Data Mining Tools Market Size and Forecasts (2021 - 2031), Global and Regional Share, Trends, and Growth Opportunity Analysis

Coverage: Data Mining Tools Market covers analysis by Deployment Model (Cloud and On-Premises); Business Application (Finance, Sales & Marketing and Supply Chain & Logistics); End-User (BFSI, Retail, Healthcare, IT & Telecom, Manufacturing, Energy & Utilities, Government and Others), and Geography (North America, Europe, Asia Pacific, and South and Central America)

  • Report Code : TIPTE00002437
  • Category : Technology, Media and Telecommunications
  • No. of Pages : 150
Buy Now

Data Mining Tools Market SWOT Analysis by 2031

Buy Now

MARKET INTRODUCTION

Data mining tools are used to analyze data from various dimensions and perspectives, classifying and grouping the data, summarizing identified relationships, and finding previously unknown hidden patterns. Data mining tools are used for grouping, expose patterns and trends from a huge set of data. These tools have a normal approach to data mining, which involves six phases, namely, data understanding, business understanding, data preparation, evaluation, modeling, and deployment.

MARKET DYNAMICS

The increase in the generation of data, data storage, and data mining, across different industries such as process manufacturing, banking, and ongoing digital transformation in many sectors and better awareness among enterprises to influence the available data assets are some of the significant factors driving the growth of data mining tools market. However, various data security and privacy concerns and various government rules are some of the major factors which may restrain the growth of the data mining tools market. Additionally, an increase in demand for machine learning and artificial intelligence technologies is anticipated to fuel the growth of the data mining tools market.

MARKET SCOPE

The "Global Data Mining Tools Market Analysis to 2031" is a specialized and in-depth study of the data mining tools market with a special focus on the global market trend analysis. The report aims to provide an overview of data mining tools market with detailed market segmentation by type, deployment, application. The global data mining tools market is expected to witness high growth during the forecast period. The report provides key statistics on the market status of the leading data mining tools market players and offers key trends and opportunities in the data mining tools market.

MARKET SEGMENTATION

The global data mining tools market is segmented on the basis of deployment type, business application, end user. On the basis of deployment type, the market is segmented as cloud
on-premises. On the basis of business application, the market is segmented as finance, sales and marketing, supply chain and logistics, other. On the basis of end users, the market is segmented as BFSI, retail, healthcare, IT and telecom, energy and utility, government, other.

REGIONAL FRAMEWORK

The report provides a detailed overview of the industry including both qualitative and quantitative information. It provides overview and forecast of the global data mining tools market based on various segments. It also provides market size and forecast estimates from year 2021 to 2031 with respect to five major regions, namely; North America, Europe, Asia-Pacific (APAC), Middle East and Africa (MEA) and South America. The data mining tools market by each region is later sub-segmented by respective countries and segments. The report covers analysis and forecast of 18 countries globally along with current trend and opportunities prevailing in the region.

The report analyzes factors affecting data mining tools market from both demand and supply side and further evaluates market dynamics effecting the market during the forecast period i.e., drivers, restraints, opportunities, and future trend. The report also provides exhaustive PEST analysis for all five regions namely; North America, Europe, APAC, MEA and South America after evaluating political, economic, social and technological factors effecting the data mining tools market in these regions.

World Geography

Have a question?

Analyst

Naveen

Naveen will walk you through a 15-minute call to present the report’s content and answer all queries if you have any.

Analyst   Speak to Analyst
  • Sample PDF showcases the content structure and the nature of the information with qualitative and quantitative analysis.
  • Request discounts available for Start-Ups & Universities
MARKET PLAYERS

The report provides a detailed overview of the industry including both qualitative and quantitative information. It provides overview and forecast of the global data mining tools market based on various segments. It also provides market size and forecast estimates from year 2021 to 2031 with respect to five major regions, namely; North America, Europe, Asia-Pacific (APAC), Middle East and Africa (MEA) and South America. The data mining tools market by each region is later sub-segmented by respective countries and segments. The report covers analysis and forecast of 18 countries globally along with current trend and opportunities prevailing in the region.

The report analyzes factors affecting data mining tools market from both demand and supply side and further evaluates market dynamics effecting the market during the forecast period i.e., drivers, restraints, opportunities, and future trend. The report also provides exhaustive PEST analysis for all five regions namely; North America, Europe, APAC, MEA and South America after evaluating political, economic, social and technological factors effecting the data mining tools market in these regions.

