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Global Text and Data Mining (TDM) Market Research Report 2025
Published Date: September 2025
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Report Code: QYRE-Auto-20M16851
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Global Text and Data Mining TDM Market Research Report 2024
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Global Text and Data Mining (TDM) Market Research Report 2025

Code: QYRE-Auto-20M16851
Report
September 2025
Pages:90
QYResearch
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DESCRIPTION
TABLE OF CONTENT
TABLES & FIGURES

Text and Data Mining (TDM) Market

The global market for Text and Data Mining (TDM) was valued at US$ million in the year 2024 and is projected to reach a revised size of US$ million by 2031, growing at a CAGR of %during the forecast period.
North American market for Text and Data Mining (TDM) is estimated to increase from $ million in 2024 to reach $ million by 2031, at a CAGR of % during the forecast period of 2025 through 2031.
Asia-Pacific market for Text and Data Mining (TDM) is estimated to increase from $ million in 2024 to reach $ million by 2031, at a CAGR of % during the forecast period of 2025 through 2031.
The global market for Text and Data Mining (TDM) in Sales and Marketing is estimated to increase from $ million in 2024 to $ million by 2031, at a CAGR of % during the forecast period of 2025 through 2031.
The major global companies of Text and Data Mining (TDM) include IBM, Qlik, SAS Institute, SAP, Oracle, Tibco, Apache Mahout, MonkeyLearn, Snowplow, AWS, etc. In 2024, the world's top three vendors accounted for approximately % of the revenue.
This report aims to provide a comprehensive presentation of the global market for Text and Data Mining (TDM), with both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding Text and Data Mining (TDM).
The Text and Data Mining (TDM) market size, estimations, and forecasts are provided in terms of and revenue ($ millions), considering 2024 as the base year, with history and forecast data for the period from 2020 to 2031. This report segments the global Text and Data Mining (TDM) market comprehensively. Regional market sizes, concerning products by Type, by Application, and by players, are also provided.
For a more in-depth understanding of the market, the report provides profiles of the competitive landscape, key competitors, and their respective market ranks. The report also discusses technological trends and new product developments.
The report will help the Text and Data Mining (TDM) companies, new entrants, and industry chain related companies in this market with information on the revenues for the overall market and the sub-segments across the different segments, by company, by Type, by Application, and by regions.
Market Segmentation

Scope of Text and Data Mining (TDM) Market Report

Report Metric Details
Report Name Text and Data Mining (TDM) Market
Segment by Type
  • Cloud-based
  • On-premises
Segment by Application
  • Sales and Marketing
  • Education
  • Operational Optimization
  • Fraud Detection
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, Qlik, SAS Institute, SAP, Oracle, Tibco, Apache Mahout, MonkeyLearn, Snowplow, AWS, Dundas BI, Teradata
Forecast units USD million in value
Report coverage Revenue and volume forecast, company share, competitive landscape, growth factors and trends

Chapter Outline

  • Chapter 1: Introduces the report scope of the report, executive summary of different market segments (by Type, by Application, etc), including the market size of each market segment, future development potential, and so on. It offers a high-level view of the current state of the market and its likely evolution in the short to mid-term, and long term.
  • Chapter 2: Introduces executive summary of global market size, regional market size, this section also introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by companies in the industry, and the analysis of relevant policies in the industry.
  • Chapter 3: Detailed analysis of Text and Data Mining (TDM) company competitive landscape, revenue market share, latest development plan, merger, and acquisition information, etc.
  • Chapter 4: Provides the analysis of various market segments by Type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.
  • Chapter 5: Provides the analysis of various market segments by Application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
  • Chapter 6, 7, 8, 9, 10: North America, Europe, Asia Pacific, Latin America, Middle East and Africa segment by country. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space, and capacity of each country in the world.
  • Chapter 11: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product sales, revenue, price, gross margin, product introduction, recent development, etc.
  • Chapter 12: The main points and conclusions of the report.

