Global Clopyralid Market 2021 by Manufacturers, Regions, Type and Application, Forecast t...

  • Report ID:71743
  • Industry Name: Chemical & Material
  • Publishing Date: Jun-21
  • No. of Pages: 106
                              
The Clopyralid 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 Clopyralid size is estimated to be xx million in 2021 from USD xx million in 2020, with a change of XX% between 2020 and 2021. The global Clopyralid market size is expected to grow at a CAGR of xx% for the next five years. Market segmentation Clopyralid market is split by Type and by Application. For the period 2016-2026, the growth among segments provide accurate calculations and forecasts for sales by Type and by Application in terms of volume and value. This analysis can help you expand your business by targeting qualified niche markets. Market segment by Type, covers Clopyralid 95% TC Clopyralid 96% TC Other Market segment by Application can be divided into Agriculture Horticulture The key market players for global Clopyralid market are listed below: Dow AgroSciences Lier Chemical Zhejiang Yongnong Chem Chongqing Shuangfeng Chemical Zhejiang Avilive Chemical Market segment by Region, regional analysis covers North America (United States, Canada and Mexico) Europe (Germany, France, United Kingdom, Russia, Italy, and Rest of Europe) Asia-Pacific (China, Japan, Korea, India, Southeast Asia, and Australia) South America (Brazil, Argentina, Colombia, and Rest of South America) Middle East & Africa (Saudi Arabia, UAE, Egypt, South Africa, and Rest of Middle East & Africa) The content of the study subjects, includes a total of 14 chapters: Chapter 1, to describe Clopyralid product scope, market overview, market opportunities, market driving force and market risks. Chapter 2, to profile the top manufacturers of Clopyralid, with price, sales, revenue and global market share of Clopyralid in 2018 and 2019. Chapter 3, the Clopyralid competitive situation, sales, revenue and global market share of top manufacturers are analyzed emphatically by landscape contrast. Chapter 4, the Clopyralid breakdown data are shown at the regional level, to show the sales, revenue and growth by regions, from 2015 to 2020. Chapter 5 and 6, to segment the sales by type and application, with sales market share and growth rate by type, application, from 2015 to 2020. Chapter 7, 8, 9, 10 and 11, to break the sales data at the country level, with sales, revenue and market share for key countries in the world, from 2016 to 2021.and Clopyralid market forecast, by regions, type and application, with sales and revenue, from 2021 to 2026. Chapter 12, 13 and 14, to describe Clopyralid sales channel, distributors, customers, research findings and conclusion, appendix and data source.
                        
1 Market Overview 1.1 Clopyralid Introduction 1.2 Market Analysis by Type 1.2.1 Overview: Global Clopyralid Revenue by Type: 2019 Versus 2021 Versus 2026 1.2.2 Clopyralid 95% TC 1.2.3 Clopyralid 96% TC 1.2.4 Other 1.3 Market Analysis by Application 1.3.1 Overview: Global Clopyralid Revenue by Application: 2019 Versus 2021 Versus 2026 1.3.2 Agriculture 1.3.3 Horticulture 1.4 Global Clopyralid Market Size & Forecast 1.4.1 Global Clopyralid Sales in Value (2016-2026)) 1.4.2 Global Clopyralid Sales in Volume (2016-2026) 1.4.3 Global Clopyralid Price by Type (2016-2026) & (USD/MT) 1.5 Global Clopyralid Production Capacity Analysis 1.5.1 Global Clopyralid Total Production Capacity (2016-2026) 1.5.2 Global Clopyralid Production Capacity by Geographic Region 1.6 Market Drivers, Restraints and Trends 1.6.1 Clopyralid Market