1 Report Overview
    1.1 Study Scope
    1.2 Market Analysis by Type
        1.2.1 Global Data Annotation Software Market Size Growth Rate by Type: 2017 VS 2021 VS 2028
        1.2.2 Validation Attributes
        1.2.3 Display Attributes
        1.2.4 Data Modeling Attributes
    1.3 Market by Application
        1.3.1 Global Data Annotation Software Market Share by Application: 2017 VS 2021 VS 2028
        1.3.2 Semantic Annotation
        1.3.3 Image Annotation
        1.3.4 Video Annotation
        1.3.5 Text Categorization
        1.3.6 Entity Annotation
        1.3.7 Others
    1.4 Study Objectives
    1.5 Years Considered
2 Global Growth Trends
    2.1 Global Data Annotation Software Market Perspective (2017-2028)
    2.2 Data Annotation Software Growth Trends by Region
        2.2.1 Data Annotation Software Market Size by Region: 2017 VS 2021 VS 2028
        2.2.2 Data Annotation Software Historic Market Size by Region (2017-2022)
        2.2.3 Data Annotation Software Forecasted Market Size by Region (2023-2028)
    2.3 Data Annotation Software Market Dynamics
        2.3.1 Data Annotation Software Industry Trends
        2.3.2 Data Annotation Software Market Drivers
        2.3.3 Data Annotation Software Market Challenges
        2.3.4 Data Annotation Software Market Restraints
3 Competition Landscape by Key Players
    3.1 Global Top Data Annotation Software Players by Revenue
        3.1.1 Global Top Data Annotation Software Players by Revenue (2017-2022)
        3.1.2 Global Data Annotation Software Revenue Market Share by Players (2017-2022)
    3.2 Global Data Annotation Software Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
    3.3 Players Covered: Ranking by Data Annotation Software Revenue
    3.4 Global Data Annotation Software Market Concentration Ratio
        3.4.1 Global Data Annotation Software Market Concentration Ratio (CR5 and HHI)
        3.4.2 Global Top 10 and Top 5 Companies by Data Annotation Software Revenue in 2021
    3.5 Data Annotation Software Key Players Head office and Area Served
    3.6 Key Players Data Annotation Software Product Solution and Service
    3.7 Date of Enter into Data Annotation Software Market
    3.8 Mergers & Acquisitions, Expansion Plans
4 Data Annotation Software Breakdown Data by Type
    4.1 Global Data Annotation Software Historic Market Size by Type (2017-2022)
    4.2 Global Data Annotation Software Forecasted Market Size by Type (2023-2028)
5 Data Annotation Software Breakdown Data by Application
    5.1 Global Data Annotation Software Historic Market Size by Application (2017-2022)
    5.2 Global Data Annotation Software Forecasted Market Size by Application (2023-2028)
6 North America
    6.1 North America Data Annotation Software Market Size (2017-2028)
    6.2 North America Data Annotation Software Market Size by Country (2017-2022)
    6.3 North America Data Annotation Software Market Size by Country (2023-2028)
    6.4 United States
    6.5 Canada
7 Europe
    7.1 Europe Data Annotation Software Market Size (2017-2028)
    7.2 Europe Data Annotation Software Market Size by Country (2017-2022)
    7.3 Europe Data Annotation Software Market Size by Country (2023-2028)
    7.4 Germany
    7.5 France
    7.6 U.K.
    7.7 Italy
    7.8 Russia
    7.9 Nordic Countries
8 Asia-Pacific
    8.1 Asia-Pacific Data Annotation Software Market Size (2017-2028)
    8.2 Asia-Pacific Data Annotation Software Market Size by Country (2017-2022)
    8.3 Asia-Pacific Data Annotation Software Market Size by Country (2023-2028)
    8.4 China
    8.5 Japan
    8.6 South Korea
    8.7 Southeast Asia
    8.8 India
    8.9 Australia
9 Latin America
    9.1 Latin America Data Annotation Software Market Size (2017-2028)
    9.2 Latin America Data Annotation Software Market Size by Country (2017-2022)
    9.3 Latin America Data Annotation Software Market Size by Country (2023-2028)
    9.4 Mexico
    9.5 Brazil
10 Middle East & Africa
    10.1 Middle East & Africa Data Annotation Software Market Size (2017-2028)
    10.2 Middle East & Africa Data Annotation Software Market Size by Country (2017-2022)
    10.3 Middle East & Africa Data Annotation Software Market Size by Country (2023-2028)
    10.4 Turkey
    10.5 Saudi Arabia
    10.6 UAE
11 Key Players Profiles
    11.1 Appen Limited
        11.1.1 Appen Limited Company Detail
        11.1.2 Appen Limited Business Overview
        11.1.3 Appen Limited Data Annotation Software Introduction
        11.1.4 Appen Limited Revenue in Data Annotation Software Business (2017-2022)
        11.1.5 Appen Limited Recent Development
    11.2 CloudApp
