Global Text Analytics Market Insights and Forecast to 2028

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Date: 28-Feb-2022
No. of pages: 87
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Text Analytics market is segmented by players, region (country), by Type and by Application. Players, stakeholders, and other participants in the global Text Analytics market will be able to gain the upper hand as they use the report as a powerful resource. The segmental analysis focuses on revenue and forecast by Type and by Application for the period 2017-2028.

Segment by Type

- On-Premise

- Cloud-Based

Segment by Application

- Data Analysis & Forecasting

- Fraud/Spam Detection

- Intelligence & Law Enforcement

- Customer Relationship Management (CRM)

- Other

By Company

- IBM

- Microsoft

- SAS Institute

- SAP SE

- RapidMiner

- Confirmit

- Predixion Software

- Lexalytics

- Angoss Software

By Region

- North America

- - United States

- - Canada

- Europe

- - Germany

- - France

- - UK

- - Italy

- - Russia

- - Nordic Countries

- - Rest of Europe

- 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

Global Text Analytics Market Insights and Forecast to 2028

Table of Contents
1 Report Business Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global Text Analytics Market Size Growth Rate by Type, 2017 VS 2021 VS 2028
1.2.2 On-Premise
1.2.3 Cloud-Based
1.3 Market by Application
1.3.1 Global Text Analytics Market Size Growth Rate by Application, 2017 VS 2021 VS 2028
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)
1.3.6 Other
1.4 Study Objectives
1.5 Years Considered
2 Global Growth Trends
2.1 Global Text Analytics Market Perspective (2017-2028)
2.2 Text Analytics Growth Trends by Region
2.2.1 Text Analytics Market Size by Region: 2017 VS 2021 VS 2028
2.2.2 Text Analytics Historic Market Size by Region (2017-2022)
2.2.3 Text Analytics Forecasted Market Size by Region (2023-2028)
2.3 Text Analytics Market Dynamics
2.3.1 Text Analytics Industry Trends
2.3.2 Text Analytics Market Drivers
2.3.3 Text Analytics Market Challenges
2.3.4 Text Analytics Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top Text Analytics Players by Revenue
3.1.1 Global Top Text Analytics Players by Revenue (2017-2022)
3.1.2 Global Text Analytics Revenue Market Share by Players (2017-2022)
3.2 Global Text Analytics Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Players Covered: Ranking by Text Analytics Revenue
3.4 Global Text Analytics Market Concentration Ratio
3.4.1 Global Text Analytics Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by Text Analytics Revenue in 2021
3.5 Text Analytics Key Players Head office and Area Served
3.6 Key Players Text Analytics Product Solution and Service
3.7 Date of Enter into Text Analytics Market
3.8 Mergers & Acquisitions, Expansion Plans
4 Text Analytics Breakdown Data by Type
4.1 Global Text Analytics Historic Market Size by Type (2017-2022)
4.2 Global Text Analytics Forecasted Market Size by Type (2023-2028)
5 Text Analytics Breakdown Data by Application
5.1 Global Text Analytics Historic Market Size by Application (2017-2022)
5.2 Global Text Analytics Forecasted Market Size by Application (2023-2028)
6 North America
6.1 North America Text Analytics Market Size (2017-2028)
6.2 North America Text Analytics Market Size by Type
6.2.1 North America Text Analytics Market Size by Type (2017-2022)
6.2.2 North America Text Analytics Market Size by Type (2023-2028)
6.2.3 North America Text Analytics Market Share by Type (2017-2028)
6.3 North America Text Analytics Market Size by Application
6.3.1 North America Text Analytics Market Size by Application (2017-2022)
6.3.2 North America Text Analytics Market Size by Application (2023-2028)
6.3.3 North America Text Analytics Market Share by Application (2017-2028)
6.4 North America Text Analytics Market Size by Country
6.4.1 North America Text Analytics Market Size by Country (2017-2022)
6.4.2 North America Text Analytics Market Size by Country (2023-2028)
6.4.3 U.S.
6.4.4 Canada
7 Europe
7.1 Europe Text Analytics Market Size (2017-2028)
7.2 Europe Text Analytics Market Size by Type
7.2.1 Europe Text Analytics Market Size by Type (2017-2022)
7.2.2 Europe Text Analytics Market Size by Type (2023-2028)
7.2.3 Europe Text Analytics Market Share by Type (2017-2028)