FAQ for this report

Who are the main players in the Text and Data Mining (TDM) Market report?

Ans: The main players in the Text and Data Mining (TDM) Market are IBM, Qlik, SAS Institute, SAP, Oracle, Tibco, Apache Mahout, MonkeyLearn, Snowplow, AWS, Dundas BI, Teradata

What are the Application segmentation covered in the Text and Data Mining (TDM) Market report?

Ans: The Applications covered in the Text and Data Mining (TDM) Market report are Sales and Marketing, Education, Operational Optimization, Fraud Detection

What are the Type segmentation covered in the Text and Data Mining (TDM) Market report?

Ans: The Types covered in the Text and Data Mining (TDM) Market report are Cloud-based, On-premises

1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global Text and Data Mining (TDM) Market Size Growth Rate by Type: 2020 VS 2024 VS 2031
1.2.2 Cloud-based
1.2.3 On-premises
1.3 Market by Application
1.3.1 Global Text and Data Mining (TDM) Market Growth by Application: 2020 VS 2024 VS 2031
1.3.2 Sales and Marketing
1.3.3 Education
1.3.4 Operational Optimization
1.3.5 Fraud Detection
1.4 Assumptions and Limitations
1.5 Study Objectives
1.6 Years Considered
2 Global Growth Trends
2.1 Global Text and Data Mining (TDM) Market Perspective (2020-2031)
2.2 Global Text and Data Mining (TDM) Growth Trends by Region
2.2.1 Global Text and Data Mining (TDM) Market Size by Region: 2020 VS 2024 VS 2031
2.2.2 Text and Data Mining (TDM) Historic Market Size by Region (2020-2025)
2.2.3 Text and Data Mining (TDM) Forecasted Market Size by Region (2026-2031)
2.3 Text and Data Mining (TDM) Market Dynamics
2.3.1 Text and Data Mining (TDM) Industry Trends
2.3.2 Text and Data Mining (TDM) Market Drivers
2.3.3 Text and Data Mining (TDM) Market Challenges
2.3.4 Text and Data Mining (TDM) Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top Text and Data Mining (TDM) Players by Revenue
3.1.1 Global Top Text and Data Mining (TDM) Players by Revenue (2020-2025)
3.1.2 Global Text and Data Mining (TDM) Revenue Market Share by Players (2020-2025)
3.2 Global Text and Data Mining (TDM) Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Global Key Players Ranking by Text and Data Mining (TDM) Revenue
3.4 Global Text and Data Mining (TDM) Market Concentration Ratio
3.4.1 Global Text and Data Mining (TDM) Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by Text and Data Mining (TDM) Revenue in 2024
3.5 Global Key Players of Text and Data Mining (TDM) Head office and Area Served
3.6 Global Key Players of Text and Data Mining (TDM), Product and Application
3.7 Global Key Players of Text and Data Mining (TDM), Date of Enter into This Industry
3.8 Mergers & Acquisitions, Expansion Plans
4 Text and Data Mining (TDM) Breakdown Data by Type
4.1 Global Text and Data Mining (TDM) Historic Market Size by Type (2020-2025)
4.2 Global Text and Data Mining (TDM) Forecasted Market Size by Type (2026-2031)
5 Text and Data Mining (TDM) Breakdown Data by Application
5.1 Global Text and Data Mining (TDM) Historic Market Size by Application (2020-2025)
5.2 Global Text and Data Mining (TDM) Forecasted Market Size by Application (2026-2031)
6 North America
