1 Market Overview
1.1 Bioinsecticides Introduction
1.2 Market Analysis by Type
1.2.1 Overview: Global Bioinsecticides Revenue by Type: 2017 Versus 2021 Versus 2028
1.2.2 Bacillus Thuringiensis
1.2.3 Insect Viruses
1.2.4 Plant Extract
1.3 Market Analysis by Application
1.3.1 Overview: Global Bioinsecticides Revenue by Application: 2017 Versus 2021 Versus 2028
1.3.2 Cereals & Grains
1.3.3 Fruits & Vegetables
1.3.4 Oilseeds & Pulses
1.3.5 Turfs & Ornamentals
1.3.6 Others
1.4 Global Bioinsecticides Market Size & Forecast
1.4.1 Global Bioinsecticides Sales in Value (2017 & 2021 & 2028)
1.4.2 Global Bioinsecticides Sales in Volume (2017-2028)
1.4.3 Global Bioinsecticides Price (2017-2028)
1.5 Global Bioinsecticides Production Capacity Analysis
1.5.1 Global Bioinsecticides Total Production Capacity (2017-2028)
1.5.2 Global Bioinsecticides Production Capacity by Geographic Region
1.6 Market Drivers, Restraints and Trends
1.6.1 Bioinsecticides Market Drivers
1.6.2 Bioinsecticides Market Restraints
1.6.3 Bioinsecticides Trends Analysis
2 Manufacturers Profiles
2.1 BASF
2.1.1 BASF Details
2.1.2 BASF Major Business
2.1.3 BASF Bioinsecticides Product and Services
2.1.4 BASF Bioinsecticides Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.2 DuPont
2.2.1 DuPont Details
2.2.2 DuPont Major Business
2.2.3 DuPont Bioinsecticides Product and Services
2.2.4 DuPont Bioinsecticides Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.3 Monsanto
2.3.1 Monsanto Details
2.3.2 Monsanto Major Business
2.3.3 Monsanto Bioinsecticides Product and Services
2.3.4 Monsanto Bioinsecticides Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.4 Marrone Bio Innovations
2.4.1 Marrone Bio Innovations Details
2.4.2 Marrone Bio Innovations Major Business
2.4.3 Marrone Bio Innovations Bioinsecticides Product and Services
2.4.4 Marrone Bio Innovations Bioinsecticides Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.5 Wuhan Kono Biological Technology
2.5.1 Wuhan Kono Biological Technology Details
2.5.2 Wuhan Kono Biological Technology Major Business
2.5.3 Wuhan Kono Biological Technology Bioinsecticides Product and Services
2.5.4 Wuhan Kono Biological Technology Bioinsecticides Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.6 Vestaron
2.6.1 Vestaron Details
2.6.2 Vestaron Major Business
2.6.3 Vestaron Bioinsecticides Product and Services
2.6.4 Vestaron Bioinsecticides Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
3 Bioinsecticides Breakdown Data by Manufacturer
3.1 Global Bioinsecticides Sales in Volume by Manufacturer (2019, 2020, 2021, and 2022)
3.2 Global Bioinsecticides Revenue by Manufacturer (2019, 2020, 2021, and 2022)
3.3 Key Manufacturer Market Position in Bioinsecticides
3.4 Market Concentration Rate
3.4.1 Top 3 Bioinsecticides Manufacturer Market Share in 2021
3.4.2 Top 6 Bioinsecticides Manufacturer Market Share in 2021
3.5 Global Bioinsecticides Production Capacity by Company: 2021 VS 2022
3.6 Manufacturer by Geography: Head Office and Bioinsecticides Production Site
3.7 New Entrant and Capacity Expansion Plans
3.8 Mergers & Acquisitions
4 Market Analysis by Region
4.1 Global Bioinsecticides Market Size by Region
4.1.1 Global Bioinsecticides Sales in Volume by Region (2017-2028)
4.1.2 Global Bioinsecticides Revenue by Region (2017-2028)
4.2 North America Bioinsecticides Revenue (2017-2028)
4.3 Europe Bioinsecticides Revenue (2017-2028)
4.4 Asia-Pacific Bioinsecticides Revenue (2017-2028)
4.5 South America Bioinsecticides Revenue (2017-2028)
