Global Cattle Management Software Market 2021 by Company, Regions, Type and Application, Forecast to 2026

Publisher Name :
Date: 09-Jun-2021
No. of pages: 102

The Cattle Management Software 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 Cattle Management Software 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 Cattle Management Software market size is expected to grow at a CAGR of xx% for the next five years.

Market segmentation

Cattle Management Software 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

- On-premise

- Cloud Based

Market segment by Application, can be divided into

- Meat Cattle

- Milk Cattle

- Domestic Cattle

Market segment by players, this report covers

- Chetu

- CattlePro

- Lion Edge Technologies

- HerdMASTER

- Herdtrax

- Sum-It Computer Systems

- Folio3

- CattleXpert

- Midwest MicroSystems

- Shearwell

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 Cattle Management Software Market 2021 by Company, Regions, Type and Application, Forecast to 2026

Table of Contents

1 Market Overview
1.1 Product Overview and Scope of Cattle Management Software
1.2 Classification of Cattle Management Software by Type
1.2.1 Overview: Global Cattle Management Software Market Size by Type: 2020 Versus 2021 Versus 2026
1.2.2 Global Cattle Management Software Revenue Market Share by Type in 2020
1.2.3 On-premise
1.2.4 Cloud Based
1.3 Global Cattle Management Software Market by Application
1.3.1 Overview: Global Cattle Management Software Market Size by Application: 2020 Versus 2021 Versus 2026
1.3.2 Meat Cattle
1.3.3 Milk Cattle
1.3.4 Domestic Cattle
1.4 Global Cattle Management Software Market Size & Forecast
1.5 Global Cattle Management Software Market Size and Forecast by Region
1.5.1 Global Cattle Management Software Market Size by Region: 2016 VS 2021 VS 2026
1.5.2 Global Cattle Management Software Market Size by Region, (2016-2021)
1.5.3 North America Cattle Management Software Market Size and Prospect (2016-2026)
1.5.4 Europe Cattle Management Software Market Size and Prospect (2016-2026)
1.5.5 Asia-Pacific Cattle Management Software Market Size and Prospect (2016-2026)
1.5.6 South America Cattle Management Software Market Size and Prospect (2016-2026)
1.5.7 Middle East and Africa Cattle Management Software Market Size and Prospect (2016-2026)
1.6 Market Drivers, Restraints and Trends
1.6.1 Cattle Management Software Market Drivers
1.6.2 Cattle Management Software Market Restraints
1.6.3 Cattle Management Software Trends Analysis
2 Company Profiles
2.1 Chetu
2.1.1 Chetu Details
2.1.2 Chetu Major Business
2.1.3 Chetu Cattle Management Software Product and Solutions
2.1.4 Chetu Cattle Management Software Revenue, Gross Margin and Market Share (2019-2021)
2.1.5 Chetu Recent Developments and Future Plans
2.2 CattlePro
2.2.1 CattlePro Details
2.2.2 CattlePro Major Business
2.2.3 CattlePro Cattle Management Software Product and Solutions
2.2.4 CattlePro Cattle Management Software Revenue, Gross Margin and Market Share (2019-2021)
2.2.5 CattlePro Recent Developments and Future Plans
2.3 Lion Edge Technologies
2.3.1 Lion Edge Technologies Details
2.3.2 Lion Edge Technologies Major Business
2.3.3 Lion Edge Technologies Cattle Management Software Product and Solutions
2.3.4 Lion Edge Technologies Cattle Management Software Revenue, Gross Margin and Market Share (2019-2021)
2.3.5 Lion Edge Technologies Recent Developments and Future Plans
2.4 HerdMASTER
2.4.1 HerdMASTER Details
2.4.2 HerdMASTER Major Business
2.4.3 HerdMASTER Cattle Management Software Product and Solutions
2.4.4 HerdMASTER Cattle Management Software Revenue, Gross Margin and Market Share (2019-2021)
2.4.5 HerdMASTER Recent Developments and Future Plans
2.5 Herdtrax
2.5.1 Herdtrax Details
2.5.2 Herdtrax Major Business
2.5.3 Herdtrax Cattle Management Software Product and Solutions
2.5.4 Herdtrax Cattle Management Software Revenue, Gross Margin and Market Share (2019-2021)
2.5.5 Herdtrax Recent Developments and Future Plans
2.6 Sum-It Computer Systems
2.6.1 Sum-It Computer Systems Details
2.6.2 Sum-It Computer Systems Major Business
2.6.3 Sum-It Computer Systems Cattle Management Software Product and Solutions
2.6.4 Sum-It Computer Systems Cattle Management Software Revenue, Gross Margin and Market Share (2019-2021)
2.6.5 Sum-It Computer Systems Recent Developments and Future Plans
2.7 Folio3
2.7.1 Folio3 Details
2.7.2 Folio3 Major Business
2.7.3 Folio3 Cattle Management Software Product and Solutions
2.7.4 Folio3 Cattle Management Software Revenue, Gross Margin and Market Share (2019-2021)
2.7.5 Folio3 Recent Developments and Future Plans
