Index
1 Market Overview
1.1 Dimethyl Isosorbide Introduction
1.2 Market Analysis by Type
1.2.1 Overview: Global Dimethyl Isosorbide Revenue by Type: 2017 Versus 2021 Versus 2028
1.2.2 98% Purity
1.2.3 99% Purity
1.2.4 Other
1.3 Market Analysis by Application
1.3.1 Overview: Global Dimethyl Isosorbide Revenue by Application: 2017 Versus 2021 Versus 2028
1.3.2 Skin Care Product
1.3.3 Hair Care Product
1.3.4 Other
1.4 Global Dimethyl Isosorbide Market Size & Forecast
1.4.1 Global Dimethyl Isosorbide Sales in Value (2017 & 2021 & 2028)
1.4.2 Global Dimethyl Isosorbide Sales in Volume (2017-2028)
1.4.3 Global Dimethyl Isosorbide Price (2017-2028)
1.5 Global Dimethyl Isosorbide Production Capacity Analysis
1.5.1 Global Dimethyl Isosorbide Total Production Capacity (2017-2028)
1.5.2 Global Dimethyl Isosorbide Production Capacity by Geographic Region
1.6 Market Drivers, Restraints and Trends
1.6.1 Dimethyl Isosorbide Market Drivers
1.6.2 Dimethyl Isosorbide Market Restraints
1.6.3 Dimethyl Isosorbide Trends Analysis
2 Manufacturers Profiles
2.1 Comercial Química Massó
2.1.1 Comercial Química Massó Details
2.1.2 Comercial Química Massó Major Business
2.1.3 Comercial Química Massó Dimethyl Isosorbide Product and Services
2.1.4 Comercial Química Massó Dimethyl Isosorbide Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.2 Croda
2.2.1 Croda Details
2.2.2 Croda Major Business
2.2.3 Croda Dimethyl Isosorbide Product and Services
2.2.4 Croda Dimethyl Isosorbide Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.3 Grant Industries
2.3.1 Grant Industries Details
2.3.2 Grant Industries Major Business
2.3.3 Grant Industries Dimethyl Isosorbide Product and Services
2.3.4 Grant Industries Dimethyl Isosorbide Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
3 Dimethyl Isosorbide Breakdown Data by Manufacturer
3.1 Global Dimethyl Isosorbide Sales in Volume by Manufacturer (2019, 2020, 2021, and 2022)
3.2 Global Dimethyl Isosorbide Revenue by Manufacturer (2019, 2020, 2021, and 2022)
3.3 Key Manufacturer Market Position in Dimethyl Isosorbide
3.4 Market Concentration Rate
3.4.1 Top 3 Dimethyl Isosorbide Manufacturer Market Share in 2021
3.4.2 Top 6 Dimethyl Isosorbide Manufacturer Market Share in 2021
3.5 Global Dimethyl Isosorbide Production Capacity by Company: 2021 VS 2022
3.6 Manufacturer by Geography: Head Office and Dimethyl Isosorbide Production Site
3.7 New Entrant and Capacity Expansion Plans
3.8 Mergers & Acquisitions
4 Market Analysis by Region
4.1 Global Dimethyl Isosorbide Market Size by Region
4.1.1 Global Dimethyl Isosorbide Sales in Volume by Region (2017-2028)
4.1.2 Global Dimethyl Isosorbide Revenue by Region (2017-2028)
4.2 North America Dimethyl Isosorbide Revenue (2017-2028)
4.3 Europe Dimethyl Isosorbide Revenue (2017-2028)
4.4 Asia-Pacific Dimethyl Isosorbide Revenue (2017-2028)
4.5 South America Dimethyl Isosorbide Revenue (2017-2028)
4.6 Middle East and Africa Dimethyl Isosorbide Revenue (2017-2028)
5 Market Segment by Type
5.1 Global Dimethyl Isosorbide Sales in Volume by Type (2017-2028)
5.2 Global Dimethyl Isosorbide Revenue by Type (2017-2028)
5.3 Global Dimethyl Isosorbide Price by Type (2017-2028)
6 Market Segment by Application
6.1 Global Dimethyl Isosorbide Sales in Volume by Application (2017-2028)
6.2 Global Dimethyl Isosorbide Revenue by Application (2017-2028)
6.3 Global Dimethyl Isosorbide Price by Application (2017-2028)
7 North America by Country, by Type, and by Application
7.1 North America Dimethyl Isosorbide Sales by Type (2017-2028)
7.2 North America Dimethyl Isosorbide Sales by Application (2017-2028)
7.3 North America Dimethyl Isosorbide Market Size by Country
7.3.1 North America Dimethyl Isosorbide Sales in Volume by Country (2017-2028)