        11.2.1 CloudApp Company Detail
        11.2.2 CloudApp Business Overview
        11.2.3 CloudApp Data Annotation Software Introduction
        11.2.4 CloudApp Revenue in Data Annotation Software Business (2017-2022)
        11.2.5 CloudApp Recent Development
    11.3 Cogito Tech LLC
        11.3.1 Cogito Tech LLC Company Detail
        11.3.2 Cogito Tech LLC Business Overview
        11.3.3 Cogito Tech LLC Data Annotation Software Introduction
        11.3.4 Cogito Tech LLC Revenue in Data Annotation Software Business (2017-2022)
        11.3.5 Cogito Tech LLC Recent Development
    11.4 Deep Systems
        11.4.1 Deep Systems Company Detail
        11.4.2 Deep Systems Business Overview
        11.4.3 Deep Systems Data Annotation Software Introduction
        11.4.4 Deep Systems Revenue in Data Annotation Software Business (2017-2022)
        11.4.5 Deep Systems Recent Development
    11.5 Labelbox
        11.5.1 Labelbox Company Detail
        11.5.2 Labelbox Business Overview
        11.5.3 Labelbox Data Annotation Software Introduction
        11.5.4 Labelbox Revenue in Data Annotation Software Business (2017-2022)
        11.5.5 Labelbox Recent Development
    11.6 LightTag
        11.6.1 LightTag Company Detail
        11.6.2 LightTag Business Overview
        11.6.3 LightTag Data Annotation Software Introduction
        11.6.4 LightTag Revenue in Data Annotation Software Business (2017-2022)
        11.6.5 LightTag Recent Development
    11.7 Kili Technology
        11.7.1 Kili Technology Company Detail
        11.7.2 Kili Technology Business Overview
        11.7.3 Kili Technology Data Annotation Software Introduction
        11.7.4 Kili Technology Revenue in Data Annotation Software Business (2017-2022)
        11.7.5 Kili Technology Recent Development
    11.8 DATAGYM
        11.8.1 DATAGYM Company Detail
        11.8.2 DATAGYM Business Overview
        11.8.3 DATAGYM Data Annotation Software Introduction
        11.8.4 DATAGYM Revenue in Data Annotation Software Business (2017-2022)
        11.8.5 DATAGYM Recent Development
    11.9 Playment Inc.
        11.9.1 Playment Inc. Company Detail
        11.9.2 Playment Inc. Business Overview
        11.9.3 Playment Inc. Data Annotation Software Introduction
        11.9.4 Playment Inc. Revenue in Data Annotation Software Business (2017-2022)
        11.9.5 Playment Inc. Recent Development
    11.10 CloudFactory Limited
        11.10.1 CloudFactory Limited Company Detail
        11.10.2 CloudFactory Limited Business Overview
        11.10.3 CloudFactory Limited Data Annotation Software Introduction
        11.10.4 CloudFactory Limited Revenue in Data Annotation Software Business (2017-2022)
        11.10.5 CloudFactory Limited Recent Development
    11.11 Explosion
        11.11.1 Explosion Company Detail
        11.11.2 Explosion Business Overview
        11.11.3 Explosion Data Annotation Software Introduction
        11.11.4 Explosion Revenue in Data Annotation Software Business (2017-2022)
        11.11.5 Explosion Recent Development
    11.12 Keylabs.ai LTD
        11.12.1 Keylabs.ai LTD Company Detail
        11.12.2 Keylabs.ai LTD Business Overview
        11.12.3 Keylabs.ai LTD Data Annotation Software Introduction
        11.12.4 Keylabs.ai LTD Revenue in Data Annotation Software Business (2017-2022)
        11.12.5 Keylabs.ai LTD Recent Development
    11.13 2OS
        11.13.1 2OS Company Detail
        11.13.2 2OS Business Overview
        11.13.3 2OS Data Annotation Software Introduction
        11.13.4 2OS Revenue in Data Annotation Software Business (2017-2022)
        11.13.5 2OS Recent Development
    11.14 Diffgram
        11.14.1 Diffgram Company Detail
        11.14.2 Diffgram Business Overview
        11.14.3 Diffgram Data Annotation Software Introduction
        11.14.4 Diffgram Revenue in Data Annotation Software Business (2017-2022)
        11.14.5 Diffgram Recent Development
    11.15 SuperAnnotate
        11.15.1 SuperAnnotate Company Detail
        11.15.2 SuperAnnotate Business Overview
        11.15.3 SuperAnnotate Data Annotation Software Introduction
        11.15.4 SuperAnnotate Revenue in Data Annotation Software Business (2017-2022)
        11.15.5 SuperAnnotate Recent Development
    11.16 Datasaur
        11.16.1 Datasaur Company Detail
        11.16.2 Datasaur Business Overview
        11.16.3 Datasaur Data Annotation Software Introduction
        11.16.4 Datasaur Revenue in Data Annotation Software Business (2017-2022)
        11.16.5 Datasaur 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 Data Annotation Software Market Size Growth Rate by Type (US$ Million): 2017 VS 2021 VS 2028