2.8 CattleXpert
2.8.1 CattleXpert Details
2.8.2 CattleXpert Major Business
2.8.3 CattleXpert Cattle Management Software Product and Solutions
2.8.4 CattleXpert Cattle Management Software Revenue, Gross Margin and Market Share (2019-2021)
2.8.5 CattleXpert Recent Developments and Future Plans
2.9 Midwest MicroSystems
2.9.1 Midwest MicroSystems Details
2.9.2 Midwest MicroSystems Major Business
2.9.3 Midwest MicroSystems Cattle Management Software Product and Solutions
2.9.4 Midwest MicroSystems Cattle Management Software Revenue, Gross Margin and Market Share (2019-2021)
2.9.5 Midwest MicroSystems Recent Developments and Future Plans
2.10 Shearwell
2.10.1 Shearwell Details
2.10.2 Shearwell Major Business
2.10.3 Shearwell Cattle Management Software Product and Solutions
2.10.4 Shearwell Cattle Management Software Revenue, Gross Margin and Market Share (2019-2021)
2.10.5 Shearwell Recent Developments and Future Plans
3 Market Competition, by Players
3.1 Global Cattle Management Software Revenue and Share by Players (2019-2021)
3.2 Market Concentration Rate
3.2.1 Top 3 Cattle Management Software Players Market Share
3.2.2 Top 10 Cattle Management Software Players Market Share
3.2.3 Market Competition Trend
3.3 Cattle Management Software 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 Cattle Management Software Revenue and Market Share by Type (2016-2021)
4.2 Global Cattle Management Software Market Forecast by Type (2021-2026)
5 Market Size Segment by Application
5.1 Global Cattle Management Software Revenue Market Share by Application (2016-2021)
5.2 Cattle Management Software Market Forecast by Application (2021-2026)
6 North America by Country, by Type, and by Application
6.1 North America Cattle Management Software Revenue by Type (2016-2026)
6.2 North America Cattle Management Software Revenue by Application (2016-2026)
6.3 North America Cattle Management Software Market Size by Country
6.3.1 North America Cattle Management Software Revenue by Country (2016-2026)
6.3.2 United States Cattle Management Software Market Size and Forecast (2016-2026)
6.3.3 Canada Cattle Management Software Market Size and Forecast (2016-2026)
6.3.4 Mexico Cattle Management Software Market Size and Forecast (2016-2026)
7 Europe by Country, by Type, and by Application
7.1 Europe Cattle Management Software Revenue by Type (2016-2026)
7.2 Europe Cattle Management Software Revenue by Application (2016-2026)
7.3 Europe Cattle Management Software Market Size by Country
7.3.1 Europe Cattle Management Software Revenue by Country (2016-2026)
7.3.2 Germany Cattle Management Software Market Size and Forecast (2016-2026)
7.3.3 France Cattle Management Software Market Size and Forecast (2016-2026)
7.3.4 United Kingdom Cattle Management Software Market Size and Forecast (2016-2026)
7.3.5 Russia Cattle Management Software Market Size and Forecast (2016-2026)
7.3.6 Italy Cattle Management Software Market Size and Forecast (2016-2026)
8 Asia-Pacific by Region, by Type, and by Application
8.1 Asia-Pacific Cattle Management Software Revenue by Type (2016-2026)
8.2 Asia-Pacific Cattle Management Software Revenue by Application (2016-2026)
8.3 Asia-Pacific Cattle Management Software Market Size by Region
8.3.1 Asia-Pacific Cattle Management Software Revenue by Region (2016-2026)
8.3.2 China Cattle Management Software Market Size and Forecast (2016-2026)
8.3.3 Japan Cattle Management Software Market Size and Forecast (2016-2026)
8.3.4 South Korea Cattle Management Software Market Size and Forecast (2016-2026)
8.3.5 India Cattle Management Software Market Size and Forecast (2016-2026)
8.3.6 Southeast Asia Cattle Management Software Market Size and Forecast (2016-2026)
8.3.7 Australia Cattle Management Software Market Size and Forecast (2016-2026)
9 South America by Country, by Type, and by Application
9.1 South America Cattle Management Software Revenue by Type (2016-2026)
9.2 South America Cattle Management Software Revenue by Application (2016-2026)
9.3 South America Cattle Management Software Market Size by Country
9.3.1 South America Cattle Management Software Revenue by Country (2016-2026)
9.3.2 Brazil Cattle Management Software Market Size and Forecast (2016-2026)
9.3.3 Argentina Cattle Management Software Market Size and Forecast (2016-2026)
10 Middle East & Africa by Country, by Type, and by Application
10.1 Middle East & Africa Cattle Management Software Revenue by Type (2016-2026)
10.2 Middle East & Africa Cattle Management Software Revenue by Application (2016-2026)
10.3 Middle East & Africa Cattle Management Software Market Size by Country