Drivers 1.6.2 Clopyralid Market Restraints 1.6.3 Clopyralid Trends Analysis 2 Manufacturers Profiles 2.1 Dow AgroSciences 2.1.1 Dow AgroSciences Details 2.1.2 Dow AgroSciences Major Business 2.1.3 Dow AgroSciences Clopyralid Product and Services 2.1.4 Dow AgroSciences Clopyralid Sales, Price, Revenue, Gross Margin and Market Share (2019-2021) 2.2 Lier Chemical 2.2.1 Lier Chemical Details 2.2.2 Lier Chemical Major Business 2.2.3 Lier Chemical Clopyralid Product and Services 2.2.4 Lier Chemical Clopyralid Sales, Price, Revenue, Gross Margin and Market Share (2019-2021) 2.3 Zhejiang Yongnong Chem 2.3.1 Zhejiang Yongnong Chem Details 2.3.2 Zhejiang Yongnong Chem Major Business 2.3.3 Zhejiang Yongnong Chem Clopyralid Product and Services 2.3.4 Zhejiang Yongnong Chem Clopyralid Sales, Price, Revenue, Gross Margin and Market Share (2019-2021) 2.4 Chongqing Shuangfeng Chemical 2.4.1 Chongqing Shuangfeng Chemical Details 2.4.2 Chongqing Shuangfeng Chemical Major Business 2.4.3 Chongqing Shuangfeng Chemical Clopyralid Product and Services 2.4.4 Chongqing Shuangfeng Chemical Clopyralid Sales, Price, Revenue, Gross Margin and Market Share (2019-2021) 2.5 Zhejiang Avilive Chemical 2.5.1 Zhejiang Avilive Chemical Details 2.5.2 Zhejiang Avilive Chemical Major Business 2.5.3 Zhejiang Avilive Chemical Clopyralid Product and Services 2.5.4 Zhejiang Avilive Chemical Clopyralid Sales, Price, Revenue, Gross Margin and Market Share (2019-2021) 3 Clopyralid Sales by Manufacturer 3.1 Global Clopyralid Sales in Volume by Manufacturer (2019-2021e) 3.2 Global Clopyralid Revenue by Manufacturer (2019-2021e) 3.3 Key Manufacturer Market Position in Clopyralid 3.4 Market Concentration Rate 3.4.1 Top 3 Clopyralid Manufacturer Market Share 3.4.2 Top 6 Clopyralid Manufacturer Market Share 3.5 Global Clopyralid Production Capacity by Company 3.6 Manufacturer by Geography: Head Office and Clopyralid Production Site 3.7 New Entrant and Capacity Expansion Plans 3.8 Mergers & Acquisitions 4 Market Analysis by Region 4.1 Global Clopyralid Market Size by Region 4.1.1 Global Clopyralid Sales in Volume by Region (2016-2026) 4.1.2 Global Clopyralid Revenue by Region (2016-2026) 4.2 North America Clopyralid Revenue (2016-2026) 4.3 Europe Clopyralid Revenue (2016-2026) 4.4 Asia-Pacific Clopyralid Revenue (2016-2026) 4.5 South America Clopyralid Revenue (2016-2026) 4.6 Middle East and Africa Clopyralid Revenue (2016-2026) 5 Market Segment by Type 5.1 Global Clopyralid Sales in Volume by Type (2016-2026) 5.2 Global Clopyralid Revenue by Type (2016-2026) 5.3 Global Clopyralid Price by Type (2016-2026) 6 Market Segment by Application 6.1 Global Clopyralid Sales in Volume by Application (2016-2026) 6.2 Global Clopyralid Revenue by Application (2016-2026) 6.3 Global Clopyralid Price by Application (2016-2026) 7 North America by Country, by Type, and by Application 7.1 North America Clopyralid Sales by Type (2016-2026) 7.2 North America Clopyralid Sales by Application (2016-2026) 7.3 North America Clopyralid Market Size by Country 7.3.1 North America Clopyralid Sales in Volume by Country (2016-2026) 7.3.2 North America Clopyralid Revenue by Country (2016-2026) 7.3.3 United States Market Size and Forecast (2016-2026) 7.3.4 Canada Market Size and Forecast (2016-2026) 7.3.5 Mexico Market Size and Forecast (2016-2026) 8 Europe by Country, by Type, and by Application 8.1 Europe Clopyralid Sales by Type (2016-2026) 8.2 Europe Clopyralid Sales by Application (2016-2026) 8.3 Europe Clopyralid Market Size by Country 8.3.1 Europe Clopyralid Sales in Volume by Country (2016-2026) 8.3.2 Europe Clopyralid Revenue by Country (2016-2026) 8.3.3 