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Global Text Mining System Market Outlook, In‑Depth Analysis & Forecast to 2031
Published Date: November 2025
|
Report Code: QYRE-Auto-28R16758
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Global Text Mining System Market Research Report 2024
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Global Text Mining System Market Outlook, In‑Depth Analysis & Forecast to 2031

Code: QYRE-Auto-28R16758
Report
November 2025
Pages:176
QYResearch
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DESCRIPTION
TABLE OF CONTENT
TABLES & FIGURES

Text Mining System Market

The global Text Mining System market is projected to grow from US$ million in 2024 to US$ million by 2031, at a CAGR of %(2025-2031), driven by critical product segments and diverse end‑use applications.
Text Mining System is a system that uses natural language processing, data mining and machine learning technologies to extract useful information, patterns and knowledge from large amounts of text data. Text mining systems can help users automatically analyze and understand text data to discover valuable information hidden behind the text.
From a downstream perspective, Intelligence Analysis accounted for % of 2024 revenue, surging to US$ million by 2031 (CAGR: % from 2025–2031).
Text Mining System leading manufacturers including IBM, Microsoft, SAS, Google, Amazon, Oracle, SAP, Lexalytics, Altair Engineering, Knime, etc., dominate supply; the top five capture approximately % of global revenue, with IBM leading 2024 sales at US$ million.
Regional Outlook:
North America rose from US$ million in 2024 to a forecast US$ million by 2031 (CAGR %).
Asia‑Pacific will expand from US$ million to US$ million (CAGR  %), led by China (US$ million in 2024, % share rising to % by 2031), Japan (CAGR %), South Korea (CAGR %), and Southeast Asia (CAGR %).
Europe is set to grow from US$ million to US$ million (CAGR %), with Germany projected to hit US$ million by 2031 (CAGR %).

Report Includes:

This definitive report equips CEOs, marketing directors, and investors with a 360° view of the global Text Mining System market across value chain. It analyzes historical revenue data (2020–2024) and delivers forecasts through 2031, illuminating demand trends and growth drivers.
By segmenting the market by Type and by Application, the study quantifies market size, growth rates, niche opportunities, and substitution risks, and analyzes downstream customers distribution pattern.
Granular regional insights cover five major markets—North America, Europe, APAC, South America, and MEA—with in‑depth analysis of 20+ countries, detailing dominant products, competitive landscape, and downstream demand trends.
Critical competitive intelligence profiles players—revenue, margins, pricing strategies, and major customers—and dissects the top-player positioning across product lines, applications, and regions to reveal strategic strengths.
A concise Industry‑chain overview maps upstream, middlestream, and downstream distribution dynamics to identify strategic gaps and unmet demand.
Market Segmentation

Scope of Text Mining System Market Report

Report Metric Details
Report Name Text Mining System Market
Segment by Type
  • Text Classification Tool
  • Text Clustering Tool
  • Named Entity Recognition Tool
  • Keyword Extraction Tool
  • Sentiment Analysis Tools
  • Topic Modeling Tools
  • Text Generation Tools
  • Text Analysis Platform
Segment by Application
  • Intelligence Analysis
  • Public Opinion Monitoring
  • Financial Sector
  • Medical Insurance
  • Marketing
  • Education Industry
  • Human Resource Management
Sales by Region
  • North America (United States, Canada)
  • Europe (Germany, France, UK, Italy, Russia) Rest of Europe
  • Nordic Countries
  • Asia-Pacific (China, Japan, South Korea)
  • Southeast Asia (India, Australia)
  • Rest of Asia
  • Latin America (Mexico, Brazil)
  • Rest of Latin America
  • Middle East & Africa (Turkey, Saudi Arabia, UAE, Rest of MEA)
By Company IBM, Microsoft, SAS, Google, Amazon, Oracle, SAP, Lexalytics, Altair Engineering, Knime, Aylien, MonkeyLearn, Basis Technology, Linguamatics, Shenzhen Tianyuan DIC Information Technology, Qualtrics, Mozenda, Semantic Web Company, BenchSci, Algolia, SPOTTER, Rossum, SciBite, KapCode, Brandwatch, Apache Lucene, Derlte
Forecast units USD million in value
Report coverage Revenue and volume forecast, company share, competitive landscape, growth factors and trends

Chapter Outline

  • Chapter 1: Defines the Text Mining System study scope, segments the market by Type and by Application, etc, highlights segment size and growth potential.
  • Chapter 2: Offers current market state, projects global revenue and sales to 2031, pinpointing high consumption regions and emerging market catalysts
  • Chapter 3: Dissects the player landscape—ranks by revenue and profitability, details Player performance by product type and evaluates concentration alongside M&A moves.
  • Chapter 4: Unlocks high margin product segments—compares revenue, ASP, and technology differentiators, highlighting growth niches and substitution risks
  • Chapter 5: Targets downstream market opportunities—evaluates market size by Application, identifies emerging use cases, and profiles leading customers by region and by Application.
  • Chapter 6: North America—breaks down market size by Type, by Application and country, profiles key players and assesses growth drivers and barriers.
  • Chapter 7: Europe—analyses regional market by Type, by Application and players, flagging drivers and barriers.
  • Chapter 8: Asia Pacific—quantifies market size by Type, by Application, and region/country, profiles top players, and uncovers high potential expansion areas.
  • Chapter 9: Central & South America—measures market size by Type, by Application, and country, profiles top players, and identifies investment opportunities and challenges.
  • Chapter 10: Middle East and Africa—evaluates market size by Type, by Application, and country, profiles key players, and outlines investment prospects and market hurdles
  • Chapter 11: Profiles players in depth—details product specs, revenue, margins; Top-tier players 2024 sales breakdowns by Product type, by Application, by region SWOT analysis, and recent strategic developments.
  • Chapter 12: Industry chain—analyses upstream, cost drivers, plus downstream channels.
  • Chapter 13: Market dynamics—explores drivers, restraints, regulatory impacts, and risk mitigation strategies.
  • Chapter 14: Actionable conclusions and strategic recommendations.
  • Why This Report:
  • Beyond standard market data, this analysis provides a clear profitability roadmap—empowering you to:
  • Allocate capital strategically to high growth regions (Chapters 6–10) and margin rich segments (Chapter 5).
  • Negotiate from strength with suppliers (Chapter 12) and customers (Chapter 5) using cost and demand intelligence.
  • Outmaneuver competitors with granular insights into their operations, margins, and strategies (Chapters 3 and 11).
  • Capitalize on the projected billion‑dollar opportunity with data‑driven regional and segment tactics (Chapter 12-14).
  • Leverage this 360° intelligence to turn market complexity into actionable competitive advantage.

