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レポート概要
| 当調査資料では、スプレーロボットのグローバル市場について調査・分析し、2021年から2026年までの市場予測をまとめております。スプレーロボットの種類別市場規模（自動ティートスプレー、ティートスプレーシステム）、用途別市場規模（牛、ヤギ、その他）、地域別市場規模（北米、アメリカ、ヨーロッパ、アジア、中国、日本、東南アジア、南米、中東、アフリカなど）、市場動向、企業別販売量と市場シェア、販売チャネルなどの情報を掲載しています。 ・スプレーロボットの市場概要 ・企業情報（企業概要、製品概要、販売量、価格、売上）：Boumatic Robotics、Dairymaster、Maryniaczyk、Onfarm Solutions、Waikato Milking Systems ・企業別市場シェア ・地域別市場分析2016年-2026年 ・種類別分析2016年-2026年：自動ティートスプレー、ティートスプレーシステム ・用途別分析2016年-2026年：牛、ヤギ、その他 ・スプレーロボットの北米市場規模2016年-2026年：アメリカ、カナダ、メキシコ ・スプレーロボットのヨーロッパ市場規模2016年-2026年：ドイツ、イギリス、フランス、ロシア、イタリア ・スプレーロボットのアジア市場規模2016年-2026年：中国、日本、韓国、インド、東南アジア、オーストラリア ・スプレーロボットの南米市場規模2016年-2026年：ブラジル、アルゼンチン ・スプレーロボットの中東・アフリカ市場規模2016年-2026年：サウジアラビア、トルコ、エジプト、南アフリカ ・販売チャネル、流通業者・代理店、顧客リスト ・調査の結果・結論 |
The Spray Robot 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 Spray Robot size is estimated to be xx million in 2020 from USD xx million in 2019, with a change of XX% between 2019 and 2020. The global Spray Robot market size is expected to grow at a CAGR of xx% for the next five years.
Market segmentation
Spray Robot 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
Automatic Teat Sprayer
Teat Spraying System
Market segment by Application can be divided into
Cows
Goats
Other
The key market players for global Spray Robot market are listed below:
Boumatic Robotics
Dairymaster
Maryniaczyk
Onfarm Solutions
Waikato Milking Systems
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)
1 Market Overview
1.1 Spray Robot Introduction
1.2 Market Analysis by Type
1.2.1 Overview: Global Spray Robot Revenue by Type: 2019 Versus 2021 Versus 2026
1.2.2 Automatic Teat Sprayer
1.2.3 Teat Spraying System
1.3 Market Analysis by Application
1.3.1 Overview: Global Spray Robot Revenue by Application: 2019 Versus 2021 Versus 2026
1.3.2 Cows
1.3.3 Goats
1.3.4 Other
1.4 Global Spray Robot Market Size & Forecast
1.4.1 Global Spray Robot Sales in Value (2016-2026))
1.4.2 Global Spray Robot Sales in Volume (2016-2026)
1.4.3 Global Spray Robot Price by Type (2016-2026) & (USD/Unit)
1.5 Global Spray Robot Production Capacity Analysis
1.5.1 Global Spray Robot Total Production Capacity (2016-2026)
1.5.2 Global Spray Robot Production Capacity by Geographic Region
1.6 Market Drivers, Restraints and Trends
1.6.1 Spray Robot Market Drivers
1.6.2 Spray Robot Market Restraints
1.6.3 Spray Robot Trends Analysis
2 Manufacturers Profiles
2.1 Boumatic Robotics
2.1.1 Boumatic Robotics Details
2.1.2 Boumatic Robotics Major Business
2.1.3 Boumatic Robotics Spray Robot Product and Services
2.1.4 Boumatic Robotics Spray Robot Sales, Price, Revenue, Gross Margin and Market Share (2019-2021e)
2.2 Dairymaster
2.2.1 Dairymaster Details
2.2.2 Dairymaster Major Business
2.2.3 Dairymaster Spray Robot Product and Services
2.2.4 Dairymaster Spray Robot Sales, Price, Revenue, Gross Margin and Market Share (2019-2021e)
2.3 Maryniaczyk
2.3.1 Maryniaczyk Details
2.3.2 Maryniaczyk Major Business
2.3.3 Maryniaczyk Spray Robot Product and Services
2.3.4 Maryniaczyk Spray Robot Sales, Price, Revenue, Gross Margin and Market Share (2019-2021e)
2.4 Onfarm Solutions
2.4.1 Onfarm Solutions Details
2.4.2 Onfarm Solutions Major Business
2.4.3 Onfarm Solutions Spray Robot Product and Services
2.4.4 Onfarm Solutions Spray Robot Sales, Price, Revenue, Gross Margin and Market Share (2019-2021e)
2.5 Waikato Milking Systems
2.5.1 Waikato Milking Systems Details
2.5.2 Waikato Milking Systems Major Business
2.5.3 Waikato Milking Systems Spray Robot Product and Services
2.5.4 Waikato Milking Systems Spray Robot Sales, Price, Revenue, Gross Margin and Market Share (2019-2021e)
3 Spray Robot Sales by Manufacturer
3.1 Global Spray Robot Sales in Volume by Manufacturer (2019-2021e)