4.6 Middle East and Africa Bioinsecticides Revenue (2017-2028)
5 Market Segment by Type
5.1 Global Bioinsecticides Sales in Volume by Type (2017-2028)
5.2 Global Bioinsecticides Revenue by Type (2017-2028)
5.3 Global Bioinsecticides Price by Type (2017-2028)
6 Market Segment by Application
6.1 Global Bioinsecticides Sales in Volume by Application (2017-2028)
6.2 Global Bioinsecticides Revenue by Application (2017-2028)
6.3 Global Bioinsecticides Price by Application (2017-2028)
7 North America by Country, by Type, and by Application
7.1 North America Bioinsecticides Sales by Type (2017-2028)
7.2 North America Bioinsecticides Sales by Application (2017-2028)
7.3 North America Bioinsecticides Market Size by Country
7.3.1 North America Bioinsecticides Sales in Volume by Country (2017-2028)
7.3.2 North America Bioinsecticides Revenue by Country (2017-2028)
7.3.3 United States Market Size and Forecast (2017-2028)
7.3.4 Canada Market Size and Forecast (2017-2028)
7.3.5 Mexico Market Size and Forecast (2017-2028)
8 Europe by Country, by Type, and by Application
8.1 Europe Bioinsecticides Sales by Type (2017-2028)
8.2 Europe Bioinsecticides Sales by Application (2017-2028)
8.3 Europe Bioinsecticides Market Size by Country
8.3.1 Europe Bioinsecticides Sales in Volume by Country (2017-2028)
8.3.2 Europe Bioinsecticides Revenue by Country (2017-2028)
8.3.3 Germany Market Size and Forecast (2017-2028)
8.3.4 France Market Size and Forecast (2017-2028)
8.3.5 United Kingdom Market Size and Forecast (2017-2028)
8.3.6 Russia Market Size and Forecast (2017-2028)
8.3.7 Italy Market Size and Forecast (2017-2028)
9 Asia-Pacific by Region, by Type, and by Application
9.1 Asia-Pacific Bioinsecticides Sales by Type (2017-2028)
9.2 Asia-Pacific Bioinsecticides Sales by Application (2017-2028)
9.3 Asia-Pacific Bioinsecticides Market Size by Region
9.3.1 Asia-Pacific Bioinsecticides Sales in Volume by Region (2017-2028)
9.3.2 Asia-Pacific Bioinsecticides Revenue by Region (2017-2028)
9.3.3 China Market Size and Forecast (2017-2028)
9.3.4 Japan Market Size and Forecast (2017-2028)
9.3.5 Korea Market Size and Forecast (2017-2028)
9.3.6 India Market Size and Forecast (2017-2028)
9.3.7 Southeast Asia Market Size and Forecast (2017-2028)
9.3.8 Australia Market Size and Forecast (2017-2028)
10 South America by Region, by Type, and by Application
10.1 South America Bioinsecticides Sales by Type (2017-2028)
10.2 South America Bioinsecticides Sales by Application (2017-2028)
10.3 South America Bioinsecticides Market Size by Country
10.3.1 South America Bioinsecticides Sales in Volume by Country (2017-2028)
10.3.2 South America Bioinsecticides Revenue by Country (2017-2028)
10.3.3 Brazil Market Size and Forecast (2017-2028)
10.3.4 Argentina Market Size and Forecast (2017-2028)
11 Middle East & Africa by Country, by Type, and by Application
11.1 Middle East & Africa Bioinsecticides Sales by Type (2017-2028)
11.2 Middle East & Africa Bioinsecticides Sales by Application (2017-2028)
11.3 Middle East & Africa Bioinsecticides Market Size by Country
11.3.1 Middle East & Africa Bioinsecticides Sales in Volume by Country (2017-2028)
11.3.2 Middle East & Africa Bioinsecticides Revenue by Country (2017-2028)
11.3.3 Turkey Market Size and Forecast (2017-2028)
11.3.4 Egypt Market Size and Forecast (2017-2028)
11.3.5 Saudi Arabia Market Size and Forecast (2017-2028)
11.3.6 South Africa Market Size and Forecast (2017-2028)
12 Raw Material and Industry Chain
12.1 Raw Material of Bioinsecticides and Key Manufacturers