7.3 Europe Text Analytics Market Size by Application
7.3.1 Europe Text Analytics Market Size by Application (2017-2022)
7.3.2 Europe Text Analytics Market Size by Application (2023-2028)
7.3.3 Europe Text Analytics Market Share by Application (2017-2028)
7.4 Europe Text Analytics Market Size by Country
7.4.1 Europe Text Analytics Market Size by Country (2017-2022)
7.4.2 Europe Text Analytics Market Size by Country (2023-2028)
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 Countries
8 Asia-Pacific
8.1 Asia-Pacific Text Analytics Market Size (2017-2028)
8.2 Asia-Pacific Text Analytics Market Size by Type
8.2.1 Asia-Pacific Text Analytics Market Size by Type (2017-2022)
8.2.2 Asia-Pacific Text Analytics Market Size by Type (2023-2028)
8.2.3 Asia-Pacific Text Analytics Market Share by Type (2017-2028)
8.3 Asia-Pacific Text Analytics Market Size by Application
8.3.1 Asia-Pacific Text Analytics Market Size by Application (2017-2022)
8.3.2 Asia-Pacific Text Analytics Market Size by Application (2023-2028)
8.3.3 Asia-Pacific Text Analytics Market Share by Application (2017-2028)
8.4 Asia-Pacific Text Analytics Market Size by Region
8.4.1 Asia-Pacific Text Analytics Market Size by Region (2017-2022)
8.4.2 Asia-Pacific Text Analytics Market Size by Region (2023-2028)
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 Analytics Market Size (2017-2028)
9.2 Latin America Text Analytics Market Size by Type
9.2.1 Latin America Text Analytics Market Size by Type (2017-2022)
9.2.2 Latin America Text Analytics Market Size by Type (2023-2028)
9.2.3 Latin America Text Analytics Market Share by Type (2017-2028)
9.3 Latin America Text Analytics Market Size by Application
9.3.1 Latin America Text Analytics Market Size by Application (2017-2022)
9.3.2 Latin America Text Analytics Market Size by Application (2023-2028)
9.3.3 Latin America Text Analytics Market Share by Application (2017-2028)
9.4 Latin America Text Analytics Market Size by Country
9.4.1 Latin America Text Analytics Market Size by Country (2017-2022)
9.4.2 Latin America Text Analytics Market Size by Country (2023-2028)
9.4.3 Mexico
9.4.4 Brazil
10 Middle East & Africa
10.1 Middle East & Africa Text Analytics Market Size (2017-2028)
10.2 Middle East & Africa Text Analytics Market Size by Type
10.2.1 Middle East & Africa Text Analytics Market Size by Type (2017-2022)
10.2.2 Middle East & Africa Text Analytics Market Size by Type (2023-2028)
10.2.3 Middle East & Africa Text Analytics Market Share by Type (2017-2028)
10.3 Middle East & Africa Text Analytics Market Size by Application
10.3.1 Middle East & Africa Text Analytics Market Size by Application (2017-2022)
10.3.2 Middle East & Africa Text Analytics Market Size by Application (2023-2028)
10.3.3 Middle East & Africa Text Analytics Market Share by Application (2017-2028)
10.4 Middle East & Africa Text Analytics Market Size by Country
10.4.1 Middle East & Africa Text Analytics Market Size by Country (2017-2022)
10.4.2 Middle East & Africa Text Analytics Market Size by Country (2023-2028)
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 Analytics Introduction
11.1.4 IBM Revenue in Text Analytics Business (2017-2022)
11.1.5 IBM Recent Developments
11.2 Microsoft
11.2.1 Microsoft Company Details
11.2.2 Microsoft Business Overview
11.2.3 Microsoft Text Analytics Introduction
11.2.4 Microsoft Revenue in Text Analytics Business (2017-2022)
11.2.5 Microsoft Recent Developments
11.3 SAS Institute
11.3.1 SAS Institute Company Details
11.3.2 SAS Institute Business Overview
11.3.3 SAS Institute Text Analytics Introduction
11.3.4 SAS Institute Revenue in Text Analytics Business (2017-2022)
11.3.5 SAS Institute Recent Developments
11.4 SAP SE
11.4.1 SAP SE Company Details
11.4.2 SAP SE Business Overview
11.4.3 SAP SE Text Analytics Introduction
11.4.4 SAP SE Revenue in Text Analytics Business (2017-2022)
11.4.5 SAP SE Recent Developments
11.5 RapidMiner
11.5.1 RapidMiner Company Details
11.5.2 RapidMiner Business Overview
11.5.3 RapidMiner Text Analytics Introduction
11.5.4 RapidMiner Revenue in Text Analytics Business (2017-2022)
11.5.5 RapidMiner Recent Developments
11.6 Confirmit
11.6.1 Confirmit Company Details
11.6.2 Confirmit Business Overview
11.6.3 Confirmit Text Analytics Introduction
11.6.4 Confirmit Revenue in Text Analytics Business (2017-2022)
11.6.5 Confirmit Recent Developments