6.1 North America Text and Data Mining (TDM) Market Size (2020-2031)
6.2 North America Text and Data Mining (TDM) Market Growth Rate by Country: 2020 VS 2024 VS 2031
6.3 North America Text and Data Mining (TDM) Market Size by Country (2020-2025)
6.4 North America Text and Data Mining (TDM) Market Size by Country (2026-2031)
6.5 United States
6.6 Canada
7 Europe
7.1 Europe Text and Data Mining (TDM) Market Size (2020-2031)
7.2 Europe Text and Data Mining (TDM) Market Growth Rate by Country: 2020 VS 2024 VS 2031
7.3 Europe Text and Data Mining (TDM) Market Size by Country (2020-2025)
7.4 Europe Text and Data Mining (TDM) Market Size by Country (2026-2031)
7.5 Germany
7.6 France
7.7 U.K.
7.8 Italy
7.9 Russia
7.10 Nordic Countries
8 Asia-Pacific
8.1 Asia-Pacific Text and Data Mining (TDM) Market Size (2020-2031)
8.2 Asia-Pacific Text and Data Mining (TDM) Market Growth Rate by Region: 2020 VS 2024 VS 2031
8.3 Asia-Pacific Text and Data Mining (TDM) Market Size by Region (2020-2025)
8.4 Asia-Pacific Text and Data Mining (TDM) Market Size by Region (2026-2031)
8.5 China
8.6 Japan
8.7 South Korea
8.8 Southeast Asia
8.9 India
8.10 Australia
9 Latin America
9.1 Latin America Text and Data Mining (TDM) Market Size (2020-2031)
9.2 Latin America Text and Data Mining (TDM) Market Growth Rate by Country: 2020 VS 2024 VS 2031
9.3 Latin America Text and Data Mining (TDM) Market Size by Country (2020-2025)
9.4 Latin America Text and Data Mining (TDM) Market Size by Country (2026-2031)
9.5 Mexico
9.6 Brazil
10 Middle East & Africa
10.1 Middle East & Africa Text and Data Mining (TDM) Market Size (2020-2031)
10.2 Middle East & Africa Text and Data Mining (TDM) Market Growth Rate by Country: 2020 VS 2024 VS 2031
10.3 Middle East & Africa Text and Data Mining (TDM) Market Size by Country (2020-2025)
10.4 Middle East & Africa Text and Data Mining (TDM) Market Size by Country (2026-2031)
10.5 Turkey
10.6 Saudi Arabia
10.7 UAE
11 Key Players Profiles
11.1 IBM
11.1.1 IBM Company Details
11.1.2 IBM Business Overview
11.1.3 IBM Text and Data Mining (TDM) Introduction
11.1.4 IBM Revenue in Text and Data Mining (TDM) Business (2020-2025)
11.1.5 IBM Recent Development
11.2 Qlik
11.2.1 Qlik Company Details
11.2.2 Qlik Business Overview
11.2.3 Qlik Text and Data Mining (TDM) Introduction
11.2.4 Qlik Revenue in Text and Data Mining (TDM) Business (2020-2025)
11.2.5 Qlik Recent Development
11.3 SAS Institute
11.3.1 SAS Institute Company Details
11.3.2 SAS Institute Business Overview
11.3.3 SAS Institute Text and Data Mining (TDM) Introduction
11.3.4 SAS Institute Revenue in Text and Data Mining (TDM) Business (2020-2025)
11.3.5 SAS Institute Recent Development
11.4 SAP
11.4.1 SAP Company Details
11.4.2 SAP Business Overview
11.4.3 SAP Text and Data Mining (TDM) Introduction
11.4.4 SAP Revenue in Text and Data Mining (TDM) Business (2020-2025)
11.4.5 SAP Recent Development
11.5 Oracle
11.5.1 Oracle Company Details
11.5.2 Oracle Business Overview
11.5.3 Oracle Text and Data Mining (TDM) Introduction
11.5.4 Oracle Revenue in Text and Data Mining (TDM) Business (2020-2025)
11.5.5 Oracle Recent Development
11.6 Tibco
11.6.1 Tibco Company Details