FAQ for this report

Who are the main players in the Text Mining System Market report?

Ans: The main players in the Text Mining System Market are IBM, Microsoft, SAS, Google, Amazon, Oracle, SAP, Lexalytics, Altair Engineering, Knime, Aylien, MonkeyLearn, Basis Technology, Linguamatics, Shenzhen Tianyuan DIC Information Technology, Qualtrics, Mozenda, Semantic Web Company, BenchSci, Algolia, SPOTTER, Rossum, SciBite, KapCode, Brandwatch, Apache Lucene, Derlte

What are the Application segmentation covered in the Text Mining System Market report?

Ans: The Applications covered in the Text Mining System Market report are Intelligence Analysis, Public Opinion Monitoring, Financial Sector, Medical Insurance, Marketing, Education Industry, Human Resource Management

What are the Type segmentation covered in the Text Mining System Market report?

Ans: The Types covered in the Text Mining System Market report are Text Classification Tool, Text Clustering Tool, Named Entity Recognition Tool, Keyword Extraction Tool, Sentiment Analysis Tools, Topic Modeling Tools, Text Generation Tools, Text Analysis Platform

1 Study Coverage
1.1 Introduction to Text Mining System: Definition, Properties, and Key Attributes
1.2 Market Segmentation by Type
1.2.1 Global Text Mining System Market Size by Type, 2020 VS 2024 VS 2031
1.2.2 Text Classification Tool
1.2.3 Text Clustering Tool
1.2.4 Named Entity Recognition Tool
1.2.5 Keyword Extraction Tool
1.2.6 Sentiment Analysis Tools
1.2.7 Topic Modeling Tools
1.2.8 Text Generation Tools
1.2.9 Text Analysis Platform
1.3 Market Segmentation by Application
1.3.1 Global Text Mining System Market Size by Application, 2020 VS 2024 VS 2031
1.3.2 Intelligence Analysis
1.3.3 Public Opinion Monitoring
1.3.4 Financial Sector
1.3.5 Medical Insurance
1.3.6 Marketing
1.3.7 Education Industry
1.3.8 Human Resource Management
1.4 Assumptions and Limitations
1.5 Study Objectives
1.6 Years Considered
2 Executive Summary
2.1 Global Text Mining System Revenue Estimates and Forecasts 2020-2031
2.2 Global Text Mining System Revenue by Region
2.2.1 Revenue Comparison: 2020 VS 2024 VS 2031
2.2.2 Historical and Forecasted Revenue by Region (2020-2031)
2.2.3 Global Revenue Market Share by Region (2020-2031)
2.2.4 Emerging Market Focus: Growth Drivers & Investment Trends
3 Competition by Players
3.1 Global Text Mining System Player Revenue Rankings and Profitability
3.1.1 Global Revenue (Value) by Players (2020-2025)
3.1.2 Global Key Player Revenue Ranking (2023 vs. 2024)
3.1.3 Revenue-Based Tier Segmentation (Tier 1, Tier 2, and Tier 3)
3.1.4 Gross Margin by Top Player (2020 VS 2024)
3.2 Global Text Mining System Companies Headquarters and Service Footprint
3.3 Main Product Type Market Size by Players
3.3.1 Text Classification Tool Market Size by Players
3.3.2 Text Clustering Tool Market Size by Players
3.3.3 Named Entity Recognition Tool Market Size by Players
3.3.4 Keyword Extraction Tool Market Size by Players
3.3.5 Sentiment Analysis Tools Market Size by Players
3.3.6 Topic Modeling Tools Market Size by Players
3.3.7 Text Generation Tools Market Size by Players
3.3.8 Text Analysis Platform Market Size by Players
3.4 Global Text Mining System Market Concentration and Dynamics
3.4.1 Global Market Concentration (CR5 and HHI)
3.4.2 Entrant/Exit Impact Analysis
3.4.3 Strategic Moves: M&A, Expansion, R&D Investment
4 Global Product Segmentation Analysis
4.1 Global Text Mining System Revenue Trends by Type
4.1.1 Global Historical and Forecasted Revenue by Type (2020-2031)
4.1.2 Global Revenue Market Share by Type (2020-2031)
4.2 Key Product Attributes and Differentiation
4.3 Subtype Dynamics: Growth Leaders, Profitability and Risk
4.3.1 High-Growth Niches and Adoption Drivers
4.3.2 Profitability Hotspots and Cost Drivers
4.3.3 Substitution Threats
5 Global Downstream Application Analysis
5.1 Global Text Mining System Revenue by Application
5.1.1 Global Historical and Forecasted Revenue by Application (2020-2031)
5.1.2 Revenue Market Share by Application (2020-2031)
5.1.3 High-Growth Application Identification
5.1.4 Emerging Application Case Studies
5.2 Downstream Customer Analysis
5.2.1 Top Customers by Region
5.2.2 Top Customers by Application
6 North America
6.1 North America Market Size (2020-2031)
6.2 North America Key Players Revenue in 2024
6.3 North America Text Mining System Market Size by Type (2020-2031)
6.4 North America Text Mining System Market Size by Application (2020-2031)
6.5 North America Growth Accelerators and Market Barriers
6.6 North America Text Mining System Market Size by Country
6.6.1 North America Revenue Trends by Country
6.6.2 US
6.6.3 Canada
6.6.4 Mexico
7 Europe