11.7 Predixion Software
11.7.1 Predixion Software Company Details
11.7.2 Predixion Software Business Overview
11.7.3 Predixion Software Text Analytics Introduction
11.7.4 Predixion Software Revenue in Text Analytics Business (2017-2022)
11.7.5 Predixion Software Recent Developments
11.8 Lexalytics
11.8.1 Lexalytics Company Details
11.8.2 Lexalytics Business Overview
11.8.3 Lexalytics Text Analytics Introduction
11.8.4 Lexalytics Revenue in Text Analytics Business (2017-2022)
11.8.5 Lexalytics Recent Developments
11.9 Angoss Software
11.9.1 Angoss Software Company Details
11.9.2 Angoss Software Business Overview
11.9.3 Angoss Software Text Analytics Introduction
11.9.4 Angoss Software Revenue in Text Analytics Business (2017-2022)
11.9.5 Angoss Software Recent Developments
12 Analyst's Viewpoints/Conclusions
13 Appendix
13.1 Research Methodology
13.1.1 Methodology/Research Approach
13.1.2 Data Source
13.2 Author Details
13.3 Disclaimer
List of Tables
Table 1. Global Text Analytics Market Size Growth Rate by Type (US$ Million), 2017 VS 2021 VS 2028
Table 2. Key Players of On-Premise
Table 3. Key Players of Cloud-Based
Table 4. Global Text Analytics Market Size Growth Rate by Application (US$ Million), 2017 VS 2021 VS 2028
Table 5. Global Text Analytics Market Size by Region (US$ Million): 2017 VS 2021 VS 2028
Table 6. Global Text Analytics Market Size by Region (2017-2022) & (US$ Million)
Table 7. Global Text Analytics Market Share by Region (2017-2022)
Table 8. Global Text Analytics Forecasted Market Size by Region (2023-2028) & (US$ Million)
Table 9. Global Text Analytics Market Share by Region (2023-2028)
Table 10. Text Analytics Market Trends
Table 11. Text Analytics Market Drivers
Table 12. Text Analytics Market Challenges
Table 13. Text Analytics Market Restraints
Table 14. Global Text Analytics Revenue by Players (2017-2022) & (US$ Million)
Table 15. Global Text Analytics Revenue Share by Players (2017-2022)
Table 16. Global Top Text Analytics by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Text Analytics as of 2021)
Table 17. Ranking of Global Top Text Analytics Companies by Revenue (US$ Million) in 2021
Table 18. Global 5 Largest Players Market Share by Text Analytics Revenue (CR5 and HHI) & (2017-2022)
Table 19. Key Players Headquarters and Area Served
Table 20. Key Players Text Analytics Product Solution and Service
Table 21. Date of Enter into Text Analytics Market
Table 22. Mergers & Acquisitions, Expansion Plans
Table 23. Global Text Analytics Market Size by Type (2017-2022) & (US$ Million)
Table 24. Global Text Analytics Revenue Market Share by Type (2017-2022)
Table 25. Global Text Analytics Forecasted Market Size by Type (2023-2028) & (US$ Million)
Table 26. Global Text Analytics Revenue Market Share by Type (2023-2028)
Table 27. Global Text Analytics Market Size by Application (2017-2022) & (US$ Million)
Table 28. Global Text Analytics Revenue Share by Application (2017-2022)
Table 29. Global Text Analytics Forecasted Market Size by Application (2023-2028) & (US$ Million)
Table 30. Global Text Analytics Revenue Share by Application (2023-2028)
Table 31. North America Text Analytics Market Size by Type (2017-2022) & (US$ Million)
Table 32. North America Text Analytics Market Size by Type (2023-2028) & (US$ Million)
Table 33. North America Text Analytics Market Size by Application (2017-2022) & (US$ Million)
Table 34. North America Text Analytics Market Size by Application (2023-2028) & (US$ Million)
Table 35. North America Text Analytics Market Size by Country (2017-2022) & (US$ Million)
Table 36. North America Text Analytics Market Size by Country (2023-2028) & (US$ Million)
Table 37. Europe Text Analytics Market Size by Type (2017-2022) & (US$ Million)
Table 38. Europe Text Analytics Market Size by Type (2023-2028) & (US$ Million)
Table 39. Europe Text Analytics Market Size by Application (2017-2022) & (US$ Million)
Table 40. Europe Text Analytics Market Size by Application (2023-2028) & (US$ Million)
Table 41. Europe Text Analytics Market Size by Country (2017-2022) & (US$ Million)
Table 42. Europe Text Analytics Market Size by Country (2023-2028) & (US$ Million)
Table 43. Asia Pacific Text Analytics Market Size by Type (2017-2022) & (US$ Million)
Table 44. Asia Pacific Text Analytics Market Size by Type (2023-2028) & (US$ Million)