11.6.2 Tibco Business Overview
11.6.3 Tibco Text and Data Mining (TDM) Introduction
11.6.4 Tibco Revenue in Text and Data Mining (TDM) Business (2020-2025)
11.6.5 Tibco Recent Development
11.7 Apache Mahout
11.7.1 Apache Mahout Company Details
11.7.2 Apache Mahout Business Overview
11.7.3 Apache Mahout Text and Data Mining (TDM) Introduction
11.7.4 Apache Mahout Revenue in Text and Data Mining (TDM) Business (2020-2025)
11.7.5 Apache Mahout Recent Development
11.8 MonkeyLearn
11.8.1 MonkeyLearn Company Details
11.8.2 MonkeyLearn Business Overview
11.8.3 MonkeyLearn Text and Data Mining (TDM) Introduction
11.8.4 MonkeyLearn Revenue in Text and Data Mining (TDM) Business (2020-2025)
11.8.5 MonkeyLearn Recent Development
11.9 Snowplow
11.9.1 Snowplow Company Details
11.9.2 Snowplow Business Overview
11.9.3 Snowplow Text and Data Mining (TDM) Introduction
11.9.4 Snowplow Revenue in Text and Data Mining (TDM) Business (2020-2025)
11.9.5 Snowplow Recent Development
11.10 AWS
11.10.1 AWS Company Details
11.10.2 AWS Business Overview
11.10.3 AWS Text and Data Mining (TDM) Introduction
11.10.4 AWS Revenue in Text and Data Mining (TDM) Business (2020-2025)
11.10.5 AWS Recent Development
11.11 Dundas BI
11.11.1 Dundas BI Company Details
11.11.2 Dundas BI Business Overview
11.11.3 Dundas BI Text and Data Mining (TDM) Introduction
11.11.4 Dundas BI Revenue in Text and Data Mining (TDM) Business (2020-2025)
11.11.5 Dundas BI Recent Development
11.12 Teradata
11.12.1 Teradata Company Details
11.12.2 Teradata Business Overview
11.12.3 Teradata Text and Data Mining (TDM) Introduction
11.12.4 Teradata Revenue in Text and Data Mining (TDM) Business (2020-2025)
11.12.5 Teradata Recent Development
12 Analyst's Viewpoints/Conclusions
13 Appendix
13.1 Research Methodology
13.1.1 Methodology/Research Approach
13.1.1.1 Research Programs/Design
13.1.1.2 Market Size Estimation
13.1.1.3 Market Breakdown and Data Triangulation
13.1.2 Data Source
13.1.2.1 Secondary Sources
13.1.2.2 Primary Sources
13.2 Author Details
13.3 Disclaimer
List of Tables
 Table 1. Global Text and Data Mining (TDM) Market Size Growth Rate by Type (US$ Million): 2020 VS 2024 VS 2031
 Table 2. Key Players of Cloud-based
 Table 3. Key Players of On-premises
 Table 4. Global Text and Data Mining (TDM) Market Size Growth by Application (US$ Million): 2020 VS 2024 VS 2031
 Table 5. Global Text and Data Mining (TDM) Market Size by Region (US$ Million): 2020 VS 2024 VS 2031
 Table 6. Global Text and Data Mining (TDM) Market Size by Region (2020-2025) & (US$ Million)
 Table 7. Global Text and Data Mining (TDM) Market Share by Region (2020-2025)
 Table 8. Global Text and Data Mining (TDM) Forecasted Market Size by Region (2026-2031) & (US$ Million)
 Table 9. Global Text and Data Mining (TDM) Market Share by Region (2026-2031)
 Table 10. Text and Data Mining (TDM) Market Trends
 Table 11. Text and Data Mining (TDM) Market Drivers
 Table 12. Text and Data Mining (TDM) Market Challenges
 Table 13. Text and Data Mining (TDM) Market Restraints
 Table 14. Global Text and Data Mining (TDM) Revenue by Players (2020-2025) & (US$ Million)
 Table 15. Global Text and Data Mining (TDM) Market Share by Players (2020-2025)
