Global AI Training Data Market 2021 by Company, Regions, Type and Application, Forecast to 2026

Publisher Name :
Date: 19-Jul-2021
No. of pages: 108

The AI Training Data market report provides a detailed analysis of global market size, regional and country-level market size, segmentation market growth, market share, competitive Landscape, sales analysis, impact of domestic and global market players, value chain optimization, trade regulations, recent developments, opportunities analysis, strategic market growth analysis, product launches, area marketplace expanding, and technological innovations.

According to our latest research, the global AI Training Data size is estimated to be USD xx million in 2026 from USD xx million in 2020, with a change XX% between 2020 and 2021. The global AI Training Data market size is expected to grow at a CAGR of xx% for the next five years.

Market segmentation

AI Training Data market is split by Type and by Application. For the period 2016-2026, the growth among segments provide accurate calculations and forecasts for revenue by Type and by Application. This analysis can help you expand your business by targeting qualified niche markets.

Market segment by Type, covers

- Text

- Image/Video

- Audio

Market segment by Application, can be divided into

- IT

- Automotive

- Government

- Healthcare

- BFSI

- Retail & E-commerce

- Others

Market segment by players, this report covers

- Google, LLC (Kaggle)

- Appen Limited

- Cogito Tech LLC

- Lionbridge Technologies, Inc.

- Amazon Web Services, Inc.

- Microsoft Corporation

- Scale AI, Inc.

- Samasource Inc.

- Alegion

- Deep Vision Data

Market segment by regions, regional analysis covers

- North America (United States, Canada, and Mexico)

- Europe (Germany, France, UK, Russia, Italy, and Rest of Europe)

- Asia-Pacific (China, Japan, South Korea, India, Southeast Asia, Australia, and Rest of Asia-Pacific)

- South America (Brazil, Argentina, Rest of South America)

- Middle East & Africa (Turkey, Saudi Arabia, UAE, Rest of Middle East & Africa)

Global AI Training Data Market 2021 by Company, Regions, Type and Application, Forecast to 2026

