Global Robot Driver Supply, Demand and Key Producers, 2023-2029

May 2023 | 107 pages | ID: G404EBAE7518EN
GlobalInfoResearch

Abstracts

The global Robot Driver market size is expected to reach $ million by 2029, rising at a market growth of % CAGR during the forecast period (2023-2029).

A robot driver can control a real robot that is connected to a computer. Robot drivers use specific software interfaces to control and monitor a specific robot controller, enabling a computer to directly control a robot arm. Robot drivers provide an alternative to Offline Programming (where a program is simulated, generated, then, transferred to the robot and executed). With robot drivers you can move a robot while it is being simulated (Online Programming).

This report studies the global Robot Driver demand, key companies, and key regions.

This report is a detailed and comprehensive analysis of the world market for Robot Driver, and provides market size (US$ million) and Year-over-Year (YoY) growth, considering 2022 as the base year. This report explores demand trends and competition, as well as details the characteristics of Robot Driver that contribute to its increasing demand across many markets.

Highlights and key features of the study

Global Robot Driver total market, 2018-2029, (USD Million)

Global Robot Driver total market by region & country, CAGR, 2018-2029, (USD Million)

U.S. VS China: Robot Driver total market, key domestic companies and share, (USD Million)

Global Robot Driver revenue by player and market share 2018-2023, (USD Million)

Global Robot Driver total market by Type, CAGR, 2018-2029, (USD Million)

Global Robot Driver total market by Application, CAGR, 2018-2029, (USD Million)

This reports profiles major players in the global Robot Driver market based on the following parameters – company overview, revenue, gross margin, product portfolio, geographical presence, and key developments. Key companies covered as a part of this study include ABB, Comau, Denso, Doosan, Epson, Fanuc, Kawasaki, Mecademic and Mitsubishi, etc.

This report also provides key insights about market drivers, restraints, opportunities, new product launches or approvals, COVID-19 and Russia-Ukraine War Influence.

Stakeholders would have ease in decision-making through various strategy matrices used in analyzing the World Robot Driver market

Detailed Segmentation:

Each section contains quantitative market data including market by value (US$ Millions), by player, by regions, by Type, and by Application. Data is given for the years 2018-2029 by year with 2022 as the base year, 2023 as the estimate year, and 2024-2029 as the forecast year.

Global Robot Driver Market, By Region:

• United States
• China
• Europe
• Japan
• South Korea
• ASEAN
• India
• Rest of World

Global Robot Driver Market, Segmentation by Type

• Graphical User Interface (GUI)
• API

Global Robot Driver Market, Segmentation by Application

• Household
• Commercial
• Industrial
• Laboratory
• Others

Companies Profiled:

• ABB
• Comau
• Denso
• Doosan
• Epson
• Fanuc
• Kawasaki
• Mecademic
• Mitsubishi
• Motoman
• Staubli
• Techman/Omron
• Universal Robots

Key Questions Answered

1. How big is the global Robot Driver market?

2. What is the demand of the global Robot Driver market?

3. What is the year over year growth of the global Robot Driver market?

4. What is the total value of the global Robot Driver market?

5. Who are the major players in the global Robot Driver market?

6. What are the growth factors driving the market demand?

Contents

1 SUPPLY SUMMARY

1.1 Robot Driver Introduction
1.2 World Robot Driver Market Size & Forecast (2018 & 2022 & 2029)
1.3 World Robot Driver Total Market by Region (by Headquarter Location)
  1.3.1 World Robot Driver Market Size by Region (2018-2029), (by Headquarter Location)
  1.3.2 United States Robot Driver Market Size (2018-2029)
  1.3.3 China Robot Driver Market Size (2018-2029)
  1.3.4 Europe Robot Driver Market Size (2018-2029)
  1.3.5 Japan Robot Driver Market Size (2018-2029)
  1.3.6 South Korea Robot Driver Market Size (2018-2029)
  1.3.7 ASEAN Robot Driver Market Size (2018-2029)
  1.3.8 India Robot Driver Market Size (2018-2029)
1.4 Market Drivers, Restraints and Trends
  1.4.1 Robot Driver Market Drivers
  1.4.2 Factors Affecting Demand
  1.4.3 Robot Driver Major Market Trends
1.5 Influence of COVID-19 and Russia-Ukraine War
  1.5.1 Influence of COVID-19
  1.5.2 Influence of Russia-Ukraine War