7.1 Europe Market Size (2020-2031)
7.2 Europe Key Players Revenue in 2024
7.3 Europe Text Mining System Market Size by Type (2020-2031)
7.4 Europe Text Mining System Market Size by Application (2020-2031)
7.5 Europe Growth Accelerators and Market Barriers
7.6 Europe Text Mining System Market Size by Country
7.6.1 Europe Revenue Trends by Country
7.6.2 Germany
7.6.3 France
7.6.4 U.K.
7.6.5 Italy
7.6.6 Russia
8 Asia-Pacific
8.1 Asia-Pacific Market Size (2020-2031)
8.2 Asia-Pacific Key Players Revenue in 2024
8.3 Asia-Pacific Text Mining System Market Size by Type (2020-2031)
8.4 Asia-Pacific Text Mining System Market Size by Application (2020-2031)
8.5 Asia-Pacific Growth Accelerators and Market Barriers
8.6 Asia-Pacific Text Mining System Market Size by Region
8.6.1 Asia-Pacific Revenue Trends by Region
8.7 China
8.8 Japan
8.9 South Korea
8.10 Australia
8.11 India
8.12 Southeast Asia
8.12.1 Indonesia
8.12.2 Vietnam
8.12.3 Malaysia
8.12.4 Philippines
8.12.5 Singapore
9 Central and South America
9.1 Central and South America Market Size (2020-2031)
9.2 Central and South America Key Players Revenue in 2024
9.3 Central and South America Text Mining System Market Size by Type (2020-2031)
9.4 Central and South America Text Mining System Market Size by Application (2020-2031)
9.5 Central and South America Investment Opportunities and Key Challenges
9.6 Central and South America Text Mining System Market Size by Country
9.6.1 Central and South America Revenue Trends by Country (2020 VS 2024 VS 2031)
9.6.2 Brazil
9.6.3 Argentina
10 Middle East and Africa
10.1 Middle East and Africa Market Size (2020-2031)
10.2 Middle East and Africa Key Players Revenue in 2024
10.3 Middle East and Africa Text Mining System Market Size by Type (2020-2031)
10.4 Middle East and Africa Text Mining System Market Size by Application (2020-2031)
10.5 Middle East and Africa Investment Opportunities and Key Challenges
10.6 Middle East and Africa Text Mining System Market Size by Country
10.6.1 Middle East and Africa Revenue Trends by Country (2020 VS 2024 VS 2031)
10.6.2 GCC Countries
10.6.3 Israel
10.6.4 Egypt
10.6.5 South Africa
11 Corporate Profile
11.1 IBM
11.1.1 IBM Corporation Information
11.1.2 IBM Business Overview
11.1.3 IBM Text Mining System Product Features and Attributes
11.1.4 IBM Text Mining System Revenue and Gross Margin (2020-2025)
11.1.5 IBM Text Mining System Revenue by Product in 2024
11.1.6 IBM Text Mining System Revenue by Application in 2024
11.1.7 IBM Text Mining System Revenue by Geographic Area in 2024
11.1.8 IBM Text Mining System SWOT Analysis
11.1.9 IBM Recent Developments
11.2 Microsoft
11.2.1 Microsoft Corporation Information
11.2.2 Microsoft Business Overview
11.2.3 Microsoft Text Mining System Product Features and Attributes
11.2.4 Microsoft Text Mining System Revenue and Gross Margin (2020-2025)
11.2.5 Microsoft Text Mining System Revenue by Product in 2024
11.2.6 Microsoft Text Mining System Revenue by Application in 2024
11.2.7 Microsoft Text Mining System Revenue by Geographic Area in 2024
11.2.8 Microsoft Text Mining System SWOT Analysis
11.2.9 Microsoft Recent Developments
11.3 SAS
11.3.1 SAS Corporation Information
11.3.2 SAS Business Overview
11.3.3 SAS Text Mining System Product Features and Attributes
11.3.4 SAS Text Mining System Revenue and Gross Margin (2020-2025)
11.3.5 SAS Text Mining System Revenue by Product in 2024
11.3.6 SAS Text Mining System Revenue by Application in 2024
11.3.7 SAS Text Mining System Revenue by Geographic Area in 2024
11.3.8 SAS Text Mining System SWOT Analysis
11.3.9 SAS Recent Developments
11.4 Google
11.4.1 Google Corporation Information
11.4.2 Google Business Overview
11.4.3 Google Text Mining System Product Features and Attributes
11.4.4 Google Text Mining System Revenue and Gross Margin (2020-2025)
11.4.5 Google Text Mining System Revenue by Product in 2024
11.4.6 Google Text Mining System Revenue by Application in 2024
11.4.7 Google Text Mining System Revenue by Geographic Area in 2024
11.4.8 Google Text Mining System SWOT Analysis
11.4.9 Google Recent Developments
11.5 Amazon
11.5.1 Amazon Corporation Information
11.5.2 Amazon Business Overview
11.5.3 Amazon Text Mining System Product Features and Attributes
11.5.4 Amazon Text Mining System Revenue and Gross Margin (2020-2025)
11.5.5 Amazon Text Mining System Revenue by Product in 2024
11.5.6 Amazon Text Mining System Revenue by Application in 2024
11.5.7 Amazon Text Mining System Revenue by Geographic Area in 2024
11.5.8 Amazon Text Mining System SWOT Analysis
11.5.9 Amazon Recent Developments
11.6 Oracle
11.6.1 Oracle Corporation Information
11.6.2 Oracle Business Overview
11.6.3 Oracle Text Mining System Product Features and Attributes
