Global Thioanisole Market 2022 by Manufacturers, Regions, Type and Application, Forecast to 2028

  • receipt Report ID : 303837
  • calendar_today Published On: Jun, 2022
  • file_copy Pages: 156
  • list Chemical and Material
Buy @ $3500

The Thioanisole 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 study, due to COVID-19 pandemic, the global Thioanisole market size is estimated to be worth US$ million in 2021 and is forecast to a readjusted size of USD million by 2028 with a CAGR of % during review period. Ultraviolet Light Initiator accounting for % of the Thioanisole global market in 2021, is projected to value USD million by 2028, growing at a % CAGR in next six years. While 0.99 segment is altered to a % CAGR between 2022 and 2028.

Global key manufacturers of Thioanisole include Sumitomo Seika, Yangfan New Material, , , and , etc. In terms of revenue, the global top four players hold a share over % in 2021.

Market segmentation

Thioanisole market is split by Type and by Application. For the period 2017-2028, 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

0.99

Other

Market segment by Application can be divided into

Ultraviolet Light Initiator

Pesticide

Medicine

Other

The key market players for global Thioanisole market are listed below:

Sumitomo Seika

Yangfan New Material

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 15 chapters:

Chapter 1, to describe Thioanisole product scope, market overview, market opportunities, market driving force and market risks.

Chapter 2, to profile the top manufacturers of Thioanisole, with price, sales, revenue and global market share of Thioanisole from 2019 to 2022.

Chapter 3, the Thioanisole competitive situation, sales, revenue and global market share of top manufacturers are analyzed emphatically by landscape contrast.

Chapter 4, the Thioanisole breakdown data are shown at the regional level, to show the sales, revenue and growth by regions, from 2017 to 2028.

Chapter 5 and 6, to segment the sales by Type and application, with sales market share and growth rate by type, application, from 2017 to 2028.

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 2017 to 2022.and Thioanisole market forecast, by regions, type and application, with sales and revenue, from 2023 to 2028.

Chapter 12, the key raw materials and key suppliers, and industry chain of Thioanisole.

Chapter 13, 14, and 15, to describe Thioanisole sales channel, distributors, customers, research findings and conclusion, appendix and data source.

Frequently Asked Questions

The base year for the study has been considered 2019, historic year 2014 and 2018, the forecast period considered is from 2020 to 2027. The regions analyzed for the market include North America, Europe, South America, Asia Pacific, and Middle East and Africa. These regions are further analyzed at the country-level. The study also includes attractiveness analysis of type, application and regions which are benchmarked based on their market size, growth rate and attractiveness in terms of present and future opportunity for understanding the future growth of the market.

Market is segmented on the basis:

  • By Type
  • By Application
  • By Region
  • By Country
  • By Manufacturer

The report offers in-depth analysis of driving factors, opportunities, restraints, and challenges for gaining the key insight of the market. The report emphasizes on all the key trends that play a vital role in the enlargement of the market from 2019 to 2026.

The report provides company profile of the key players operating in the market and a comparative analysis based on their business overviews industry offering, segment market share, regional presence, business strategies, innovations, mergers & acquisitions, recent developments, joint venture, collaborations, partnerships, SWOT analysis, and key financial information.