2 DEMAND SUMMARY

2.1 World Robot Driver Consumption Value (2018-2029)
2.2 World Robot Driver Consumption Value by Region
  2.2.1 World Robot Driver Consumption Value by Region (2018-2023)
  2.2.2 World Robot Driver Consumption Value Forecast by Region (2024-2029)
2.3 United States Robot Driver Consumption Value (2018-2029)
2.4 China Robot Driver Consumption Value (2018-2029)
2.5 Europe Robot Driver Consumption Value (2018-2029)
2.6 Japan Robot Driver Consumption Value (2018-2029)
2.7 South Korea Robot Driver Consumption Value (2018-2029)
2.8 ASEAN Robot Driver Consumption Value (2018-2029)
2.9 India Robot Driver Consumption Value (2018-2029)

3 WORLD ROBOT DRIVER COMPANIES COMPETITIVE ANALYSIS

3.1 World Robot Driver Revenue by Player (2018-2023)
3.2 Industry Rank and Concentration Rate (CR)
  3.2.1 Global Robot Driver Industry Rank of Major Players
  3.2.2 Global Concentration Ratios (CR4) for Robot Driver in 2022
  3.2.3 Global Concentration Ratios (CR8) for Robot Driver in 2022
3.3 Robot Driver Company Evaluation Quadrant
3.4 Robot Driver Market: Overall Company Footprint Analysis
  3.4.1 Robot Driver Market: Region Footprint
  3.4.2 Robot Driver Market: Company Product Type Footprint
  3.4.3 Robot Driver Market: Company Product Application Footprint
3.5 Competitive Environment
  3.5.1 Historical Structure of the Industry
  3.5.2 Barriers of Market Entry
  3.5.3 Factors of Competition
3.6 Mergers, Acquisitions Activity

4 UNITED STATES VS CHINA VS REST OF THE WORLD (BY HEADQUARTER LOCATION)

4.1 United States VS China: Robot Driver Revenue Comparison (by Headquarter Location)
  4.1.1 United States VS China: Robot Driver Market Size Comparison (2018 & 2022 & 2029) (by Headquarter Location)
  4.1.2 United States VS China: Robot Driver Revenue Market Share Comparison (2018 & 2022 & 2029)
4.2 United States Based Companies VS China Based Companies: Robot Driver Consumption Value Comparison
  4.2.1 United States VS China: Robot Driver Consumption Value Comparison (2018 & 2022 & 2029)
  4.2.2 United States VS China: Robot Driver Consumption Value Market Share Comparison (2018 & 2022 & 2029)
4.3 United States Based Robot Driver Companies and Market Share, 2018-2023
  4.3.1 United States Based Robot Driver Companies, Headquarters (States, Country)
  4.3.2 United States Based Companies Robot Driver Revenue, (2018-2023)
4.4 China Based Companies Robot Driver Revenue and Market Share, 2018-2023
  4.4.1 China Based Robot Driver Companies, Company Headquarters (Province, Country)
  4.4.2 China Based Companies Robot Driver Revenue, (2018-2023)
4.5 Rest of World Based Robot Driver Companies and Market Share, 2018-2023
  4.5.1 Rest of World Based Robot Driver Companies, Headquarters (States, Country)
  4.5.2 Rest of World Based Companies Robot Driver Revenue, (2018-2023)

5 MARKET ANALYSIS BY TYPE

5.1 World Robot Driver Market Size Overview by Type: 2018 VS 2022 VS 2029
5.2 Segment Introduction by Type
  5.2.1 Graphical User Interface (GUI)
  5.2.2 API
5.3 Market Segment by Type
  5.3.1 World Robot Driver Market Size by Type (2018-2023)
  5.3.2 World Robot Driver Market Size by Type (2024-2029)
  5.3.3 World Robot Driver Market Size Market Share by Type (2018-2029)

