1 Scope of the Report

1.1 Market Introduction

1.2 Years Considered

1.3 Research Objectives

1.4 Market Research Methodology

1.5 Research Process and Data Source

1.6 Economic Indicators

1.7 Currency Considered

2 Executive Summary

2.1 World Market Overview

2.1.1 Global Data Collection and Labelling Market Size 2016-2026

2.1.2 Data Collection and Labelling Market Size CAGR by Region 2020 VS 2021 VS 2026

2.2 Data Collection and Labelling Segment by Type

2.2.1 Text

2.2.2 Text

2.2.3 Audio

2.3 Data Collection and Labelling Market Size by Type

2.3.1 Global Data Collection and Labelling Market Size CAGR by Type

2.3.2 Global Data Collection and Labelling Market Size Market Share by Type (2016-2021)

2.4 Data Collection and Labelling Segment by Application

2.4.1 IT

2.4.2 Government

2.4.3 Automotive

2.4.4 BFSI

2.4.5 Healthcare

2.4.6 Retail and E-commerce

2.4.7 Others

2.5 Data Collection and Labelling Market Size by Application

2.5.1 Global Data Collection and Labelling Market Size CAGR by Application

2.5.2 Global Data Collection and Labelling Market Size Market Share by Application (2016-2021)

3 Data Collection and Labelling Market Size by Players

3.1 Data Collection and Labelling Market Size Market Share by Players

3.1.1 Global Data Collection and Labelling Revenue by Players (2019-2021E)

3.1.2 Global Data Collection and Labelling Revenue Market Share by Players (2019-2021E)

3.2 Global Data Collection and Labelling Key Players Head office and Products Offered

3.3 Market Concentration Rate Analysis

3.3.1 Competition Landscape Analysis

3.3.2 Concentration Ratio (CR3, CR5 and CR10) (2019-2021E)

3.4 New Products and Potential Entrants

3.5 Mergers & Acquisitions, Expansion

4 Data Collection and Labelling by Regions

4.1 Data Collection and Labelling Market Size by Regions (2016-2021)

4.2 Americas Data Collection and Labelling Market Size Growth (2016-2021)

4.3 APAC Data Collection and Labelling Market Size Growth (2016-2021)

4.4 Europe Data Collection and Labelling Market Size Growth (2016-2021)

4.5 Middle East & Africa Data Collection and Labelling Market Size Growth (2016-2021)

5 Americas

5.1 Americas Data Collection and Labelling Market Size by Country (2016-2021)

5.2 Americas Data Collection and Labelling Market Size by Type (2016-2021)

5.3 Americas Data Collection and Labelling Market Size by Application (2016-2021)

5.4 United States

5.5 Canada

5.6 Mexico

5.7 Brazil

6 APAC

6.1 APAC Data Collection and Labelling Market Size by Region (2016-2021)

6.2 APAC Data Collection and Labelling Market Size by Type (2016-2021)

6.3 APAC Data Collection and Labelling Market Size by Application (2016-2021)

6.4 China

6.5 Japan

6.6 Korea

6.7 Southeast Asia

6.8 India

6.9 Australia

7 Europe

7.1 Europe Data Collection and Labelling by Country (2016-2021)

7.2 Europe Data Collection and Labelling Market Size by Type (2016-2021)

7.3 Europe Data Collection and Labelling Market Size by Application (2016-2021)

7.4 Germany

7.5 France

7.6 UK

7.7 Italy

7.8 Russia

8 Middle East & Africa

8.1 Middle East & Africa Data Collection and Labelling by Region (2016-2021)

8.2 Middle East & Africa Data Collection and Labelling Market Size by Type (2016-2021)

8.3 Middle East & Africa Data Collection and Labelling Market Size by Application (2016-2021)

8.4 Egypt

8.5 South Africa

8.6 Israel

8.7 Turkey

8.8 GCC Countries

9 Market Drivers, Challenges and Trends

9.1 Market Drivers and Impact

9.1.1 Growing Demand from Key Regions

9.1.2 Growing Demand from Key Applications and Potential Industries

9.2 Market Challenges and Impact

9.3 Market Trends

10 Global Data Collection and Labelling Market Forecast

10.1 Global Data Collection and Labelling Forecast by Regions (2021-2026)

10.1.1 Global Data Collection and Labelling Forecast by Regions (2021-2026)

10.1.2 Americas Data Collection and Labelling Forecast

