1 Report Overview 1.1 Study Scope 1.2 Market Analysis by Type 1.2.1 Global Text Mining Market Size Growth Rate by Type: 2016 VS 2021 VS 2027 1.2.2 On-Premise 1.2.3 Cloud-Based 1.3 Market by Application 1.3.1 Global Text Mining Market Share by Application: 2016 VS 2021 VS 2027 1.3.2 Data Analysis & Forecasting 1.3.3 Fraud/Spam Detection 1.3.4 Intelligence & Law Enforcement 1.3.5 Customer Relationship Management (CRM) 1.4 Study Objectives 1.5 Years Considered 2 Global Growth Trends 2.1 Global Text Mining Market Perspective (2016-2027) 2.2 Text Mining Growth Trends by Regions 2.2.1 Text Mining Market Size by Regions: 2016 VS 2021 VS 2027 2.2.2 Text Mining Historic Market Share by Regions (2016-2021) 2.2.3 Text Mining Forecasted Market Size by Regions (2022-2027) 2.3 Text Mining Industry Dynamic 2.3.1 Text Mining Market Trends 2.3.2 Text Mining Market Drivers 2.3.3 Text Mining Market Challenges 2.3.4 Text Mining Market Restraints 3 Competition Landscape by Key Players 3.1 Global Top Text Mining Players by Revenue 3.1.1 Global Top Text Mining Players by Revenue (2016-2021) 3.1.2 Global Text Mining Revenue Market Share by Players (2016-2021) 3.2 Global Text Mining Market Share by Company Type (Tier 1, Tier 2 and Tier 3) 3.3 Players Covered: Ranking by Text Mining Revenue 3.4 Global Text Mining Market Concentration Ratio 3.4.1 Global Text Mining Market Concentration Ratio (CR5 and HHI) 3.4.2 Global Top 10 and Top 5 Companies by Text Mining Revenue in 2020 3.5 Text Mining Key Players Head office and Area Served 3.6 Key Players Text Mining Product Solution and Service 3.7 Date of Enter into Text Mining Market 3.8 Mergers & Acquisitions, Expansion Plans 4 Text Mining Breakdown Data by Type 4.1 Global Text Mining Historic Market Size by Type (2016-2021) 4.2 Global Text Mining Forecasted Market Size by Type (2022-2027) 5 Text Mining Breakdown Data by Application 5.1 Global Text Mining Historic Market Size by Application (2016-2021) 5.2 Global Text Mining Forecasted Market Size by Application (2022-2027) 6 North America 6.1 North America Text Mining Market Size (2016-2027) 6.2 North America Text Mining Market Size by Type 6.2.1 North America Text Mining Market Size by Type (2016-2021) 6.2.2 North America Text Mining Market Size by Type (2022-2027) 6.2.3 North America Text Mining Market Size by Type (2016-2027) 6.3 North America Text Mining Market Size by Application 6.3.1 North America Text Mining Market Size by Application (2016-2021) 6.3.2 North America Text Mining Market Size by Application (2022-2027) 6.3.3 North America Text Mining Market Size by Application (2016-2027) 6.4 North America Text Mining Market Size by Country 6.4.1 North America Text Mining Market Size by Country (2016-2021) 6.4.2 North America Text Mining Market Size by Country (2022-2027) 6.4.3 United States 6.4.4 Canada 7 Europe 7.1 Europe Text Mining Market Size (2016-2027) 7.2 Europe Text Mining Market Size by Type 7.2.1 Europe Text Mining Market Size by Type (2016-2021) 7.2.2 Europe Text Mining Market Size by Type (2022-2027) 7.2.3 Europe Text Mining Market Size by Type (2016-2027) 7.3 Europe Text Mining Market Size by Application 7.3.1 Europe Text Mining Market Size by Application (2016-2021) 7.3.2 Europe Text Mining Market Size by Application (2022-2027) 7.3.3 Europe Text Mining Market Size by Application (2016-2027) 7.4 Europe Text Mining Market Size by Country 7.4.1 Europe Text Mining Market Size by Country (2016-2021) 7.4.2 Europe Text Mining Market Size by Country (2022-2027) 7.4.3 Germany 7.4.4 France 7.4.5 U.K. 7.4.6 Italy 7.4.7 Russia 7.4.8 Nordic 8 Asia-Pacific 8.1 Asia-Pacific Text Mining Market Size (2016-2027) 8.2 Asia-Pacific Text Mining Market Size by Type 8.2.1 Asia-Pacific Text Mining Market Size by Type (2016-2021) 8.2.2 Asia-Pacific Text Mining Market Size by Type (2022-2027) 8.2.3 Asia-Pacific Text Mining Market Size by Type (2016-2027) 8.3 Asia-Pacific Text Mining Market Size by Application 8.3.1 Asia-Pacific Text Mining Market Size by Application (2016-2021) 8.3.2 Asia-Pacific Text Mining Market Size by Application (2022-2027) 8.3.3 