6 MARKET ANALYSIS BY APPLICATION

6.1 World Robot Driver Market Size Overview by Application: 2018 VS 2022 VS 2029
6.2 Segment Introduction by Application
  6.2.1 Household
  6.2.2 Commercial
  6.2.3 Industrial
  6.2.4 Laboratory
  6.2.5 Laboratory
6.3 Market Segment by Application
  6.3.1 World Robot Driver Market Size by Application (2018-2023)
  6.3.2 World Robot Driver Market Size by Application (2024-2029)
  6.3.3 World Robot Driver Market Size by Application (2018-2029)

7 COMPANY PROFILES

7.1 ABB
  7.1.1 ABB Details
  7.1.2 ABB Major Business
  7.1.3 ABB Robot Driver Product and Services
  7.1.4 ABB Robot Driver Revenue, Gross Margin and Market Share (2018-2023)
  7.1.5 ABB Recent Developments/Updates
  7.1.6 ABB Competitive Strengths & Weaknesses
7.2 Comau
  7.2.1 Comau Details
  7.2.2 Comau Major Business
  7.2.3 Comau Robot Driver Product and Services
  7.2.4 Comau Robot Driver Revenue, Gross Margin and Market Share (2018-2023)
  7.2.5 Comau Recent Developments/Updates
  7.2.6 Comau Competitive Strengths & Weaknesses
7.3 Denso
  7.3.1 Denso Details
  7.3.2 Denso Major Business
  7.3.3 Denso Robot Driver Product and Services
  7.3.4 Denso Robot Driver Revenue, Gross Margin and Market Share (2018-2023)
  7.3.5 Denso Recent Developments/Updates
  7.3.6 Denso Competitive Strengths & Weaknesses
7.4 Doosan
  7.4.1 Doosan Details
  7.4.2 Doosan Major Business
  7.4.3 Doosan Robot Driver Product and Services
  7.4.4 Doosan Robot Driver Revenue, Gross Margin and Market Share (2018-2023)
  7.4.5 Doosan Recent Developments/Updates
  7.4.6 Doosan Competitive Strengths & Weaknesses
7.5 Epson
  7.5.1 Epson Details
  7.5.2 Epson Major Business
  7.5.3 Epson Robot Driver Product and Services
  7.5.4 Epson Robot Driver Revenue, Gross Margin and Market Share (2018-2023)
  7.5.5 Epson Recent Developments/Updates
  7.5.6 Epson Competitive Strengths & Weaknesses
7.6 Fanuc
  7.6.1 Fanuc Details
  7.6.2 Fanuc Major Business
  7.6.3 Fanuc Robot Driver Product and Services
  7.6.4 Fanuc Robot Driver Revenue, Gross Margin and Market Share (2018-2023)
  7.6.5 Fanuc Recent Developments/Updates
  7.6.6 Fanuc Competitive Strengths & Weaknesses
7.7 Kawasaki
  7.7.1 Kawasaki Details
  7.7.2 Kawasaki Major Business
  7.7.3 Kawasaki Robot Driver Product and Services
  7.7.4 Kawasaki Robot Driver Revenue, Gross Margin and Market Share (2018-2023)
  7.7.5 Kawasaki Recent Developments/Updates
  7.7.6 Kawasaki Competitive Strengths & Weaknesses
7.8 Mecademic
  7.8.1 Mecademic Details
  7.8.2 Mecademic Major Business
  7.8.3 Mecademic Robot Driver Product and Services
  7.8.4 Mecademic Robot Driver Revenue, Gross Margin and Market Share (2018-2023)
  7.8.5 Mecademic Recent Developments/Updates
  7.8.6 Mecademic Competitive Strengths & Weaknesses
7.9 Mitsubishi
  7.9.1 Mitsubishi Details
  7.9.2 Mitsubishi Major Business
  7.9.3 Mitsubishi Robot Driver Product and Services
  7.9.4 Mitsubishi Robot Driver Revenue, Gross Margin and Market Share (2018-2023)
  7.9.5 Mitsubishi Recent Developments/Updates
  7.9.6 Mitsubishi Competitive Strengths & Weaknesses
7.10 Motoman
  7.10.1 Motoman Details
  7.10.2 Motoman Major Business
  7.10.3 Motoman Robot Driver Product and Services
  7.10.4 Motoman Robot Driver Revenue, Gross Margin and Market Share (2018-2023)
  7.10.5 Motoman Recent Developments/Updates
  7.10.6 Motoman Competitive Strengths & Weaknesses
7.11 Staubli
  7.11.1 Staubli Details
  7.11.2 Staubli Major Business
  7.11.3 Staubli Robot Driver Product and Services
  7.11.4 Staubli Robot Driver Revenue, Gross Margin and Market Share (2018-2023)
  7.11.5 Staubli Recent Developments/Updates
  7.11.6 Staubli Competitive Strengths & Weaknesses
7.12 Techman/Omron
  7.12.1 Techman/Omron Details
  7.12.2 Techman/Omron Major Business
  7.12.3 Techman/Omron Robot Driver Product and Services
  7.12.4 Techman/Omron Robot Driver Revenue, Gross Margin and Market Share (2018-2023)
  7.12.5 Techman/Omron Recent Developments/Updates
  7.12.6 Techman/Omron Competitive Strengths & Weaknesses
7.13 Universal Robots
  7.13.1 Universal Robots Details
  7.13.2 Universal Robots Major Business
  7.13.3 Universal Robots Robot Driver Product and Services
  7.13.4 Universal Robots Robot Driver Revenue, Gross Margin and Market Share (2018-2023)
  7.13.5 Universal Robots Recent Developments/Updates
  7.13.6 Universal Robots Competitive Strengths & Weaknesses