11.6.4 Oracle Text Mining System Revenue and Gross Margin (2020-2025)
11.6.5 Oracle Recent Developments
11.7 SAP
11.7.1 SAP Corporation Information
11.7.2 SAP Business Overview
11.7.3 SAP Text Mining System Product Features and Attributes
11.7.4 SAP Text Mining System Revenue and Gross Margin (2020-2025)
11.7.5 SAP Recent Developments
11.8 Lexalytics
11.8.1 Lexalytics Corporation Information
11.8.2 Lexalytics Business Overview
11.8.3 Lexalytics Text Mining System Product Features and Attributes
11.8.4 Lexalytics Text Mining System Revenue and Gross Margin (2020-2025)
11.8.5 Lexalytics Recent Developments
11.9 Altair Engineering
11.9.1 Altair Engineering Corporation Information
11.9.2 Altair Engineering Business Overview
11.9.3 Altair Engineering Text Mining System Product Features and Attributes
11.9.4 Altair Engineering Text Mining System Revenue and Gross Margin (2020-2025)
11.9.5 Altair Engineering Recent Developments
11.10 Knime
11.10.1 Knime Corporation Information
11.10.2 Knime Business Overview
11.10.3 Knime Text Mining System Product Features and Attributes
11.10.4 Knime Text Mining System Revenue and Gross Margin (2020-2025)
11.10.5 Company Ten Recent Developments
11.11 Aylien
11.11.1 Aylien Corporation Information
11.11.2 Aylien Business Overview
11.11.3 Aylien Text Mining System Product Features and Attributes
11.11.4 Aylien Text Mining System Revenue and Gross Margin (2020-2025)
11.11.5 Aylien Recent Developments
11.12 MonkeyLearn
11.12.1 MonkeyLearn Corporation Information
11.12.2 MonkeyLearn Business Overview
11.12.3 MonkeyLearn Text Mining System Product Features and Attributes
11.12.4 MonkeyLearn Text Mining System Revenue and Gross Margin (2020-2025)
11.12.5 MonkeyLearn Recent Developments
11.13 Basis Technology
11.13.1 Basis Technology Corporation Information
11.13.2 Basis Technology Business Overview
11.13.3 Basis Technology Text Mining System Product Features and Attributes
11.13.4 Basis Technology Text Mining System Revenue and Gross Margin (2020-2025)
11.13.5 Basis Technology Recent Developments
11.14 Linguamatics
11.14.1 Linguamatics Corporation Information
11.14.2 Linguamatics Business Overview
11.14.3 Linguamatics Text Mining System Product Features and Attributes
11.14.4 Linguamatics Text Mining System Revenue and Gross Margin (2020-2025)
11.14.5 Linguamatics Recent Developments
11.15 Shenzhen Tianyuan DIC Information Technology
11.15.1 Shenzhen Tianyuan DIC Information Technology Corporation Information
11.15.2 Shenzhen Tianyuan DIC Information Technology Business Overview
11.15.3 Shenzhen Tianyuan DIC Information Technology Text Mining System Product Features and Attributes
11.15.4 Shenzhen Tianyuan DIC Information Technology Text Mining System Revenue and Gross Margin (2020-2025)
11.15.5 Shenzhen Tianyuan DIC Information Technology Recent Developments
11.16 Qualtrics
11.16.1 Qualtrics Corporation Information
11.16.2 Qualtrics Business Overview
11.16.3 Qualtrics Text Mining System Product Features and Attributes
11.16.4 Qualtrics Text Mining System Revenue and Gross Margin (2020-2025)
11.16.5 Qualtrics Recent Developments
11.17 Mozenda
11.17.1 Mozenda Corporation Information
11.17.2 Mozenda Business Overview
11.17.3 Mozenda Text Mining System Product Features and Attributes
11.17.4 Mozenda Text Mining System Revenue and Gross Margin (2020-2025)
11.17.5 Mozenda Recent Developments
11.18 Semantic Web Company
11.18.1 Semantic Web Company Corporation Information
11.18.2 Semantic Web Company Business Overview
11.18.3 Semantic Web Company Text Mining System Product Features and Attributes
11.18.4 Semantic Web Company Text Mining System Revenue and Gross Margin (2020-2025)
11.18.5 Semantic Web Company Recent Developments
11.19 BenchSci
11.19.1 BenchSci Corporation Information
11.19.2 BenchSci Business Overview
11.19.3 BenchSci Text Mining System Product Features and Attributes
11.19.4 BenchSci Text Mining System Revenue and Gross Margin (2020-2025)
11.19.5 BenchSci Recent Developments
11.20 Algolia
11.20.1 Algolia Corporation Information
11.20.2 Algolia Business Overview
11.20.3 Algolia Text Mining System Product Features and Attributes
11.20.4 Algolia Text Mining System Revenue and Gross Margin (2020-2025)
11.20.5 Algolia Recent Developments
11.21 SPOTTER
11.21.1 SPOTTER Corporation Information
11.21.2 SPOTTER Business Overview
11.21.3 SPOTTER Text Mining System Product Features and Attributes
11.21.4 SPOTTER Text Mining System Revenue and Gross Margin (2020-2025)
11.21.5 SPOTTER Recent Developments
11.22 Rossum
11.22.1 Rossum Corporation Information
11.22.2 Rossum Business Overview
11.22.3 Rossum Text Mining System Product Features and Attributes