Table of Contents

1 Market Overview
1.1 Product Overview and Scope of AI Training Data
1.2 Classification of AI Training Data by Type
1.2.1 Overview: Global AI Training Data Market Size by Type: 2020 Versus 2021 Versus 2026
1.2.2 Global AI Training Data Revenue Market Share by Type in 2020
1.2.3 Text
1.2.4 Image/Video
1.2.5 Audio
1.3 Global AI Training Data Market by Application
1.3.1 Overview: Global AI Training Data Market Size by Application: 2020 Versus 2021 Versus 2026
1.3.2 IT
1.3.3 Automotive
1.3.4 Government
1.3.5 Healthcare
1.3.6 BFSI
1.3.7 Retail & E-commerce
1.3.8 Others
1.4 Global AI Training Data Market Size & Forecast
1.5 Global AI Training Data Market Size and Forecast by Region
1.5.1 Global AI Training Data Market Size by Region: 2016 VS 2021 VS 2026
1.5.2 Global AI Training Data Market Size by Region, (2016-2021)
1.5.3 North America AI Training Data Market Size and Prospect (2016-2026)
1.5.4 Europe AI Training Data Market Size and Prospect (2016-2026)
1.5.5 Asia-Pacific AI Training Data Market Size and Prospect (2016-2026)
1.5.6 South America AI Training Data Market Size and Prospect (2016-2026)
1.5.7 Middle East and Africa AI Training Data Market Size and Prospect (2016-2026)
1.6 Market Drivers, Restraints and Trends
1.6.1 AI Training Data Market Drivers
1.6.2 AI Training Data Market Restraints
1.6.3 AI Training Data Trends Analysis
2 Company Profiles
2.1 Google, LLC (Kaggle)
2.1.1 Google, LLC (Kaggle) Details
2.1.2 Google, LLC (Kaggle) Major Business
2.1.3 Google, LLC (Kaggle) AI Training Data Product and Solutions
2.1.4 Google, LLC (Kaggle) AI Training Data Revenue, Gross Margin and Market Share (2019-2021)
2.1.5 Google, LLC (Kaggle) Recent Developments and Future Plans
2.2 Appen Limited
2.2.1 Appen Limited Details
2.2.2 Appen Limited Major Business
2.2.3 Appen Limited AI Training Data Product and Solutions
2.2.4 Appen Limited AI Training Data Revenue, Gross Margin and Market Share (2019-2021)
2.2.5 Appen Limited Recent Developments and Future Plans
2.3 Cogito Tech LLC
2.3.1 Cogito Tech LLC Details
2.3.2 Cogito Tech LLC Major Business
2.3.3 Cogito Tech LLC AI Training Data Product and Solutions
2.3.4 Cogito Tech LLC AI Training Data Revenue, Gross Margin and Market Share (2019-2021)
2.3.5 Cogito Tech LLC Recent Developments and Future Plans
2.4 Lionbridge Technologies, Inc.
2.4.1 Lionbridge Technologies, Inc. Details
2.4.2 Lionbridge Technologies, Inc. Major Business
2.4.3 Lionbridge Technologies, Inc. AI Training Data Product and Solutions
2.4.4 Lionbridge Technologies, Inc. AI Training Data Revenue, Gross Margin and Market Share (2019-2021)
2.4.5 Lionbridge Technologies, Inc. Recent Developments and Future Plans
2.5 Amazon Web Services, Inc.
2.5.1 Amazon Web Services, Inc. Details
2.5.2 Amazon Web Services, Inc. Major Business
2.5.3 Amazon Web Services, Inc. AI Training Data Product and Solutions
2.5.4 Amazon Web Services, Inc. AI Training Data Revenue, Gross Margin and Market Share (2019-2021)
2.5.5 Amazon Web Services, Inc. Recent Developments and Future Plans
2.6 Microsoft Corporation
2.6.1 Microsoft Corporation Details
2.6.2 Microsoft Corporation Major Business
2.6.3 Microsoft Corporation AI Training Data Product and Solutions
2.6.4 Microsoft Corporation AI Training Data Revenue, Gross Margin and Market Share (2019-2021)
2.6.5 Microsoft Corporation Recent Developments and Future Plans
2.7 Scale AI, Inc.
2.7.1 Scale AI, Inc. Details
2.7.2 Scale AI, Inc. Major Business
2.7.3 Scale AI, Inc. AI Training Data Product and Solutions
2.7.4 Scale AI, Inc. AI Training Data Revenue, Gross Margin and Market Share (2019-2021)
2.7.5 Scale AI, Inc. Recent Developments and Future Plans
2.8 Samasource Inc.
2.8.1 Samasource Inc. Details
2.8.2 Samasource Inc. Major Business
2.8.3 Samasource Inc. AI Training Data Product and Solutions
2.8.4 Samasource Inc. AI Training Data Revenue, Gross Margin and Market Share (2019-2021)
2.8.5 Samasource Inc. Recent Developments and Future Plans
2.9 Alegion
2.9.1 Alegion Details
2.9.2 Alegion Major Business
2.9.3 Alegion AI Training Data Product and Solutions
2.9.4 Alegion AI Training Data Revenue, Gross Margin and Market Share (2019-2021)