Asia-Pacific Text Mining Market Size by Application (2016-2027) 8.4 Asia-Pacific Text Mining Market Size by Region 8.4.1 Asia-Pacific Text Mining Market Size by Region (2016-2021) 8.4.2 Asia-Pacific Text Mining Market Size by Region (2022-2027) 8.4.3 China 8.4.4 Japan 8.4.5 South Korea 8.4.6 Southeast Asia 8.4.7 India 8.4.8 Australia 9 Latin America 9.1 Latin America Text Mining Market Size (2016-2027) 9.2 Latin America Text Mining Market Size by Type 9.2.1 Latin America Text Mining Market Size by Type (2016-2021) 9.2.2 Latin America Text Mining Market Size by Type (2022-2027) 9.2.3 Latin America Text Mining Market Size by Type (2016-2027) 9.3 Latin America Text Mining Market Size by Application 9.3.1 Latin America Text Mining Market Size by Application (2016-2021) 9.3.2 Latin America Text Mining Market Size by Application (2022-2027) 9.3.3 Latin America Text Mining Market Size by Application (2016-2027) 9.4 Latin America Text Mining Market Size by Country 9.4.1 Latin America Text Mining Market Size by Country (2016-2021) 9.4.2 Latin America Text Mining Market Size by Country (2022-2027) 9.4.3 Mexico 9.4.4 Brazil 10 Middle East & Africa 10.1 Middle East & Africa Text Mining Market Size (2016-2027) 10.2 Middle East & Africa Text Mining Market Size by Type 10.2.1 Middle East & Africa Text Mining Market Size by Type (2016-2021) 10.2.2 Middle East & Africa Text Mining Market Size by Type (2022-2027) 10.2.3 Middle East & Africa Text Mining Market Size by Type (2016-2027) 10.3 Middle East & Africa Text Mining Market Size by Application 10.3.1 Middle East & Africa Text Mining Market Size by Application (2016-2021) 10.3.2 Middle East & Africa Text Mining Market Size by Application (2022-2027) 10.3.3 Middle East & Africa Text Mining Market Size by Application (2016-2027) 10.4 Middle East & Africa Text Mining Market Size by Country 10.4.1 Middle East & Africa Text Mining Market Size by Country (2016-2021) 10.4.2 Middle East & Africa Text Mining Market Size by Country (2022-2027) 10.4.3 Turkey 10.4.4 Saudi Arabia 10.4.5 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 Mining Introduction 11.1.4 IBM Revenue in Text Mining Business (2016-2021) 11.1.5 IBM Recent Development 11.2 Microsoft 11.2.1 Microsoft Company Details 11.2.2 Microsoft Business Overview 11.2.3 Microsoft Text Mining Introduction 11.2.4 Microsoft Revenue in Text Mining Business (2016-2021) 11.2.5 Microsoft 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 Mining Introduction 11.3.4 SAS Institute Revenue in Text Mining Business (2016-2021) 11.3.5 SAS Institute Recent Development 11.4 SAP SE 11.4.1 SAP SE Company Details 11.4.2 SAP SE Business Overview 11.4.3 SAP SE Text Mining Introduction 11.4.4 SAP SE Revenue in Text Mining Business (2016-2021) 11.4.5 SAP SE Recent Development 11.5 RapidMiner 11.5.1 RapidMiner Company Details 11.5.2 RapidMiner Business Overview 11.5.3 RapidMiner Text Mining Introduction 11.5.4 RapidMiner Revenue in Text Mining Business (2016-2021) 11.5.5 RapidMiner Recent Development 11.6 Confirmit 11.6.1 Confirmit Company Details 11.6.2 Confirmit Business Overview 11.6.3 Confirmit Text Mining Introduction 11.6.4 Confirmit Revenue in Text Mining Business (2016-2021) 11.6.5 Confirmit Recent Development 11.7 Predixion Software 11.7.1 Predixion Software Company Details 11.7.2 Predixion Software Business Overview 11.7.3 Predixion Software Text Mining Introduction 11.7.4 Predixion Software Revenue in Text Mining Business (2016-2021) 11.7.5 Predixion Software Recent Development 11.8 Lexalytics 11.8.1 Lexalytics Company Details 11.8.2 Lexalytics Business Overview 11.8.3 Lexalytics Text Mining Introduction 11.8.4 Lexalytics Revenue in Text Mining Business (2016-2021) 11.8.5 Lexalytics Recent Development 11.9 Angoss Software 11.9.1 Angoss Software Company Details 11.9.2 Angoss Software Business Overview 11.9.3 Angoss Software Text Mining Introduction 11.9.4 Angoss Software Revenue in Text Mining Business (2016-2021) 11.9.5 Angoss Software Recent Development 12 Analyst's Viewpoints/Conclusions 13 Appendix 13.1 Research Methodology 13.1.1 Methodology/Research Approach 13.1.2 Data Source 13.2 Disclaimer 13.3 Author Details