10.3.1 Middle East & Africa Cattle Management Software Revenue by Country (2016-2026)
10.3.2 Turkey Cattle Management Software Market Size and Forecast (2016-2026)
10.3.3 Saudi Arabia Cattle Management Software Market Size and Forecast (2016-2026)
10.3.4 UAE Cattle Management Software 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 Cattle Management Software Revenue by Type, (USD Million), 2020 VS 2021 VS 2026
Table 2. Global Cattle Management Software Revenue by Application, (USD Million), 2020 VS 2021 VS 2026
Table 3. Global Market Cattle Management Software Revenue (Million USD) Comparison by Region (2016 VS 2021 VS 2026)
Table 4. Global Cattle Management Software Revenue (USD Million) by Region (2016-2021)
Table 5. Global Cattle Management Software Revenue Market Share by Region (2021-2026)
Table 6. Chetu Corporate Information, Head Office, and Major Competitors
Table 7. Chetu Major Business
Table 8. Chetu Cattle Management Software Product and Solutions
Table 9. Chetu Cattle Management Software Revenue (USD Million), Gross Margin and Market Share (2019-2021)
Table 10. CattlePro Corporate Information, Head Office, and Major Competitors
Table 11. CattlePro Major Business
Table 12. CattlePro Cattle Management Software Product and Solutions
Table 13. CattlePro Cattle Management Software Revenue (USD Million), Gross Margin and Market Share (2019-2021)
Table 14. Lion Edge Technologies Corporate Information, Head Office, and Major Competitors
Table 15. Lion Edge Technologies Major Business
Table 16. Lion Edge Technologies Cattle Management Software Product and Solutions
Table 17. Lion Edge Technologies Cattle Management Software Revenue (USD Million), Gross Margin and Market Share (2019-2021)
Table 18. HerdMASTER Corporate Information, Head Office, and Major Competitors
Table 19. HerdMASTER Major Business
Table 20. HerdMASTER Cattle Management Software Product and Solutions
Table 21. HerdMASTER Cattle Management Software Revenue (USD Million), Gross Margin and Market Share (2019-2021)
Table 22. Herdtrax Corporate Information, Head Office, and Major Competitors
Table 23. Herdtrax Major Business
Table 24. Herdtrax Cattle Management Software Product and Solutions
Table 25. Herdtrax Cattle Management Software Revenue (USD Million), Gross Margin and Market Share (2019-2021)
Table 26. Sum-It Computer Systems Corporate Information, Head Office, and Major Competitors
Table 27. Sum-It Computer Systems Major Business
Table 28. Sum-It Computer Systems Cattle Management Software Product and Solutions
Table 29. Sum-It Computer Systems Cattle Management Software Revenue (USD Million), Gross Margin and Market Share (2019-2021)
Table 30. Folio3 Corporate Information, Head Office, and Major Competitors
Table 31. Folio3 Major Business
Table 32. Folio3 Cattle Management Software Product and Solutions
Table 33. Folio3 Cattle Management Software Revenue (USD Million), Gross Margin and Market Share (2019-2021)
Table 34. CattleXpert Corporate Information, Head Office, and Major Competitors
Table 35. CattleXpert Major Business
Table 36. CattleXpert Cattle Management Software Product and Solutions
Table 37. CattleXpert Cattle Management Software Revenue (USD Million), Gross Margin and Market Share (2019-2021)
Table 38. Midwest MicroSystems Corporate Information, Head Office, and Major Competitors
Table 39. Midwest MicroSystems Major Business
Table 40. Midwest MicroSystems Cattle Management Software Product and Solutions
Table 41. Midwest MicroSystems Cattle Management Software Revenue (USD Million), Gross Margin and Market Share (2019-2021)
Table 42. Shearwell Corporate Information, Head Office, and Major Competitors
Table 43. Shearwell Major Business
Table 44. Shearwell Cattle Management Software Product and Solutions
Table 45. Shearwell Cattle Management Software Revenue (USD Million), Gross Margin and Market Share (2019-2021)
Table 46. Global Cattle Management Software Revenue (USD Million) by Players (2019-2021)
Table 47. Global Cattle Management Software Revenue Share by Players (2019-2021)
Table 48. Breakdown of Cattle Management Software by Company Type (Tier 1, Tier 2 and Tier 3)
Table 49. Cattle Management Software Players Head Office, Products and Services Provided
Table 50. Cattle Management Software Mergers & Acquisitions in the Past Five Years
Table 51. Cattle Management Software New Entrants and Expansion Plans
Table 52. Global Cattle Management Software Revenue (USD Million) by Type (2016-2021)
Table 53. Global Cattle Management Software Revenue Share by Type (2016-2021)
Table 54. Global Cattle Management Software Revenue Forecast by Type (2021-2026)