 Table 16. Global Top Text and Data Mining (TDM) Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Text and Data Mining (TDM) as of 2024)
 Table 17. Ranking of Global Top Text and Data Mining (TDM) Companies by Revenue (US$ Million) in 2024
 Table 18. Global 5 Largest Players Market Share by Text and Data Mining (TDM) Revenue (CR5 and HHI) & (2020-2025)
 Table 19. Global Key Players of Text and Data Mining (TDM), Headquarters and Area Served
 Table 20. Global Key Players of Text and Data Mining (TDM), Product and Application
 Table 21. Global Key Players of Text and Data Mining (TDM), Date of Enter into This Industry
 Table 22. Mergers & Acquisitions, Expansion Plans
 Table 23. Global Text and Data Mining (TDM) Market Size by Type (2020-2025) & (US$ Million)
 Table 24. Global Text and Data Mining (TDM) Revenue Market Share by Type (2020-2025)
 Table 25. Global Text and Data Mining (TDM) Forecasted Market Size by Type (2026-2031) & (US$ Million)
 Table 26. Global Text and Data Mining (TDM) Revenue Market Share by Type (2026-2031)
 Table 27. Global Text and Data Mining (TDM) Market Size by Application (2020-2025) & (US$ Million)
 Table 28. Global Text and Data Mining (TDM) Revenue Market Share by Application (2020-2025)
 Table 29. Global Text and Data Mining (TDM) Forecasted Market Size by Application (2026-2031) & (US$ Million)
 Table 30. Global Text and Data Mining (TDM) Revenue Market Share by Application (2026-2031)
 Table 31. North America Text and Data Mining (TDM) Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
 Table 32. North America Text and Data Mining (TDM) Market Size by Country (2020-2025) & (US$ Million)
 Table 33. North America Text and Data Mining (TDM) Market Size by Country (2026-2031) & (US$ Million)
 Table 34. Europe Text and Data Mining (TDM) Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
 Table 35. Europe Text and Data Mining (TDM) Market Size by Country (2020-2025) & (US$ Million)
 Table 36. Europe Text and Data Mining (TDM) Market Size by Country (2026-2031) & (US$ Million)
 Table 37. Asia-Pacific Text and Data Mining (TDM) Market Size Growth Rate by Region (US$ Million): 2020 VS 2024 VS 2031
 Table 38. Asia-Pacific Text and Data Mining (TDM) Market Size by Region (2020-2025) & (US$ Million)
 Table 39. Asia-Pacific Text and Data Mining (TDM) Market Size by Region (2026-2031) & (US$ Million)
 Table 40. Latin America Text and Data Mining (TDM) Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
 Table 41. Latin America Text and Data Mining (TDM) Market Size by Country (2020-2025) & (US$ Million)
 Table 42. Latin America Text and Data Mining (TDM) Market Size by Country (2026-2031) & (US$ Million)
 Table 43. Middle East & Africa Text and Data Mining (TDM) Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
 Table 44. Middle East & Africa Text and Data Mining (TDM) Market Size by Country (2020-2025) & (US$ Million)
 Table 45. Middle East & Africa Text and Data Mining (TDM) Market Size by Country (2026-2031) & (US$ Million)
 Table 46. IBM Company Details
 Table 47. IBM Business Overview
 Table 48. IBM Text and Data Mining (TDM) Product