Table 45. Asia Pacific Text Analytics Market Size by Application (2017-2022) & (US$ Million)
Table 46. Asia Pacific Text Analytics Market Size by Application (2023-2028) & (US$ Million)
Table 47. Asia Pacific Text Analytics Market Size by Region (2017-2022) & (US$ Million)
Table 48. Asia Pacific Text Analytics Market Size by Region (2023-2028) & (US$ Million)
Table 49. Latin America Text Analytics Market Size by Type (2017-2022) & (US$ Million)
Table 50. Latin America Text Analytics Market Size by Type (2023-2028) & (US$ Million)
Table 51. Latin America Text Analytics Market Size by Application (2017-2022) & (US$ Million)
Table 52. Latin America Text Analytics Market Size by Application (2023-2028) & (US$ Million)
Table 53. Latin America Text Analytics Market Size by Country (2017-2022) & (US$ Million)
Table 54. Latin America Text Analytics Market Size by Country (2023-2028) & (US$ Million)
Table 55. Middle East and Africa Text Analytics Market Size by Type (2017-2022) & (US$ Million)
Table 56. Middle East and Africa Text Analytics Market Size by Type (2023-2028) & (US$ Million)
Table 57. Middle East and Africa Text Analytics Market Size by Application (2017-2022) & (US$ Million)
Table 58. Middle East and Africa Text Analytics Market Size by Application (2023-2028) & (US$ Million)
Table 59. Middle East and Africa Text Analytics Market Size by Country (2017-2022) & (US$ Million)
Table 60. Middle East and Africa Text Analytics Market Size by Country (2023-2028) & (US$ Million)
Table 61. IBM Company Details
Table 62. IBM Business Overview
Table 63. IBM Text Analytics Product
Table 64. IBM Revenue in Text Analytics Business (2017-2022) & (US$ Million)
Table 65. IBM Recent Developments
Table 66. Microsoft Company Details
Table 67. Microsoft Business Overview
Table 68. Microsoft Text Analytics Product
Table 69. Microsoft Revenue in Text Analytics Business (2017-2022) & (US$ Million)
Table 70. Microsoft Recent Developments
Table 71. SAS Institute Company Details
Table 72. SAS Institute Business Overview
Table 73. SAS Institute Text Analytics Product
Table 74. SAS Institute Revenue in Text Analytics Business (2017-2022) & (US$ Million)
Table 75. SAS Institute Recent Developments
Table 76. SAP SE Company Details
Table 77. SAP SE Business Overview
Table 78. SAP SE Text Analytics Product
Table 79. SAP SE Revenue in Text Analytics Business (2017-2022) & (US$ Million)
Table 80. SAP SE Recent Developments
Table 81. RapidMiner Company Details
Table 82. RapidMiner Business Overview
Table 83. RapidMiner Text Analytics Product
Table 84. RapidMiner Revenue in Text Analytics Business (2017-2022) & (US$ Million)
Table 85. RapidMiner Recent Developments
Table 86. Confirmit Company Details
Table 87. Confirmit Business Overview
Table 88. Confirmit Text Analytics Product
Table 89. Confirmit Revenue in Text Analytics Business (2017-2022) & (US$ Million)
Table 90. Confirmit Recent Developments
Table 91. Predixion Software Company Details
Table 92. Predixion Software Business Overview
Table 93. Predixion Software Text Analytics Product
Table 94. Predixion Software Revenue in Text Analytics Business (2017-2022) & (US$ Million)
Table 95. Predixion Software Recent Developments
Table 96. Lexalytics Company Details
Table 97. Lexalytics Business Overview
Table 98. Lexalytics Text Analytics Product
Table 99. Lexalytics Revenue in Text Analytics Business (2017-2022) & (US$ Million)
Table 100. Lexalytics Recent Developments
Table 101. Angoss Software Company Details
Table 102. Angoss Software Business Overview
Table 103. Angoss Software Text Analytics Product
Table 104. Angoss Software Revenue in Text Analytics Business (2017-2022) & (US$ Million)
Table 105. Angoss Software Recent Developments
Table 106. Research Programs/Design for This Report
Table 107. Key Data Information from Secondary Sources
Table 108. Key Data Information from Primary Sources
List of Figures
Figure 1. Global Text Analytics Market Share by Type: 2021 VS 2028
Figure 2. On-Premise Features
Figure 3. Cloud-Based Features
Figure 4. Global Text Analytics Market Share by Application: 2021 VS 2028
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. Other Case Studies
Figure 10. Text Analytics Report Years Considered
Figure 11. Global Text Analytics Market Size (US$ Million), Year-over-Year: 2017-2028
Figure 12. Global Text Analytics Market Size, (US$ Million), 2017 VS 2021 VS 2028