List of Tables Table 1. Global Text Mining Market Size Growth Rate by Type (US$ Million):2016 VS 2021 VS 2027 Table 2. Key Players of On-Premise Table 3. Key Players of Cloud-Based Table 4. Global Text Mining Market Size Growth by Application (US$ Million): 2016 VS 2021 VS 2027 Table 5. Global Text Mining Market Size by Regions (US$ Million): 2016 VS 2021 VS 2027 Table 6. Global Text Mining Market Size by Regions (2016-2021) & (US$ Million) Table 7. Global Text Mining Market Share by Regions (2016-2021) Table 8. Global Text Mining Forecasted Market Size by Regions (2022-2027) & (US$ Million) Table 9. Global Text Mining Market Share by Regions (2022-2027) Table 10. Text Mining Market Trends Table 11. Text Mining Market Drivers Table 12. Text Mining Market Challenges Table 13. Text Mining Market Restraints Table 14. Global Text Mining Revenue by Players (2016-2021) & (US$ Million) Table 15. Global Text Mining Market Share by Players (2016-2021) Table 16. Global Top Text Mining Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Text Mining as of 2020) Table 17. Ranking of Global Top Text Mining Companies by Revenue (US$ Million) in 2020 Table 18. Global 5 Largest Players Market Share by Text Mining Revenue (CR5 and HHI) & (2016-2021) Table 19. Key Players Headquarters and Area Served Table 20. Key Players Text Mining Product Solution and Service Table 21. Date of Enter into Text Mining Market Table 22. Mergers & Acquisitions, Expansion Plans Table 23. Global Text Mining Market Size by Type (2016-2021) (US$ Million) Table 24. Global Text Mining Revenue Market Share by Type (2016-2021) Table 25. Global Text Mining Forecasted Market Size by Type (2022-2027) (US$ Million) Table 26. Global Text Mining Revenue Market Share by Type (2022-2027) & (US$ Million) Table 27. Global Text Mining Market Size Share by Application (2016-2021) & (US$ Million) Table 28. Global Text Mining Revenue Market Share by Application (2016-2021) Table 29. Global Text Mining Forecasted Market Size by Application (2022-2027) (US$ Million) Table 30. Global Text Mining Revenue Market Share by Application (2022-2027) & (US$ Million) Table 31. North America Text Mining Market Size by Type (2016-2021) (US$ Million) Table 32. North America Text Mining Market Size by Type (2022-2027) & (US$ Million) Table 33. North America Text Mining Market Size by Application (2016-2021) (US$ Million) Table 34. North America Text Mining Market Size by Application (2022-2027) & (US$ Million) Table 35. North America Text Mining Market Size by Country (2016-2021) & (US$ Million) Table 36. North America Text Mining Market Size by Country (2022-2027) & (US$ Million) Table 37. Europe Text Mining Market Size by Type (2016-2021) (US$ Million) Table 38. Europe Text Mining Market Size by Type (2022-2027) & (US$ Million) Table 39. Europe Text Mining Market Size by Application (2016-2021) (US$ Million) Table 40. Europe Text Mining Market Size by Application (2022-2027) & (US$ Million) Table 41. Europe Text Mining Market Size by Country (2016-2021) & (US$ Million) Table 42. Europe Text Mining Market Size by Country (2022-2027) & (US$ Million) Table 43. Asia-Pacific Text Mining Market Size by Type (2016-2021) (US$ Million) Table 44. Asia-Pacific Text Mining Market Size by Type (2022-2027) & (US$ Million) Table 45. Asia-Pacific Text Mining Market Size by Application (2016-2021) (US$ Million) Table 46. Asia-Pacific Text Mining Market Size by Application (2022-2027) & (US$ Million) Table 47. Asia-Pacific Text Mining Market Size by Region (2016-2021) & (US$ Million) Table 48. Asia-Pacific Text Mining Market Size by Region (2022-2027) & (US$ Million) Table 49. Latin America Text Mining Market Size by Type (2016-2021) (US$ Million) Table 50. Latin America Text Mining Market Size by Type (2022-2027) & (US$ Million) Table 51. Latin America Text Mining Market Size by Application (2016-2021) (US$ Million) Table 52. Latin America Text Mining Market Size by Application (2022-2027) & (US$ Million) Table 53. Latin America