Table 55. Global Cattle Management Software Revenue by Application (2016-2021)
Table 56. Global Cattle Management Software Revenue Forecast by Application (2021-2026)
Table 57. North America Cattle Management Software Revenue by Type (2016-2021) & (USD Million)
Table 58. North America Cattle Management Software Revenue by Type (2021-2026) & (USD Million)
Table 59. North America Cattle Management Software Revenue by Application (2016-2021) & (USD Million)
Table 60. North America Cattle Management Software Revenue by Application (2021-2026) & (USD Million)
Table 61. North America Cattle Management Software Revenue by Country (2016-2021) & (USD Million)
Table 62. North America Cattle Management Software Revenue by Country (2021-2026) & (USD Million)
Table 63. Europe Cattle Management Software Revenue by Type (2016-2021) & (USD Million)
Table 64. Europe Cattle Management Software Revenue by Type (2021-2026) & (USD Million)
Table 65. Europe Cattle Management Software Revenue by Application (2016-2021) & (USD Million)
Table 66. Europe Cattle Management Software Revenue by Application (2021-2026) & (USD Million)
Table 67. Europe Cattle Management Software Revenue by Country (2016-2021) & (USD Million)
Table 68. Europe Cattle Management Software Revenue by Country (2021-2026) & (USD Million)
Table 69. Asia-Pacific Cattle Management Software Revenue by Type (2016-2021) & (USD Million)
Table 70. Asia-Pacific Cattle Management Software Revenue by Type (2021-2026) & (USD Million)
Table 71. Asia-Pacific Cattle Management Software Revenue by Application (2016-2021) & (USD Million)
Table 72. Asia-Pacific Cattle Management Software Revenue by Application (2021-2026) & (USD Million)
Table 73. Asia-Pacific Cattle Management Software Revenue by Region (2016-2021) & (USD Million)
Table 74. Asia-Pacific Cattle Management Software Revenue by Region (2021-2026) & (USD Million)
Table 75. South America Cattle Management Software Revenue by Type (2016-2021) & (USD Million)
Table 76. South America Cattle Management Software Revenue by Type (2021-2026) & (USD Million)
Table 77. South America Cattle Management Software Revenue by Application (2016-2021) & (USD Million)
Table 78. South America Cattle Management Software Revenue by Application (2021-2026) & (USD Million)
Table 79. South America Cattle Management Software Revenue by Country (2016-2021) & (USD Million)
Table 80. South America Cattle Management Software Revenue by Country (2021-2026) & (USD Million)
Table 81. Middle East & Africa Cattle Management Software Revenue by Type (2016-2021) & (USD Million)
Table 82. Middle East & Africa Cattle Management Software Revenue by Type (2021-2026) & (USD Million)
Table 83. Middle East & Africa Cattle Management Software Revenue by Application (2016-2021) & (USD Million)
Table 84. Middle East & Africa Cattle Management Software Revenue by Application (2021-2026) & (USD Million)
Table 85. Middle East & Africa Cattle Management Software Revenue by Country (2016-2021) & (USD Million)
Table 86. Middle East & Africa Cattle Management Software Revenue by Country (2021-2026) & (USD Million)
List of Figures
Figure 1. Cattle Management Software Picture
Figure 2. Global Cattle Management Software Revenue Market Share by Type in 2020
Figure 3. On-premise
Figure 4. Cloud Based
Figure 5. Cattle Management Software Revenue Market Share by Application in 2020
Figure 6. Meat Cattle Picture
Figure 7. Milk Cattle Picture
Figure 8. Domestic Cattle Picture
Figure 9. Global Cattle Management Software Revenue, (USD Million): 2020 VS 2021 VS 2026
Figure 10. Global Cattle Management Software Revenue and Forecast (2016-2026) & (USD Million)
Figure 11. Global Cattle Management Software Revenue Market Share by Region (2016-2026)
Figure 12. Global Cattle Management Software Revenue Market Share by Region in 2020
Figure 13. North America Cattle Management Software Revenue (USD Million) and Growth Rate (2016-2026)
Figure 14. Europe Cattle Management Software Revenue (USD Million) and Growth Rate (2016-2026)
Figure 15. Asia-Pacific Cattle Management Software Revenue (USD Million) and Growth Rate (2016-2026)
Figure 16. South America Cattle Management Software Revenue (USD Million) and Growth Rate (2016-2026)
Figure 17. Middle East and Africa Cattle Management Software Revenue (USD Million) and Growth Rate (2016-2026)
Figure 18. Cattle Management Software Market Drivers
Figure 19. Cattle Management Software Market Restraints
Figure 20. Cattle Management Software Market Trends
Figure 21. Chetu Recent Developments and Future Plans
Figure 22. CattlePro Recent Developments and Future Plans