7.3.2 North America Dimethyl Isosorbide 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 Dimethyl Isosorbide Sales by Type (2017-2028)
8.2 Europe Dimethyl Isosorbide Sales by Application (2017-2028)
8.3 Europe Dimethyl Isosorbide Market Size by Country
8.3.1 Europe Dimethyl Isosorbide Sales in Volume by Country (2017-2028)
8.3.2 Europe Dimethyl Isosorbide 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 Dimethyl Isosorbide Sales by Type (2017-2028)
9.2 Asia-Pacific Dimethyl Isosorbide Sales by Application (2017-2028)
9.3 Asia-Pacific Dimethyl Isosorbide Market Size by Region
9.3.1 Asia-Pacific Dimethyl Isosorbide Sales in Volume by Region (2017-2028)
9.3.2 Asia-Pacific Dimethyl Isosorbide 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 Dimethyl Isosorbide Sales by Type (2017-2028)
10.2 South America Dimethyl Isosorbide Sales by Application (2017-2028)
10.3 South America Dimethyl Isosorbide Market Size by Country
10.3.1 South America Dimethyl Isosorbide Sales in Volume by Country (2017-2028)
10.3.2 South America Dimethyl Isosorbide 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 Dimethyl Isosorbide Sales by Type (2017-2028)
11.2 Middle East & Africa Dimethyl Isosorbide Sales by Application (2017-2028)
11.3 Middle East & Africa Dimethyl Isosorbide Market Size by Country
11.3.1 Middle East & Africa Dimethyl Isosorbide Sales in Volume by Country (2017-2028)
11.3.2 Middle East & Africa Dimethyl Isosorbide 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 Dimethyl Isosorbide and Key Manufacturers
12.2 Manufacturing Costs Percentage of Dimethyl Isosorbide
12.3 Dimethyl Isosorbide Production Process
12.4 Dimethyl Isosorbide 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 Dimethyl Isosorbide Typical Distributors
13.3 Dimethyl Isosorbide Typical Customers
14 Research Findings and Conclusion
15 Appendix
15.1 Methodology
15.2 Research Process and Data Source
15.3 Disclaimer
List of Tables
List of Tables
Table 1. Global Dimethyl Isosorbide Revenue by Type, (USD Million), 2017 & 2021 & 2028
Table 2. Global Dimethyl Isosorbide Revenue by Application, (USD Million), 2017 & 2021 & 2028
Table 3. Comercial Química Massó Basic Information, Manufacturing Base and Competitors
Table 4. Comercial Química Massó Major Business
Table 5. Comercial Química Massó Dimethyl Isosorbide Product and Services
Table 6. Comercial Química Massó Dimethyl Isosorbide Sales (Kiloton), Price (US$/Ton), Revenue (USD Million), Gross Margin and Market Share (2019, 2020, 2021, and 2022)
Table 7. Croda Basic Information, Manufacturing Base and Competitors
Table 8. Croda Major Business
Table 9. Croda Dimethyl Isosorbide Product and Services
Table 10. Croda Dimethyl Isosorbide Sales (Kiloton), Price (US$/Ton), Revenue (USD Million), Gross Margin and Market Share (2019, 2020, 2021, and 2022)
Table 11. Grant Industries Basic Information, Manufacturing Base and Competitors
Table 12. Grant Industries Major Business
Table 13. Grant Industries Dimethyl Isosorbide Product and Services
Table 14. Grant Industries Dimethyl Isosorbide Sales (Kiloton), Price (US$/Ton), Revenue (USD Million), Gross Margin and Market Share (2019, 2020, 2021, and 2022)
Table 15. Global Dimethyl Isosorbide Sales by Manufacturer (2019, 2020, 2021, and 2022) & (Kiloton)
Table 16. Global Dimethyl Isosorbide Revenue by Manufacturer (2019, 2020, 2021, and 2022) & (USD Million)
Table 17. Market Position of Manufacturers in Dimethyl Isosorbide, (Tier 1, Tier 2, and Tier 3), Based on Revenue in 2021
Table 18. Global Dimethyl Isosorbide Production Capacity by Company, (Kiloton): 2020 VS 2021
Table 19. Head Office and Dimethyl Isosorbide Production Site of Key Manufacturer
Table 20. Dimethyl Isosorbide New Entrant and Capacity Expansion Plans