 Table 49. IBM Revenue in Text and Data Mining (TDM) Business (2020-2025) & (US$ Million)
 Table 50. IBM Recent Development
 Table 51. Qlik Company Details
 Table 52. Qlik Business Overview
 Table 53. Qlik Text and Data Mining (TDM) Product
 Table 54. Qlik Revenue in Text and Data Mining (TDM) Business (2020-2025) & (US$ Million)
 Table 55. Qlik Recent Development
 Table 56. SAS Institute Company Details
 Table 57. SAS Institute Business Overview
 Table 58. SAS Institute Text and Data Mining (TDM) Product
 Table 59. SAS Institute Revenue in Text and Data Mining (TDM) Business (2020-2025) & (US$ Million)
 Table 60. SAS Institute Recent Development
 Table 61. SAP Company Details
 Table 62. SAP Business Overview
 Table 63. SAP Text and Data Mining (TDM) Product
 Table 64. SAP Revenue in Text and Data Mining (TDM) Business (2020-2025) & (US$ Million)
 Table 65. SAP Recent Development
 Table 66. Oracle Company Details
 Table 67. Oracle Business Overview
 Table 68. Oracle Text and Data Mining (TDM) Product
 Table 69. Oracle Revenue in Text and Data Mining (TDM) Business (2020-2025) & (US$ Million)
 Table 70. Oracle Recent Development
 Table 71. Tibco Company Details
 Table 72. Tibco Business Overview
 Table 73. Tibco Text and Data Mining (TDM) Product
 Table 74. Tibco Revenue in Text and Data Mining (TDM) Business (2020-2025) & (US$ Million)
 Table 75. Tibco Recent Development
 Table 76. Apache Mahout Company Details
 Table 77. Apache Mahout Business Overview
 Table 78. Apache Mahout Text and Data Mining (TDM) Product
 Table 79. Apache Mahout Revenue in Text and Data Mining (TDM) Business (2020-2025) & (US$ Million)
 Table 80. Apache Mahout Recent Development
 Table 81. MonkeyLearn Company Details
 Table 82. MonkeyLearn Business Overview
 Table 83. MonkeyLearn Text and Data Mining (TDM) Product
 Table 84. MonkeyLearn Revenue in Text and Data Mining (TDM) Business (2020-2025) & (US$ Million)
 Table 85. MonkeyLearn Recent Development
 Table 86. Snowplow Company Details
 Table 87. Snowplow Business Overview
 Table 88. Snowplow Text and Data Mining (TDM) Product
 Table 89. Snowplow Revenue in Text and Data Mining (TDM) Business (2020-2025) & (US$ Million)
 Table 90. Snowplow Recent Development
 Table 91. AWS Company Details
 Table 92. AWS Business Overview
 Table 93. AWS Text and Data Mining (TDM) Product
 Table 94. AWS Revenue in Text and Data Mining (TDM) Business (2020-2025) & (US$ Million)
 Table 95. AWS Recent Development
 Table 96. Dundas BI Company Details
 Table 97. Dundas BI Business Overview
 Table 98. Dundas BI Text and Data Mining (TDM) Product
 Table 99. Dundas BI Revenue in Text and Data Mining (TDM) Business (2020-2025) & (US$ Million)
 Table 100. Dundas BI Recent Development
 Table 101. Teradata Company Details
 Table 102. Teradata Business Overview
 Table 103. Teradata Text and Data Mining (TDM) Product
 Table 104. Teradata Revenue in Text and Data Mining (TDM) Business (2020-2025) & (US$ Million)
 Table 105. Teradata Recent Development
 Table 106. Research Programs/Design for This Report
 Table 107. Key Data Information from Secondary Sources
 Table 108. Key Data Information from Primary Sources
 Table 109. Authors List of This Report


