Global Digital Twin Market Growth (Status And Outlook) 2021-2026

1 Scope of the Report
1.1 Market Introduction
1.2 Years Considered
1.3 Research Objectives
1.4 Market Research Methodology
1.5 Research Process and Data Source
1.6 Economic Indicators
1.7 Currency Considered

2 Executive Summary
2.1 World Market Overview
2.1.1 Global Digital Twin Market Size 2016-2026
2.1.2 Digital Twin Market Size CAGR by Region 2020 VS 2021 VS 2026
2.2 Digital Twin Segment by Type
2.2.1 Parts Twin
2.2.2 Parts Twin
2.2.3 Process Twin
2.2.4 System Twin
2.3 Digital Twin Market Size by Type
2.3.1 Global Digital Twin Market Size CAGR by Type
2.3.2 Global Digital Twin Market Size Market Share by Type (2016-2021)
2.4 Digital Twin Segment by Application
2.4.1 Aerospace and Defense
2.4.2 Automotive and Transportation
2.4.3 Machine Manufacturing
2.4.4 Energy and Utilities
2.4.5 Others
2.5 Digital Twin Market Size by Application
2.5.1 Global Digital Twin Market Size CAGR by Application
2.5.2 Global Digital Twin Market Size Market Share by Application (2016-2021)

3 Digital Twin Market Size by Players
3.1 Digital Twin Market Size Market Share by Players
3.1.1 Global Digital Twin Revenue by Players (2019-2021E)
3.1.2 Global Digital Twin Revenue Market Share by Players (2019-2021E)
3.2 Global Digital Twin Key Players Head office and Products Offered
3.3 Market Concentration Rate Analysis
3.3.1 Competition Landscape Analysis
3.3.2 Concentration Ratio (CR3, CR5 and CR10) (2019-2021E)
3.4 New Products and Potential Entrants
3.5 Mergers & Acquisitions, Expansion

4 Digital Twin by Regions
4.1 Digital Twin Market Size by Regions (2016-2021)
4.2 Americas Digital Twin Market Size Growth (2016-2021)
4.3 APAC Digital Twin Market Size Growth (2016-2021)
4.4 Europe Digital Twin Market Size Growth (2016-2021)
4.5 Middle East & Africa Digital Twin Market Size Growth (2016-2021)

5 Americas
5.1 Americas Digital Twin Market Size by Country (2016-2021)
5.2 Americas Digital Twin Market Size by Type (2016-2021)
5.3 Americas Digital Twin Market Size by Application (2016-2021)
5.4 United States
5.5 Canada
5.6 Mexico
5.7 Brazil

6 APAC
6.1 APAC Digital Twin Market Size by Region (2016-2021)
6.2 APAC Digital Twin Market Size by Type (2016-2021)
6.3 APAC Digital Twin Market Size by Application (2016-2021)
6.4 China
6.5 Japan
6.6 Korea
6.7 Southeast Asia
6.8 India
6.9 Australia

7 Europe
7.1 Europe Digital Twin by Country (2016-2021)
7.2 Europe Digital Twin Market Size by Type (2016-2021)
7.3 Europe Digital Twin Market Size by Application (2016-2021)
7.4 Germany
7.5 France
7.6 UK
7.7 Italy
7.8 Russia

8 Middle East & Africa
8.1 Middle East & Africa Digital Twin by Region (2016-2021)
8.2 Middle East & Africa Digital Twin Market Size by Type (2016-2021)
8.3 Middle East & Africa Digital Twin Market Size by Application (2016-2021)
8.4 Egypt
8.5 South Africa
8.6 Israel
8.7 Turkey
8.8 GCC Countries

9 Market Drivers, Challenges and Trends
9.1 Market Drivers and Impact
9.1.1 Growing Demand from Key Regions
9.1.2 Growing Demand from Key Applications and Potential Industries
9.2 Market Challenges and Impact
9.3 Market Trends

10 Global Digital Twin Market Forecast
10.1 Global Digital Twin Forecast by Regions (2021-2026)
10.1.1 Global Digital Twin Forecast by Regions (2021-2026)
10.1.2 Americas Digital Twin Forecast
10.1.3 APAC Digital Twin Forecast
10.1.4 Europe Digital Twin Forecast
10.1.5 Middle East & Africa Digital Twin Forecast
10.2 Americas Digital Twin Forecast by Countries (2021-2026)
10.2.1 United States Digital Twin Market Forecast
10.2.2 Canada Digital Twin Market Forecast
10.2.3 Mexico Digital Twin Market Forecast
10.2.4 Brazil Digital Twin Market Forecast
10.3 APAC Digital Twin Forecast by Region (2021-2026)
10.3.1 China Digital Twin Market Forecast
10.3.2 Japan Digital Twin Market Forecast
10.3.3 Korea Digital Twin Market Forecast
10.3.4 Southeast Asia Digital Twin Market Forecast
10.3.5 India Digital Twin Market Forecast
10.3.6 Australia Digital Twin Market Forecast
10.4 Europe Digital Twin Forecast by Country (2021-2026)
10.4.1 Germany Digital Twin Market Forecast
10.4.2 France Digital Twin Market Forecast
10.4.3 UK Digital Twin Market Forecast
10.4.4 Italy Digital Twin Market Forecast
10.4.5 Russia Digital Twin Market Forecast
10.5 Middle East & Africa Digital Twin Forecast by Region (2021-2026)
10.5.1 Egypt Digital Twin Market Forecast
10.5.2 South Africa Digital Twin Market Forecast
10.5.3 Israel Digital Twin Market Forecast
10.5.4 Turkey Digital Twin Market Forecast
10.5.5 GCC Countries Digital Twin Market Forecast
10.6 Global Digital Twin Forecast by Type (2021-2026)
10.7 Global Digital Twin Forecast by Application (2021-2026)