Table 21. Dimethyl Isosorbide Mergers & Acquisitions in the Past Five Years
Table 22. Global Dimethyl Isosorbide Sales by Region (2017-2022) & (Kiloton)
Table 23. Global Dimethyl Isosorbide Sales by Region (2023-2028) & (Kiloton)
Table 24. Global Dimethyl Isosorbide Revenue by Region (2017-2022) & (USD Million)
Table 25. Global Dimethyl Isosorbide Revenue by Region (2023-2028) & (USD Million)
Table 26. Global Dimethyl Isosorbide Sales by Type (2017-2022) & (Kiloton)
Table 27. Global Dimethyl Isosorbide Sales by Type (2023-2028) & (Kiloton)
Table 28. Global Dimethyl Isosorbide Revenue by Type (2017-2022) & (USD Million)
Table 29. Global Dimethyl Isosorbide Revenue by Type (2023-2028) & (USD Million)
Table 30. Global Dimethyl Isosorbide Price by Type (2017-2022) & (US$/Ton)
Table 31. Global Dimethyl Isosorbide Price by Type (2023-2028) & (US$/Ton)
Table 32. Global Dimethyl Isosorbide Sales by Application (2017-2022) & (Kiloton)
Table 33. Global Dimethyl Isosorbide Sales by Application (2023-2028) & (Kiloton)
Table 34. Global Dimethyl Isosorbide Revenue by Application (2017-2022) & (USD Million)
Table 35. Global Dimethyl Isosorbide Revenue by Application (2023-2028) & (USD Million)
Table 36. Global Dimethyl Isosorbide Price by Application (2017-2022) & (US$/Ton)
Table 37. Global Dimethyl Isosorbide Price by Application (2023-2028) & (US$/Ton)
Table 38. North America Dimethyl Isosorbide Sales by Country (2017-2022) & (Kiloton)
Table 39. North America Dimethyl Isosorbide Sales by Country (2023-2028) & (Kiloton)
Table 40. North America Dimethyl Isosorbide Revenue by Country (2017-2022) & (USD Million)
Table 41. North America Dimethyl Isosorbide Revenue by Country (2023-2028) & (USD Million)
Table 42. North America Dimethyl Isosorbide Sales by Type (2017-2022) & (Kiloton)
Table 43. North America Dimethyl Isosorbide Sales by Type (2023-2028) & (Kiloton)
Table 44. North America Dimethyl Isosorbide Sales by Application (2017-2022) & (Kiloton)
Table 45. North America Dimethyl Isosorbide Sales by Application (2023-2028) & (Kiloton)
Table 46. Europe Dimethyl Isosorbide Sales by Country (2017-2022) & (Kiloton)
Table 47. Europe Dimethyl Isosorbide Sales by Country (2023-2028) & (Kiloton)
Table 48. Europe Dimethyl Isosorbide Revenue by Country (2017-2022) & (USD Million)
Table 49. Europe Dimethyl Isosorbide Revenue by Country (2023-2028) & (USD Million)
Table 50. Europe Dimethyl Isosorbide Sales by Type (2017-2022) & (Kiloton)
Table 51. Europe Dimethyl Isosorbide Sales by Type (2023-2028) & (Kiloton)
Table 52. Europe Dimethyl Isosorbide Sales by Application (2017-2022) & (Kiloton)
Table 53. Europe Dimethyl Isosorbide Sales by Application (2023-2028) & (Kiloton)
Table 54. Asia-Pacific Dimethyl Isosorbide Sales by Region (2017-2022) & (Kiloton)
Table 55. Asia-Pacific Dimethyl Isosorbide Sales by Region (2023-2028) & (Kiloton)
Table 56. Asia-Pacific Dimethyl Isosorbide Revenue by Region (2017-2022) & (USD Million)
Table 57. Asia-Pacific Dimethyl Isosorbide Revenue by Region (2023-2028) & (USD Million)
Table 58. Asia-Pacific Dimethyl Isosorbide Sales by Type (2017-2022) & (Kiloton)
Table 59. Asia-Pacific Dimethyl Isosorbide Sales by Type (2023-2028) & (Kiloton)
Table 60. Asia-Pacific Dimethyl Isosorbide Sales by Application (2017-2022) & (Kiloton)
Table 61. Asia-Pacific Dimethyl Isosorbide Sales by Application (2023-2028) & (Kiloton)
Table 62. South America Dimethyl Isosorbide Sales by Country (2017-2022) & (Kiloton)
Table 63. South America Dimethyl Isosorbide Sales by Country (2023-2028) & (Kiloton)
Table 64. South America Dimethyl Isosorbide Revenue by Country (2017-2022) & (USD Million)
Table 65. South America Dimethyl Isosorbide Revenue by Country (2023-2028) & (USD Million)
Table 66. South America Dimethyl Isosorbide Sales by Type (2017-2022) & (Kiloton)