Figure 13. Global Text Analytics Market Share by Region: 2021 VS 2028
Figure 14. Global Text Analytics Market Share by Players in 2021
Figure 15. Global Top Text Analytics Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Text Analytics as of 2021)
Figure 16. The Top 10 and 5 Players Market Share by Text Analytics Revenue in 2021
Figure 17. North America Text Analytics Market Size YoY (2017-2028) & (US$ Million)
Figure 18. North America Text Analytics Market Size Market Share by Type (2017-2028)
Figure 19. North America Text Analytics Market Size Market Share by Application (2017-2028)
Figure 20. North America Text Analytics Market Size Share by Country (2017-2028)
Figure 21. United States Text Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 22. Canada Text Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 23. Europe Text Analytics Market Size YoY (2017-2028) & (US$ Million)
Figure 24. Europe Text Analytics Market Size Market Share by Type (2017-2028)
Figure 25. Europe Text Analytics Market Size Market Share by Application (2017-2028)
Figure 26. Europe Text Analytics Market Size Share by Country (2017-2028)
Figure 27. Germany Text Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 28. France Text Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 29. U.K. Text Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 30. Italy Text Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 31. Russia Text Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 32. Nordic Countries Text Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 33. Asia-Pacific Text Analytics Market Size YoY (2017-2028) & (US$ Million)
Figure 34. Asia Pacific Text Analytics Market Size Market Share by Type (2017-2028)
Figure 35. Asia Pacific Text Analytics Market Size Market Share by Application (2017-2028)
Figure 36. Asia Pacific Text Analytics Market Size Share by Region (2017-2028)
Figure 37. China Text Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 38. Japan Text Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 39. South Korea Text Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 40. Southeast Asia Text Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 41. India Text Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 42. Australia Text Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
List of Figures
Figure 43. Latin America Text Analytics Market Size YoY (2017-2028) & (US$ Million)
Figure 44. Latin America Text Analytics Market Size Market Share by Type (2017-2028)
Figure 45. Latin America Text Analytics Market Size Market Share by Application (2017-2028)
Figure 46. Latin America Text Analytics Market Size Share by Country (2017-2028)
Figure 47. Mexico Text Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 48. Brazil Text Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 49. Middle East & Africa Text Analytics Market Size YoY (2017-2028) & (US$ Million)
Figure 50. Middle East and Africa Text Analytics Market Size Market Share by Type (2017-2028)
Figure 51. Middle East and Africa Text Analytics Market Size Market Share by Application (2017-2028)
Figure 52. Middle East and Africa Text Analytics Market Size Share by Country (2017-2028)
Figure 53. Turkey Text Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 54. Saudi Arabia Text Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 55. UAE Text Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 56. IBM Revenue Growth Rate in Text Analytics Business (2017-2022)
Figure 57. Microsoft Revenue Growth Rate in Text Analytics Business (2017-2022)
Figure 58. SAS Institute Revenue Growth Rate in Text Analytics Business (2017-2022)
Figure 59. SAP SE Revenue Growth Rate in Text Analytics Business (2017-2022)
Figure 60. RapidMiner Revenue Growth Rate in Text Analytics Business (2017-2022)
Figure 61. Confirmit Revenue Growth Rate in Text Analytics Business (2017-2022)
Figure 62. Predixion Software Revenue Growth Rate in Text Analytics Business (2017-2022)
Figure 63. Lexalytics Revenue Growth Rate in Text Analytics Business (2017-2022)
Figure 64. Angoss Software Revenue Growth Rate in Text Analytics Business (2017-2022)
Figure 65. Bottom-up and Top-down Approaches for This Report
Figure 66. Data Triangulation
Figure 67. Key Executives Interviewed
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