1 Market Overview

1.1 Thioanisole Introduction

1.2 Market Analysis by Type

1.2.1 Overview: Global Thioanisole Revenue by Type: 2017 Versus 2021 Versus 2028

1.2.2 0.99

1.2.3 Other

1.3 Market Analysis by Application

1.3.1 Overview: Global Thioanisole Revenue by Application: 2017 Versus 2021 Versus 2028

1.3.2 Ultraviolet Light Initiator

1.3.3 Pesticide

1.3.4 Medicine

1.3.5 Other

1.4 Global Thioanisole Market Size & Forecast

1.4.1 Global Thioanisole Sales in Value (2017 & 2021 & 2028)

1.4.2 Global Thioanisole Sales in Volume (2017-2028)

1.4.3 Global Thioanisole Price (2017-2028)

1.5 Global Thioanisole Production Capacity Analysis

1.5.1 Global Thioanisole Total Production Capacity (2017-2028)

1.5.2 Global Thioanisole Production Capacity by Geographic Region

1.6 Market Drivers, Restraints and Trends

1.6.1 Thioanisole Market Drivers

1.6.2 Thioanisole Market Restraints

1.6.3 Thioanisole Trends Analysis

2 Manufacturers Profiles

2.1 Sumitomo Seika

2.1.1 Sumitomo Seika Details

2.1.2 Sumitomo Seika Major Business

2.1.3 Sumitomo Seika Thioanisole Product and Services

2.1.4 Sumitomo Seika Thioanisole Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)

2.2 Yangfan New Material

2.2.1 Yangfan New Material Details

2.2.2 Yangfan New Material Major Business

2.2.3 Yangfan New Material Thioanisole Product and Services

2.2.4 Yangfan New Material Thioanisole Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)

3 Thioanisole Breakdown Data by Manufacturer

3.1 Global Thioanisole Sales in Volume by Manufacturer (2019, 2020, 2021, and 2022)

3.2 Global Thioanisole Revenue by Manufacturer (2019, 2020, 2021, and 2022)

3.3 Key Manufacturer Market Position in Thioanisole

3.4 Market Concentration Rate

3.4.1 Top 3 Thioanisole Manufacturer Market Share in 2021

3.4.2 Top 6 Thioanisole Manufacturer Market Share in 2021

3.5 Global Thioanisole Production Capacity by Company: 2021 VS 2022

3.6 Manufacturer by Geography: Head Office and Thioanisole Production Site

3.7 New Entrant and Capacity Expansion Plans

3.8 Mergers & Acquisitions

4 Market Analysis by Region

4.1 Global Thioanisole Market Size by Region

4.1.1 Global Thioanisole Sales in Volume by Region (2017-2028)

4.1.2 Global Thioanisole Revenue by Region (2017-2028)

4.2 North America Thioanisole Revenue (2017-2028)

4.3 Europe Thioanisole Revenue (2017-2028)

4.4 Asia-Pacific Thioanisole Revenue (2017-2028)

4.5 South America Thioanisole Revenue (2017-2028)

4.6 Middle East and Africa Thioanisole Revenue (2017-2028)

5 Market Segment by Type

5.1 Global Thioanisole Sales in Volume by Type (2017-2028)

5.2 Global Thioanisole Revenue by Type (2017-2028)

5.3 Global Thioanisole Price by Type (2017-2028)

6 Market Segment by Application

6.1 Global Thioanisole Sales in Volume by Application (2017-2028)

6.2 Global Thioanisole Revenue by Application (2017-2028)

6.3 Global Thioanisole Price by Application (2017-2028)

7 North America by Country, by Type, and by Application

7.1 North America Thioanisole Sales by Type (2017-2028)

7.2 North America Thioanisole Sales by Application (2017-2028)

7.3 North America Thioanisole Market Size by Country

7.3.1 North America Thioanisole Sales in Volume by Country (2017-2028)

7.3.2 North America Thioanisole 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 Thioanisole Sales by Type (2017-2028)

8.2 Europe Thioanisole Sales by Application (2017-2028)

8.3 Europe Thioanisole Market Size by Country

8.3.1 Europe Thioanisole Sales in Volume by Country (2017-2028)

8.3.2 Europe Thioanisole 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 Thioanisole Sales by Type (2017-2028)

9.2 Asia-Pacific Thioanisole Sales by Application (2017-2028)

9.3 Asia-Pacific Thioanisole Market Size by Region

9.3.1 Asia-Pacific Thioanisole Sales in Volume by Region (2017-2028)

9.3.2 Asia-Pacific Thioanisole 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 Thioanisole Sales by Type (2017-2028)

10.2 South America Thioanisole Sales by Application (2017-2028)

10.3 South America Thioanisole Market Size by Country

10.3.1 South America Thioanisole Sales in Volume by Country (2017-2028)

10.3.2 South America Thioanisole 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 Thioanisole Sales by Type (2017-2028)

11.2 Middle East & Africa Thioanisole Sales by Application (2017-2028)

11.3 Middle East & Africa Thioanisole Market Size by Country

11.3.1 Middle East & Africa Thioanisole Sales in Volume by Country (2017-2028)

11.3.2 Middle East & Africa Thioanisole 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 Thioanisole and Key Manufacturers