Germany Market Size and Forecast (2016-2026) 8.3.4 France Market Size and Forecast (2016-2026) 8.3.5 United Kingdom Market Size and Forecast (2016-2026) 8.3.6 Russia Market Size and Forecast (2016-2026) 8.3.7 Italy Market Size and Forecast (2016-2026) 9 Asia-Pacific by Country, by Type, and by Application 9.1 Asia-Pacific Clopyralid Sales by Type (2016-2026) 9.2 Asia-Pacific Clopyralid Sales by Application (2016-2026) 9.3 Asia-Pacific Clopyralid Market Size by Region 9.3.1 Asia-Pacific Clopyralid Sales in Volume by Region (2016-2026) 9.3.2 Asia-Pacific Clopyralid Revenue by Region (2016-2026) 9.3.3 China Market Size and Forecast (2016-2026) 9.3.4 Japan Market Size and Forecast (2016-2026) 9.3.5 Korea Market Size and Forecast (2016-2026) 9.3.6 India Market Size and Forecast (2016-2026) 9.3.7 Southeast Asia Market Size and Forecast (2016-2026) 9.3.8 Australia Market Size and Forecast (2016-2026) 10 South America by Country, by Type, and by Application 10.1 South America Clopyralid Sales by Type (2016-2026) 10.2 South America Clopyralid Sales by Application (2016-2026) 10.3 South America Clopyralid Market Size by Country 10.3.1 South America Clopyralid Sales in Volume by Country (2016-2026) 10.3.2 South America Clopyralid Revenue by Country (2016-2026) 10.3.3 Brazil Market Size and Forecast (2016-2026) 10.3.4 Argentina Market Size and Forecast (2016-2026) 11 Middle East & Africa by Country, by Type, and by Application 11.1 Middle East & Africa Clopyralid Sales by Type (2016-2026) 11.2 Middle East & Africa Clopyralid Sales by Application (2016-2026) 11.3 Middle East & Africa Clopyralid Market Size by Country 11.3.1 Middle East & Africa Clopyralid Sales in Volume by Country (2016-2026) 11.3.2 Middle East & Africa Clopyralid Revenue by Country (2016-2026) 11.3.3 Turkey Market Size and Forecast (2016-2026) 11.3.4 Egypt Market Size and Forecast (2016-2026) 11.3.5 Saudi Arabia Market Size and Forecast (2016-2026) 11.3.6 South Africa Market Size and Forecast (2016-2026) 12 Sales Channel, Distributors, Traders and Dealers 12.1 Sales Channel 12.1.1 Direct Marketing 12.1.2 Indirect Marketing 12.2 Clopyralid Typical Distributors 12.3 Clopyralid Typical Customers 13 Research Findings and Conclusion 14 Appendix 14.1 Methodology 14.2 Research Process and Data Source 14.3 Disclaimer
                
List of Tables Table 1. Global Clopyralid Revenue by Type, (USD Million), 2021-2026 Table 2. Global Clopyralid Revenue by Application, (USD Million), 2021-2026 Table 3. Dow AgroSciences Basic Information, Manufacturing Base and Competitors Table 4. Dow AgroSciences Major Business Table 5. Dow AgroSciences Clopyralid Product and Services Table 6. Dow AgroSciences Clopyralid Sales (K MT), Price (USD/MT), Revenue (USD Million), Gross Margin and Market Share (2019-2021e) Table 7. Lier Chemical Basic Information, Manufacturing Base and Competitors Table 8. Lier Chemical Major Business Table 9. Lier Chemical Clopyralid Product and Services Table 10. Lier Chemical Clopyralid Sales (K MT), Price (USD/MT), Revenue (USD Million), Gross Margin and Market Share (2019-2021e) Table 11. Zhejiang Yongnong Chem Basic Information, Manufacturing Base and Competitors Table 12. Zhejiang Yongnong Chem Major Business Table 13. Zhejiang Yongnong Chem Clopyralid Product and Services Table 14. Zhejiang Yongnong Chem Clopyralid Sales (K MT), Price (USD/MT), Revenue (USD Million), Gross Margin and Market Share (2019-2021e) Table 15. Chongqing Shuangfeng Chemical Basic Information, Manufacturing Base and Competitors Table 16. Chongqing Shuangfeng Chemical Major Business Table 17. Chongqing Shuangfeng Chemical Clopyralid Product