3.2 Global Spray Robot Revenue by Manufacturer (2019-2021e)
3.3 Key Manufacturer Market Position in Spray Robot
3.4 Market Concentration Rate
3.4.1 Top 3 Spray Robot Manufacturer Market Share
3.4.2 Top 6 Spray Robot Manufacturer Market Share
3.5 Global Spray Robot Production Capacity by Company
3.6 Manufacturer by Geography: Head Office and Spray Robot Production Site
3.7 New Entrant and Capacity Expansion Plans
3.8 Mergers & Acquisitions
4 Market Analysis by Region
4.1 Global Spray Robot Market Size by Region
4.1.1 Global Spray Robot Sales in Volume by Region (2016-2026)
4.1.2 Global Spray Robot Revenue by Region (2016-2026)
4.2 North America Spray Robot Revenue (2016-2026)
4.3 Europe Spray Robot Revenue (2016-2026)
4.4 Asia-Pacific Spray Robot Revenue (2016-2026)
4.5 South America Spray Robot Revenue (2016-2026)
4.6 Middle East and Africa Spray Robot Revenue (2016-2026)
5 Market Segment by Type
5.1 Global Spray Robot Sales in Volume by Type (2016-2026)
5.2 Global Spray Robot Revenue by Type (2016-2026)
5.3 Global Spray Robot Price by Type (2016-2026)
6 Market Segment by Application
6.1 Global Spray Robot Sales in Volume by Application (2016-2026)
6.2 Global Spray Robot Revenue by Application (2016-2026)
6.3 Global Spray Robot Price by Application (2016-2026)
7 North America by Country, by Type, and by Application
7.1 North America Spray Robot Sales by Type (2016-2026)
7.2 North America Spray Robot Sales by Application (2016-2026)
7.3 North America Spray Robot Market Size by Country
7.3.1 North America Spray Robot Sales in Volume by Country (2016-2026)
7.3.2 North America Spray Robot 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 Spray Robot Sales by Type (2016-2026)
8.2 Europe Spray Robot Sales by Application (2016-2026)
8.3 Europe Spray Robot Market Size by Country
8.3.1 Europe Spray Robot Sales in Volume by Country (2016-2026)
8.3.2 Europe Spray Robot 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 Spray Robot Sales by Type (2016-2026)
9.2 Asia-Pacific Spray Robot Sales by Application (2016-2026)
9.3 Asia-Pacific Spray Robot Market Size by Region
9.3.1 Asia-Pacific Spray Robot Sales in Volume by Region (2016-2026)
9.3.2 Asia-Pacific Spray Robot 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 Spray Robot Sales by Type (2016-2026)
10.2 South America Spray Robot Sales by Application (2016-2026)
10.3 South America Spray Robot Market Size by Country
10.3.1 South America Spray Robot Sales in Volume by Country (2016-2026)
10.3.2 South America Spray Robot 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 Spray Robot Sales by Type (2016-2026)
11.2 Middle East & Africa Spray Robot Sales by Application (2016-2026)
11.3 Middle East & Africa Spray Robot Market Size by Country
11.3.1 Middle East & Africa Spray Robot Sales in Volume by Country (2016-2026)
11.3.2 Middle East & Africa Spray Robot 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 Spray Robot Typical Distributors
12.3 Spray Robot Typical Customers
13 Research Findings and Conclusion
14 Appendix
14.1 Methodology
14.2 Research Process and Data Source
14.3 Disclaimer
Table 1. Global Spray Robot Revenue by Type, (USD Million), 2021-2026
Table 2. Global Spray Robot Revenue by Application, (USD Million), 2021-2026
Table 3. Boumatic Robotics Basic Information, Manufacturing Base and Competitors
Table 4. Boumatic Robotics Major Business
Table 5. Boumatic Robotics Spray Robot Product and Services
Table 6. Boumatic Robotics Spray Robot Sales (K Units), Price (USD/Unit), Revenue (USD Million), Gross Margin and Market Share (2019-2021e)
Table 7. Dairymaster Basic Information, Manufacturing Base and Competitors
Table 8. Dairymaster Major Business
Table 9. Dairymaster Spray Robot Product and Services