12.2 Manufacturing Costs Percentage of Thioanisole

12.3 Thioanisole Production Process

12.4 Thioanisole 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 Thioanisole Typical Distributors

13.3 Thioanisole 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

Table 1. Global Thioanisole Revenue by Type, (USD Million), 2017 & 2021 & 2028

Table 2. Global Thioanisole Revenue by Application, (USD Million), 2017 & 2021 & 2028

Table 3. Sumitomo Seika Basic Information, Manufacturing Base and Competitors

Table 4. Sumitomo Seika Major Business

Table 5. Sumitomo Seika Thioanisole Product and Services

Table 6. Sumitomo Seika Thioanisole Sales (MT), Price (USD/MT), Revenue (USD Million), Gross Margin and Market Share (2019, 2020, 2021, and 2022)

Table 7. Yangfan New Material Basic Information, Manufacturing Base and Competitors

Table 8. Yangfan New Material Major Business

Table 9. Yangfan New Material Thioanisole Product and Services

Table 10. Yangfan New Material Thioanisole Sales (MT), Price (USD/MT), Revenue (USD Million), Gross Margin and Market Share (2019, 2020, 2021, and 2022)

Table 11. Global Thioanisole Sales by Manufacturer (2019, 2020, 2021, and 2022) & (MT)

Table 12. Global Thioanisole Revenue by Manufacturer (2019, 2020, 2021, and 2022) & (USD Million)

Table 13. Market Position of Manufacturers in Thioanisole, (Tier 1, Tier 2, and Tier 3), Based on Revenue in 2021

Table 14. Global Thioanisole Production Capacity by Company, (MT): 2020 VS 2021

Table 15. Head Office and Thioanisole Production Site of Key Manufacturer

Table 16. Thioanisole New Entrant and Capacity Expansion Plans

Table 17. Thioanisole Mergers & Acquisitions in the Past Five Years

Table 18. Global Thioanisole Sales by Region (2017-2022) & (MT)

Table 19. Global Thioanisole Sales by Region (2023-2028) & (MT)

Table 20. Global Thioanisole Revenue by Region (2017-2022) & (USD Million)

Table 21. Global Thioanisole Revenue by Region (2023-2028) & (USD Million)

Table 22. Global Thioanisole Sales by Type (2017-2022) & (MT)

Table 23. Global Thioanisole Sales by Type (2023-2028) & (MT)

Table 24. Global Thioanisole Revenue by Type (2017-2022) & (USD Million)

Table 25. Global Thioanisole Revenue by Type (2023-2028) & (USD Million)

Table 26. Global Thioanisole Price by Type (2017-2022) & (USD/MT)

Table 27. Global Thioanisole Price by Type (2023-2028) & (USD/MT)

Table 28. Global Thioanisole Sales by Application (2017-2022) & (MT)

Table 29. Global Thioanisole Sales by Application (2023-2028) & (MT)

Table 30. Global Thioanisole Revenue by Application (2017-2022) & (USD Million)

Table 31. Global Thioanisole Revenue by Application (2023-2028) & (USD Million)

Table 32. Global Thioanisole Price by Application (2017-2022) & (USD/MT)

Table 33. Global Thioanisole Price by Application (2023-2028) & (USD/MT)

Table 34. North America Thioanisole Sales by Country (2017-2022) & (MT)

Table 35. North America Thioanisole Sales by Country (2023-2028) & (MT)

Table 36. North America Thioanisole Revenue by Country (2017-2022) & (USD Million)

Table 37. North America Thioanisole Revenue by Country (2023-2028) & (USD Million)

Table 38. North America Thioanisole Sales by Type (2017-2022) & (MT)

Table 39. North America Thioanisole Sales by Type (2023-2028) & (MT)

Table 40. North America Thioanisole Sales by Application (2017-2022) & (MT)

Table 41. North America Thioanisole Sales by Application (2023-2028) & (MT)

Table 42. Europe Thioanisole Sales by Country (2017-2022) & (MT)

Table 43. Europe Thioanisole Sales by Country (2023-2028) & (MT)

Table 44. Europe Thioanisole Revenue by Country (2017-2022) & (USD Million)