Table 67. South America Dimethyl Isosorbide Sales by Type (2023-2028) & (Kiloton)
Table 68. South America Dimethyl Isosorbide Sales by Application (2017-2022) & (Kiloton)
Table 69. South America Dimethyl Isosorbide Sales by Application (2023-2028) & (Kiloton)
Table 70. Middle East & Africa Dimethyl Isosorbide Sales by Region (2017-2022) & (Kiloton)
Table 71. Middle East & Africa Dimethyl Isosorbide Sales by Region (2023-2028) & (Kiloton)
Table 72. Middle East & Africa Dimethyl Isosorbide Revenue by Region (2017-2022) & (USD Million)
Table 73. Middle East & Africa Dimethyl Isosorbide Revenue by Region (2023-2028) & (USD Million)
Table 74. Middle East & Africa Dimethyl Isosorbide Sales by Type (2017-2022) & (Kiloton)
Table 75. Middle East & Africa Dimethyl Isosorbide Sales by Type (2023-2028) & (Kiloton)
Table 76. Middle East & Africa Dimethyl Isosorbide Sales by Application (2017-2022) & (Kiloton)
Table 77. Middle East & Africa Dimethyl Isosorbide Sales by Application (2023-2028) & (Kiloton)
Table 78. Dimethyl Isosorbide Raw Material
Table 79. Key Manufacturers of Dimethyl Isosorbide Raw Materials
Table 80. Direct Channel Pros & Cons
Table 81. Indirect Channel Pros & Cons
Table 82. Dimethyl Isosorbide Typical Distributors
Table 83. Dimethyl Isosorbide Typical Customers
List of Figures
Figure 1. Dimethyl Isosorbide Picture
Figure 2. Global Dimethyl Isosorbide Revenue Market Share by Type in 2021
Figure 3. 98% Purity
Figure 4. 99% Purity
Figure 5. Other
Figure 6. Global Dimethyl Isosorbide Revenue Market Share by Application in 2021
Figure 7. Skin Care Product
Figure 8. Hair Care Product
Figure 9. Other
Figure 10. Global Dimethyl Isosorbide Revenue, (USD Million) & (Kiloton): 2017 & 2021 & 2028
Figure 11. Global Dimethyl Isosorbide Revenue and Forecast (2017-2028) & (USD Million)
Figure 12. Global Dimethyl Isosorbide Sales (2017-2028) & (Kiloton)
Figure 13. Global Dimethyl Isosorbide Price (2017-2028) & (US$/Ton)
Figure 14. Global Dimethyl Isosorbide Production Capacity (2017-2028) & (Kiloton)
Figure 15. Global Dimethyl Isosorbide Production Capacity by Geographic Region: 2022 VS 2028
Figure 16. Dimethyl Isosorbide Market Drivers
Figure 17. Dimethyl Isosorbide Market Restraints
Figure 18. Dimethyl Isosorbide Market Trends
Figure 19. Global Dimethyl Isosorbide Sales Market Share by Manufacturer in 2021
Figure 20. Global Dimethyl Isosorbide Revenue Market Share by Manufacturer in 2021
Figure 21. Dimethyl Isosorbide Market Share by Company Type (Tier 1, Tier 2, and Tier 3) in 2021
Figure 22. Top 3 Dimethyl Isosorbide Manufacturer (Revenue) Market Share in 2021
Figure 23. Top 6 Dimethyl Isosorbide Manufacturer (Revenue) Market Share in 2021
Figure 24. Global Dimethyl Isosorbide Sales Market Share by Region (2017-2028)
Figure 25. Global Dimethyl Isosorbide Revenue Market Share by Region (2017-2028)
Figure 26. North America Dimethyl Isosorbide Revenue (2017-2028) & (USD Million)
Figure 27. Europe Dimethyl Isosorbide Revenue (2017-2028) & (USD Million)
Figure 28. Asia-Pacific Dimethyl Isosorbide Revenue (2017-2028) & (USD Million)
Figure 29. South America Dimethyl Isosorbide Revenue (2017-2028) & (USD Million)
Figure 30. Middle East & Africa Dimethyl Isosorbide Revenue (2017-2028) & (USD Million)
Figure 31. Global Dimethyl Isosorbide Sales Market Share by Type (2017-2028)
Figure 32. Global Dimethyl Isosorbide Revenue Market Share by Type (2017-2028)
Figure 33. Global Dimethyl Isosorbide Price by Type (2017-2028) & (US$/Ton)
Figure 34. Global Dimethyl Isosorbide Sales Market Share by Application (2017-2028)
Figure 35. Global Dimethyl Isosorbide Revenue Market Share by Application (2017-2028)
Figure 36. Global Dimethyl Isosorbide Price by Application (2017-2028) & (US$/Ton)