Table 10. Dairymaster Spray Robot Sales (K Units), Price (USD/Unit), Revenue (USD Million), Gross Margin and Market Share (2019-2021e)
Table 11. Maryniaczyk Basic Information, Manufacturing Base and Competitors
Table 12. Maryniaczyk Major Business
Table 13. Maryniaczyk Spray Robot Product and Services
Table 14. Maryniaczyk Spray Robot Sales (K Units), Price (USD/Unit), Revenue (USD Million), Gross Margin and Market Share (2019-2021e)
Table 15. Onfarm Solutions Basic Information, Manufacturing Base and Competitors
Table 16. Onfarm Solutions Major Business
Table 17. Onfarm Solutions Spray Robot Product and Services
Table 18. Onfarm Solutions Spray Robot Sales (K Units), Price (USD/Unit), Revenue (USD Million), Gross Margin and Market Share (2019-2021e)
Table 19. Waikato Milking Systems Basic Information, Manufacturing Base and Competitors
Table 20. Waikato Milking Systems Major Business
Table 21. Waikato Milking Systems Spray Robot Product and Services
Table 22. Waikato Milking Systems Spray Robot Sales (K Units), Price (USD/Unit), Revenue (USD Million), Gross Margin and Market Share (2019-2021e)
Table 23. Global Spray Robot Sales by Manufacturer (2019-2021e) & (K Units)
Table 24. Global Spray Robot Revenue by Manufacturer (2019-2021e) & (USD Million)
Table 25. Market Position of Manufacturers in Spray Robot, (Tier 1, Tier 2, and Tier 3), Based on Revenue in 2020
Table 26. Global Spray Robot Production Capacity by Company, (K Units): 2020 VS 2021
Table 27. Head Office and Spray Robot Production Site of Key Manufacturer
Table 28. Global Spray Robot Sales by Region (2016-2021e) & (K Units)
Table 29. Global Spray Robot Sales by Region (2021-2026) & (K Units)
Table 30. Global Spray Robot Revenue by Region (2016-2021e) & (USD Million)
Table 31. Global Spray Robot Revenue by Region (2021-2026) & (USD Million)
Table 32. Global Spray Robot Sales by Type (2016-2021e) & (K Units)
Table 33. Global Spray Robot Sales by Type (2021-2026) & (K Units)
Table 34. Global Spray Robot Revenue by Type (2016-2021e) & (USD Million)
Table 35. Global Spray Robot Revenue by Type (2021-2026) & (USD Million)
Table 36. Global Spray Robot Price by Type (2016-2021e) & (USD/Unit)
Table 37. Global Spray Robot Price by Type (2021-2026) & (USD/Unit)
Table 38. Global Spray Robot Sales by Application (2016-2021e) & (K Units)
Table 39. Global Spray Robot Sales by Application (2021-2026) & (K Units)
Table 40. Global Spray Robot Revenue by Application (2016-2021e) & (USD Million)
Table 41. Global Spray Robot Revenue by Application (2021-2026) & (USD Million)
Table 42. Global Spray Robot Price by Application (2016-2021e) & (USD/Unit)
Table 43. Global Spray Robot Price by Application (2021-2026) & (USD/Unit)
Table 44. North America Spray Robot Sales by Country (2016-2021e) & (K Units)
Table 45. North America Spray Robot Sales by Country (2021-2026) & (K Units)
Table 46. North America Spray Robot Revenue by Country (2016-2021e) & (USD Million)
Table 47. North America Spray Robot Revenue by Country (2021-2026) & (USD Million)
Table 48. North America Spray Robot Sales by Type (2016-2021e) & (K Units)
Table 49. North America Spray Robot Sales by Type (2021-2026) & (K Units)
Table 50. North America Spray Robot Sales by Application (2016-2021e) & (K Units)
Table 51. North America Spray Robot Sales by Application (2021-2026) & (K Units)
Table 52. Europe Spray Robot Sales by Country (2016-2021e) & (K Units)
Table 53. Europe Spray Robot Sales by Country (2021-2026) & (K Units)
Table 54. Europe Spray Robot Revenue by Country (2016-2021e) & (USD Million)
Table 55. Europe Spray Robot Revenue by Country (2021-2026) & (USD Million)
Table 56. Europe Spray Robot Sales by Type (2016-2021e) & (K Units)
Table 57. Europe Spray Robot Sales by Type (2021-2026) & (K Units)
Table 58. Europe Spray Robot Sales by Application (2016-2021e) & (K Units)