List of Figures
 Figure 1. Text and Data Mining (TDM) Picture
 Figure 2. Global Text and Data Mining (TDM) Market Size Comparison by Type (2020-2031) & (US$ Million)
 Figure 3. Global Text and Data Mining (TDM) Market Share by Type: 2024 VS 2031
 Figure 4. Cloud-based Features
 Figure 5. On-premises Features
 Figure 6. Global Text and Data Mining (TDM) Market Size by Application (2020-2031) & (US$ Million)
 Figure 7. Global Text and Data Mining (TDM) Market Share by Application: 2024 VS 2031
 Figure 8. Sales and Marketing Case Studies
 Figure 9. Education Case Studies
 Figure 10. Operational Optimization Case Studies
 Figure 11. Fraud Detection Case Studies
 Figure 12. Text and Data Mining (TDM) Report Years Considered
 Figure 13. Global Text and Data Mining (TDM) Market Size (US$ Million), Year-over-Year: 2020-2031
 Figure 14. Global Text and Data Mining (TDM) Market Size, (US$ Million), 2020 VS 2024 VS 2031
 Figure 15. Global Text and Data Mining (TDM) Market Share by Region: 2024 VS 2031
 Figure 16. Global Text and Data Mining (TDM) Market Share by Players in 2024
 Figure 17. Global Top Text and Data Mining (TDM) Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Text and Data Mining (TDM) as of 2024)
 Figure 18. The Top 10 and 5 Players Market Share by Text and Data Mining (TDM) Revenue in 2024
 Figure 19. North America Text and Data Mining (TDM) Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 20. North America Text and Data Mining (TDM) Market Share by Country (2020-2031)
 Figure 21. United States Text and Data Mining (TDM) Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 22. Canada Text and Data Mining (TDM) Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 23. Europe Text and Data Mining (TDM) Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 24. Europe Text and Data Mining (TDM) Market Share by Country (2020-2031)
 Figure 25. Germany Text and Data Mining (TDM) Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 26. France Text and Data Mining (TDM) Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 27. U.K. Text and Data Mining (TDM) Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 28. Italy Text and Data Mining (TDM) Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 29. Russia Text and Data Mining (TDM) Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 30. Nordic Countries Text and Data Mining (TDM) Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 31. Asia-Pacific Text and Data Mining (TDM) Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 32. Asia-Pacific Text and Data Mining (TDM) Market Share by Region (2020-2031)
 Figure 33. China Text and Data Mining (TDM) Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 34. Japan Text and Data Mining (TDM) Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 35. South Korea Text and Data Mining (TDM) Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 36. Southeast Asia Text and Data Mining (TDM) Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 37. India Text and Data Mining (TDM) Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 38. Australia Text and Data Mining (TDM) Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 39. Latin America Text and Data Mining (TDM) Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 40. Latin America Text and Data Mining (TDM) Market Share by Country (2020-2031)
 Figure 41. Mexico Text and Data Mining (TDM) Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 42. Brazil Text and Data Mining (TDM) Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 43. Middle East & Africa Text and Data Mining (TDM) Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 44. Middle East & Africa Text and Data Mining (TDM) Market Share by Country (2020-2031)
 Figure 45. Turkey Text and Data Mining (TDM) Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 46. Saudi Arabia Text and Data Mining (TDM) Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 47. UAE Text and Data Mining (TDM) Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 48. IBM Revenue Growth Rate in Text and Data Mining (TDM) Business (2020-2025)
 Figure 49. Qlik Revenue Growth Rate in Text and Data Mining (TDM) Business (2020-2025)
 Figure 50. SAS Institute Revenue Growth Rate in Text and Data Mining (TDM) Business (2020-2025)
 Figure 51. SAP Revenue Growth Rate in Text and Data Mining (TDM) Business (2020-2025)
 Figure 52. Oracle Revenue Growth Rate in Text and Data Mining (TDM) Business (2020-2025)
 Figure 53. Tibco Revenue Growth Rate in Text and Data Mining (TDM) Business (2020-2025)
 Figure 54. Apache Mahout Revenue Growth Rate in Text and Data Mining (TDM) Business (2020-2025)
 Figure 55. MonkeyLearn Revenue Growth Rate in Text and Data Mining (TDM) Business (2020-2025)
 Figure 56. Snowplow Revenue Growth Rate in Text and Data Mining (TDM) Business (2020-2025)
 Figure 57. AWS Revenue Growth Rate in Text and Data Mining (TDM) Business (2020-2025)
 Figure 58. Dundas BI Revenue Growth Rate in Text and Data Mining (TDM) Business (2020-2025)
 Figure 59. Teradata Revenue Growth Rate in Text and Data Mining (TDM) Business (2020-2025)
 Figure 60. Bottom-up and Top-down Approaches for This Report
 Figure 61. Data Triangulation
 Figure 62. Key Executives Interviewed
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