10.1.3 APAC Data Collection and Labelling Forecast

10.1.4 Europe Data Collection and Labelling Forecast

10.1.5 Middle East & Africa Data Collection and Labelling Forecast

10.2 Americas Data Collection and Labelling Forecast by Countries (2021-2026)

10.2.1 United States Data Collection and Labelling Market Forecast

10.2.2 Canada Data Collection and Labelling Market Forecast

10.2.3 Mexico Data Collection and Labelling Market Forecast

10.2.4 Brazil Data Collection and Labelling Market Forecast

10.3 APAC Data Collection and Labelling Forecast by Region (2021-2026)

10.3.1 China Data Collection and Labelling Market Forecast

10.3.2 Japan Data Collection and Labelling Market Forecast

10.3.3 Korea Data Collection and Labelling Market Forecast

10.3.4 Southeast Asia Data Collection and Labelling Market Forecast

10.3.5 India Data Collection and Labelling Market Forecast

10.3.6 Australia Data Collection and Labelling Market Forecast

10.4 Europe Data Collection and Labelling Forecast by Country (2021-2026)

10.4.1 Germany Data Collection and Labelling Market Forecast

10.4.2 France Data Collection and Labelling Market Forecast

10.4.3 UK Data Collection and Labelling Market Forecast

10.4.4 Italy Data Collection and Labelling Market Forecast

10.4.5 Russia Data Collection and Labelling Market Forecast

10.5 Middle East & Africa Data Collection and Labelling Forecast by Region (2021-2026)

10.5.1 Egypt Data Collection and Labelling Market Forecast

10.5.2 South Africa Data Collection and Labelling Market Forecast

10.5.3 Israel Data Collection and Labelling Market Forecast

10.5.4 Turkey Data Collection and Labelling Market Forecast

10.5.5 GCC Countries Data Collection and Labelling Market Forecast

10.6 Global Data Collection and Labelling Forecast by Type (2021-2026)

10.8 Global Data Collection and Labelling Forecast by Application (2021-2026)

11 Key Players Analysis

11.1 Reality AI

11.1.1 Reality AI Company Information

11.1.2 Reality AI Data Collection and Labelling Product Offered

11.1.3 Reality AI Data Collection and Labelling Revenue, Gross Margin and Market Share (2019-2021)

11.1.4 Reality AI Main Business Overview

11.1.5 Reality AI Latest Developments

11.2 Global Technology Solutions

11.2.1 Global Technology Solutions Company Information

11.2.2 Global Technology Solutions Data Collection and Labelling Product Offered

11.2.3 Global Technology Solutions Data Collection and Labelling Revenue, Gross Margin and Market Share (2019-2021)

11.2.4 Global Technology Solutions Main Business Overview

11.2.5 Global Technology Solutions Latest Developments

11.3 Globalme Localization

11.3.1 Globalme Localization Company Information

11.3.2 Globalme Localization Data Collection and Labelling Product Offered

11.3.3 Globalme Localization Data Collection and Labelling Revenue, Gross Margin and Market Share (2019-2021)

11.3.4 Globalme Localization Main Business Overview

11.3.5 Globalme Localization Latest Developments

11.4 Alegion

11.4.1 Alegion Company Information

11.4.2 Alegion Data Collection and Labelling Product Offered

11.4.3 Alegion Data Collection and Labelling Revenue, Gross Margin and Market Share (2019-2021)

11.4.4 Alegion Main Business Overview

11.4.5 Alegion Latest Developments

11.5 Dobility

11.5.1 Dobility Company Information

11.5.2 Dobility Data Collection and Labelling Product Offered

11.5.3 Dobility Data Collection and Labelling Revenue, Gross Margin and Market Share (2019-2021)

11.5.4 Dobility Main Business Overview

11.5.5 Dobility Latest Developments

11.6 Labelbox

11.6.1 Labelbox Company Information

11.6.2 Labelbox Data Collection and Labelling Product Offered

11.6.3 Labelbox Data Collection and Labelling Revenue, Gross Margin and Market Share (2019-2021)

11.6.4 Labelbox Main Business Overview

11.6.5 Labelbox Latest Developments

11.7 Scale AI

11.7.1 Scale AI Company Information