Figure 23. Lion Edge Technologies Recent Developments and Future Plans
Figure 24. HerdMASTER Recent Developments and Future Plans
Figure 25. Herdtrax Recent Developments and Future Plans
Figure 26. Sum-It Computer Systems Recent Developments and Future Plans
Figure 27. Folio3 Recent Developments and Future Plans
Figure 28. CattleXpert Recent Developments and Future Plans
Figure 29. Midwest MicroSystems Recent Developments and Future Plans
Figure 30. Shearwell Recent Developments and Future Plans
Figure 31. Global Cattle Management Software Revenue Share by Players in 2020
Figure 32. Cattle Management Software Market Share by Company Type (Tier 1, Tier 2 and Tier 3)
Figure 33. Global Top 3 Players Cattle Management Software Revenue Market Share in 2020
Figure 34. Global Top 10 Players Cattle Management Software Revenue Market Share in 2020
Figure 35. Key Players Market Share Trend (Top 3 Market Share: 2019 VS 2020 VS 2021)
Figure 36. Global Cattle Management Software Revenue Share by Type in 2020
Figure 37. Global Cattle Management Software Market Share Forecast by Type (2021-2026)
Figure 38. Global Cattle Management Software Revenue Share by Application in 2020
Figure 39. Global Cattle Management Software Market Share Forecast by Application (2021-2026)
Figure 40. North America Cattle Management Software Sales Market Share by Type (2016-2026)
Figure 41. North America Cattle Management Software Sales Market Share by Application (2016-2026)
Figure 42. North America Cattle Management Software Revenue Market Share by Country (2016-2026)
Figure 43. United States Cattle Management Software Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 44. Canada Cattle Management Software Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 45. Mexico Cattle Management Software Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 46. Europe Cattle Management Software Sales Market Share by Type (2016-2026)
Figure 47. Europe Cattle Management Software Sales Market Share by Application (2016-2026)
Figure 48. Europe Cattle Management Software Revenue Market Share by Country (2016-2026)
Figure 49. Germany Cattle Management Software Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 50. France Cattle Management Software Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 51. United Kingdom Cattle Management Software Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 52. Russia Cattle Management Software Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 53. Italy Cattle Management Software Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 54. Asia-Pacific Cattle Management Software Sales Market Share by Type (2016-2026)
Figure 55. Asia-Pacific Cattle Management Software Sales Market Share by Application (2016-2026)
Figure 56. Asia-Pacific Cattle Management Software Revenue Market Share by Region (2016-2026)
Figure 57. China Cattle Management Software Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 58. Japan Cattle Management Software Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 59. South Korea Cattle Management Software Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 60. India Cattle Management Software Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 61. Southeast Asia Cattle Management Software Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 62. Australia Cattle Management Software Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 63. South America Cattle Management Software Sales Market Share by Type (2016-2026)
Figure 64. South America Cattle Management Software Sales Market Share by Application (2016-2026)
Figure 65. South America Cattle Management Software Revenue Market Share by Country (2016-2026)
Figure 66. Brazil Cattle Management Software Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 67. Argentina Cattle Management Software Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 68. Middle East and Africa Cattle Management Software Sales Market Share by Type (2016-2026)
Figure 69. Middle East and Africa Cattle Management Software Sales Market Share by Application (2016-2026)
Figure 70. Middle East and Africa Cattle Management Software Revenue Market Share by Country (2016-2026)
Figure 71. Turkey Cattle Management Software Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 72. Saudi Arabia Cattle Management Software Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 73. UAE Cattle Management Software Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 74. Methodology
Figure 75. Research Process and Data Source
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