8 INDUSTRY CHAIN ANALYSIS

8.1 Robot Driver Industry Chain
8.2 Robot Driver Upstream Analysis
8.3 Robot Driver Midstream Analysis
8.4 Robot Driver Downstream Analysis

9 RESEARCH FINDINGS AND CONCLUSION

10 APPENDIX

10.1 Methodology
10.2 Research Process and Data Source
10.3 Disclaimer

List Of Tables

LIST OF TABLES

Table 1. World Robot Driver Revenue by Region (2018, 2022 and 2029) & (USD Million), (by Headquarter Location)
Table 2. World Robot Driver Revenue by Region (2018-2023) & (USD Million), (by Headquarter Location)
Table 3. World Robot Driver Revenue by Region (2024-2029) & (USD Million), (by Headquarter Location)
Table 4. World Robot Driver Revenue Market Share by Region (2018-2023), (by Headquarter Location)
Table 5. World Robot Driver Revenue Market Share by Region (2024-2029), (by Headquarter Location)
Table 6. Major Market Trends
Table 7. World Robot Driver Consumption Value Growth Rate Forecast by Region (2018 & 2022 & 2029) & (USD Million)
Table 8. World Robot Driver Consumption Value by Region (2018-2023) & (USD Million)
Table 9. World Robot Driver Consumption Value Forecast by Region (2024-2029) & (USD Million)
Table 10. World Robot Driver Revenue by Player (2018-2023) & (USD Million)
Table 11. Revenue Market Share of Key Robot Driver Players in 2022
Table 12. World Robot Driver Industry Rank of Major Player, Based on Revenue in 2022
Table 13. Global Robot Driver Company Evaluation Quadrant
Table 14. Head Office of Key Robot Driver Player
Table 15. Robot Driver Market: Company Product Type Footprint
Table 16. Robot Driver Market: Company Product Application Footprint
Table 17. Robot Driver Mergers & Acquisitions Activity
Table 18. United States VS China Robot Driver Market Size Comparison, (2018 & 2022 & 2029) & (USD Million)
Table 19. United States VS China Robot Driver Consumption Value Comparison, (2018 & 2022 & 2029) & (USD Million)
Table 20. United States Based Robot Driver Companies, Headquarters (States, Country)
Table 21. United States Based Companies Robot Driver Revenue, (2018-2023) & (USD Million)
Table 22. United States Based Companies Robot Driver Revenue Market Share (2018-2023)
Table 23. China Based Robot Driver Companies, Headquarters (Province, Country)
Table 24. China Based Companies Robot Driver Revenue, (2018-2023) & (USD Million)
Table 25. China Based Companies Robot Driver Revenue Market Share (2018-2023)
Table 26. Rest of World Based Robot Driver Companies, Headquarters (States, Country)
Table 27. Rest of World Based Companies Robot Driver Revenue, (2018-2023) & (USD Million)
Table 28. Rest of World Based Companies Robot Driver Revenue Market Share (2018-2023)
Table 29. World Robot Driver Market Size by Type, (USD Million), 2018 & 2022 & 2029
Table 30. World Robot Driver Market Size by Type (2018-2023) & (USD Million)
Table 31. World Robot Driver Market Size by Type (2024-2029) & (USD Million)
Table 32. World Robot Driver Market Size by Application, (USD Million), 2018 & 2022 & 2029
Table 33. World Robot Driver Market Size by Application (2018-2023) & (USD Million)
Table 34. World Robot Driver Market Size by Application (2024-2029) & (USD Million)
Table 35. ABB Basic Information, Area Served and Competitors
Table 36. ABB Major Business
Table 37. ABB Robot Driver Product and Services
Table 38. ABB Robot Driver Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 39. ABB Recent Developments/Updates
Table 40. ABB Competitive Strengths & Weaknesses
Table 41. Comau Basic Information, Area Served and Competitors
Table 42. Comau Major Business
Table 43. Comau Robot Driver Product and Services
Table 44. Comau Robot Driver Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 45. Comau Recent Developments/Updates
