Global Urban Governance AI Solution Supply, Demand and Key Producers, 2023-2029

May 2023 | 100 pages | ID: GF2DF308F5FBEN
GlobalInfoResearch

Abstracts

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

Urban governance AI solutions refer to the use of artificial intelligence (AI) technologies to improve the management and governance of cities and urban areas. These solutions aim to enhance urban planning, resource allocation, public safety, and environmental sustainability, among other things.

This report studies the global Urban Governance AI Solution demand, key companies, and key regions.

This report is a detailed and comprehensive analysis of the world market for Urban Governance AI Solution, 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 Urban Governance AI Solution that contribute to its increasing demand across many markets.

Highlights and key features of the study

Global Urban Governance AI Solution total market, 2018-2029, (USD Million)

Global Urban Governance AI Solution total market by region & country, CAGR, 2018-2029, (USD Million)

U.S. VS China: Urban Governance AI Solution total market, key domestic companies and share, (USD Million)

Global Urban Governance AI Solution revenue by player and market share 2018-2023, (USD Million)

Global Urban Governance AI Solution total market by Type, CAGR, 2018-2029, (USD Million)

Global Urban Governance AI Solution total market by Application, CAGR, 2018-2029, (USD Million)

This reports profiles major players in the global Urban Governance AI Solution 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 Cisco Systems, IBM Corporation, Microsoft Corporation, SenseTime, Hikvision, Dahua Technology, Intellifusion Technologies, Yitu Technology and Megvii Technology, 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 Urban Governance AI Solution 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 Urban Governance AI Solution Market, By Region:

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

Global Urban Governance AI Solution Market, Segmentation by Type

• Smart City Management System
• Public Safety Monitoring System
• Traffic Management System

Global Urban Governance AI Solution Market, Segmentation by Application

• Smart Emergency
• Smart Transportation
• Smart Guard
• Other

Companies Profiled:

• Cisco Systems
• IBM Corporation
• Microsoft Corporation
• SenseTime
• Hikvision
• Dahua Technology
• Intellifusion Technologies
• Yitu Technology
• Megvii Technology

Key Questions Answered

1. How big is the global Urban Governance AI Solution market?

2. What is the demand of the global Urban Governance AI Solution market?

3. What is the year over year growth of the global Urban Governance AI Solution market?

4. What is the total value of the global Urban Governance AI Solution market?

5. Who are the major players in the global Urban Governance AI Solution market?

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

Contents

1 SUPPLY SUMMARY

1.1 Urban Governance AI Solution Introduction
1.2 World Urban Governance AI Solution Market Size & Forecast (2018 & 2022 & 2029)
1.3 World Urban Governance AI Solution Total Market by Region (by Headquarter Location)
  1.3.1 World Urban Governance AI Solution Market Size by Region (2018-2029), (by Headquarter Location)
  1.3.2 United States Urban Governance AI Solution Market Size (2018-2029)
  1.3.3 China Urban Governance AI Solution Market Size (2018-2029)
  1.3.4 Europe Urban Governance AI Solution Market Size (2018-2029)
  1.3.5 Japan Urban Governance AI Solution Market Size (2018-2029)
  1.3.6 South Korea Urban Governance AI Solution Market Size (2018-2029)
  1.3.7 ASEAN Urban Governance AI Solution Market Size (2018-2029)
  1.3.8 India Urban Governance AI Solution Market Size (2018-2029)
1.4 Market Drivers, Restraints and Trends
  1.4.1 Urban Governance AI Solution Market Drivers
  1.4.2 Factors Affecting Demand
  1.4.3 Urban Governance AI Solution 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 Urban Governance AI Solution Consumption Value (2018-2029)
2.2 World Urban Governance AI Solution Consumption Value by Region
  2.2.1 World Urban Governance AI Solution Consumption Value by Region (2018-2023)
  2.2.2 World Urban Governance AI Solution Consumption Value Forecast by Region (2024-2029)
2.3 United States Urban Governance AI Solution Consumption Value (2018-2029)
2.4 China Urban Governance AI Solution Consumption Value (2018-2029)
2.5 Europe Urban Governance AI Solution Consumption Value (2018-2029)
2.6 Japan Urban Governance AI Solution Consumption Value (2018-2029)
2.7 South Korea Urban Governance AI Solution Consumption Value (2018-2029)
2.8 ASEAN Urban Governance AI Solution Consumption Value (2018-2029)
2.9 India Urban Governance AI Solution Consumption Value (2018-2029)