Text Mining Market Size by Country (2016-2021) & (US$ Million) Table 54. Latin America Text Mining Market Size by Country (2022-2027) & (US$ Million) Table 55. Middle East & Africa Text Mining Market Size by Type (2016-2021) (US$ Million) Table 56. Middle East & Africa Text Mining Market Size by Type (2022-2027) & (US$ Million) Table 57. Middle East & Africa Text Mining Market Size by Application (2016-2021) (US$ Million) Table 58. Middle East & Africa Text Mining Market Size by Application (2022-2027) & (US$ Million) Table 59. Middle East & Africa Text Mining Market Size by Country (2016-2021) & (US$ Million) Table 60. Middle East & Africa Text Mining Market Size by Country (2022-2027) & (US$ Million) Table 61. IBM Company Details Table 62. IBM Business Overview Table 63. IBM Text Mining Product Table 64. IBM Revenue in Text Mining Business (2016-2021) & (US$ Million) Table 65. IBM Recent Development Table 66. Microsoft Company Details Table 67. Microsoft Business Overview Table 68. Microsoft Text Mining Product Table 69. Microsoft Revenue in Text Mining Business (2016-2021) & (US$ Million) Table 70. Microsoft Recent Development Table 71. SAS Institute Company Details Table 72. SAS Institute Business Overview Table 73. SAS Institute Text Mining Product Table 74. SAS Institute Revenue in Text Mining Business (2016-2021) & (US$ Million) Table 75. SAS Institute Recent Development Table 76. SAP SE Company Details Table 77. SAP SE Business Overview Table 78. SAP SE Text Mining Product Table 79. SAP SE Revenue in Text Mining Business (2016-2021) & (US$ Million) Table 80. SAP SE Recent Development Table 81. RapidMiner Company Details Table 82. RapidMiner Business Overview Table 83. RapidMiner Text Mining Product Table 84. RapidMiner Revenue in Text Mining Business (2016-2021) & (US$ Million) Table 85. RapidMiner Recent Development Table 86. Confirmit Company Details Table 87. Confirmit Business Overview Table 88. Confirmit Text Mining Product Table 89. Confirmit Revenue in Text Mining Business (2016-2021) & (US$ Million) Table 90. Confirmit Recent Development Table 91. Predixion Software Company Details Table 92. Predixion Software Business Overview Table 93. Predixion Software Text Mining Product Table 94. Predixion Software Revenue in Text Mining Business (2016-2021) & (US$ Million) Table 95. Predixion Software Recent Development Table 96. Lexalytics Company Details Table 97. Lexalytics Business Overview Table 98. Lexalytics Revenue in Text Mining Business (2016-2021) & (US$ Million) Table 99. Lexalytics Recent Development Table 100. Angoss Software Company Details Table 101. Angoss Software Business Overview Table 102. Angoss Software Text Mining Product Table 103. Angoss Software Revenue in Text Mining Business (2016-2021) & (US$ Million) Table 104. Angoss Software Recent Development Table 105. Research Programs/Design for This Report Table 106. Key Data Information from Secondary Sources Table 107. Key Data Information from Primary Sources List of Figures Figure 1. Global Text Mining Market Share by Type: 2020 VS 2027 Figure 2. On-Premise Features Figure 3. Cloud-Based Features Figure 4. Global Text Mining Market Share by Application: 2020 VS 2027 Figure 5. Data Analysis & Forecasting Case Studies Figure 6. Fraud/Spam Detection Case Studies Figure 7. Intelligence & Law Enforcement Case Studies Figure 8. Customer Relationship Management (CRM) Case Studies Figure 9. Text Mining Report Years Considered Figure 10. Global Text Mining Market Size (US$ Million), Year-over-Year: 2016-2027 Figure 11. Global Text Mining Market Size (US$ Million), 2016 VS 2021 VS 2027 Figure 12. Global Text Mining Market Share by Regions: 2020 VS 2027 Figure 13. Global Text Mining Market Share by Regions (2022-2027) Figure 14. Global Text Mining Market Share by Players in 2020 Figure 15. Global Top Text Mining Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Text Mining as of 2020 Figure 16. The Top 10 and 5 Players Market Share by Text Mining Revenue in 2020 Figure 17. Global Text Mining Revenue Market Share by Type (2016-2021) Figure 