MARKET PLAYERS

The reports cover key developments in the data mining tools market as organic and inorganic growth strategies. Various companies are focusing on organic growth strategies such as product launches, product approvals and others such as patents and events. Inorganic growth strategies activities witnessed in the market were acquisitions, and partnership & collaborations. These activities have paved way for expansion of business and customer base of market players. The market players from data mining tools market are anticipated to lucrative growth opportunities in the future with the rising demand for data mining tools market. Below mentioned is the list of few companies engaged in the data mining tools market.

The report also includes the profiles of key data mining tools market companies along with their SWOT analysis and market strategies. In addition, the report focuses on leading industry players with information such as company profiles, components and services offered, financial information of last 3 years, key development in past five years.

- IBM.
- ALTERYX, INC
- Intel Corporation
- Microsoft.
- Oracle
- RapidMiner, Inc.
- Salford Systems.
- SAS Institute Inc.
- Teradata.
- The MathWorks, Inc.

The Insight Partners dedicated research and analysis team consist of experienced professionals with advanced statistical expertise and offer various customization options in the existing study.
  • Sample PDF showcases the content structure and the nature of the information with qualitative and quantitative analysis.
  • Request discounts available for Start-Ups & Universities
Report Coverage
Report Coverage

Revenue forecast, Company Analysis, Industry landscape, Growth factors, and Trends

Segment Covered
Segment Covered

This text is related
to segments covered.

Regional Scope
Regional Scope

North America, Europe, Asia Pacific, Middle East & Africa, South & Central America

Country Scope
Country Scope

This text is related
to country scope.

Table of Contents

1 INTRODUCTION
1.1 THE INSIGHT PARTNERS RESEARCH REPORT GUIDANCE
2 KEY TAKEAWAYS
3 DATA MINING TOOLSMARKET LANDSCAPE
3.1 OVERVIEW
3.2 MARKET SEGMENTATION
3.2.1 Data Mining Tools Market - By Deployment Type
3.2.2 Data Mining Tools Market - By Business Application
3.2.3 Data Mining Tools Market - By End-User
3.2.4 Data Mining ToolsMarket - By Region
3.2.4.1 By Countries
3.2.5 PEST Analysis
3.2.5.1 North America - PEST Analysis
3.2.5.2 Europe - PEST Analysis
3.2.5.3 Asia Pacific (APAC) - PEST Analysis
3.2.5.4 Rest of the World (RoW) - PEST Analysis
4 DATA MINING TOOLSMARKET - KEY INDUSTRY DYNAMICS
4.1 KEY MARKET DRIVERS
4.2 KEY MARKET RESTRAINTS
4.3 KEY MARKET OPPORTUNITIES
4.4 FUTURE TRENDS
4.5 IMPACT ANALYSIS OF DRIVERS, RESTRAINTS & EXPECTED INFLUENCE OF COVID-19 PANDEMIC
5 DATA MINING TOOLSMARKET - GLOBAL MARKET ANALYSIS
5.1 DATA MINING TOOLS- GLOBAL MARKET OVERVIEW
5.2 DATA MINING TOOLS- GLOBAL MARKET AND FORECAST TO 2025
6 DATA MINING TOOLS MARKET REVENUE AND FORECASTS TO 2028 - DEPLOYMENT MODEL
6.1 OVERVIEW
6.2 DEPLOYMENT MODEL MARKET FORECASTS AND ANALYSIS
6.3 CLOUD MARKET
6.3.1 Overview
6.3.2 Cloud market forecast and analysis
6.4 ON-PREMISES MARKET
6.4.1 Overview
6.4.2 On-Premises market forecast and analysis