2.9.5 Alegion Recent Developments and Future Plans
2.10 Deep Vision Data
2.10.1 Deep Vision Data Details
2.10.2 Deep Vision Data Major Business
2.10.3 Deep Vision Data AI Training Data Product and Solutions
2.10.4 Deep Vision Data AI Training Data Revenue, Gross Margin and Market Share (2019-2021)
2.10.5 Deep Vision Data Recent Developments and Future Plans
3 Market Competition, by Players
3.1 Global AI Training Data Revenue and Share by Players (2019-2021)
3.2 Market Concentration Rate
3.2.1 Top 3 AI Training Data Players Market Share
3.2.2 Top 10 AI Training Data Players Market Share
3.2.3 Market Competition Trend
3.3 AI Training Data Players Head Office, Products and Services Provided
3.4 Mergers & Acquisitions
3.5 New Entrants and Expansion Plans
4 Market Size Segment by Type
4.1 Global AI Training Data Revenue and Market Share by Type (2016-2021)
4.2 Global AI Training Data Market Forecast by Type (2021-2026)
5 Market Size Segment by Application
5.1 Global AI Training Data Revenue Market Share by Application (2016-2021)
5.2 AI Training Data Market Forecast by Application (2021-2026)
6 North America by Country, by Type, and by Application
6.1 North America AI Training Data Revenue by Type (2016-2026)
6.2 North America AI Training Data Revenue by Application (2016-2026)
6.3 North America AI Training Data Market Size by Country
6.3.1 North America AI Training Data Revenue by Country (2016-2026)
6.3.2 United States AI Training Data Market Size and Forecast (2016-2026)
6.3.3 Canada AI Training Data Market Size and Forecast (2016-2026)
6.3.4 Mexico AI Training Data Market Size and Forecast (2016-2026)
7 Europe by Country, by Type, and by Application
7.1 Europe AI Training Data Revenue by Type (2016-2026)
7.2 Europe AI Training Data Revenue by Application (2016-2026)
7.3 Europe AI Training Data Market Size by Country
7.3.1 Europe AI Training Data Revenue by Country (2016-2026)
7.3.2 Germany AI Training Data Market Size and Forecast (2016-2026)
7.3.3 France AI Training Data Market Size and Forecast (2016-2026)
7.3.4 United Kingdom AI Training Data Market Size and Forecast (2016-2026)
7.3.5 Russia AI Training Data Market Size and Forecast (2016-2026)
7.3.6 Italy AI Training Data Market Size and Forecast (2016-2026)
8 Asia-Pacific by Region, by Type, and by Application
8.1 Asia-Pacific AI Training Data Revenue by Type (2016-2026)
8.2 Asia-Pacific AI Training Data Revenue by Application (2016-2026)
8.3 Asia-Pacific AI Training Data Market Size by Region
8.3.1 Asia-Pacific AI Training Data Revenue by Region (2016-2026)
8.3.2 China AI Training Data Market Size and Forecast (2016-2026)
8.3.3 Japan AI Training Data Market Size and Forecast (2016-2026)
8.3.4 South Korea AI Training Data Market Size and Forecast (2016-2026)
8.3.5 India AI Training Data Market Size and Forecast (2016-2026)
8.3.6 Southeast Asia AI Training Data Market Size and Forecast (2016-2026)
8.3.7 Australia AI Training Data Market Size and Forecast (2016-2026)
9 South America by Country, by Type, and by Application
9.1 South America AI Training Data Revenue by Type (2016-2026)
9.2 South America AI Training Data Revenue by Application (2016-2026)
9.3 South America AI Training Data Market Size by Country
9.3.1 South America AI Training Data Revenue by Country (2016-2026)
9.3.2 Brazil AI Training Data Market Size and Forecast (2016-2026)
9.3.3 Argentina AI Training Data Market Size and Forecast (2016-2026)
10 Middle East & Africa by Country, by Type, and by Application
10.1 Middle East & Africa AI Training Data Revenue by Type (2016-2026)
10.2 Middle East & Africa AI Training Data Revenue by Application (2016-2026)
10.3 Middle East & Africa AI Training Data Market Size by Country
10.3.1 Middle East & Africa AI Training Data Revenue by Country (2016-2026)
10.3.2 Turkey AI Training Data Market Size and Forecast (2016-2026)
10.3.3 Saudi Arabia AI Training Data Market Size and Forecast (2016-2026)
10.3.4 UAE AI Training Data Market Size and Forecast (2016-2026)
11 Research Findings and Conclusion
12 Appendix
12.1 Methodology
12.2 Research Process and Data Source
12.3 Disclaimer