Table 46. Comau Competitive Strengths & Weaknesses
Table 47. Denso Basic Information, Area Served and Competitors
Table 48. Denso Major Business
Table 49. Denso Robot Driver Product and Services
Table 50. Denso Robot Driver Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 51. Denso Recent Developments/Updates
Table 52. Denso Competitive Strengths & Weaknesses
Table 53. Doosan Basic Information, Area Served and Competitors
Table 54. Doosan Major Business
Table 55. Doosan Robot Driver Product and Services
Table 56. Doosan Robot Driver Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 57. Doosan Recent Developments/Updates
Table 58. Doosan Competitive Strengths & Weaknesses
Table 59. Epson Basic Information, Area Served and Competitors
Table 60. Epson Major Business
Table 61. Epson Robot Driver Product and Services
Table 62. Epson Robot Driver Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 63. Epson Recent Developments/Updates
Table 64. Epson Competitive Strengths & Weaknesses
Table 65. Fanuc Basic Information, Area Served and Competitors
Table 66. Fanuc Major Business
Table 67. Fanuc Robot Driver Product and Services
Table 68. Fanuc Robot Driver Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 69. Fanuc Recent Developments/Updates
Table 70. Fanuc Competitive Strengths & Weaknesses
Table 71. Kawasaki Basic Information, Area Served and Competitors
Table 72. Kawasaki Major Business
Table 73. Kawasaki Robot Driver Product and Services
Table 74. Kawasaki Robot Driver Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 75. Kawasaki Recent Developments/Updates
Table 76. Kawasaki Competitive Strengths & Weaknesses
Table 77. Mecademic Basic Information, Area Served and Competitors
Table 78. Mecademic Major Business
Table 79. Mecademic Robot Driver Product and Services
Table 80. Mecademic Robot Driver Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 81. Mecademic Recent Developments/Updates
Table 82. Mecademic Competitive Strengths & Weaknesses
Table 83. Mitsubishi Basic Information, Area Served and Competitors
Table 84. Mitsubishi Major Business
Table 85. Mitsubishi Robot Driver Product and Services
Table 86. Mitsubishi Robot Driver Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 87. Mitsubishi Recent Developments/Updates
Table 88. Mitsubishi Competitive Strengths & Weaknesses
Table 89. Motoman Basic Information, Area Served and Competitors
Table 90. Motoman Major Business
Table 91. Motoman Robot Driver Product and Services
Table 92. Motoman Robot Driver Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 93. Motoman Recent Developments/Updates
Table 94. Motoman Competitive Strengths & Weaknesses
Table 95. Staubli Basic Information, Area Served and Competitors
Table 96. Staubli Major Business
Table 97. Staubli Robot Driver Product and Services
Table 98. Staubli Robot Driver Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 99. Staubli Recent Developments/Updates
Table 100. Staubli Competitive Strengths & Weaknesses
Table 101. Techman/Omron Basic Information, Area Served and Competitors
Table 102. Techman/Omron Major Business
Table 103. Techman/Omron Robot Driver Product and Services
Table 104. Techman/Omron Robot Driver Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 105. Techman/Omron Recent Developments/Updates
Table 106. Universal Robots Basic Information, Area Served and Competitors
Table 107. Universal Robots Major Business
Table 108. Universal Robots Robot Driver Product and Services
Table 109. Universal Robots Robot Driver Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 110. Global Key Players of Robot Driver Upstream (Raw Materials)
Table 111. Robot Driver Typical Customers