18. Global Text Mining Revenue Market Share by Type (2022-2027) Figure 19. North America Text Mining Market Size YoY Growth (2016-2027) & (US$ Million) Figure 20. North America Text Mining Market Share by Type (2016-2027) Figure 21. North America Text Mining Market Share by Application (2016-2027) Figure 22. North America Text Mining Market Share by Country (2016-2027) Figure 23. United States Text Mining Market Size YoY Growth (2016-2027) & (US$ Million) Figure 24. Canada Text Mining Market Size YoY Growth (2016-2027) & (US$ Million) Figure 25. Europe Text Mining Market Size YoY Growth (2016-2027) & (US$ Million) Figure 26. Europe Text Mining Market Share by Type (2016-2027) Figure 27. Europe Text Mining Market Share by Application (2016-2027) Figure 28. Europe Text Mining Market Share by Country (2016-2027) Figure 29. Germany Text Mining Market Size YoY Growth (2016-2027) & (US$ Million) Figure 30. France Text Mining Market Size YoY Growth (2016-2027) & (US$ Million) Figure 31. U.K. Text Mining Market Size YoY Growth (2016-2027) & (US$ Million) Figure 32. Italy Text Mining Market Size YoY Growth (2016-2027) & (US$ Million) Figure 33. Russia Text Mining Market Size YoY Growth (2016-2027) & (US$ Million) Figure 34. Nordic Text Mining Market Size YoY Growth (2016-2027) & (US$ Million) Figure 35. Asia-Pacific Text Mining Market Size YoY Growth (2016-2027) & (US$ Million) Figure 36. Asia-Pacific Text Mining Market Share by Type (2016-2027) Figure 37. Asia-Pacific Text Mining Market Share by Application (2016-2027) Figure 38. Asia-Pacific Text Mining Market Share by Region (2016-2027) Figure 39. China Text Mining Market Size YoY Growth (2016-2027) & (US$ Million) Figure 40. Japan Text Mining Market Size YoY Growth (2016-2027) & (US$ Million) Figure 41. South Korea Text Mining Market Size YoY Growth (2016-2027) & (US$ Million) Figure 42. Southeast Asia Text Mining Market Size YoY Growth (2016-2027) & (US$ Million) Figure 43. India Text Mining Market Size YoY Growth (2016-2027) & (US$ Million) Figure 44. Australia Text Mining Market Size YoY Growth (2016-2027) & (US$ Million) Figure 45. Latin America Text Mining Market Size YoY Growth (2016-2027) & (US$ Million) Figure 46. Latin America Text Mining Market Share by Type (2016-2027) Figure 47. Latin America Text Mining Market Share by Application (2016-2027) Figure 48. Latin America Text Mining Market Share by Country (2016-2027) Figure 49. Mexico Text Mining Market Size YoY Growth (2016-2027) & (US$ Million) Figure 50. Brazil Text Mining Market Size YoY Growth (2016-2027) & (US$ Million) Figure 51. Middle East & Africa Text Mining Market Size YoY Growth (2016-2027) & (US$ Million) Figure 52. Middle East & Africa Text Mining Market Share by Type (2016-2027) Figure 53. Middle East & Africa Text Mining Market Share by Application (2016-2027) Figure 54. Middle East & Africa Text Mining Market Share by Country (2016-2027) Figure 55. Turkey Text Mining Market Size YoY Growth (2016-2027) & (US$ Million) Figure 56. Saudi Arabia Text Mining Market Size YoY Growth (2016-2027) & (US$ Million) Figure 57. UAE Text Mining Market Size YoY Growth (2016-2027) & (US$ Million) Figure 58. IBM Revenue Growth Rate in Text Mining Business (2016-2021) Figure 59. Microsoft Revenue Growth Rate in Text Mining Business (2016-2021) Figure 60. SAS Institute Revenue Growth Rate in Text Mining Business (2016-2021) Figure 61. SAP SE Revenue Growth Rate in Text Mining Business (2016-2021) Figure 62. RapidMiner Revenue Growth Rate in Text Mining Business (2016-2021) Figure 63. Confirmit Revenue Growth Rate in Text Mining Business (2016-2021) Figure 64. Predixion Software Revenue Growth Rate in Text Mining Business (2016-2021) Figure 65. Lexalytics Revenue Growth Rate in Text Mining Business (2016-2021) Figure 66. Angoss Software Revenue Growth Rate in Text Mining Business (2016-2021) Figure 67. Bottom-up and Top-down Approaches for This Report Figure 68. Data Triangulation Figure 69. Key Executives Interviewed

IBM Microsoft SAS Institute SAP SE RapidMiner Confirmit Predixion Software Lexalytics Angoss Software