3 WORLD URBAN GOVERNANCE AI SOLUTION COMPANIES COMPETITIVE ANALYSIS

3.1 World Urban Governance AI Solution Revenue by Player (2018-2023)
3.2 Industry Rank and Concentration Rate (CR)
  3.2.1 Global Urban Governance AI Solution Industry Rank of Major Players
  3.2.2 Global Concentration Ratios (CR4) for Urban Governance AI Solution in 2022
  3.2.3 Global Concentration Ratios (CR8) for Urban Governance AI Solution in 2022
3.3 Urban Governance AI Solution Company Evaluation Quadrant
3.4 Urban Governance AI Solution Market: Overall Company Footprint Analysis
  3.4.1 Urban Governance AI Solution Market: Region Footprint
  3.4.2 Urban Governance AI Solution Market: Company Product Type Footprint
  3.4.3 Urban Governance AI Solution 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: Urban Governance AI Solution Revenue Comparison (by Headquarter Location)
  4.1.1 United States VS China: Urban Governance AI Solution Market Size Comparison (2018 & 2022 & 2029) (by Headquarter Location)
  4.1.2 United States VS China: Urban Governance AI Solution Revenue Market Share Comparison (2018 & 2022 & 2029)
4.2 United States Based Companies VS China Based Companies: Urban Governance AI Solution Consumption Value Comparison
  4.2.1 United States VS China: Urban Governance AI Solution Consumption Value Comparison (2018 & 2022 & 2029)
  4.2.2 United States VS China: Urban Governance AI Solution Consumption Value Market Share Comparison (2018 & 2022 & 2029)
4.3 United States Based Urban Governance AI Solution Companies and Market Share, 2018-2023
  4.3.1 United States Based Urban Governance AI Solution Companies, Headquarters (States, Country)
  4.3.2 United States Based Companies Urban Governance AI Solution Revenue, (2018-2023)
4.4 China Based Companies Urban Governance AI Solution Revenue and Market Share, 2018-2023
  4.4.1 China Based Urban Governance AI Solution Companies, Company Headquarters (Province, Country)
  4.4.2 China Based Companies Urban Governance AI Solution Revenue, (2018-2023)
4.5 Rest of World Based Urban Governance AI Solution Companies and Market Share, 2018-2023
  4.5.1 Rest of World Based Urban Governance AI Solution Companies, Headquarters (States, Country)
  4.5.2 Rest of World Based Companies Urban Governance AI Solution Revenue, (2018-2023)

5 MARKET ANALYSIS BY TYPE

5.1 World Urban Governance AI Solution Market Size Overview by Type: 2018 VS 2022 VS 2029
5.2 Segment Introduction by Type
  5.2.1 Smart City Management System
  5.2.2 Public Safety Monitoring System
  5.2.3 Traffic Management System
5.3 Market Segment by Type
  5.3.1 World Urban Governance AI Solution Market Size by Type (2018-2023)
  5.3.2 World Urban Governance AI Solution Market Size by Type (2024-2029)
  5.3.3 World Urban Governance AI Solution Market Size Market Share by Type (2018-2029)