and Services Table 18. Chongqing Shuangfeng Chemical Clopyralid Sales (K MT), Price (USD/MT), Revenue (USD Million), Gross Margin and Market Share (2019-2021e) Table 19. Zhejiang Avilive Chemical Basic Information, Manufacturing Base and Competitors Table 20. Zhejiang Avilive Chemical Major Business Table 21. Zhejiang Avilive Chemical Clopyralid Product and Services Table 22. Zhejiang Avilive Chemical Clopyralid Sales (K MT), Price (USD/MT), Revenue (USD Million), Gross Margin and Market Share (2019-2021e) Table 23. Global Clopyralid Sales by Manufacturer (2019-2021e) & (K MT) Table 24. Global Clopyralid Revenue by Manufacturer (2019-2021e) & (USD Million) Table 25. Market Position of Manufacturers in Clopyralid, (Tier 1, Tier 2, and Tier 3), Based on Revenue in 2020 Table 26. Global Clopyralid Production Capacity by Company, (K MT): 2020 VS 2021 Table 27. Head Office and Clopyralid Production Site of Key Manufacturer Table 28. Clopyralid New Entrant and Capacity Expansion Plans Table 29. Clopyralid Mergers & Acquisitions in the Past Five Years Table 30. Global Clopyralid Sales by Region (2016-2021e) & (K MT) Table 31. Global Clopyralid Sales by Region (2021-2026) & (K MT) Table 32. Global Clopyralid Revenue by Region (2016-2021e) & (USD Million) Table 33. Global Clopyralid Revenue by Region (2021-2026) & (USD Million) Table 34. Global Clopyralid Sales by Type (2016-2021e) & (K MT) Table 35. Global Clopyralid Sales by Type (2021-2026) & (K MT) Table 36. Global Clopyralid Revenue by Type (2016-2021e) & (USD Million) Table 37. Global Clopyralid Revenue by Type (2021-2026) & (USD Million) Table 38. Global Clopyralid Price by Type (2016-2021e) & (USD/MT) Table 39. Global Clopyralid Price by Type (2021-2026) & (USD/MT) Table 40. Global Clopyralid Sales by Application (2016-2021e) & (K MT) Table 41. Global Clopyralid Sales by Application (2021-2026) & (K MT) Table 42. Global Clopyralid Revenue by Application (2016-2021e) & (USD Million) Table 43. Global Clopyralid Revenue by Application (2021-2026) & (USD Million) Table 44. Global Clopyralid Price by Application (2016-2021e) & (USD/MT) Table 45. Global Clopyralid Price by Application (2021-2026) & (USD/MT) Table 46. North America Clopyralid Sales by Country (2016-2021e) & (K MT) Table 47. North America Clopyralid Sales by Country (2021-2026) & (K MT) Table 48. North America Clopyralid Revenue by Country (2016-2021e) & (USD Million) Table 49. North America Clopyralid Revenue by Country (2021-2026) & (USD Million) Table 50. North America Clopyralid Sales by Type (2016-2021e) & (K MT) Table 51. North America Clopyralid Sales by Type (2021-2026) & (K MT) Table 52. North America Clopyralid Sales by Application (2016-2021e) & (K MT) Table 53. North America Clopyralid Sales by Application (2021-2026) & (K MT) Table 54. Europe Clopyralid Sales by Country (2016-2021e) & (K MT) Table 55. Europe Clopyralid Sales by Country (2021-2026) & (K MT) Table 56. Europe Clopyralid Revenue by Country (2016-2021e) & (USD Million) Table 57. Europe Clopyralid Revenue by Country (2021-2026) & (USD Million) Table 58. Europe Clopyralid Sales by Type (2016-2021e) & (K MT) Table 59. Europe Clopyralid Sales by Type (2021-2026) & (K MT) Table 60. Europe Clopyralid Sales by Application (2016-2021e) & (K MT) Table 61. Europe Clopyralid Sales by Application (2021-2026) & (K MT) Table 62. Asia-Pacific Clopyralid Sales by Region (2016-2021e) & (K MT) Table 63. Asia-Pacific Clopyralid Sales by Region (2021-2026) & (K MT) Table 64. Asia-Pacific Clopyralid Revenue by Region (2016-2021e) & (USD Million) Table 65. Asia-Pacific Clopyralid Revenue by Region (2021-2026) & (USD