12.2 Manufacturing Costs Percentage of Bioinsecticides
12.3 Bioinsecticides Production Process
12.4 Bioinsecticides Industrial Chain
13 Sales Channel, Distributors, Traders and Dealers
13.1 Sales Channel
13.1.1 Direct Marketing
13.1.2 Indirect Marketing
13.2 Bioinsecticides Typical Distributors
13.3 Bioinsecticides Typical Customers
14 Research Findings and Conclusion
15 Appendix
15.1 Methodology
15.2 Research Process and Data Source
15.3 Disclaimer
Table 1. Global Bioinsecticides Revenue by Type, (USD Million), 2017 & 2021 & 2028
Table 2. Global Bioinsecticides Revenue by Application, (USD Million), 2017 & 2021 & 2028
Table 3. BASF Basic Information, Manufacturing Base and Competitors
Table 4. BASF Major Business
Table 5. BASF Bioinsecticides Product and Services
Table 6. BASF Bioinsecticides Sales (K MT), Price (USD/MT), Revenue (USD Million), Gross Margin and Market Share (2019, 2020, 2021, and 2022)
Table 7. DuPont Basic Information, Manufacturing Base and Competitors
Table 8. DuPont Major Business
Table 9. DuPont Bioinsecticides Product and Services
Table 10. DuPont Bioinsecticides Sales (K MT), Price (USD/MT), Revenue (USD Million), Gross Margin and Market Share (2019, 2020, 2021, and 2022)
Table 11. Monsanto Basic Information, Manufacturing Base and Competitors
Table 12. Monsanto Major Business
Table 13. Monsanto Bioinsecticides Product and Services
Table 14. Monsanto Bioinsecticides Sales (K MT), Price (USD/MT), Revenue (USD Million), Gross Margin and Market Share (2019, 2020, 2021, and 2022)
Table 15. Marrone Bio Innovations Basic Information, Manufacturing Base and Competitors
Table 16. Marrone Bio Innovations Major Business
Table 17. Marrone Bio Innovations Bioinsecticides Product and Services
Table 18. Marrone Bio Innovations Bioinsecticides Sales (K MT), Price (USD/MT), Revenue (USD Million), Gross Margin and Market Share (2019, 2020, 2021, and 2022)
Table 19. Wuhan Kono Biological Technology Basic Information, Manufacturing Base and Competitors
Table 20. Wuhan Kono Biological Technology Major Business
Table 21. Wuhan Kono Biological Technology Bioinsecticides Product and Services
Table 22. Wuhan Kono Biological Technology Bioinsecticides Sales (K MT), Price (USD/MT), Revenue (USD Million), Gross Margin and Market Share (2019, 2020, 2021, and 2022)
Table 23. Vestaron Basic Information, Manufacturing Base and Competitors
Table 24. Vestaron Major Business
Table 25. Vestaron Bioinsecticides Product and Services
Table 26. Vestaron Bioinsecticides Sales (K MT), Price (USD/MT), Revenue (USD Million), Gross Margin and Market Share (2019, 2020, 2021, and 2022)
Table 27. Global Bioinsecticides Sales by Manufacturer (2019, 2020, 2021, and 2022) & (K MT)
Table 28. Global Bioinsecticides Revenue by Manufacturer (2019, 2020, 2021, and 2022) & (USD Million)
Table 29. Market Position of Manufacturers in Bioinsecticides, (Tier 1, Tier 2, and Tier 3), Based on Revenue in 2021
Table 30. Global Bioinsecticides Production Capacity by Company, (K MT): 2020 VS 2021
Table 31. Head Office and Bioinsecticides Production Site of Key Manufacturer
Table 32. Bioinsecticides New Entrant and Capacity Expansion Plans
Table 33. Bioinsecticides Mergers & Acquisitions in the Past Five Years
Table 34. Global Bioinsecticides Sales by Region (2017-2022) & (K MT)
Table 35. Global Bioinsecticides Sales by Region (2023-2028) & (K MT)
Table 36. Global Bioinsecticides Revenue by Region (2017-2022) & (USD Million)