List of Tables
Table 1. Global AI Training Data Revenue by Type, (USD Million), 2020 VS 2021 VS 2026
Table 2. Global AI Training Data Revenue by Application, (USD Million), 2020 VS 2021 VS 2026
Table 3. Global Market AI Training Data Revenue (Million USD) Comparison by Region (2016 VS 2021 VS 2026)
Table 4. Global AI Training Data Revenue (USD Million) by Region (2016-2021)
Table 5. Global AI Training Data Revenue Market Share by Region (2021-2026)
Table 6. Google, LLC (Kaggle) Corporate Information, Head Office, and Major Competitors
Table 7. Google, LLC (Kaggle) Major Business
Table 8. Google, LLC (Kaggle) AI Training Data Product and Solutions
Table 9. Google, LLC (Kaggle) AI Training Data Revenue (USD Million), Gross Margin and Market Share (2019-2021)
Table 10. Appen Limited Corporate Information, Head Office, and Major Competitors
Table 11. Appen Limited Major Business
Table 12. Appen Limited AI Training Data Product and Solutions
Table 13. Appen Limited AI Training Data Revenue (USD Million), Gross Margin and Market Share (2019-2021)
Table 14. Cogito Tech LLC Corporate Information, Head Office, and Major Competitors
Table 15. Cogito Tech LLC Major Business
Table 16. Cogito Tech LLC AI Training Data Product and Solutions
Table 17. Cogito Tech LLC AI Training Data Revenue (USD Million), Gross Margin and Market Share (2019-2021)
Table 18. Lionbridge Technologies, Inc. Corporate Information, Head Office, and Major Competitors
Table 19. Lionbridge Technologies, Inc. Major Business
Table 20. Lionbridge Technologies, Inc. AI Training Data Product and Solutions
Table 21. Lionbridge Technologies, Inc. AI Training Data Revenue (USD Million), Gross Margin and Market Share (2019-2021)
Table 22. Amazon Web Services, Inc. Corporate Information, Head Office, and Major Competitors
Table 23. Amazon Web Services, Inc. Major Business
Table 24. Amazon Web Services, Inc. AI Training Data Product and Solutions
Table 25. Amazon Web Services, Inc. AI Training Data Revenue (USD Million), Gross Margin and Market Share (2019-2021)
Table 26. Microsoft Corporation Corporate Information, Head Office, and Major Competitors
Table 27. Microsoft Corporation Major Business
Table 28. Microsoft Corporation AI Training Data Product and Solutions
Table 29. Microsoft Corporation AI Training Data Revenue (USD Million), Gross Margin and Market Share (2019-2021)
Table 30. Scale AI, Inc. Corporate Information, Head Office, and Major Competitors
Table 31. Scale AI, Inc. Major Business
Table 32. Scale AI, Inc. AI Training Data Product and Solutions
Table 33. Scale AI, Inc. AI Training Data Revenue (USD Million), Gross Margin and Market Share (2019-2021)
Table 34. Samasource Inc. Corporate Information, Head Office, and Major Competitors
Table 35. Samasource Inc. Major Business
Table 36. Samasource Inc. AI Training Data Product and Solutions
Table 37. Samasource Inc. AI Training Data Revenue (USD Million), Gross Margin and Market Share (2019-2021)
Table 38. Alegion Corporate Information, Head Office, and Major Competitors
Table 39. Alegion Major Business
Table 40. Alegion AI Training Data Product and Solutions
Table 41. Alegion AI Training Data Revenue (USD Million), Gross Margin and Market Share (2019-2021)
Table 42. Deep Vision Data Corporate Information, Head Office, and Major Competitors
Table 43. Deep Vision Data Major Business
Table 44. Deep Vision Data AI Training Data Product and Solutions
Table 45. Deep Vision Data AI Training Data Revenue (USD Million), Gross Margin and Market Share (2019-2021)
Table 46. Global AI Training Data Revenue (USD Million) by Players (2019-2021)
Table 47. Global AI Training Data Revenue Share by Players (2019-2021)
Table 48. Breakdown of AI Training Data by Company Type (Tier 1, Tier 2 and Tier 3)
Table 49. AI Training Data Players Head Office, Products and Services Provided
Table 50. AI Training Data Mergers & Acquisitions in the Past Five Years
Table 51. AI Training Data New Entrants and Expansion Plans
Table 52. Global AI Training Data Revenue (USD Million) by Type (2016-2021)
Table 53. Global AI Training Data Revenue Share by Type (2016-2021)
Table 54. Global AI Training Data Revenue Forecast by Type (2021-2026)