    Table 2. Key Players of Validation Attributes
    Table 3. Key Players of Display Attributes
    Table 4. Key Players of Data Modeling Attributes
    Table 5. Global Data Annotation Software Market Size Growth by Application (US$ Million): 2017 VS 2021 VS 2028
    Table 6. Global Data Annotation Software Market Size by Region (US$ Million): 2017 VS 2021 VS 2028
    Table 7. Global Data Annotation Software Market Size by Region (2017-2022) & (US$ Million)
    Table 8. Global Data Annotation Software Market Share by Region (2017-2022)
    Table 9. Global Data Annotation Software Forecasted Market Size by Region (2023-2028) & (US$ Million)
    Table 10. Global Data Annotation Software Market Share by Region (2023-2028)
    Table 11. Data Annotation Software Market Trends
    Table 12. Data Annotation Software Market Drivers
    Table 13. Data Annotation Software Market Challenges
    Table 14. Data Annotation Software Market Restraints
    Table 15. Global Data Annotation Software Revenue by Players (2017-2022) & (US$ Million)
    Table 16. Global Data Annotation Software Market Share by Players (2017-2022)
    Table 17. Global Top Data Annotation Software Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Data Annotation Software as of 2021)
    Table 18. Ranking of Global Top Data Annotation Software Companies by Revenue (US$ Million) in 2021
    Table 19. Global 5 Largest Players Market Share by Data Annotation Software Revenue (CR5 and HHI) & (2017-2022)
    Table 20. Key Players Headquarters and Area Served
    Table 21. Key Players Data Annotation Software Product Solution and Service
    Table 22. Date of Enter into Data Annotation Software Market
    Table 23. Mergers & Acquisitions, Expansion Plans
    Table 24. Global Data Annotation Software Market Size by Type (2017-2022) & (US$ Million)
    Table 25. Global Data Annotation Software Revenue Market Share by Type (2017-2022)
    Table 26. Global Data Annotation Software Forecasted Market Size by Type (2023-2028) & (US$ Million)
    Table 27. Global Data Annotation Software Revenue Market Share by Type (2023-2028)
    Table 28. Global Data Annotation Software Market Size by Application (2017-2022) & (US$ Million)
    Table 29. Global Data Annotation Software Revenue Market Share by Application (2017-2022)
    Table 30. Global Data Annotation Software Forecasted Market Size by Application (2023-2028) & (US$ Million)
    Table 31. Global Data Annotation Software Revenue Market Share by Application (2023-2028)
    Table 32. North America Data Annotation Software Market Size by Country (2017-2022) & (US$ Million)
    Table 33. North America Data Annotation Software Market Size by Country (2023-2028) & (US$ Million)
    Table 34. Europe Data Annotation Software Market Size by Country (2017-2022) & (US$ Million)
    Table 35. Europe Data Annotation Software Market Size by Country (2023-2028) & (US$ Million)
    Table 36. Asia-Pacific Data Annotation Software Market Size by Region (2017-2022) & (US$ Million)
    Table 37. Asia-Pacific Data Annotation Software Market Size by Region (2023-2028) & (US$ Million)
    Table 38. Latin America Data Annotation Software Market Size by Country (2017-2022) & (US$ Million)
    Table 39. Latin America Data Annotation Software Market Size by Country (2023-2028) & (US$ Million)
    Table 40. Middle East & Africa Data Annotation Software Market Size by Country (2017-2022) & (US$ Million)
    Table 41. Middle East & Africa Data Annotation Software Market Size by Country (2023-2028) & (US$ Million)
    Table 42. Appen Limited Company Detail
    Table 43. Appen Limited Business Overview
    Table 44. Appen Limited Data Annotation Software Product
    Table 45. Appen Limited Revenue in Data Annotation Software Business (2017-2022) & (US$ Million)
    Table 46. Appen Limited Recent Development
    Table 47. CloudApp Company Detail
    Table 48. CloudApp Business Overview
    Table 49. CloudApp Data Annotation Software Product
    Table 50. CloudApp Revenue in Data Annotation Software Business (2017-2022) & (US$ Million)
    Table 51. CloudApp Recent Development
    Table 52. Cogito Tech LLC Company Detail
    Table 53. Cogito Tech LLC Business Overview
    Table 54. Cogito Tech LLC Data Annotation Software Product
    Table 55. Cogito Tech LLC Revenue in Data Annotation Software Business (2017-2022) & (US$ Million)
    Table 56. Cogito Tech LLC Recent Development
    Table 57. Deep Systems Company Detail
    Table 58. Deep Systems Business Overview
    Table 59. Deep Systems Data Annotation Software Product