6 MARKET ANALYSIS BY APPLICATION

6.1 World Urban Governance AI Solution Market Size Overview by Application: 2018 VS 2022 VS 2029
6.2 Segment Introduction by Application
  6.2.1 Smart Emergency
  6.2.2 Smart Transportation
  6.2.3 Smart Guard
  6.2.4 Other
  6.2.5 Other
6.3 Market Segment by Application
  6.3.1 World Urban Governance AI Solution Market Size by Application (2018-2023)
  6.3.2 World Urban Governance AI Solution Market Size by Application (2024-2029)
  6.3.3 World Urban Governance AI Solution Market Size by Application (2018-2029)

7 COMPANY PROFILES

7.1 Cisco Systems
  7.1.1 Cisco Systems Details
  7.1.2 Cisco Systems Major Business
  7.1.3 Cisco Systems Urban Governance AI Solution Product and Services
  7.1.4 Cisco Systems Urban Governance AI Solution Revenue, Gross Margin and Market Share (2018-2023)
  7.1.5 Cisco Systems Recent Developments/Updates
  7.1.6 Cisco Systems Competitive Strengths & Weaknesses
7.2 IBM Corporation
  7.2.1 IBM Corporation Details
  7.2.2 IBM Corporation Major Business
  7.2.3 IBM Corporation Urban Governance AI Solution Product and Services
  7.2.4 IBM Corporation Urban Governance AI Solution Revenue, Gross Margin and Market Share (2018-2023)
  7.2.5 IBM Corporation Recent Developments/Updates
  7.2.6 IBM Corporation Competitive Strengths & Weaknesses
7.3 Microsoft Corporation
  7.3.1 Microsoft Corporation Details
  7.3.2 Microsoft Corporation Major Business
  7.3.3 Microsoft Corporation Urban Governance AI Solution Product and Services
  7.3.4 Microsoft Corporation Urban Governance AI Solution Revenue, Gross Margin and Market Share (2018-2023)
  7.3.5 Microsoft Corporation Recent Developments/Updates
  7.3.6 Microsoft Corporation Competitive Strengths & Weaknesses
7.4 SenseTime
  7.4.1 SenseTime Details
  7.4.2 SenseTime Major Business
  7.4.3 SenseTime Urban Governance AI Solution Product and Services
  7.4.4 SenseTime Urban Governance AI Solution Revenue, Gross Margin and Market Share (2018-2023)
  7.4.5 SenseTime Recent Developments/Updates
  7.4.6 SenseTime Competitive Strengths & Weaknesses
7.5 Hikvision
  7.5.1 Hikvision Details
  7.5.2 Hikvision Major Business
  7.5.3 Hikvision Urban Governance AI Solution Product and Services
  7.5.4 Hikvision Urban Governance AI Solution Revenue, Gross Margin and Market Share (2018-2023)
  7.5.5 Hikvision Recent Developments/Updates
  7.5.6 Hikvision Competitive Strengths & Weaknesses
7.6 Dahua Technology
  7.6.1 Dahua Technology Details
  7.6.2 Dahua Technology Major Business
  7.6.3 Dahua Technology Urban Governance AI Solution Product and Services
  7.6.4 Dahua Technology Urban Governance AI Solution Revenue, Gross Margin and Market Share (2018-2023)
  7.6.5 Dahua Technology Recent Developments/Updates
  7.6.6 Dahua Technology Competitive Strengths & Weaknesses
7.7 Intellifusion Technologies
  7.7.1 Intellifusion Technologies Details
  7.7.2 Intellifusion Technologies Major Business
  7.7.3 Intellifusion Technologies Urban Governance AI Solution Product and Services
  7.7.4 Intellifusion Technologies Urban Governance AI Solution Revenue, Gross Margin and Market Share (2018-2023)
  7.7.5 Intellifusion Technologies Recent Developments/Updates
  7.7.6 Intellifusion Technologies Competitive Strengths & Weaknesses
7.8 Yitu Technology
  7.8.1 Yitu Technology Details
  7.8.2 Yitu Technology Major Business
  7.8.3 Yitu Technology Urban Governance AI Solution Product and Services
  7.8.4 Yitu Technology Urban Governance AI Solution Revenue, Gross Margin and Market Share (2018-2023)
  7.8.5 Yitu Technology Recent Developments/Updates
  7.8.6 Yitu Technology Competitive Strengths & Weaknesses
7.9 Megvii Technology
  7.9.1 Megvii Technology Details
  7.9.2 Megvii Technology Major Business
  7.9.3 Megvii Technology Urban Governance AI Solution Product and Services
  7.9.4 Megvii Technology Urban Governance AI Solution Revenue, Gross Margin and Market Share (2018-2023)
  7.9.5 Megvii Technology Recent Developments/Updates
  7.9.6 Megvii Technology Competitive Strengths & Weaknesses