Table 45. Europe Thioanisole Revenue by Country (2023-2028) & (USD Million)

Table 46. Europe Thioanisole Sales by Type (2017-2022) & (MT)

Table 47. Europe Thioanisole Sales by Type (2023-2028) & (MT)

Table 48. Europe Thioanisole Sales by Application (2017-2022) & (MT)

Table 49. Europe Thioanisole Sales by Application (2023-2028) & (MT)

Table 50. Asia-Pacific Thioanisole Sales by Region (2017-2022) & (MT)

Table 51. Asia-Pacific Thioanisole Sales by Region (2023-2028) & (MT)

Table 52. Asia-Pacific Thioanisole Revenue by Region (2017-2022) & (USD Million)

Table 53. Asia-Pacific Thioanisole Revenue by Region (2023-2028) & (USD Million)

Table 54. Asia-Pacific Thioanisole Sales by Type (2017-2022) & (MT)

Table 55. Asia-Pacific Thioanisole Sales by Type (2023-2028) & (MT)

Table 56. Asia-Pacific Thioanisole Sales by Application (2017-2022) & (MT)

Table 57. Asia-Pacific Thioanisole Sales by Application (2023-2028) & (MT)

Table 58. South America Thioanisole Sales by Country (2017-2022) & (MT)

Table 59. South America Thioanisole Sales by Country (2023-2028) & (MT)

Table 60. South America Thioanisole Revenue by Country (2017-2022) & (USD Million)

Table 61. South America Thioanisole Revenue by Country (2023-2028) & (USD Million)

Table 62. South America Thioanisole Sales by Type (2017-2022) & (MT)

Table 63. South America Thioanisole Sales by Type (2023-2028) & (MT)

Table 64. South America Thioanisole Sales by Application (2017-2022) & (MT)

Table 65. South America Thioanisole Sales by Application (2023-2028) & (MT)

Table 66. Middle East & Africa Thioanisole Sales by Region (2017-2022) & (MT)

Table 67. Middle East & Africa Thioanisole Sales by Region (2023-2028) & (MT)

Table 68. Middle East & Africa Thioanisole Revenue by Region (2017-2022) & (USD Million)

Table 69. Middle East & Africa Thioanisole Revenue by Region (2023-2028) & (USD Million)

Table 70. Middle East & Africa Thioanisole Sales by Type (2017-2022) & (MT)

Table 71. Middle East & Africa Thioanisole Sales by Type (2023-2028) & (MT)

Table 72. Middle East & Africa Thioanisole Sales by Application (2017-2022) & (MT)

Table 73. Middle East & Africa Thioanisole Sales by Application (2023-2028) & (MT)

Table 74. Thioanisole Raw Material

Table 75. Key Manufacturers of Thioanisole Raw Materials

Table 76. Direct Channel Pros & Cons

Table 77. Indirect Channel Pros & Cons

Table 78. Thioanisole Typical Distributors

Table 79. Thioanisole Typical Customers

List of Figures

Figure 1. Thioanisole Picture

Figure 2. Global Thioanisole Revenue Market Share by Type in 2021

Figure 3. 0.99

Figure 4. Other

Figure 5. Global Thioanisole Revenue Market Share by Application in 2021

Figure 6. Ultraviolet Light Initiator

Figure 7. Pesticide

Figure 8. Medicine

Figure 9. Other

Figure 10. Global Thioanisole Revenue, (USD Million) & (MT): 2017 & 2021 & 2028

Figure 11. Global Thioanisole Revenue and Forecast (2017-2028) & (USD Million)

Figure 12. Global Thioanisole Sales (2017-2028) & (MT)

Figure 13. Global Thioanisole Price (2017-2028) & (USD/MT)

Figure 14. Global Thioanisole Production Capacity (2017-2028) & (MT)

Figure 15. Global Thioanisole Production Capacity by Geographic Region: 2022 VS 2028

Figure 16. Thioanisole Market Drivers

Figure 17. Thioanisole Market Restraints

Figure 18. Thioanisole Market Trends

Figure 19. Global Thioanisole Sales Market Share by Manufacturer in 2021

Figure 20. Global Thioanisole Revenue Market Share by Manufacturer in 2021

Figure 21. Thioanisole Market Share by Company Type (Tier 1, Tier 2, and Tier 3) in 2021