Million) Table 66. Asia-Pacific Clopyralid Sales by Type (2016-2021e) & (K MT) Table 67. Asia-Pacific Clopyralid Sales by Type (2021-2026) & (K MT) Table 68. Asia-Pacific Clopyralid Sales by Application (2016-2021e) & (K MT) Table 69. Asia-Pacific Clopyralid Sales by Application (2021-2026) & (K MT) Table 70. South America Clopyralid Sales by Country (2016-2021e) & (K MT) Table 71. South America Clopyralid Sales by Country (2021-2026) & (K MT) Table 72. South America Clopyralid Revenue by Country (2016-2021e) & (USD Million) Table 73. South America Clopyralid Revenue by Country (2021-2026) & (USD Million) Table 74. South America Clopyralid Sales by Type (2016-2021e) & (K MT) Table 75. South America Clopyralid Sales by Type (2021-2026) & (K MT) Table 76. South America Clopyralid Sales by Application (2016-2021e) & (K MT) Table 77. South America Clopyralid Sales by Application (2021-2026) & (K MT) Table 78. Middle East & Africa Clopyralid Sales by Country (2016-2021e) & (K MT) Table 79. Middle East & Africa Clopyralid Sales by Country (2021-2026) & (K MT) Table 80. Middle East & Africa Clopyralid Revenue by Country (2016-2021e) & (USD Million) Table 81. Middle East & Africa Clopyralid Revenue by Country (2021-2026) & (USD Million) Table 82. Middle East & Africa Clopyralid Sales by Type (2016-2021e) & (K MT) Table 83. Middle East & Africa Clopyralid Sales by Type (2021-2026) & (K MT) Table 84. Middle East & Africa Clopyralid Sales by Application (2016-2021e) & (K MT) Table 85. Middle East & Africa Clopyralid Sales by Application (2021-2026) & (K MT) Table 86. Direct Channel Pros & Cons Table 87. Indirect Channel Pros & Cons Table 88. Clopyralid Typical Distributors Table 89. Clopyralid Typical Customers List of Figures Figure 1. Clopyralid Picture Figure 2. Global Clopyralid Sales Market Share by Type in 2020 Figure 3. Clopyralid 95% TC Figure 4. Clopyralid 96% TC Figure 5. Other Figure 6. Global Clopyralid Sales Market Share by Application in 2020 Figure 7. Agriculture Figure 8. Horticulture Figure 9. Global Clopyralid Market Size, (USD Million) & (K MT): 2020 VS 2021 VS 2026 Figure 10. Global Clopyralid Market Size and Forecast (2016-2026) & (USD Million) Figure 11. Global Clopyralid Sales (2016-2026) & (K MT) Figure 12. Global Clopyralid Price by Type (2016-2026) & (USD/MT) Figure 13. Global Clopyralid Production Capacity (2016-2026) & (K MT) Figure 14. Global Clopyralid Production Capacity by Geographic Region: 2020 VS 2021 Figure 15. Clopyralid Market Drivers Figure 16. Clopyralid Market Restraints Figure 17. Clopyralid Market Trends Figure 18. Global Clopyralid Sales Market Share by Manufacturer in 2020 Figure 19. Global Clopyralid Revenue Market Share by Manufacturer in 2020 Figure 20. Clopyralid Market Share by Company Type (Tier 1, Tier 2, and Tier 3) Figure 21. Top 3 Clopyralid Manufacturer (Revenue) Market Share in 2020 Figure 22. Top 6 Clopyralid Manufacturer (Revenue) Market Share in 2020 Figure 23. Global Clopyralid Sales Market Share by Region (2016-2026) Figure 24. Global Clopyralid Revenue Market Share by Region (2016-2026) Figure 25. North America Clopyralid Revenue (2016-2026) & (USD Million) Figure 26. Europe Clopyralid Revenue (2016-2026) & (USD Million) Figure 27. Asia-Pacific Clopyralid Revenue (2016-2026) & (USD Million) Figure 28. South America Clopyralid Revenue (2016-2026) & (USD Million) Figure 29. Middle East & Africa Clopyralid Revenue (2016-2026) & (USD Million) Figure 30. Global Clopyralid Sales Market Share by Type (2016-2026) Figure 31. Global Clopyralid Revenue Market Share by Type (2016-2026) Figure 32. Global Clopyralid Price by Type (2016-2026) & (USD/MT) Figure 33. Global Clopyralid Sales Market Share by Application (2016-2026) Figure 34. Global Clopyralid Revenue Market Share by Application (2016-2026) Figure 35. Global Clopyralid Price by Application (2016-2026) & (USD/MT) Figure 36. North America Clopyralid Sales Market Share by Type (2016-2026) Figure 37. North America Clopyralid Sales Market Share by Application (2016-2026) Figure 38. North America Clopyralid Sales Market Share by Country (2016-2026) Figure 39. North America Clopyralid Revenue Market Share by Country (2016-2026) Figure 40. United States Clopyralid Revenue and Growth Rate (2016-2026) & (USD Million) Figure 41. Canada Clopyralid Revenue and Growth Rate (2016-2026) & (USD Million) Figure 42. Mexico Clopyralid Revenue and Growth Rate (2016-2026) & (USD Million) Figure 43. Europe Clopyralid Sales Market Share by Type (2016-2026) Figure 44. Europe Clopyralid Sales Market Share by Application (2016-2026) Figure 45. Europe Clopyralid Sales Market Share by Country (2016-2026) Figure 46. Europe Clopyralid Revenue Market Share by Country (2016-2026) Figure 47. Germany Clopyralid Revenue and Growth Rate (2016-2026) & (USD Million) Figure 48. France Clopyralid Revenue and Growth Rate (2016-2026) & (USD Million) Figure 49. United Kingdom Clopyralid Revenue and Growth Rate (2016-2026) & (USD Million) Figure 50. Russia Clopyralid Revenue and Growth Rate (2016-2026) & (USD Million) Figure 51. Italy Clopyralid Revenue and Growth Rate (2016-2026) & (USD Million) Figure 52. Asia-Pacific Clopyralid Sales Market Share by Region (2016-2026) Figure 53. Asia-Pacific Clopyralid Sales Market Share by Application (2016-2026) Figure 54. Asia-Pacific Clopyralid Sales Market Share by Region (2016-2026) Figure 55. Asia-Pacific Clopyralid Revenue Market Share by Region (2016-2026) Figure 56. China Clopyralid Revenue and Growth Rate (2016-2026) & (USD Million) Figure 57. Japan Clopyralid Revenue and Growth Rate (2016-2026) & (USD Million) Figure 58. Korea Clopyralid Revenue and Growth Rate (2016-2026) & (USD Million) Figure 59. India Clopyralid Revenue and Growth Rate (2016-2026) & (USD Million) Figure 60. Southeast Asia Clopyralid Revenue and Growth Rate (2016-2026) & (USD Million) Figure 61. Australia Clopyralid Revenue and Growth Rate (2016-2026) & (USD Million) Figure 62. South America Clopyralid Sales Market Share by Type (2016-2026) Figure 63. South America Clopyralid Sales Market Share by Application (2016-2026) Figure 64. South America Clopyralid Sales Market Share by Country (2016-2026) Figure 65. South America Clopyralid Revenue Market Share by Country (2016-2026) Figure 66. Brazil Clopyralid Revenue and Growth Rate (2016-2026) & (USD Million) Figure 67. Argentina Clopyralid Revenue and Growth Rate (2016-2026) & (USD Million) Figure 68. Middle East & Africa Clopyralid Sales Market Share by Type (2016-2026) Figure 69. Middle East & Africa Clopyralid Sales Market Share by Application (2016-2026) Figure 70. Middle East & Africa Clopyralid Sales Market Share by Country (2016-2026) Figure 71. Middle East & Africa Clopyralid Revenue Market Share by Country (2016-2026) Figure 72. Turkey Clopyralid Revenue and Growth Rate (2016-2026) & (USD Million) Figure 73. Egypt Clopyralid Revenue and Growth Rate (2016-2026) & (USD Million) Figure 74. Saudi Arabia Clopyralid Revenue and Growth Rate (2016-2026) & (USD Million) Figure 75. South Africa Clopyralid Revenue and Growth Rate (2016-2026) & (USD Million) Figure 76. Sales Channel: Direct Channel vs Indirect Channel Figure 77. Methodology Figure 78. Research Process and Data Source

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