Table 37. Global Bioinsecticides Revenue by Region (2023-2028) & (USD Million)
Table 38. Global Bioinsecticides Sales by Type (2017-2022) & (K MT)
Table 39. Global Bioinsecticides Sales by Type (2023-2028) & (K MT)
Table 40. Global Bioinsecticides Revenue by Type (2017-2022) & (USD Million)
Table 41. Global Bioinsecticides Revenue by Type (2023-2028) & (USD Million)
Table 42. Global Bioinsecticides Price by Type (2017-2022) & (USD/MT)
Table 43. Global Bioinsecticides Price by Type (2023-2028) & (USD/MT)
Table 44. Global Bioinsecticides Sales by Application (2017-2022) & (K MT)
Table 45. Global Bioinsecticides Sales by Application (2023-2028) & (K MT)
Table 46. Global Bioinsecticides Revenue by Application (2017-2022) & (USD Million)
Table 47. Global Bioinsecticides Revenue by Application (2023-2028) & (USD Million)
Table 48. Global Bioinsecticides Price by Application (2017-2022) & (USD/MT)
Table 49. Global Bioinsecticides Price by Application (2023-2028) & (USD/MT)
Table 50. North America Bioinsecticides Sales by Country (2017-2022) & (K MT)
Table 51. North America Bioinsecticides Sales by Country (2023-2028) & (K MT)
Table 52. North America Bioinsecticides Revenue by Country (2017-2022) & (USD Million)
Table 53. North America Bioinsecticides Revenue by Country (2023-2028) & (USD Million)
Table 54. North America Bioinsecticides Sales by Type (2017-2022) & (K MT)
Table 55. North America Bioinsecticides Sales by Type (2023-2028) & (K MT)
Table 56. North America Bioinsecticides Sales by Application (2017-2022) & (K MT)
Table 57. North America Bioinsecticides Sales by Application (2023-2028) & (K MT)
Table 58. Europe Bioinsecticides Sales by Country (2017-2022) & (K MT)
Table 59. Europe Bioinsecticides Sales by Country (2023-2028) & (K MT)
Table 60. Europe Bioinsecticides Revenue by Country (2017-2022) & (USD Million)
Table 61. Europe Bioinsecticides Revenue by Country (2023-2028) & (USD Million)
Table 62. Europe Bioinsecticides Sales by Type (2017-2022) & (K MT)
Table 63. Europe Bioinsecticides Sales by Type (2023-2028) & (K MT)
Table 64. Europe Bioinsecticides Sales by Application (2017-2022) & (K MT)
Table 65. Europe Bioinsecticides Sales by Application (2023-2028) & (K MT)
Table 66. Asia-Pacific Bioinsecticides Sales by Region (2017-2022) & (K MT)
Table 67. Asia-Pacific Bioinsecticides Sales by Region (2023-2028) & (K MT)
Table 68. Asia-Pacific Bioinsecticides Revenue by Region (2017-2022) & (USD Million)
Table 69. Asia-Pacific Bioinsecticides Revenue by Region (2023-2028) & (USD Million)
Table 70. Asia-Pacific Bioinsecticides Sales by Type (2017-2022) & (K MT)
Table 71. Asia-Pacific Bioinsecticides Sales by Type (2023-2028) & (K MT)
Table 72. Asia-Pacific Bioinsecticides Sales by Application (2017-2022) & (K MT)
Table 73. Asia-Pacific Bioinsecticides Sales by Application (2023-2028) & (K MT)
Table 74. South America Bioinsecticides Sales by Country (2017-2022) & (K MT)
Table 75. South America Bioinsecticides Sales by Country (2023-2028) & (K MT)
Table 76. South America Bioinsecticides Revenue by Country (2017-2022) & (USD Million)
Table 77. South America Bioinsecticides Revenue by Country (2023-2028) & (USD Million)
Table 78. South America Bioinsecticides Sales by Type (2017-2022) & (K MT)
Table 79. South America Bioinsecticides Sales by Type (2023-2028) & (K MT)
Table 80. South America Bioinsecticides Sales by Application (2017-2022) & (K MT)
Table 81. South America Bioinsecticides Sales by Application (2023-2028) & (K MT)