Figure 22. Top 3 Thioanisole Manufacturer (Revenue) Market Share in 2021

Figure 23. Top 6 Thioanisole Manufacturer (Revenue) Market Share in 2021

Figure 24. Global Thioanisole Sales Market Share by Region (2017-2028)

Figure 25. Global Thioanisole Revenue Market Share by Region (2017-2028)

Figure 26. North America Thioanisole Revenue (2017-2028) & (USD Million)

Figure 27. Europe Thioanisole Revenue (2017-2028) & (USD Million)

Figure 28. Asia-Pacific Thioanisole Revenue (2017-2028) & (USD Million)

Figure 29. South America Thioanisole Revenue (2017-2028) & (USD Million)

Figure 30. Middle East & Africa Thioanisole Revenue (2017-2028) & (USD Million)

Figure 31. Global Thioanisole Sales Market Share by Type (2017-2028)

Figure 32. Global Thioanisole Revenue Market Share by Type (2017-2028)

Figure 33. Global Thioanisole Price by Type (2017-2028) & (USD/MT)

Figure 34. Global Thioanisole Sales Market Share by Application (2017-2028)

Figure 35. Global Thioanisole Revenue Market Share by Application (2017-2028)

Figure 36. Global Thioanisole Price by Application (2017-2028) & (USD/MT)

Figure 37. North America Thioanisole Sales Market Share by Type (2017-2028)

Figure 38. North America Thioanisole Sales Market Share by Application (2017-2028)

Figure 39. North America Thioanisole Sales Market Share by Country (2017-2028)

Figure 40. North America Thioanisole Revenue Market Share by Country (2017-2028)

Figure 41. United States Thioanisole Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 42. Canada Thioanisole Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 43. Mexico Thioanisole Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 44. Europe Thioanisole Sales Market Share by Type (2017-2028)

Figure 45. Europe Thioanisole Sales Market Share by Application (2017-2028)

Figure 46. Europe Thioanisole Sales Market Share by Country (2017-2028)

Figure 47. Europe Thioanisole Revenue Market Share by Country (2017-2028)

Figure 48. Germany Thioanisole Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 49. France Thioanisole Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 50. United Kingdom Thioanisole Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 51. Russia Thioanisole Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 52. Italy Thioanisole Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 53. Asia-Pacific Thioanisole Sales Market Share by Region (2017-2028)

Figure 54. Asia-Pacific Thioanisole Sales Market Share by Application (2017-2028)

Figure 55. Asia-Pacific Thioanisole Sales Market Share by Region (2017-2028)

Figure 56. Asia-Pacific Thioanisole Revenue Market Share by Region (2017-2028)

Figure 57. China Thioanisole Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 58. Japan Thioanisole Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 59. Korea Thioanisole Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 60. India Thioanisole Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 61. Southeast Asia Thioanisole Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 62. Australia Thioanisole Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 63. South America Thioanisole Sales Market Share by Type (2017-2028)

Figure 64. South America Thioanisole Sales Market Share by Application (2017-2028)

Figure 65. South America Thioanisole Sales Market Share by Country (2017-2028)

Figure 66. South America Thioanisole Revenue Market Share by Country (2017-2028)

Figure 67. Brazil Thioanisole Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 68. Argentina Thioanisole Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 69. Middle East & Africa Thioanisole Sales Market Share by Type (2017-2028)

Figure 70. Middle East & Africa Thioanisole Sales Market Share by Application (2017-2028)

Figure 71. Middle East & Africa Thioanisole Sales Market Share by Region (2017-2028)

Figure 72. Middle East & Africa Thioanisole Revenue Market Share by Region (2017-2028)

Figure 73. Turkey Thioanisole Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 74. Egypt Thioanisole Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 75. Saudi Arabia Thioanisole Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 76. South Africa Thioanisole Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 77. Manufacturing Cost Structure Analysis of Thioanisole in 2021

Figure 78. Manufacturing Process Analysis of Thioanisole

Figure 79. Thioanisole Industrial Chain

Figure 80. Sales Channel: Direct Channel vs Indirect Channel

Figure 81. Methodology

Figure 82. Research Process and Data Source