11.22.4 Rossum Text Mining System Revenue and Gross Margin (2020-2025)
11.22.5 Rossum Recent Developments
11.23 SciBite
11.23.1 SciBite Corporation Information
11.23.2 SciBite Business Overview
11.23.3 SciBite Text Mining System Product Features and Attributes
11.23.4 SciBite Text Mining System Revenue and Gross Margin (2020-2025)
11.23.5 SciBite Recent Developments
11.24 KapCode
11.24.1 KapCode Corporation Information
11.24.2 KapCode Business Overview
11.24.3 KapCode Text Mining System Product Features and Attributes
11.24.4 KapCode Text Mining System Revenue and Gross Margin (2020-2025)
11.24.5 KapCode Recent Developments
11.25 Brandwatch
11.25.1 Brandwatch Corporation Information
11.25.2 Brandwatch Business Overview
11.25.3 Brandwatch Text Mining System Product Features and Attributes
11.25.4 Brandwatch Text Mining System Revenue and Gross Margin (2020-2025)
11.25.5 Brandwatch Recent Developments
11.26 Apache Lucene
11.26.1 Apache Lucene Corporation Information
11.26.2 Apache Lucene Business Overview
11.26.3 Apache Lucene Text Mining System Product Features and Attributes
11.26.4 Apache Lucene Text Mining System Revenue and Gross Margin (2020-2025)
11.26.5 Apache Lucene Recent Developments
11.27 Derlte
11.27.1 Derlte Corporation Information
11.27.2 Derlte Business Overview
11.27.3 Derlte Text Mining System Product Features and Attributes
11.27.4 Derlte Text Mining System Revenue and Gross Margin (2020-2025)
11.27.5 Derlte Recent Developments
12 Text Mining SystemIndustry Chain Analysis
12.1 Text Mining System Industry Chain
12.2 Upstream Analysis
12.2.1 Upstream Key Suppliers
12.3 Middlestream Analysis
12.4 Downstream Sales Model and Distribution Networks
12.4.1 Sales Channels
12.4.2 Distributors
13 Text Mining System Market Dynamics
13.1 Industry Trends and Evolution
13.2 Market Growth Drivers and Emerging Opportunities
13.3 Market Challenges, Risks, and Restraints
14 Key Findings in the Global Text Mining System Study
15 Appendix
15.1 Research Methodology
15.1.1 Methodology/Research Approach
15.1.1.1 Research Programs/Design
15.1.1.2 Market Size Estimation
15.1.1.3 Market Breakdown and Data Triangulation
15.1.2 Data Source
15.1.2.1 Secondary Sources
15.1.2.2 Primary Sources
15.2 Author Details
List of Tables
 Table 1. Global Text Mining System Market Size Growth Rate by Type, 2020 VS 2024 VS 2031 (US$ Million)
 Table 2. Global Text Mining System Market Size Growth Rate by Application, 2020 VS 2024 VS 2031 (US$ Million)
 Table 3. Global Text Mining System Revenue Grow Rate (CAGR) by Region: 2020 VS 2024 VS 2031 (US$ Million)
 Table 4. Global Text Mining System Revenue by Region (2020-2025) & (US$ Million)
 Table 5. Global Text Mining System Revenue by Region (2026-2031) & (US$ Million)
 Table 6. Emerging Market Revenue Grow Rate (CAGR) by Country (2020 VS 2024 VS 2031) (US$ Million)
 Table 7. Global Text Mining System Revenue by Players (2020-2025) & (US$ Million)
 Table 8. Global Text Mining System Revenue Market Share by Players (2020-2025)
 Table 9. Global Key Players’Ranking Shift (2023 vs. 2024) (Based on Revenue)
 Table 10. Global Text Mining System by Player Tier (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Text Mining System as of 2024)
 Table 11. Global Text Mining System Average Gross Margin (%) by Player (2020 VS 2024)
 Table 12. Global Text Mining System Companies Headquarters
 Table 13. Global Text Mining System Market Concentration Ratio (CR5 and HHI)
 Table 14. Key Market Entrant/Exit (2020-2024) – Drivers & Impact Analysis
 Table 15. Key Mergers & Acquisitions, Expansion Plans, R&D Investment
 Table 16. Global Text Mining System Revenue by Type (2020-2025) & (US$ Million)
 Table 17. Global Text Mining System Revenue by Type (2026-2031) & (US$ Million)
 Table 18. Key Product Attributes and Differentiation
 Table 19. Global Text Mining System Revenue by Application (2020-2025) & (US$ Million)
 Table 20. Global Text Mining System Revenue by Application (2026-2031) & (US$ Million)
 Table 21. Text Mining System High-Growth Sectors Demand CAGR (2024-2031)
 Table 22. Top Customers by Region
 Table 23. Top Customers by Application
 Table 24. North America Text Mining System Growth Accelerators and Market Barriers
 Table 25. North America Text Mining System Revenue Grow Rate (CAGR) by Country (2020 VS 2024 VS 2031) (US$ Million)
 Table 26. Europe Text Mining System Growth Accelerators and Market Barriers
 Table 27. Europe Text Mining System Revenue Grow Rate (CAGR) by Country: 2020 VS 2024 VS 2031 (US$ Million)
 Table 28. Asia-Pacific Text Mining System Growth Accelerators and Market Barriers
 Table 29. Asia-Pacific Text Mining System Revenue Grow Rate (CAGR) by Region: 2020 VS 2024 VS 2031 (US$ Million)