Table 55. Global AI Training Data Revenue by Application (2016-2021)
Table 56. Global AI Training Data Revenue Forecast by Application (2021-2026)
Table 57. North America AI Training Data Revenue by Type (2016-2021) & (USD Million)
Table 58. North America AI Training Data Revenue by Type (2021-2026) & (USD Million)
Table 59. North America AI Training Data Revenue by Application (2016-2021) & (USD Million)
Table 60. North America AI Training Data Revenue by Application (2021-2026) & (USD Million)
Table 61. North America AI Training Data Revenue by Country (2016-2021) & (USD Million)
Table 62. North America AI Training Data Revenue by Country (2021-2026) & (USD Million)
Table 63. Europe AI Training Data Revenue by Type (2016-2021) & (USD Million)
Table 64. Europe AI Training Data Revenue by Type (2021-2026) & (USD Million)
Table 65. Europe AI Training Data Revenue by Application (2016-2021) & (USD Million)
Table 66. Europe AI Training Data Revenue by Application (2021-2026) & (USD Million)
Table 67. Europe AI Training Data Revenue by Country (2016-2021) & (USD Million)
Table 68. Europe AI Training Data Revenue by Country (2021-2026) & (USD Million)
Table 69. Asia-Pacific AI Training Data Revenue by Type (2016-2021) & (USD Million)
Table 70. Asia-Pacific AI Training Data Revenue by Type (2021-2026) & (USD Million)
Table 71. Asia-Pacific AI Training Data Revenue by Application (2016-2021) & (USD Million)
Table 72. Asia-Pacific AI Training Data Revenue by Application (2021-2026) & (USD Million)
Table 73. Asia-Pacific AI Training Data Revenue by Region (2016-2021) & (USD Million)
Table 74. Asia-Pacific AI Training Data Revenue by Region (2021-2026) & (USD Million)
Table 75. South America AI Training Data Revenue by Type (2016-2021) & (USD Million)
Table 76. South America AI Training Data Revenue by Type (2021-2026) & (USD Million)
Table 77. South America AI Training Data Revenue by Application (2016-2021) & (USD Million)
Table 78. South America AI Training Data Revenue by Application (2021-2026) & (USD Million)
Table 79. South America AI Training Data Revenue by Country (2016-2021) & (USD Million)
Table 80. South America AI Training Data Revenue by Country (2021-2026) & (USD Million)
Table 81. Middle East & Africa AI Training Data Revenue by Type (2016-2021) & (USD Million)
Table 82. Middle East & Africa AI Training Data Revenue by Type (2021-2026) & (USD Million)
Table 83. Middle East & Africa AI Training Data Revenue by Application (2016-2021) & (USD Million)
Table 84. Middle East & Africa AI Training Data Revenue by Application (2021-2026) & (USD Million)
Table 85. Middle East & Africa AI Training Data Revenue by Country (2016-2021) & (USD Million)
Table 86. Middle East & Africa AI Training Data Revenue by Country (2021-2026) & (USD Million)
List of Figures
Figure 1. AI Training Data Picture
Figure 2. Global AI Training Data Revenue Market Share by Type in 2020
Figure 3. Text
Figure 4. Image/Video
Figure 5. Audio
Figure 6. AI Training Data Revenue Market Share by Application in 2020
Figure 7. IT Picture
Figure 8. Automotive Picture
Figure 9. Government Picture
Figure 10. Healthcare Picture
Figure 11. BFSI Picture
Figure 12. Retail & E-commerce Picture
Figure 13. Others Picture
Figure 14. Global AI Training Data Revenue, (USD Million): 2020 VS 2021 VS 2026
Figure 15. Global AI Training Data Revenue and Forecast (2016-2026) & (USD Million)
Figure 16. Global AI Training Data Revenue Market Share by Region (2016-2026)
Figure 17. Global AI Training Data Revenue Market Share by Region in 2020
Figure 18. North America AI Training Data Revenue (USD Million) and Growth Rate (2016-2026)
Figure 19. Europe AI Training Data Revenue (USD Million) and Growth Rate (2016-2026)
Figure 20. Asia-Pacific AI Training Data Revenue (USD Million) and Growth Rate (2016-2026)
Figure 21. South America AI Training Data Revenue (USD Million) and Growth Rate (2016-2026)
Figure 22. Middle East and Africa AI Training Data Revenue (USD Million) and Growth Rate (2016-2026)
Figure 23. AI Training Data Market Drivers
Figure 24. AI Training Data Market Restraints
Figure 25. AI Training Data Market Trends
Figure 26. Google, LLC (Kaggle) Recent Developments and Future Plans
Figure 27. Appen Limited Recent Developments and Future Plans