8 INDUSTRY CHAIN ANALYSIS

8.1 Urban Governance AI Solution Industry Chain
8.2 Urban Governance AI Solution Upstream Analysis
8.3 Urban Governance AI Solution Midstream Analysis
8.4 Urban Governance AI Solution 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 Urban Governance AI Solution Revenue by Region (2018, 2022 and 2029) & (USD Million), (by Headquarter Location)
Table 2. World Urban Governance AI Solution Revenue by Region (2018-2023) & (USD Million), (by Headquarter Location)
Table 3. World Urban Governance AI Solution Revenue by Region (2024-2029) & (USD Million), (by Headquarter Location)
Table 4. World Urban Governance AI Solution Revenue Market Share by Region (2018-2023), (by Headquarter Location)
Table 5. World Urban Governance AI Solution Revenue Market Share by Region (2024-2029), (by Headquarter Location)
Table 6. Major Market Trends
Table 7. World Urban Governance AI Solution Consumption Value Growth Rate Forecast by Region (2018 & 2022 & 2029) & (USD Million)
Table 8. World Urban Governance AI Solution Consumption Value by Region (2018-2023) & (USD Million)
Table 9. World Urban Governance AI Solution Consumption Value Forecast by Region (2024-2029) & (USD Million)
Table 10. World Urban Governance AI Solution Revenue by Player (2018-2023) & (USD Million)
Table 11. Revenue Market Share of Key Urban Governance AI Solution Players in 2022
Table 12. World Urban Governance AI Solution Industry Rank of Major Player, Based on Revenue in 2022
Table 13. Global Urban Governance AI Solution Company Evaluation Quadrant
Table 14. Head Office of Key Urban Governance AI Solution Player
Table 15. Urban Governance AI Solution Market: Company Product Type Footprint
Table 16. Urban Governance AI Solution Market: Company Product Application Footprint
Table 17. Urban Governance AI Solution Mergers & Acquisitions Activity
Table 18. United States VS China Urban Governance AI Solution Market Size Comparison, (2018 & 2022 & 2029) & (USD Million)
Table 19. United States VS China Urban Governance AI Solution Consumption Value Comparison, (2018 & 2022 & 2029) & (USD Million)
Table 20. United States Based Urban Governance AI Solution Companies, Headquarters (States, Country)
Table 21. United States Based Companies Urban Governance AI Solution Revenue, (2018-2023) & (USD Million)
Table 22. United States Based Companies Urban Governance AI Solution Revenue Market Share (2018-2023)
Table 23. China Based Urban Governance AI Solution Companies, Headquarters (Province, Country)
Table 24. China Based Companies Urban Governance AI Solution Revenue, (2018-2023) & (USD Million)
Table 25. China Based Companies Urban Governance AI Solution Revenue Market Share (2018-2023)
Table 26. Rest of World Based Urban Governance AI Solution Companies, Headquarters (States, Country)
Table 27. Rest of World Based Companies Urban Governance AI Solution Revenue, (2018-2023) & (USD Million)
Table 28. Rest of World Based Companies Urban Governance AI Solution Revenue Market Share (2018-2023)
Table 29. World Urban Governance AI Solution Market Size by Type, (USD Million), 2018 & 2022 & 2029
Table 30. World Urban Governance AI Solution Market Size by Type (2018-2023) & (USD Million)
Table 31. World Urban Governance AI Solution Market Size by Type (2024-2029) & (USD Million)
Table 32. World Urban Governance AI Solution Market Size by Application, (USD Million), 2018 & 2022 & 2029
Table 33. World Urban Governance AI Solution Market Size by Application (2018-2023) & (USD Million)
Table 34. World Urban Governance AI Solution Market Size by Application (2024-2029) & (USD Million)
Table 35. Cisco Systems Basic Information, Area Served and Competitors