7 DATA MINING TOOLS MARKET REVENUE AND FORECASTS TO 2028 - BUSINESS APPLICATION
7.1 OVERVIEW
7.2 BUSINESS APPLICATION MARKET FORECASTS AND ANALYSIS
7.3 FINANCE MARKET
7.3.1 Overview
7.3.2 Finance market forecast and analysis
7.4 SALES & MARKETING MARKET
7.4.1 Overview
7.4.2 Sales & Marketing market forecast and analysis
7.5 SUPPLY CHAIN & LOGISTICS MARKET
7.5.1 Overview
7.5.2 Supply Chain & Logstics market forecast and analysis
7.6 OTHER MARKET
7.6.1 Overview
7.6.2 Other market forecast and analysis
8 DATA MINING TOOLSMARKET REVENUE AND FORECASTS TO 2028 - END-USERS
8.1 OVERVIEW
8.2 END-USERS MARKET FORECASTS AND ANALYSIS
8.3 BFSI MARKET
8.3.1 Overview
8.3.2 BFSI market forecast and analysis
8.4 RETAIL MARKET
8.4.1 Overview
8.4.2 Retail market forecast and analysis
8.5 HEALTHCARE MARKET
8.5.1 Overview
8.5.2 Healthcare market forecast and analysis
8.6 IT & TELECOM MARKET
8.6.1 Overview
8.6.2 IT & Telecom market forecast and analysis
8.7 MANUFACTURING MARKET
8.7.1 Overview
8.7.2 Manufacturing market forecast and analysis
8.8 ENERGY & UTULITY MARKET
8.8.1 Overview
8.8.2 Energy & Utility market forecast and analysis
8.9 GOVERNMENT MARKET
8.9.1 Overview
8.9.2 Government market forecast and analysis
8.10 OTHER MARKET
8.10.1 Overview
8.10.2 Other market forecast and analysis
9 DATA MINING TOOLSMARKET REVENUE AND FORECASTS TO 2028 - GEOGRAPHICAL ANALYSIS
9.1 NORTH AMERICA
9.1.1 North America Data Mining ToolsMarket Overview
9.1.2 North America Data Mining ToolsMarket Forecasts and Analysis
9.1.3 North America Market Forecasts and Analysis - By Countries
9.1.3.1 US market
9.1.3.2 Canada market
9.1.3.3 Mexico market
9.1.4 North America Market Forecasts and Analysis - By Deployment Model
9.1.5 North America Market Forecasts and Analysis - By Business Application
9.1.6 North America Market Forecasts and Analysis - By End-Users