 Table 30. Central and South America Text Mining System Investment Opportunities and Key Challenges
 Table 31. Central and South America Text Mining System Revenue Grow Rate (CAGR) by Country (2020 VS 2024 VS 2031) (US$ Million)
 Table 32. Middle East and Africa Text Mining System Investment Opportunities and Key Challenges
 Table 33. Middle East and Africa Text Mining System Revenue Grow Rate (CAGR) by Country (2020 VS 2024 VS 2031) (US$ Million)
 Table 34. IBM Corporation Information
 Table 35. IBM Description and Major Businesses
 Table 36. IBM Product Features and Attributes
 Table 37. IBM Revenue (US$ Million) and Gross Margin (2020-2025)
 Table 38. IBM Revenue Proportion by Product in 2024
 Table 39. IBM Revenue Proportion by Application in 2024
 Table 40. IBM Revenue Proportion by Geographic Area in 2024
 Table 41. IBM Text Mining System SWOT Analysis
 Table 42. IBM Recent Developments
 Table 43. Microsoft Corporation Information
 Table 44. Microsoft Description and Major Businesses
 Table 45. Microsoft Product Features and Attributes
 Table 46. Microsoft Revenue (US$ Million) and Gross Margin (2020-2025)
 Table 47. Microsoft Revenue Proportion by Product in 2024
 Table 48. Microsoft Revenue Proportion by Application in 2024
 Table 49. Microsoft Revenue Proportion by Geographic Area in 2024
 Table 50. Microsoft Text Mining System SWOT Analysis
 Table 51. Microsoft Recent Developments
 Table 52. SAS Corporation Information
 Table 53. SAS Description and Major Businesses
 Table 54. SAS Product Features and Attributes
 Table 55. SAS Revenue (US$ Million) and Gross Margin (2020-2025)
 Table 56. SAS Revenue Proportion by Product in 2024
 Table 57. SAS Revenue Proportion by Application in 2024
 Table 58. SAS Revenue Proportion by Geographic Area in 2024
 Table 59. SAS Text Mining System SWOT Analysis
 Table 60. SAS Recent Developments
 Table 61. Google Corporation Information
 Table 62. Google Description and Major Businesses
 Table 63. Google Product Features and Attributes
 Table 64. Google Revenue (US$ Million) and Gross Margin (2020-2025)
 Table 65. Google Revenue Proportion by Product in 2024
 Table 66. Google Revenue Proportion by Application in 2024
 Table 67. Google Revenue Proportion by Geographic Area in 2024
 Table 68. Google Text Mining System SWOT Analysis
 Table 69. Google Recent Developments
 Table 70. Amazon Corporation Information
 Table 71. Amazon Description and Major Businesses
 Table 72. Amazon Product Features and Attributes
 Table 73. Amazon Revenue (US$ Million) and Gross Margin (2020-2025)
 Table 74. Amazon Revenue Proportion by Product in 2024
 Table 75. Amazon Revenue Proportion by Application in 2024
 Table 76. Amazon Revenue Proportion by Geographic Area in 2024
 Table 77. Amazon Text Mining System SWOT Analysis
 Table 78. Amazon Recent Developments
 Table 79. Oracle Corporation Information
 Table 80. Oracle Description and Major Businesses
 Table 81. Oracle Product Features and Attributes
 Table 82. Oracle Revenue (US$ Million) and Gross Margin (2020-2025)
 Table 83. Oracle Recent Developments
 Table 84. SAP Corporation Information
 Table 85. SAP Description and Major Businesses
 Table 86. SAP Product Features and Attributes
 Table 87. SAP Revenue (US$ Million) and Gross Margin (2020-2025)
 Table 88. SAP Recent Developments
 Table 89. Lexalytics Corporation Information
 Table 90. Lexalytics Description and Major Businesses
 Table 91. Lexalytics Product Features and Attributes
 Table 92. Lexalytics Revenue (US$ Million) and Gross Margin (2020-2025)
 Table 93. Lexalytics Recent Developments
 Table 94. Altair Engineering Corporation Information
 Table 95. Altair Engineering Description and Major Businesses
 Table 96. Altair Engineering Product Features and Attributes
 Table 97. Altair Engineering Revenue (US$ Million) and Gross Margin (2020-2025)
 Table 98. Altair Engineering Recent Developments
 Table 99. Knime Corporation Information
 Table 100. Knime Description and Major Businesses
 Table 101. Knime Product Features and Attributes
 Table 102. Knime Revenue (US$ Million) and Gross Margin (2020-2025)
 Table 103. Knime Recent Developments
 Table 104. Aylien Corporation Information
 Table 105. Aylien Description and Major Businesses
 Table 106. Aylien Product Features and Attributes
 Table 107. Aylien Revenue (US$ Million) and Gross Margin (2020-2025)
 Table 108. Aylien Recent Developments
 Table 109. MonkeyLearn Corporation Information
 Table 110. MonkeyLearn Description and Major Businesses
 Table 111. MonkeyLearn Product Features and Attributes
 Table 112. MonkeyLearn Revenue (US$ Million) and Gross Margin (2020-2025)