Table 36. Cisco Systems Major Business
Table 37. Cisco Systems Urban Governance AI Solution Product and Services
Table 38. Cisco Systems Urban Governance AI Solution Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 39. Cisco Systems Recent Developments/Updates
Table 40. Cisco Systems Competitive Strengths & Weaknesses
Table 41. IBM Corporation Basic Information, Area Served and Competitors
Table 42. IBM Corporation Major Business
Table 43. IBM Corporation Urban Governance AI Solution Product and Services
Table 44. IBM Corporation Urban Governance AI Solution Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 45. IBM Corporation Recent Developments/Updates
Table 46. IBM Corporation Competitive Strengths & Weaknesses
Table 47. Microsoft Corporation Basic Information, Area Served and Competitors
Table 48. Microsoft Corporation Major Business
Table 49. Microsoft Corporation Urban Governance AI Solution Product and Services
Table 50. Microsoft Corporation Urban Governance AI Solution Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 51. Microsoft Corporation Recent Developments/Updates
Table 52. Microsoft Corporation Competitive Strengths & Weaknesses
Table 53. SenseTime Basic Information, Area Served and Competitors
Table 54. SenseTime Major Business
Table 55. SenseTime Urban Governance AI Solution Product and Services
Table 56. SenseTime Urban Governance AI Solution Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 57. SenseTime Recent Developments/Updates
Table 58. SenseTime Competitive Strengths & Weaknesses
Table 59. Hikvision Basic Information, Area Served and Competitors
Table 60. Hikvision Major Business
Table 61. Hikvision Urban Governance AI Solution Product and Services
Table 62. Hikvision Urban Governance AI Solution Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 63. Hikvision Recent Developments/Updates
Table 64. Hikvision Competitive Strengths & Weaknesses
Table 65. Dahua Technology Basic Information, Area Served and Competitors
Table 66. Dahua Technology Major Business
Table 67. Dahua Technology Urban Governance AI Solution Product and Services
Table 68. Dahua Technology Urban Governance AI Solution Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 69. Dahua Technology Recent Developments/Updates
Table 70. Dahua Technology Competitive Strengths & Weaknesses
Table 71. Intellifusion Technologies Basic Information, Area Served and Competitors
Table 72. Intellifusion Technologies Major Business
Table 73. Intellifusion Technologies Urban Governance AI Solution Product and Services
Table 74. Intellifusion Technologies Urban Governance AI Solution Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 75. Intellifusion Technologies Recent Developments/Updates
Table 76. Intellifusion Technologies Competitive Strengths & Weaknesses
Table 77. Yitu Technology Basic Information, Area Served and Competitors
Table 78. Yitu Technology Major Business
Table 79. Yitu Technology Urban Governance AI Solution Product and Services
Table 80. Yitu Technology Urban Governance AI Solution Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 81. Yitu Technology Recent Developments/Updates
Table 82. Megvii Technology Basic Information, Area Served and Competitors
Table 83. Megvii Technology Major Business
Table 84. Megvii Technology Urban Governance AI Solution Product and Services
Table 85. Megvii Technology Urban Governance AI Solution Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
Table 86. Global Key Players of Urban Governance AI Solution Upstream (Raw Materials)
Table 87. Urban Governance AI Solution Typical Customers

List Of Figures

LIST OF FIGURES

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