Table 59. Europe Spray Robot Sales by Application (2021-2026) & (K Units)
Table 60. Asia-Pacific Spray Robot Sales by Region (2016-2021e) & (K Units)
Table 61. Asia-Pacific Spray Robot Sales by Region (2021-2026) & (K Units)
Table 62. Asia-Pacific Spray Robot Revenue by Region (2016-2021e) & (USD Million)
Table 63. Asia-Pacific Spray Robot Revenue by Region (2021-2026) & (USD Million)
Table 64. Asia-Pacific Spray Robot Sales by Type (2016-2021e) & (K Units)
Table 65. Asia-Pacific Spray Robot Sales by Type (2021-2026) & (K Units)
Table 66. Asia-Pacific Spray Robot Sales by Application (2016-2021e) & (K Units)
Table 67. Asia-Pacific Spray Robot Sales by Application (2021-2026) & (K Units)
Table 68. South America Spray Robot Sales by Country (2016-2021e) & (K Units)
Table 69. South America Spray Robot Sales by Country (2021-2026) & (K Units)
Table 70. South America Spray Robot Revenue by Country (2016-2021e) & (USD Million)
Table 71. South America Spray Robot Revenue by Country (2021-2026) & (USD Million)
Table 72. South America Spray Robot Sales by Type (2016-2021e) & (K Units)
Table 73. South America Spray Robot Sales by Type (2021-2026) & (K Units)
Table 74. South America Spray Robot Sales by Application (2016-2021e) & (K Units)
Table 75. South America Spray Robot Sales by Application (2021-2026) & (K Units)
Table 76. Middle East & Africa Spray Robot Sales by Country (2016-2021e) & (K Units)
Table 77. Middle East & Africa Spray Robot Sales by Country (2021-2026) & (K Units)
Table 78. Middle East & Africa Spray Robot Revenue by Country (2016-2021e) & (USD Million)
Table 79. Middle East & Africa Spray Robot Revenue by Country (2021-2026) & (USD Million)
Table 80. Middle East & Africa Spray Robot Sales by Type (2016-2021e) & (K Units)
Table 81. Middle East & Africa Spray Robot Sales by Type (2021-2026) & (K Units)
Table 82. Middle East & Africa Spray Robot Sales by Application (2016-2021e) & (K Units)
Table 83. Middle East & Africa Spray Robot Sales by Application (2021-2026) & (K Units)
Table 84. Direct Channel Pros & Cons
Table 85. Indirect Channel Pros & Cons
Table 86. Spray Robot Typical Distributors
Table 87. Spray Robot Typical Customers
List of Figures
Figure 1. Spray Robot Picture
Figure 2. Global Spray Robot Sales Market Share by Type in 2020
Figure 3. Automatic Teat Sprayer
Figure 4. Teat Spraying System
Figure 5. Global Spray Robot Sales Market Share by Application in 2020
Figure 6. Cows
Figure 7. Goats
Figure 8. Other
Figure 9. Global Spray Robot Market Size, (USD Million) & (K Units): 2020 VS 2021 VS 2026
Figure 10. Global Spray Robot Market Size and Forecast (2016-2026) & (USD Million)
Figure 11. United States Spray Robot Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 12. Canada Spray Robot Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 13. Mexico Spray Robot Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 14. Germany Spray Robot Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 15. France Spray Robot Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 16. United Kingdom Spray Robot Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 17. Russia Spray Robot Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 18. Italy Spray Robot Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 19. China Spray Robot Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 20. Japan Spray Robot Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 21. Korea Spray Robot Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 22. India Spray Robot Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 23. Southeast Asia Spray Robot Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 24. Australia Spray Robot Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 25. Brazil Spray Robot Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 26. Egypt Spray Robot Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 27. Saudi Arabia Spray Robot Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 28. South Africa Spray Robot Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 29. Turkey Spray Robot Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 30. Global Spray Robot Sales (2016-2026) & (K Units)