 Table 113. MonkeyLearn Recent Developments
 Table 114. Basis Technology Corporation Information
 Table 115. Basis Technology Description and Major Businesses
 Table 116. Basis Technology Product Features and Attributes
 Table 117. Basis Technology Revenue (US$ Million) and Gross Margin (2020-2025)
 Table 118. Basis Technology Recent Developments
 Table 119. Linguamatics Corporation Information
 Table 120. Linguamatics Description and Major Businesses
 Table 121. Linguamatics Product Features and Attributes
 Table 122. Linguamatics Revenue (US$ Million) and Gross Margin (2020-2025)
 Table 123. Linguamatics Recent Developments
 Table 124. Shenzhen Tianyuan DIC Information Technology Corporation Information
 Table 125. Shenzhen Tianyuan DIC Information Technology Description and Major Businesses
 Table 126. Shenzhen Tianyuan DIC Information Technology Product Features and Attributes
 Table 127. Shenzhen Tianyuan DIC Information Technology Revenue (US$ Million) and Gross Margin (2020-2025)
 Table 128. Shenzhen Tianyuan DIC Information Technology Recent Developments
 Table 129. Qualtrics Corporation Information
 Table 130. Qualtrics Description and Major Businesses
 Table 131. Qualtrics Product Features and Attributes
 Table 132. Qualtrics Revenue (US$ Million) and Gross Margin (2020-2025)
 Table 133. Qualtrics Recent Developments
 Table 134. Mozenda Corporation Information
 Table 135. Mozenda Description and Major Businesses
 Table 136. Mozenda Product Features and Attributes
 Table 137. Mozenda Revenue (US$ Million) and Gross Margin (2020-2025)
 Table 138. Mozenda Recent Developments
 Table 139. Semantic Web Company Corporation Information
 Table 140. Semantic Web Company Description and Major Businesses
 Table 141. Semantic Web Company Product Features and Attributes
 Table 142. Semantic Web Company Revenue (US$ Million) and Gross Margin (2020-2025)
 Table 143. Semantic Web Company Recent Developments
 Table 144. BenchSci Corporation Information
 Table 145. BenchSci Description and Major Businesses
 Table 146. BenchSci Product Features and Attributes
 Table 147. BenchSci Revenue (US$ Million) and Gross Margin (2020-2025)
 Table 148. BenchSci Recent Developments
 Table 149. Algolia Corporation Information
 Table 150. Algolia Description and Major Businesses
 Table 151. Algolia Product Features and Attributes
 Table 152. Algolia Revenue (US$ Million) and Gross Margin (2020-2025)
 Table 153. Algolia Recent Developments
 Table 154. SPOTTER Corporation Information
 Table 155. SPOTTER Description and Major Businesses
 Table 156. SPOTTER Product Features and Attributes
 Table 157. SPOTTER Revenue (US$ Million) and Gross Margin (2020-2025)
 Table 158. SPOTTER Recent Developments
 Table 159. Rossum Corporation Information
 Table 160. Rossum Description and Major Businesses
 Table 161. Rossum Product Features and Attributes
 Table 162. Rossum Revenue (US$ Million) and Gross Margin (2020-2025)
 Table 163. Rossum Recent Developments
 Table 164. SciBite Corporation Information
 Table 165. SciBite Description and Major Businesses
 Table 166. SciBite Product Features and Attributes
 Table 167. SciBite Revenue (US$ Million) and Gross Margin (2020-2025)
 Table 168. SciBite Recent Developments
 Table 169. KapCode Corporation Information
 Table 170. KapCode Description and Major Businesses
 Table 171. KapCode Product Features and Attributes
 Table 172. KapCode Revenue (US$ Million) and Gross Margin (2020-2025)
 Table 173. KapCode Recent Developments
 Table 174. Brandwatch Corporation Information
 Table 175. Brandwatch Description and Major Businesses
 Table 176. Brandwatch Product Features and Attributes
 Table 177. Brandwatch Revenue (US$ Million) and Gross Margin (2020-2025)
 Table 178. Brandwatch Recent Developments
 Table 179. Apache Lucene Corporation Information
 Table 180. Apache Lucene Description and Major Businesses
 Table 181. Apache Lucene Product Features and Attributes
 Table 182. Apache Lucene Revenue (US$ Million) and Gross Margin (2020-2025)
 Table 183. Apache Lucene Recent Developments
 Table 184. Derlte Corporation Information
 Table 185. Derlte Description and Major Businesses
 Table 186. Derlte Product Features and Attributes
 Table 187. Derlte Revenue (US$ Million) and Gross Margin (2020-2025)
 Table 188. Derlte Recent Developments
 Table 189. Raw Materials Key Suppliers
 Table 190. Distributors List
 Table 191. Market Trends and Market Evolution
 Table 192. Market Drivers and Opportunities
 Table 193. Market Challenges, Risks, and Restraints
 Table 194. Research Programs/Design for This Report
 Table 195. Key Data Information from Secondary Sources
 Table 196. Key Data Information from Primary Sources