11.7.2 Scale AI Data Collection and Labelling Product Offered

11.7.3 Scale AI Data Collection and Labelling Revenue, Gross Margin and Market Share (2019-2021)

11.7.4 Scale AI Main Business Overview

11.7.5 Scale AI Latest Developments

11.8 Trilldata Technologies

11.8.1 Trilldata Technologies Company Information

11.8.2 Trilldata Technologies Data Collection and Labelling Product Offered

11.8.3 Trilldata Technologies Data Collection and Labelling Revenue, Gross Margin and Market Share (2019-2021)

11.8.4 Trilldata Technologies Main Business Overview

11.8.5 Trilldata Technologies Latest Developments

11.9 Playment

11.9.1 Playment Company Information

11.9.2 Playment Data Collection and Labelling Product Offered

11.9.3 Playment Data Collection and Labelling Revenue, Gross Margin and Market Share (2019-2021)

11.9.4 Playment Main Business Overview

11.9.5 Playment Latest Developments

12 Research Findings and Conclusion

List of Tables

Table 1. Data Collection and Labelling Market Size CAGR by Region (2020-2026) & ($ Millions)

Table 2. Major Players of Text

Table 3. Major Players of Image or Video

Table 4. Major Players of Audio

Table 5. Data Collection and Labelling Market Size CAGR by Type (2020-2026) & ($ Millions)

Table 6. Global Data Collection and Labelling Market Size by Type (2016-2021) & ($ Millions)

Table 7. Global Data Collection and Labelling Market Size Market Share by Type (2016-2021)

Table 8. Data Collection and Labelling Market Size CAGR by Application (2016-2021) & ($ Millions)

Table 9. Global Data Collection and Labelling Market Size by Application (2016-2021) & ($ Millions)

Table 10. Global Data Collection and Labelling Market Size Market Share by Application (2016-2021)

Table 11. Global Data Collection and Labelling Revenue by Players (2019-2021E) & ($ Millions)

Table 12. Global Data Collection and Labelling Revenue Market Share by Players (2019-2021E)

Table 13. Data Collection and Labelling Key Players Head office and Products Offered

Table 14. Data Collection and Labelling Concentration Ratio (CR3, CR5 and CR10) & (2019-2021E)

Table 15. New Products and Potential Entrants

Table 16. Mergers & Acquisitions, Expansion

Table 17. Global Data Collection and Labelling Market Size by Regions 2016-2021 & ($ Millions)

Table 18. Global Data Collection and Labelling Market Size Market Share by Regions 2016-2021

Table 19. Americas Data Collection and Labelling Market Size by Country (2016-2021) & ($ Millions)

Table 20. Americas Data Collection and Labelling Market Size Market Share by Country (2016-2021)

Table 21. Americas Data Collection and Labelling Market Size by Type (2016-2021) & ($ Millions)

Table 22. Americas Data Collection and Labelling Market Size Market Share by Type (2016-2021)

Table 23. Americas Data Collection and Labelling Market Size by Application (2016-2021) & ($ Millions)

Table 24. Americas Data Collection and Labelling Market Size Market Share by Application (2016-2021)

Table 25. APAC Data Collection and Labelling Market Size by Region (2016-2021) & ($ Millions)

Table 26. APAC Data Collection and Labelling Market Size Market Share by Region (2016-2021)

Table 27. APAC Data Collection and Labelling Market Size by Type (2016-2021) & ($ Millions)

Table 28. APAC Data Collection and Labelling Market Size Market Share by Type (2016-2021)

Table 29. APAC Data Collection and Labelling Market Size by Application (2016-2021) & ($ Millions)

Table 30. APAC Data Collection and Labelling Market Size Market Share by Application (2016-2021)

Table 31. Europe Data Collection and Labelling Market Size by Country (2016-2021) & ($ Millions)

Table 32. Europe Data Collection and Labelling Market Size Market Share by Country (2016-2021)

Table 33. Europe Data Collection and Labelling Market Size by Type (2016-2021) & ($ Millions)

Table 34. Europe Data Collection and Labelling Market Size Market Share by Type (2016-2021)