Figure 31. Global Spray Robot Production Capacity (2016-2026) & (K Units)
Figure 32. Global Spray Robot Production Capacity by Geographic Region: 2020 VS 2021
Figure 33. Spray Robot Market Drivers
Figure 34. Spray Robot Market Restraints
Figure 35. Spray Robot Market Trends
Figure 36. Global Spray Robot Sales Market Share by Manufacturer in 2020
Figure 37. Global Spray Robot Revenue Market Share by Manufacturer in 2020
Figure 38. Spray Robot Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
Figure 39. Top 3 Spray Robot Manufacturer (Revenue) Market Share in 2020
Figure 40. Top 6 Spray Robot Manufacturer (Revenue) Market Share in 2020
Figure 41. Global Spray Robot Sales Market Share by Region (2016-2026)
Figure 42. Global Spray Robot Revenue Market Share by Region (2016-2026)
Figure 43. North America Spray Robot Revenue (2016-2026) & (USD Million)
Figure 44. Europe Spray Robot Revenue (2016-2026) & (USD Million)
Figure 45. Asia-Pacific Spray Robot Revenue (2016-2026) & (USD Million)
Figure 46. South America Spray Robot Revenue (2016-2026) & (USD Million)
Figure 47. Middle East & Africa Spray Robot Revenue (2016-2026) & (USD Million)
Figure 48. Global Spray Robot Sales Market Share by Type (2016-2026)
Figure 49. Global Spray Robot Revenue Market Share by Type (2016-2026)
Figure 50. Global Spray Robot Price by Type (2016-2026) & (USD/Unit)
Figure 51. Global Spray Robot Sales Market Share by Application (2016-2026)
Figure 52. Global Spray Robot Revenue Market Share by Application (2016-2026)
Figure 53. Global Spray Robot Price by Application (2016-2026) & (USD/Unit)
Figure 54. North America Spray Robot Sales Market Share by Country (2016-2026)
Figure 55. North America Spray Robot Revenue Market Share by Country (2016-2026)
Figure 56. North America Spray Robot Sales Market Share by Type (2016-2026)
Figure 57. North America Spray Robot Sales Market Share by Application (2016-2026)
Figure 58. Europe Spray Robot Sales Market Share by Country (2016-2026)
Figure 59. Europe Spray Robot Revenue Market Share by Country (2016-2026)
Figure 60. Europe Spray Robot Sales Market Share by Type (2016-2026)
Figure 61. Europe Spray Robot Sales Market Share by Application (2016-2026)
Figure 62. Asia-Pacific Spray Robot Sales Market Share by Region (2016-2026)
Figure 63. Asia-Pacific Spray Robot Revenue Market Share by Region (2016-2026)
Figure 64. Asia-Pacific Spray Robot Sales Market Share by Region (2016-2026)
Figure 65. Asia-Pacific Spray Robot Sales Market Share by Application (2016-2026)
Figure 66. South America Spray Robot Sales Market Share by Country (2016-2026)
Figure 67. South America Spray Robot Revenue Market Share by Country (2016-2026)
Figure 68. South America Spray Robot Sales Market Share by Type (2016-2026)
Figure 69. South America Spray Robot Sales Market Share by Application (2016-2026)
Figure 70. Middle East & Africa Spray Robot Sales Market Share by Country (2016-2026)
Figure 71. Middle East & Africa Spray Robot Revenue Market Share by Country (2016-2026)
Figure 72. Middle East & Africa Spray Robot Sales Market Share by Type (2016-2026)
Figure 73. Middle East & Africa Spray Robot Sales Market Share by Application (2016-2026)
Figure 74. Sales Channel: Direct Channel vs Indirect Channel
Figure 75. Methodology
Figure 76. Research Process and Data Source
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