List of Figures
 Figure 1. Text Mining System Product Picture
 Figure 2. Global Text Mining System Market Size Growth Rate by Type, 2020 VS 2024 VS 2031 (US$ Million)
 Figure 3. Text Classification Tool Product Picture
 Figure 4. Text Clustering Tool Product Picture
 Figure 5. Named Entity Recognition Tool Product Picture
 Figure 6. Keyword Extraction Tool Product Picture
 Figure 7. Sentiment Analysis Tools Product Picture
 Figure 8. Topic Modeling Tools Product Picture
 Figure 9. Text Generation Tools Product Picture
 Figure 10. Text Analysis Platform Product Picture
 Figure 11. Global Text Mining System Market Size Growth Rate by Application, 2020 VS 2024 VS 2031 (US$ Million)
 Figure 12. Intelligence Analysis
 Figure 13. Public Opinion Monitoring
 Figure 14. Financial Sector
 Figure 15. Medical Insurance
 Figure 16. Marketing
 Figure 17. Education Industry
 Figure 18. Human Resource Management
 Figure 19. Text Mining System Report Years Considered
 Figure 20. Global Text Mining System Revenue, (US$ Million), 2020 VS 2024 VS 2031
 Figure 21. Global Text Mining System Revenue (2020-2031) & (US$ Million)
 Figure 22. Global Text Mining System Revenue (CAGR) by Region: 2020 VS 2024 VS 2031 (US$ Million)
 Figure 23. Global Text Mining System Revenue Market Share by Region (2020-2031)
 Figure 24. Global Text Mining System Revenue Market Share Ranking (2024)
 Figure 25. Tier Distribution by Revenue Contribution (2020 VS 2024)
 Figure 26. Text Classification Tool Revenue Market Share by Player in 2024
 Figure 27. Text Clustering Tool Revenue Market Share by Player in 2024
 Figure 28. Named Entity Recognition Tool Revenue Market Share by Player in 2024
 Figure 29. Keyword Extraction Tool Revenue Market Share by Player in 2024
 Figure 30. Sentiment Analysis Tools Revenue Market Share by Player in 2024
 Figure 31. Topic Modeling Tools Revenue Market Share by Player in 2024
 Figure 32. Text Generation Tools Revenue Market Share by Player in 2024
 Figure 33. Text Analysis Platform Revenue Market Share by Player in 2024
 Figure 34. Global Text Mining System Revenue Market Share by Type (2020-2031)
 Figure 35. Global Text Mining System Revenue Market Share by Application (2020-2031)
 Figure 36. North America Text Mining System Revenue YoY (2020-2031) & (US$ Million)
 Figure 37. North America Top 5 Players Text Mining System Revenue (US$ Million) in 2024
 Figure 38. North America Text Mining System Revenue (US$ Million) by Type (2020 - 2031)
 Figure 39. North America Text Mining System Revenue (US$ Million) by Application (2020-2031)
 Figure 40. US Text Mining System Revenue (2020-2031) & (US$ Million)
 Figure 41. Canada Text Mining System Revenue (2020-2031) & (US$ Million)
 Figure 42. Mexico Text Mining System Revenue (2020-2031) & (US$ Million)
 Figure 43. Europe Text Mining System Revenue YoY (2020-2031) & (US$ Million)
 Figure 44. Europe Top 5 Players Text Mining System Revenue (US$ Million) in 2024
 Figure 45. Europe Text Mining System Revenue (US$ Million) by Type (2020-2031)
 Figure 46. Europe Text Mining System Revenue (US$ Million) by Application (2020-2031)
 Figure 47. Germany Text Mining System Revenue (2020-2031) & (US$ Million)
 Figure 48. France Text Mining System Revenue (2020-2031) & (US$ Million)
 Figure 49. U.K. Text Mining System Revenue (2020-2031) & (US$ Million)
 Figure 50. Italy Text Mining System Revenue (2020-2031) & (US$ Million)
 Figure 51. Russia Text Mining System Revenue (2020-2031) & (US$ Million)
 Figure 52. Asia-Pacific Text Mining System Revenue YoY (2020-2031) & (US$ Million)
 Figure 53. Asia-Pacific Top 8 Players Text Mining System Revenue (US$ Million) in 2024
 Figure 54. Asia-Pacific Text Mining System Revenue (US$ Million) by Type (2020-2031)
 Figure 55. Asia-Pacific Text Mining System Revenue (US$ Million) by Application (2020-2031)
 Figure 56. Indonesia Text Mining System Revenue (2020-2031) & (US$ Million)
 Figure 57. Japan Text Mining System Revenue (2020-2031) & (US$ Million)
 Figure 58. South Korea Text Mining System Revenue (2020-2031) & (US$ Million)
 Figure 59. Australia Text Mining System Revenue (2020-2031) & (US$ Million)
 Figure 60. India Text Mining System Revenue (2020-2031) & (US$ Million)
 Figure 61. Indonesia Text Mining System Revenue (2020-2031) & (US$ Million)
 Figure 62. Vietnam Text Mining System Revenue (2020-2031) & (US$ Million)
 Figure 63. Malaysia Text Mining System Revenue (2020-2031) & (US$ Million)
 Figure 64. Philippines Text Mining System Revenue (2020-2031) & (US$ Million)
 Figure 65. Singapore Text Mining System Revenue (2020-2031) & (US$ Million)
 Figure 66. Central and South America Text Mining System Revenue YoY (2020-2031) & (US$ Million)
 Figure 67. Central and South America Top 5 Players Text Mining System Revenue (US$ Million) in 2024
 Figure 68. Central and South America Text Mining System Revenue (US$ Million) by Type (2020-2031)
 Figure 69. Central and South America Text Mining System Revenue (US$ Million) by Application (2020-2031)
 Figure 70. Brazil Text Mining System Revenue (2020-2025) & (US$ Million)
 Figure 71. Argentina Text Mining System Revenue (2020-2025) & (US$ Million)
 Figure 72. Middle East and Africa Text Mining System Revenue YoY (2020-2031) & (US$ Million)
 Figure 73. Middle East and Africa Top 5 Players Text Mining System Revenue (US$ Million) in 2024
 Figure 74. South America Text Mining System Revenue (US$ Million) by Type (2020-2031)
 Figure 75. Middle East and Africa Text Mining System Revenue (US$ Million) by Application (2020-2031)
 Figure 76. GCC Countries Text Mining System Revenue (2020-2025) & (US$ Million)
 Figure 77. Israel Text Mining System Revenue (2020-2025) & (US$ Million)
 Figure 78. Egypt Text Mining System Revenue (2020-2025) & (US$ Million)
 Figure 79. South Africa Text Mining System Revenue (2020-2025) & (US$ Million)
 Figure 80. Text Mining System Industry Chain Mapping
 Figure 81. Channels of Distribution (Direct Vs Distribution)
 Figure 82. Bottom-up and Top-down Approaches for This Report
 Figure 83. Data Triangulation
 Figure 84. Key Executives Interviewed
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