Table 35. Europe Data Collection and Labelling Market Size by Application (2016-2021) & ($ Millions)

Table 36. Europe Data Collection and Labelling Market Size Market Share by Application (2016-2021)

Table 37. Middle East & Africa Data Collection and Labelling Market Size by Region (2016-2021) & ($ Millions)

Table 38. Middle East & Africa Data Collection and Labelling Market Size Market Share by Region (2016-2021)

Table 39. Middle East & Africa Data Collection and Labelling Market Size by Type (2016-2021) & ($ Millions)

Table 40. Middle East & Africa Data Collection and Labelling Market Size Market Share by Type (2016-2021)

Table 41. Middle East & Africa Data Collection and Labelling Market Size by Application (2016-2021) & ($ Millions)

Table 42. Middle East & Africa Data Collection and Labelling Market Size Market Share by Application (2016-2021)

Table 43. Key and Potential Regions of Data Collection and Labelling

Table 44. Key Application and Potential Industries of Data Collection and Labelling

Table 45. Key Challenges of Data Collection and Labelling

Table 46. Key Trends of Data Collection and Labelling

Table 47. Global Data Collection and Labelling Market Size Forecast by Regions (2021-2026) & ($ Millions)

Table 48. Global Data Collection and Labelling Market Size Market Share Forecast by Regions (2021-2026)

Table 49. Global Data Collection and Labelling Market Size Forecast by Type (2021-2026) & ($ Millions)

Table 50. Global Data Collection and Labelling Market Size Market Share Forecast by Type (2021-2026)

Table 51. Global Data Collection and Labelling Market Size Forecast by Application (2021-2026) & ($ Millions)

Table 52. Global Data Collection and Labelling Market Size Market Share Forecast by Application (2021-2026)

Table 53. Reality AI Details, Company Type, Data Collection and Labelling Area Served and Its Competitors

Table 54. Reality AI Data Collection and Labelling Product Offered

Table 55. Reality AI Data Collection and Labelling Revenue ($ million), Gross Margin and Market Share (2019-2021E)

Table 56. Reality AI Main Business

Table 57. Reality AI Latest Developments

Table 58. Global Technology Solutions Details, Company Type, Data Collection and Labelling Area Served and Its Competitors

Table 59. Global Technology Solutions Data Collection and Labelling Product Offered

Table 60. Global Technology Solutions Main Business

Table 61. Global Technology Solutions Data Collection and Labelling Revenue ($ million), Gross Margin and Market Share (2019-2021E)

Table 62. Global Technology Solutions Latest Developments

Table 63. Globalme Localization Details, Company Type, Data Collection and Labelling Area Served and Its Competitors

Table 64. Globalme Localization Data Collection and Labelling Product Offered

Table 65. Globalme Localization Main Business

Table 66. Globalme Localization Data Collection and Labelling Revenue ($ million), Gross Margin and Market Share (2019-2021E)

Table 67. Globalme Localization Latest Developments

Table 68. Alegion Details, Company Type, Data Collection and Labelling Area Served and Its Competitors

Table 69. Alegion Data Collection and Labelling Product Offered

Table 70. Alegion Main Business

Table 71. Alegion Data Collection and Labelling Revenue ($ million), Gross Margin and Market Share (2019-2021E)

Table 72. Alegion Latest Developments

Table 73. Dobility Details, Company Type, Data Collection and Labelling Area Served and Its Competitors

Table 74. Dobility Data Collection and Labelling Product Offered

Table 75. Dobility Main Business

Table 76. Dobility Data Collection and Labelling Revenue ($ million), Gross Margin and Market Share (2019-2021E)

Table 77. Dobility Latest Developments

Table 78. Labelbox Details, Company Type, Data Collection and Labelling Area Served and Its Competitors

Table 79. Labelbox Data Collection and Labelling Product Offered

Table 80. Labelbox Main Business

Table 81. Labelbox Data Collection and Labelling Revenue ($ million), Gross Margin and Market Share (2019-2021E)

Table 82. Labelbox Latest Developments

Table 83. Scale AI Details, Company Type, Data Collection and Labelling Area Served and Its Competitors

Table 84. Scale AI Data Collection and Labelling Product Offered

Table 85. Scale AI Main Business

Table 86. Scale AI Data Collection and Labelling Revenue ($ million), Gross Margin and Market Share (2019-2021E)