9.2 EUROPE
9.2.1 Europe Data Mining Tools Market Overview
9.2.2 Europe Data Mining Tools Market Forecasts and Analysis
9.2.3 Europe Market Forecasts and Analysis - By Countries
9.2.3.1 France market
9.2.3.2 Germany market
9.2.3.3 Italy market
9.2.3.4 Spain market
9.2.3.5 UK market
9.2.4 Europe Market Forecasts and Analysis - By Deployment Model
9.2.5 Europe Market Forecasts and Analysis - By Business Application
9.2.6 Europe Market Forecasts and Analysis - By End-Users
9.3 ASIA PACIFIC (APAC)
9.3.1 Asia Pacific Data Mining Tools Market Overview
9.3.2 Asia Pacific Data Mining Tools Market Forecasts and Analysis
9.3.3 Asia Pacific Market Forecasts and Analysis - By Countries
9.3.3.1 Australia market
9.3.3.2 China market
9.3.3.3 India market
9.3.3.4 Japan market
9.3.4 Asia Pacific Market Forecasts and Analysis - By Deployment Model
9.3.5 Asia Pacific Market Forecasts and Analysis - By Business Application
9.3.6 Asia Pacific Market Forecasts and Analysis - By End-Users
9.4 MIDDLE EAST AND AFRICA (MEA)
9.4.1 Middle East & Africa Data Mining Tools Market Overview
9.4.2 Middle East & Africa Data Mining Tools Market Forecasts and Analysis
9.4.3 Middle East & Africa Market Forecasts and Analysis - By Countries
9.4.3.1 Saudi Arabia market
9.4.3.2 UAE East market
9.4.3.3 South Africa market
9.4.4 Middle East & Africa Market Forecasts and Analysis - By Deployment Model
9.4.5 Middle East & Africa Market Forecasts and Analysis - By Business Application
9.4.6 Middle East & Africa Market Forecasts and Analysis - By End-Users
9.5 SOUTH AMERICA (SAM)
9.5.1 South America Data Mining Tools Market Overview
9.5.2 South America Data Mining Tools Market Forecasts and Analysis
9.5.3 South America Market Forecasts and Analysis - By Countries
9.5.3.1 Brazil market
9.5.3.2 Rest of South America market
9.5.4 South America Market Forecasts and Analysis - By Deployment Type
9.5.5 South America Market Forecasts and Analysis - By Business Application
9.5.6 South America Market Forecasts and Analysis - By End-Users
10 INDUSTRY LANDSCAPE
10.1 MERGERS & ACQUISITIONS
10.2 MARKET INITIATIVES
10.3 NEW DEVELOPMENTS
10.4 INVESTMENT SCENARIOS
11 COMPETITIVE LANDSCAPE
11.1 COMPETITIVE PRODUCT MAPPING
11.2 MARKET POSITIONING/ MARKET SHARE
12 DATA MINING TOOLSMARKET, KEY COMPANY PROFILES
12.1 IBM.
12.1.1 Key Facts
12.1.2 Business Description
12.1.3 Financial Overview
12.1.4 SWOT Analysis
12.1.5 Key Developments
12.2 SAS INSTITUTE.
12.2.1 Key Facts
12.2.2 Business Description
12.2.3 Financial Overview
12.2.4 SWOT Analysis
12.2.5 Key Developments
12.3 ORACLE
12.3.1 Key Facts
12.3.2 Business Description
12.3.3 Financial Overview
12.3.4 SWOT Analysis
12.3.5 Key Developments
12.4 TERADATA.
12.4.1 Key Facts
12.4.2 Business Description
12.4.3 Financial Overview
12.4.4 SWOT Analysis
12.4.5 Key Developments
12.5 MICROSOFT.
12.5.1 Key Facts
12.5.2 Business Description
12.5.3 Financial Overview
12.5.4 SWOT Analysis
12.5.5 Key Developments
12.6 KNIME
12.6.1 Key Facts
12.6.2 Business Description
12.6.3 Financial Overview
12.6.4 SWOT Analysis
12.6.5 Key Developments
12.7 MATH WORK.
12.7.1 Key Facts
12.7.2 Business Description
12.7.3 Financial Overview
12.7.4 SWOT Analysis
12.7.5 Key Developments
12.8 RAPIDMINDER.
12.8.1 Key Facts
12.8.2 Business Description
12.8.3 Financial Overview
12.8.4 SWOT Analysis
12.8.5 Key Developments
12.9 INTEL
12.9.1 Key Facts
12.9.2 Business Description
12.9.3 Financial Overview
12.9.4 SWOT Analysis
12.9.5 Key Developments
12.10 ALTERYX
12.10.1 Key Facts
12.10.2 Business Description
12.10.3 Financial Overview
12.10.4 SWOT Analysis
12.10.5 Key Developments

13 APPENDIX
13.1 ABOUT THE INSIGHT PARTNERS
13.2 GLOSSARY OF TERMS
13.3 RESEARCH METHODOLOGY
NOTE:
- This ToC is tentative in nature and is subject to further refinement during the course of the research study
- The list of company profiles included in this ToC is tentative. Profiles of specific players, if required, shall be added to the report upon request.
The List of Companies

1. IBM.
2. SAS Institute.
3. Oracle
4. Teradata.
5. Microsoft.
6. Math work.
7. Rapidminder.
8. intel
9. alteryx
10. KNIME.

The Insight Partners performs research in 4 major stages: Data Collection & Secondary Research, Primary Research, Data Analysis and Data Triangulation & Final Review.

  1. Data Collection and Secondary Research:

As a market research and consulting firm operating from a decade, we have published many reports and advised several clients across the globe. First step for any study will start with an assessment of currently available data and insights from existing reports. Further, historical and current market information is collected from Investor Presentations, Annual Reports, SEC Filings, etc., and other information related to company’s performance and market positioning are gathered from Paid Databases (Factiva, Hoovers, and Reuters) and various other publications available in public domain.

Several associations trade associates, technical forums, institutes, societies and organizations are accessed to gain technical as well as market related insights through their publications such as research papers, blogs and press releases related to the studies are referred to get cues about the market. Further, white papers, journals, magazines, and other news articles published in the last 3 years are scrutinized and analyzed to understand the current market trends.

  1. Primary Research:

The primarily interview analysis comprise of data obtained from industry participants interview and answers to survey questions gathered by in-house primary team.

For primary research, interviews are conducted with industry experts/CEOs/Marketing Managers/Sales Managers/VPs/Subject Matter Experts from both demand and supply side to get a 360-degree view of the market. The primary team conducts several interviews based on the complexity of the markets to understand the various market trends and dynamics which makes research more credible and precise.