Figure 28. Cogito Tech LLC Recent Developments and Future Plans
Figure 29. Lionbridge Technologies, Inc. Recent Developments and Future Plans
Figure 30. Amazon Web Services, Inc. Recent Developments and Future Plans
Figure 31. Microsoft Corporation Recent Developments and Future Plans
Figure 32. Scale AI, Inc. Recent Developments and Future Plans
Figure 33. Samasource Inc. Recent Developments and Future Plans
Figure 34. Alegion Recent Developments and Future Plans
Figure 35. Deep Vision Data Recent Developments and Future Plans
Figure 36. Global AI Training Data Revenue Share by Players in 2020
Figure 37. AI Training Data Market Share by Company Type (Tier 1, Tier 2 and Tier 3)
Figure 38. Global Top 3 Players AI Training Data Revenue Market Share in 2020
Figure 39. Global Top 10 Players AI Training Data Revenue Market Share in 2020
Figure 40. Key Players Market Share Trend (Top 3 Market Share: 2019 VS 2020 VS 2021)
Figure 41. Global AI Training Data Revenue Share by Type in 2020
Figure 42. Global AI Training Data Market Share Forecast by Type (2021-2026)
Figure 43. Global AI Training Data Revenue Share by Application in 2020
Figure 44. Global AI Training Data Market Share Forecast by Application (2021-2026)
Figure 45. North America AI Training Data Sales Market Share by Type (2016-2026)
Figure 46. North America AI Training Data Sales Market Share by Application (2016-2026)
Figure 47. North America AI Training Data Revenue Market Share by Country (2016-2026)
Figure 48. United States AI Training Data Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 49. Canada AI Training Data Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 50. Mexico AI Training Data Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 51. Europe AI Training Data Sales Market Share by Type (2016-2026)
Figure 52. Europe AI Training Data Sales Market Share by Application (2016-2026)
Figure 53. Europe AI Training Data Revenue Market Share by Country (2016-2026)
Figure 54. Germany AI Training Data Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 55. France AI Training Data Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 56. United Kingdom AI Training Data Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 57. Russia AI Training Data Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 58. Italy AI Training Data Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 59. Asia-Pacific AI Training Data Sales Market Share by Type (2016-2026)
Figure 60. Asia-Pacific AI Training Data Sales Market Share by Application (2016-2026)
Figure 61. Asia-Pacific AI Training Data Revenue Market Share by Region (2016-2026)
Figure 62. China AI Training Data Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 63. Japan AI Training Data Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 64. South Korea AI Training Data Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 65. India AI Training Data Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 66. Southeast Asia AI Training Data Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 67. Australia AI Training Data Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 68. South America AI Training Data Sales Market Share by Type (2016-2026)
Figure 69. South America AI Training Data Sales Market Share by Application (2016-2026)
Figure 70. South America AI Training Data Revenue Market Share by Country (2016-2026)
Figure 71. Brazil AI Training Data Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 72. Argentina AI Training Data Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 73. Middle East and Africa AI Training Data Sales Market Share by Type (2016-2026)
Figure 74. Middle East and Africa AI Training Data Sales Market Share by Application (2016-2026)
Figure 75. Middle East and Africa AI Training Data Revenue Market Share by Country (2016-2026)
Figure 76. Turkey AI Training Data Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 77. Saudi Arabia AI Training Data Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 78. UAE AI Training Data Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 79. Methodology
Figure 80. Research Process and Data Source
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