Table 87. Scale AI Latest Developments

Table 88. Trilldata Technologies Details, Company Type, Data Collection and Labelling Area Served and Its Competitors

Table 89. Trilldata Technologies Data Collection and Labelling Product Offered

Table 90. Trilldata Technologies Main Business

Table 91. Trilldata Technologies Data Collection and Labelling Revenue ($ million), Gross Margin and Market Share (2019-2021E)

Table 92. Trilldata Technologies Latest Developments

Table 93. Playment Details, Company Type, Data Collection and Labelling Area Served and Its Competitors

Table 94. Playment Data Collection and Labelling Product Offered

Table 95. Playment Main Business

Table 96. Playment Data Collection and Labelling Revenue ($ million), Gross Margin and Market Share (2019-2021E)

Table 97. Playment Latest Developments

List of Figures

Figure 1. Data Collection and Labelling Report Years Considered

Figure 2. Research Objectives

Figure 3. Research Methodology

Figure 4. Research Process and Data Source

Figure 5. Global Data Collection and Labelling Market Size Growth Rate 2016-2026 ($ Millions)

Figure 6. Global Data Collection and Labelling Market Size Market Share by Type in 2020

Figure 7. Data Collection and Labelling in IT

Figure 8. Global Data Collection and Labelling Market: IT (2016-2021) & ($ Millions)

Figure 9. Data Collection and Labelling in Government

Figure 10. Global Data Collection and Labelling Market: Government (2016-2021) & ($ Millions)

Figure 11. Data Collection and Labelling in Automotive

Figure 12. Global Data Collection and Labelling Market: Automotive (2016-2021) & ($ Millions)

Figure 13. Data Collection and Labelling in BFSI

Figure 14. Global Data Collection and Labelling Market: BFSI (2016-2021) & ($ Millions)

Figure 15. Data Collection and Labelling in Healthcare

Figure 16. Global Data Collection and Labelling Market: Healthcare (2016-2021) & ($ Millions)

Figure 17. Data Collection and Labelling in Retail and E-commerce

Figure 18. Global Data Collection and Labelling Market: Retail and E-commerce (2016-2021) & ($ Millions)

Figure 19. Data Collection and Labelling in Others

Figure 20. Global Data Collection and Labelling Market: Others (2016-2021) & ($ Millions)

Figure 21. Global Data Collection and Labelling Market Size Market Share by Application in 2020

Figure 22. Global Data Collection and Labelling Revenue Market Share by Player in 2020

Figure 23. Global Data Collection and Labelling Market Size Market Share by Regions (2016-2021)

Figure 24. Americas Data Collection and Labelling Market Size 2016-2021 ($ Millions)

Figure 25. APAC Data Collection and Labelling Market Size 2016-2021 ($ Millions)

Figure 26. Europe Data Collection and Labelling Market Size 2016-2021 ($ Millions)

Figure 27. Middle East & Africa Data Collection and Labelling Market Size 2016-2021 ($ Millions)

Figure 28. Americas Data Collection and Labelling Market Size Market Share by Country in 2020

Figure 29. Americas Data Collection and Labelling Market Size Market Share by Type in 2020

Figure 30. Americas Data Collection and Labelling Market Size Market Share by Application in 2020

Figure 31. United States Data Collection and Labelling Market Size Growth 2016-2021 ($ Millions)

Figure 32. Canada Data Collection and Labelling Market Size Growth 2016-2021 ($ Millions)

Figure 33. Mexico Data Collection and Labelling Market Size Growth 2016-2021 ($ Millions)

Figure 34. APAC Data Collection and Labelling Market Size Market Share by Regions in 2020

Figure 35. APAC Data Collection and Labelling Market Size Market Share by Type in 2020

Figure 36. APAC Data Collection and Labelling Market Size Market Share by Application in 2020

Figure 37. China Data Collection and Labelling Market Size Growth 2016-2021 ($ Millions)

Figure 38. Japan Data Collection and Labelling Market Size Growth 2016-2021 ($ Millions)

Figure 39. Korea Data Collection and Labelling Market Size Growth 2016-2021 ($ Millions)

Figure 40. Southeast Asia Data Collection and Labelling Market Size Growth 2016-2021 ($ Millions)