List Of Figures

LIST OF FIGURES

Figure 1. Robot Driver Picture
Figure 2. World Robot Driver Total Market Size: 2018 & 2022 & 2029, (USD Million)
Figure 3. World Robot Driver Total Market Size (2018-2029) & (USD Million)
Figure 4. World Robot Driver Revenue Market Share by Region (2018, 2022 and 2029) & (USD Million) , (by Headquarter Location)
Figure 5. World Robot Driver Revenue Market Share by Region (2018-2029), (by Headquarter Location)
Figure 6. United States Based Company Robot Driver Revenue (2018-2029) & (USD Million)
Figure 7. China Based Company Robot Driver Revenue (2018-2029) & (USD Million)
Figure 8. Europe Based Company Robot Driver Revenue (2018-2029) & (USD Million)
Figure 9. Japan Based Company Robot Driver Revenue (2018-2029) & (USD Million)
Figure 10. South Korea Based Company Robot Driver Revenue (2018-2029) & (USD Million)
Figure 11. ASEAN Based Company Robot Driver Revenue (2018-2029) & (USD Million)
Figure 12. India Based Company Robot Driver Revenue (2018-2029) & (USD Million)
Figure 13. Robot Driver Market Drivers
Figure 14. Factors Affecting Demand
Figure 15. World Robot Driver Consumption Value (2018-2029) & (USD Million)
Figure 16. World Robot Driver Consumption Value Market Share by Region (2018-2029)
Figure 17. United States Robot Driver Consumption Value (2018-2029) & (USD Million)
Figure 18. China Robot Driver Consumption Value (2018-2029) & (USD Million)
Figure 19. Europe Robot Driver Consumption Value (2018-2029) & (USD Million)
Figure 20. Japan Robot Driver Consumption Value (2018-2029) & (USD Million)
Figure 21. South Korea Robot Driver Consumption Value (2018-2029) & (USD Million)
Figure 22. ASEAN Robot Driver Consumption Value (2018-2029) & (USD Million)
Figure 23. India Robot Driver Consumption Value (2018-2029) & (USD Million)
Figure 24. Producer Shipments of Robot Driver by Player Revenue ($MM) and Market Share (%): 2022
Figure 25. Global Four-firm Concentration Ratios (CR4) for Robot Driver Markets in 2022
Figure 26. Global Four-firm Concentration Ratios (CR8) for Robot Driver Markets in 2022
Figure 27. United States VS China: Robot Driver Revenue Market Share Comparison (2018 & 2022 & 2029)
Figure 28. United States VS China: Robot Driver Consumption Value Market Share Comparison (2018 & 2022 & 2029)
Figure 29. World Robot Driver Market Size by Type, (USD Million), 2018 & 2022 & 2029
Figure 30. World Robot Driver Market Size Market Share by Type in 2022
Figure 31. Graphical User Interface (GUI)
Figure 32. API
Figure 33. World Robot Driver Market Size Market Share by Type (2018-2029)
Figure 34. World Robot Driver Market Size by Application, (USD Million), 2018 & 2022 & 2029
Figure 35. World Robot Driver Market Size Market Share by Application in 2022
Figure 36. Household
Figure 37. Commercial
Figure 38. Industrial
Figure 39. Laboratory
Figure 40. Others
Figure 41. Robot Driver Industrial Chain
Figure 42. Methodology
Figure 43. Research Process and Data Source