Table 82. Middle East & Africa Bioinsecticides Sales by Region (2017-2022) & (K MT)
Table 83. Middle East & Africa Bioinsecticides Sales by Region (2023-2028) & (K MT)
Table 84. Middle East & Africa Bioinsecticides Revenue by Region (2017-2022) & (USD Million)
Table 85. Middle East & Africa Bioinsecticides Revenue by Region (2023-2028) & (USD Million)
Table 86. Middle East & Africa Bioinsecticides Sales by Type (2017-2022) & (K MT)
Table 87. Middle East & Africa Bioinsecticides Sales by Type (2023-2028) & (K MT)
Table 88. Middle East & Africa Bioinsecticides Sales by Application (2017-2022) & (K MT)
Table 89. Middle East & Africa Bioinsecticides Sales by Application (2023-2028) & (K MT)
Table 90. Bioinsecticides Raw Material
Table 91. Key Manufacturers of Bioinsecticides Raw Materials
Table 92. Direct Channel Pros & Cons
Table 93. Indirect Channel Pros & Cons
Table 94. Bioinsecticides Typical Distributors
Table 95. Bioinsecticides Typical Customers
List of Figures
Figure 1. Bioinsecticides Picture
Figure 2. Global Bioinsecticides Revenue Market Share by Type in 2021
Figure 3. Bacillus Thuringiensis
Figure 4. Insect Viruses
Figure 5. Plant Extract
Figure 6. Global Bioinsecticides Revenue Market Share by Application in 2021
Figure 7. Cereals & Grains
Figure 8. Fruits & Vegetables
Figure 9. Oilseeds & Pulses
Figure 10. Turfs & Ornamentals
Figure 11. Others
Figure 12. Global Bioinsecticides Revenue, (USD Million) & (K MT): 2017 & 2021 & 2028
Figure 13. Global Bioinsecticides Revenue and Forecast (2017-2028) & (USD Million)
Figure 14. Global Bioinsecticides Sales (2017-2028) & (K MT)
Figure 15. Global Bioinsecticides Price (2017-2028) & (USD/MT)
Figure 16. Global Bioinsecticides Production Capacity (2017-2028) & (K MT)
Figure 17. Global Bioinsecticides Production Capacity by Geographic Region: 2022 VS 2028
Figure 18. Bioinsecticides Market Drivers
Figure 19. Bioinsecticides Market Restraints
Figure 20. Bioinsecticides Market Trends
Figure 21. Global Bioinsecticides Sales Market Share by Manufacturer in 2021
Figure 22. Global Bioinsecticides Revenue Market Share by Manufacturer in 2021
Figure 23. Bioinsecticides Market Share by Company Type (Tier 1, Tier 2, and Tier 3) in 2021
Figure 24. Top 3 Bioinsecticides Manufacturer (Revenue) Market Share in 2021
Figure 25. Top 6 Bioinsecticides Manufacturer (Revenue) Market Share in 2021
Figure 26. Global Bioinsecticides Sales Market Share by Region (2017-2028)
Figure 27. Global Bioinsecticides Revenue Market Share by Region (2017-2028)
Figure 28. North America Bioinsecticides Revenue (2017-2028) & (USD Million)
Figure 29. Europe Bioinsecticides Revenue (2017-2028) & (USD Million)
Figure 30. Asia-Pacific Bioinsecticides Revenue (2017-2028) & (USD Million)
Figure 31. South America Bioinsecticides Revenue (2017-2028) & (USD Million)
Figure 32. Middle East & Africa Bioinsecticides Revenue (2017-2028) & (USD Million)
Figure 33. Global Bioinsecticides Sales Market Share by Type (2017-2028)
Figure 34. Global Bioinsecticides Revenue Market Share by Type (2017-2028)
Figure 35. Global Bioinsecticides Price by Type (2017-2028) & (USD/MT)
Figure 36. Global Bioinsecticides Sales Market Share by Application (2017-2028)
Figure 37. Global Bioinsecticides Revenue Market Share by Application (2017-2028)
Figure 38. Global Bioinsecticides Price by Application (2017-2028) & (USD/MT)
Figure 39. North America Bioinsecticides Sales Market Share by Type (2017-2028)
Figure 40. North America Bioinsecticides Sales Market Share by Application (2017-2028)