Figure 41. India Data Collection and Labelling Market Size Growth 2016-2021 ($ Millions)

Figure 42. Australia Data Collection and Labelling Market Size Growth 2016-2021 ($ Millions)

Figure 43. Europe Data Collection and Labelling Market Size Market Share by Country in 2020

Figure 44. Europe Data Collection and Labelling Market Size Market Share by Type in 2020

Figure 45. Europe Data Collection and Labelling Market Size Market Share by Application in 2020

Figure 46. Germany Data Collection and Labelling Market Size Growth 2016-2021 ($ Millions)

Figure 47. France Data Collection and Labelling Market Size Growth 2016-2021 ($ Millions)

Figure 48. UK Data Collection and Labelling Market Size Growth 2016-2021 ($ Millions)

Figure 49. Italy Data Collection and Labelling Market Size Growth 2016-2021 ($ Millions)

Figure 50. Russia Data Collection and Labelling Market Size Growth 2016-2021 ($ Millions)

Figure 51. Middle East & Africa Data Collection and Labelling Market Size Market Share by Region in 2020

Figure 52. Middle East & Africa Data Collection and Labelling Market Size Market Share by Type in 2020

Figure 53. Middle East & Africa Data Collection and Labelling Market Size Market Share by Application in 2020

Figure 54. Egypt Data Collection and Labelling Market Size Growth 2016-2021 ($ Millions)

Figure 55. South Africa Data Collection and Labelling Market Size Growth 2016-2021 ($ Millions)

Figure 56. Israel Data Collection and Labelling Market Size Growth 2016-2021 ($ Millions)

Figure 57. Turkey Data Collection and Labelling Market Size Growth 2016-2021 ($ Millions)

Figure 58. GCC Country Data Collection and Labelling Market Size Growth 2016-2021 ($ Millions)

Figure 59. Americas Data Collection and Labelling Market Size 2021-2026 ($ Millions)

Figure 60. APAC Data Collection and Labelling Market Size 2021-2026 ($ Millions)

Figure 61. Europe Data Collection and Labelling Market Size 2021-2026 ($ Millions)

Figure 62. Middle East & Africa Data Collection and Labelling Market Size 2021-2026 ($ Millions)

Figure 63. United States Data Collection and Labelling Market Size 2021-2026 ($ Millions)

Figure 64. Canada Data Collection and Labelling Market Size 2021-2026 ($ Millions)

Figure 65. Mexico Data Collection and Labelling Market Size 2021-2026 ($ Millions)

Figure 66. Brazil Data Collection and Labelling Market Size 2021-2026 ($ Millions)

Figure 67. China Data Collection and Labelling Market Size 2021-2026 ($ Millions)

Figure 68. Japan Data Collection and Labelling Market Size 2021-2026 ($ Millions)

Figure 69. Korea Data Collection and Labelling Market Size 2021-2026 ($ Millions)

Figure 70. Southeast Asia Data Collection and Labelling Market Size 2021-2026 ($ Millions)

Figure 71. India Data Collection and Labelling Market Size 2021-2026 ($ Millions)

Figure 72. Australia Data Collection and Labelling Market Size 2021-2026 ($ Millions)

Figure 73. Germany Data Collection and Labelling Market Size 2021-2026 ($ Millions)

Figure 74. France Data Collection and Labelling Market Size 2021-2026 ($ Millions)

Figure 75. UK Data Collection and Labelling Market Size 2021-2026 ($ Millions)

Figure 76. Italy Data Collection and Labelling Market Size 2021-2026 ($ Millions)

Figure 77. Russia Data Collection and Labelling Market Size 2021-2026 ($ Millions)

Figure 78. Spain Data Collection and Labelling Market Size 2021-2026 ($ Millions)

Figure 79. Egypt Data Collection and Labelling Market Size 2021-2026 ($ Millions)

Figure 80. South Africa Data Collection and Labelling Market Size 2021-2026 ($ Millions)

Figure 81. Israel Data Collection and Labelling Market Size 2021-2026 ($ Millions)

Figure 82. Turkey Data Collection and Labelling Market Size 2021-2026 ($ Millions)

Figure 83. GCC Country Data Collection and Labelling Market Size 2021-2026 ($ Millions)