    Table 60. Deep Systems Revenue in Data Annotation Software Business (2017-2022) & (US$ Million)
    Table 61. Deep Systems Recent Development
    Table 62. Labelbox Company Detail
    Table 63. Labelbox Business Overview
    Table 64. Labelbox Data Annotation Software Product
    Table 65. Labelbox Revenue in Data Annotation Software Business (2017-2022) & (US$ Million)
    Table 66. Labelbox Recent Development
    Table 67. LightTag Company Detail
    Table 68. LightTag Business Overview
    Table 69. LightTag Data Annotation Software Product
    Table 70. LightTag Revenue in Data Annotation Software Business (2017-2022) & (US$ Million)
    Table 71. LightTag Recent Development
    Table 72. Kili Technology Company Detail
    Table 73. Kili Technology Business Overview
    Table 74. Kili Technology Data Annotation Software Product
    Table 75. Kili Technology Revenue in Data Annotation Software Business (2017-2022) & (US$ Million)
    Table 76. Kili Technology Recent Development
    Table 77. DATAGYM Company Detail
    Table 78. DATAGYM Business Overview
    Table 79. DATAGYM Data Annotation Software Product
    Table 80. DATAGYM Revenue in Data Annotation Software Business (2017-2022) & (US$ Million)
    Table 81. DATAGYM Recent Development
    Table 82. Playment Inc. Company Detail
    Table 83. Playment Inc. Business Overview
    Table 84. Playment Inc. Data Annotation Software Product
    Table 85. Playment Inc. Revenue in Data Annotation Software Business (2017-2022) & (US$ Million)
    Table 86. Playment Inc. Recent Development
    Table 87. CloudFactory Limited Company Detail
    Table 88. CloudFactory Limited Business Overview
    Table 89. CloudFactory Limited Data Annotation Software Product
    Table 90. CloudFactory Limited Revenue in Data Annotation Software Business (2017-2022) & (US$ Million)
    Table 91. CloudFactory Limited Recent Development
    Table 92. Explosion Company Detail
    Table 93. Explosion Business Overview
    Table 94. Explosion Data Annotation SoftwareProduct
    Table 95. Explosion Revenue in Data Annotation Software Business (2017-2022) & (US$ Million)
    Table 96. Explosion Recent Development
    Table 97. Keylabs.ai LTD Company Detail
    Table 98. Keylabs.ai LTD Business Overview
    Table 99. Keylabs.ai LTD Data Annotation SoftwareProduct
    Table 100. Keylabs.ai LTD Revenue in Data Annotation Software Business (2017-2022) & (US$ Million)
    Table 101. Keylabs.ai LTD Recent Development
    Table 102. 2OS Company Detail
    Table 103. 2OS Business Overview
    Table 104. 2OS Data Annotation SoftwareProduct
    Table 105. 2OS Revenue in Data Annotation Software Business (2017-2022) & (US$ Million)
    Table 106. 2OS Recent Development
    Table 107. Diffgram Company Detail
    Table 108. Diffgram Business Overview
    Table 109. Diffgram Data Annotation SoftwareProduct
    Table 110. Diffgram Revenue in Data Annotation Software Business (2017-2022) & (US$ Million)
    Table 111. Diffgram Recent Development
    Table 112. SuperAnnotate Company Detail
    Table 113. SuperAnnotate Business Overview
    Table 114. SuperAnnotate Data Annotation SoftwareProduct
    Table 115. SuperAnnotate Revenue in Data Annotation Software Business (2017-2022) & (US$ Million)
    Table 116. SuperAnnotate Recent Development
    Table 117. Datasaur Company Detail
    Table 118. Datasaur Business Overview
    Table 119. Datasaur Data Annotation SoftwareProduct
    Table 120. Datasaur Revenue in Data Annotation Software Business (2017-2022) & (US$ Million)
    Table 121. Datasaur Recent Development
    Table 122. Research Programs/Design for This Report
    Table 123. Key Data Information from Secondary Sources
    Table 124. Key Data Information from Primary Sources
List of Figures
    Figure 1. Global Data Annotation Software Market Share by Type: 2021 VS 2028
    Figure 2. Validation Attributes Features
    Figure 3. Display Attributes Features
    Figure 4. Data Modeling Attributes Features
    Figure 5. Global Data Annotation Software Market Share by Application in 2021 & 2028
    Figure 6. Semantic Annotation Case Studies
    Figure 7. Image Annotation Case Studies
    Figure 8. Video Annotation Case Studies
    Figure 9. Text Categorization Case Studies
    Figure 10. Entity Annotation Case Studies
    Figure 11. Others Case Studies
    Figure 12. Data Annotation Software Report Years Considered
    Figure 13. Global Data Annotation Software Market Size (US$ Million), Year-over-Year: 2017-2028
    Figure 14. Global Data Annotation Software Market Size, (US$ Million), 2017 VS 2021 VS 2028