Figure 37. North America Dimethyl Isosorbide Sales Market Share by Type (2017-2028)
Figure 38. North America Dimethyl Isosorbide Sales Market Share by Application (2017-2028)
Figure 39. North America Dimethyl Isosorbide Sales Market Share by Country (2017-2028)
Figure 40. North America Dimethyl Isosorbide Revenue Market Share by Country (2017-2028)
Figure 41. United States Dimethyl Isosorbide Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 42. Canada Dimethyl Isosorbide Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 43. Mexico Dimethyl Isosorbide Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 44. Europe Dimethyl Isosorbide Sales Market Share by Type (2017-2028)
Figure 45. Europe Dimethyl Isosorbide Sales Market Share by Application (2017-2028)
Figure 46. Europe Dimethyl Isosorbide Sales Market Share by Country (2017-2028)
Figure 47. Europe Dimethyl Isosorbide Revenue Market Share by Country (2017-2028)
Figure 48. Germany Dimethyl Isosorbide Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 49. France Dimethyl Isosorbide Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 50. United Kingdom Dimethyl Isosorbide Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 51. Russia Dimethyl Isosorbide Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 52. Italy Dimethyl Isosorbide Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 53. Asia-Pacific Dimethyl Isosorbide Sales Market Share by Region (2017-2028)
Figure 54. Asia-Pacific Dimethyl Isosorbide Sales Market Share by Application (2017-2028)
Figure 55. Asia-Pacific Dimethyl Isosorbide Sales Market Share by Region (2017-2028)
Figure 56. Asia-Pacific Dimethyl Isosorbide Revenue Market Share by Region (2017-2028)
Figure 57. China Dimethyl Isosorbide Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 58. Japan Dimethyl Isosorbide Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 59. Korea Dimethyl Isosorbide Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 60. India Dimethyl Isosorbide Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 61. Southeast Asia Dimethyl Isosorbide Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 62. Australia Dimethyl Isosorbide Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 63. South America Dimethyl Isosorbide Sales Market Share by Type (2017-2028)
Figure 64. South America Dimethyl Isosorbide Sales Market Share by Application (2017-2028)
Figure 65. South America Dimethyl Isosorbide Sales Market Share by Country (2017-2028)
Figure 66. South America Dimethyl Isosorbide Revenue Market Share by Country (2017-2028)
Figure 67. Brazil Dimethyl Isosorbide Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 68. Argentina Dimethyl Isosorbide Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 69. Middle East & Africa Dimethyl Isosorbide Sales Market Share by Type (2017-2028)
Figure 70. Middle East & Africa Dimethyl Isosorbide Sales Market Share by Application (2017-2028)
Figure 71. Middle East & Africa Dimethyl Isosorbide Sales Market Share by Region (2017-2028)
Figure 72. Middle East & Africa Dimethyl Isosorbide Revenue Market Share by Region (2017-2028)
Figure 73. Turkey Dimethyl Isosorbide Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 74. Egypt Dimethyl Isosorbide Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 75. Saudi Arabia Dimethyl Isosorbide Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 76. South Africa Dimethyl Isosorbide Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 77. Manufacturing Cost Structure Analysis of Dimethyl Isosorbide in 2021
Figure 78. Manufacturing Process Analysis of Dimethyl Isosorbide
Figure 79. Dimethyl Isosorbide Industrial Chain
Figure 80. Sales Channel: Direct Channel vs Indirect Channel
Figure 81. Methodology
Figure 82. Research Process and Data Source