A typical research interview fulfils the following functions:

  • Provides first-hand information on the market size, market trends, growth trends, competitive landscape, and outlook
  • Validates and strengthens in-house secondary research findings
  • Develops the analysis team’s expertise and market understanding

Primary research involves email interactions and telephone interviews for each market, category, segment, and sub-segment across geographies. The participants who typically take part in such a process include, but are not limited to:

  • Industry participants: VPs, business development managers, market intelligence managers and national sales managers
  • Outside experts: Valuation experts, research analysts and key opinion leaders specializing in the electronics and semiconductor industry.

Below is the breakup of our primary respondents by company, designation, and region:

Research Methodology

Once we receive the confirmation from primary research sources or primary respondents, we finalize the base year market estimation and forecast the data as per the macroeconomic and microeconomic factors assessed during data collection.

  1. Data Analysis:

Once data is validated through both secondary as well as primary respondents, we finalize the market estimations by hypothesis formulation and factor analysis at regional and country level.

  • 3.1 Macro-Economic Factor Analysis:

We analyse macroeconomic indicators such the gross domestic product (GDP), increase in the demand for goods and services across industries, technological advancement, regional economic growth, governmental policies, the influence of COVID-19, PEST analysis, and other aspects. This analysis aids in setting benchmarks for various nations/regions and approximating market splits. Additionally, the general trend of the aforementioned components aid in determining the market's development possibilities.

  • 3.2 Country Level Data:

Various factors that are especially aligned to the country are taken into account to determine the market size for a certain area and country, including the presence of vendors, such as headquarters and offices, the country's GDP, demand patterns, and industry growth. To comprehend the market dynamics for the nation, a number of growth variables, inhibitors, application areas, and current market trends are researched. The aforementioned elements aid in determining the country's overall market's growth potential.

  • 3.3 Company Profile:

The “Table of Contents” is formulated by listing and analyzing more than 25 - 30 companies operating in the market ecosystem across geographies. However, we profile only 10 companies as a standard practice in our syndicate reports. These 10 companies comprise leading, emerging, and regional players. Nonetheless, our analysis is not restricted to the 10 listed companies, we also analyze other companies present in the market to develop a holistic view and understand the prevailing trends. The “Company Profiles” section in the report covers key facts, business description, products & services, financial information, SWOT analysis, and key developments. The financial information presented is extracted from the annual reports and official documents of the publicly listed companies. Upon collecting the information for the sections of respective companies, we verify them via various primary sources and then compile the data in respective company profiles. The company level information helps us in deriving the base number as well as in forecasting the market size.

  • 3.4 Developing Base Number:

Aggregation of sales statistics (2020-2022) and macro-economic factor, and other secondary and primary research insights are utilized to arrive at base number and related market shares for 2022. The data gaps are identified in this step and relevant market data is analyzed, collected from paid primary interviews or databases. On finalizing the base year market size, forecasts are developed on the basis of macro-economic, industry and market growth factors and company level analysis.

  1. Data Triangulation and Final Review:

The market findings and base year market size calculations are validated from supply as well as demand side. Demand side validations are based on macro-economic factor analysis and benchmarks for respective regions and countries. In case of supply side validations, revenues of major companies are estimated (in case not available) based on industry benchmark, approximate number of employees, product portfolio, and primary interviews revenues are gathered. Further revenue from target product/service segment is assessed to avoid overshooting of market statistics. In case of heavy deviations between supply and demand side values, all thes steps are repeated to achieve synchronization.

We follow an iterative model, wherein we share our research findings with Subject Matter Experts (SME’s) and Key Opinion Leaders (KOLs) until consensus view of the market is not formulated – this model negates any drastic deviation in the opinions of experts. Only validated and universally acceptable research findings are quoted in our reports.

We have important check points that we use to validate our research findings – which we call – data triangulation, where we validate the information, we generate from secondary sources with primary interviews and then we re-validate with our internal data bases and Subject matter experts. This comprehensive model enables us to deliver high quality, reliable data in shortest possible time.

Your data will never be shared with third parties, however, we may send you information from time to time about our products that may be of interest to you. By submitting your details, you agree to be contacted by us. You may contact us at any time to opt-out.

Trends and growth analysis reports related to Technology, Media and Telecommunications : READ MORE..