    Figure 15. Global Data Annotation Software Market Share by Region: 2021 VS 2028
    Figure 16. Global Data Annotation Software Market Share by Players in 2021
    Figure 17. Global Top Data Annotation Software Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Data Annotation Software as of 2021)
    Figure 18. The Top 10 and 5 Players Market Share by Data Annotation Software Revenue in 2021
    Figure 19. North America Data Annotation Software Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 20. North America Data Annotation Software Market Share by Country (2017-2028)
    Figure 21. United States Data Annotation Software Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 22. Canada Data Annotation Software Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 23. Europe Data Annotation Software Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 24. Europe Data Annotation Software Market Share by Country (2017-2028)
    Figure 25. Germany Data Annotation Software Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 26. France Data Annotation Software Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 27. U.K. Data Annotation Software Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 28. Italy Data Annotation Software Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 29. Russia Data Annotation Software Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 30. Nordic Countries Data Annotation Software Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 31. Asia-Pacific Data Annotation Software Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 32. Asia-Pacific Data Annotation Software Market Share by Region (2017-2028)
    Figure 33. China Data Annotation Software Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 34. Japan Data Annotation Software Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 35. South Korea Data Annotation Software Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 36. Southeast Asia Data Annotation Software Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 37. India Data Annotation Software Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 38. Australia Data Annotation Software Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 39. Latin America Data Annotation Software Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 40. Latin America Data Annotation Software Market Share by Country (2017-2028)
    Figure 41. Mexico Data Annotation Software Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 42. Brazil Data Annotation Software Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 43. Middle East & Africa Data Annotation Software Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 44. Middle East & Africa Data Annotation Software Market Share by Country (2017-2028)
    Figure 45. Turkey Data Annotation Software Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 46. Saudi Arabia Data Annotation Software Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 47. Appen Limited Revenue Growth Rate in Data Annotation Software Business (2017-2022)
    Figure 48. CloudApp Revenue Growth Rate in Data Annotation Software Business (2017-2022)
    Figure 49. Cogito Tech LLC Revenue Growth Rate in Data Annotation Software Business (2017-2022)
    Figure 50. Deep Systems Revenue Growth Rate in Data Annotation Software Business (2017-2022)
    Figure 51. Labelbox Revenue Growth Rate in Data Annotation Software Business (2017-2022)
    Figure 52. LightTag Revenue Growth Rate in Data Annotation Software Business (2017-2022)
    Figure 53. Kili Technology Revenue Growth Rate in Data Annotation Software Business (2017-2022)
    Figure 54. DATAGYM Revenue Growth Rate in Data Annotation Software Business (2017-2022)
    Figure 55. Playment Inc. Revenue Growth Rate in Data Annotation Software Business (2017-2022)
    Figure 56. CloudFactory Limited Revenue Growth Rate in Data Annotation Software Business (2017-2022)
    Figure 57. Explosion Revenue Growth Rate in Data Annotation Software Business (2017-2022)
    Figure 58. Keylabs.ai LTD Revenue Growth Rate in Data Annotation Software Business (2017-2022)
    Figure 59. 2OS Revenue Growth Rate in Data Annotation Software Business (2017-2022)
    Figure 60. Diffgram Revenue Growth Rate in Data Annotation Software Business (2017-2022)
    Figure 61. SuperAnnotate Revenue Growth Rate in Data Annotation Software Business (2017-2022)
    Figure 62. Datasaur Revenue Growth Rate in Data Annotation Software Business (2017-2022)
    Figure 63. Bottom-up and Top-down Approaches for This Report
    Figure 64. Data Triangulation
    Figure 65. Key Executives Interviewed