Figure 41. North America Bioinsecticides Sales Market Share by Country (2017-2028)
Figure 42. North America Bioinsecticides Revenue Market Share by Country (2017-2028)
Figure 43. United States Bioinsecticides Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 44. Canada Bioinsecticides Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 45. Mexico Bioinsecticides Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 46. Europe Bioinsecticides Sales Market Share by Type (2017-2028)
Figure 47. Europe Bioinsecticides Sales Market Share by Application (2017-2028)
Figure 48. Europe Bioinsecticides Sales Market Share by Country (2017-2028)
Figure 49. Europe Bioinsecticides Revenue Market Share by Country (2017-2028)
Figure 50. Germany Bioinsecticides Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 51. France Bioinsecticides Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 52. United Kingdom Bioinsecticides Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 53. Russia Bioinsecticides Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 54. Italy Bioinsecticides Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 55. Asia-Pacific Bioinsecticides Sales Market Share by Region (2017-2028)
Figure 56. Asia-Pacific Bioinsecticides Sales Market Share by Application (2017-2028)
Figure 57. Asia-Pacific Bioinsecticides Sales Market Share by Region (2017-2028)
Figure 58. Asia-Pacific Bioinsecticides Revenue Market Share by Region (2017-2028)
Figure 59. China Bioinsecticides Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 60. Japan Bioinsecticides Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 61. Korea Bioinsecticides Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 62. India Bioinsecticides Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 63. Southeast Asia Bioinsecticides Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 64. Australia Bioinsecticides Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 65. South America Bioinsecticides Sales Market Share by Type (2017-2028)
Figure 66. South America Bioinsecticides Sales Market Share by Application (2017-2028)
Figure 67. South America Bioinsecticides Sales Market Share by Country (2017-2028)
Figure 68. South America Bioinsecticides Revenue Market Share by Country (2017-2028)
Figure 69. Brazil Bioinsecticides Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 70. Argentina Bioinsecticides Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 71. Middle East & Africa Bioinsecticides Sales Market Share by Type (2017-2028)
Figure 72. Middle East & Africa Bioinsecticides Sales Market Share by Application (2017-2028)
Figure 73. Middle East & Africa Bioinsecticides Sales Market Share by Region (2017-2028)
Figure 74. Middle East & Africa Bioinsecticides Revenue Market Share by Region (2017-2028)
Figure 75. Turkey Bioinsecticides Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 76. Egypt Bioinsecticides Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 77. Saudi Arabia Bioinsecticides Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 78. South Africa Bioinsecticides Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 79. Manufacturing Cost Structure Analysis of Bioinsecticides in 2021
Figure 80. Manufacturing Process Analysis of Bioinsecticides
Figure 81. Bioinsecticides Industrial Chain
Figure 82. Sales Channel: Direct Channel vs Indirect Channel
Figure 83. Methodology
Figure 84. Research Process and Data Source
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