Tools Market Outlook, By On-Premises (2021-2030) ($MN)
- Table 105 South America Data Mining Tools Market Outlook, By Service (2021-2030) ($MN)
- Table 106 South America Data Mining Tools Market Outlook, By Consulting and Implementation (2021-2030) ($MN)
- Table 107 South America Data Mining Tools Market Outlook, By Managed Service (2021-2030) ($MN)
- Table 108 South America Data Mining Tools Market Outlook, By Other Services (2021-2030) ($MN)
- Table 109 South America Data Mining Tools Market Outlook, By Business Function (2021-2030) ($MN)
- Table 110 South America Data Mining Tools Market Outlook, By Finance (2021-2030) ($MN)
- Table 111 South America Data Mining Tools Market Outlook, By Supply Chain and Logistics (2021-2030) ($MN)
- Table 112 South America Data Mining Tools Market Outlook, By Marketing (2021-2030) ($MN)
- Table 113 South America Data Mining Tools Market Outlook, By Operations (2021-2030) ($MN)
- Table 114 South America Data Mining Tools Market Outlook, By Organization Size (2021-2030) ($MN)
- Table 115 South America Data Mining Tools Market Outlook, By Small and Medium-Sized Enterprises (2021-2030) ($MN)
- Table 116 South America Data Mining Tools Market Outlook, By Large Enterprises (2021-2030) ($MN)
- Table 117 South America Data Mining Tools Market Outlook, By End User (2021-2030) ($MN)
- Table 118 South America Data Mining Tools Market Outlook, By Retail (2021-2030) ($MN)
- Table 119 South America Data Mining Tools Market Outlook, By Healthcare and Life Sciences (2021-2030) ($MN)
- Table 120 South America Data Mining Tools Market Outlook, By Banking, Financial Services, and Insurance (2021-2030) ($MN)
- Table 121 South America Data Mining Tools Market Outlook, By Telecom and IT (2021-2030) ($MN)
- Table 122 South America Data Mining Tools Market Outlook, By Energy and Utilities (2021-2030) ($MN)
- Table 123 South America Data Mining Tools Market Outlook, By Government and Defense (2021-2030) ($MN)
- Table 124 South America Data Mining Tools Market Outlook, By Manufacturing (2021-2030) ($MN)
- Table 125 South America Data Mining Tools Market Outlook, By Other End Users (2021-2030) ($MN)
- Table 126 Middle East & Africa Data Mining Tools Market Outlook, By Country (2021-2030) ($MN)
- Table 127 Middle East & Africa Data Mining Tools Market Outlook, By Deployment Type (2021-2030) ($MN)
- Table 128 Middle East & Africa Data Mining Tools Market Outlook, By Cloud (2021-2030) ($MN)
- Table 129 Middle East & Africa Data Mining Tools Market Outlook, By On-Premises (2021-2030) ($MN)
- Table 130 Middle East & Africa Data Mining Tools Market Outlook, By Service (2021-2030) ($MN)
- Table 131 Middle East & Africa Data Mining Tools Market Outlook, By Consulting and Implementation (2021-2030) ($MN)
- Table 132 Middle East & Africa Data Mining Tools Market Outlook, By Managed Service (2021-2030) ($MN)
- Table 133 Middle East & Africa Data Mining Tools Market Outlook, By Other Services (2021-2030) ($MN)
- Table 134 Middle East & Africa Data Mining Tools Market Outlook, By Business Function (2021-2030) ($MN)
- Table 135 Middle East & Africa Data Mining Tools Market Outlook, By Finance (2021-2030) ($MN)
- Table 136 Middle East & Africa Data Mining Tools Market Outlook, By Supply Chain and Logistics (2021-2030) ($MN)
- Table 137 Middle East & Africa Data Mining Tools Market Outlook, By Marketing (2021-2030) ($MN)
- Table 138 Middle East & Africa Data Mining Tools Market Outlook, By Operations (2021-2030) ($MN)
- Table 139 Middle East & Africa Data Mining Tools Market Outlook, By Organization Size (2021-2030) ($MN)
- Table 140 Middle East & Africa Data Mining Tools Market Outlook, By Small and Medium-Sized Enterprises (2021-2030) ($MN)
- Table 141 Middle East & Africa Data Mining Tools Market Outlook, By Large Enterprises (2021-2030) ($MN)
- Table 142 Middle East & Africa Data Mining Tools Market Outlook, By End User (2021-2030) ($MN)
- Table 143 Middle East & Africa Data Mining Tools Market Outlook, By Retail (2021-2030) ($MN)
- Table 144 Middle East & Africa Data Mining Tools Market Outlook, By Healthcare and Life Sciences (2021-2030) ($MN)
- Table 145 Middle East & Africa Data Mining Tools Market Outlook, By Banking, Financial Services, and Insurance (2021-2030) ($MN)
- Table 146 Middle East & Africa Data Mining Tools Market Outlook, By Telecom and IT (2021-2030) ($MN)
- Table 147 Middle East & Africa Data Mining Tools Market Outlook, By Energy and Utilities (2021-2030) ($MN)
- Table 148 Middle East & Africa Data Mining Tools Market Outlook, By Government and Defense (2021-2030) ($MN)
- Table 149 Middle East & Africa Data Mining Tools Market Outlook, By Manufacturing (2021-2030) ($MN)
- Table 150 Middle East & Africa Data Mining Tools Market Outlook, By Other End Users (2021-2030) ($MN)