11 Key Players Analysis
11.1 General Electric
11.1.1 General Electric Company Information
11.1.2 General Electric Digital Twin Product Offered
11.1.3 General Electric Digital Twin Revenue, Gross Margin and Market Share (2019-2021)
11.1.4 General Electric Main Business Overview
11.1.5 General Electric Latest Developments
11.2 PTC
11.2.1 PTC Company Information
11.2.2 PTC Digital Twin Product Offered
11.2.3 PTC Digital Twin Revenue, Gross Margin and Market Share (2019-2021)
11.2.4 PTC Main Business Overview
11.2.5 PTC Latest Developments
11.3 Siemens
11.3.1 Siemens Company Information
11.3.2 Siemens Digital Twin Product Offered
11.3.3 Siemens Digital Twin Revenue, Gross Margin and Market Share (2019-2021)
11.3.4 Siemens Main Business Overview
11.3.5 Siemens Latest Developments
11.4 Dassault Systèmes
11.4.1 Dassault Systèmes Company Information
11.4.2 Dassault Systèmes Digital Twin Product Offered
11.4.3 Dassault Systèmes Digital Twin Revenue, Gross Margin and Market Share (2019-2021)
11.4.4 Dassault Systèmes Main Business Overview
11.4.5 Dassault Systèmes Latest Developments
11.5 IBM Corporation
11.5.1 IBM Corporation Company Information
11.5.2 IBM Corporation Digital Twin Product Offered
11.5.3 IBM Corporation Digital Twin Revenue, Gross Margin and Market Share (2019-2021)
11.5.4 IBM Corporation Main Business Overview
11.5.5 IBM Corporation Latest Developments
11.6 ANSYS
11.6.1 ANSYS Company Information
11.6.2 ANSYS Digital Twin Product Offered
11.6.3 ANSYS Digital Twin Revenue, Gross Margin and Market Share (2019-2021)
11.6.4 ANSYS Main Business Overview
11.6.5 ANSYS Latest Developments
11.7 Microsoft Corporation
11.7.1 Microsoft Corporation Company Information
11.7.2 Microsoft Corporation Digital Twin Product Offered
11.7.3 Microsoft Corporation Digital Twin Revenue, Gross Margin and Market Share (2019-2021)
11.7.4 Microsoft Corporation Main Business Overview
11.7.5 Microsoft Corporation Latest Developments
11.8 Oracle Corporation
11.8.1 Oracle Corporation Company Information
11.8.2 Oracle Corporation Digital Twin Product Offered
11.8.3 Oracle Corporation Digital Twin Revenue, Gross Margin and Market Share (2019-2021)
11.8.4 Oracle Corporation Main Business Overview
11.8.5 Oracle Corporation Latest Developments
11.9 Accenture (Mackevision)
11.9.1 Accenture (Mackevision) Company Information
11.9.2 Accenture (Mackevision) Digital Twin Product Offered
11.9.3 Accenture (Mackevision) Digital Twin Revenue, Gross Margin and Market Share (2019-2021)
11.9.4 Accenture (Mackevision) Main Business Overview
11.9.5 Accenture (Mackevision) Latest Developments
11.10 SAP
11.10.1 SAP Company Information
11.10.2 SAP Digital Twin Product Offered
11.10.3 SAP Digital Twin Revenue, Gross Margin and Market Share (2019-2021)
11.10.4 SAP Main Business Overview
11.10.5 SAP Latest Developments
11. AVEVA Group
11.11.1 AVEVA Group Company Information
11.11.2 AVEVA Group Digital Twin Product Offered
11.11.3 AVEVA Group Digital Twin Revenue, Gross Margin and Market Share (2019-2021)
11.11.4 AVEVA Group Main Business Overview
11.11.5 AVEVA Group Latest Developments

12 Research Findings and Conclusion

List of Tables
Table 1. Digital Twin Market Size CAGR by Region (2020-2026) & ($ Millions)
Table 2. Major Players of Parts Twin
Table 3. Major Players of Product Twin
Table 4. Major Players of Process Twin
Table 5. Major Players of System Twin
Table 6. Digital Twin Market Size CAGR by Type (2020-2026) & ($ Millions)
Table 7. Global Digital Twin Market Size by Type (2016-2021) & ($ Millions)
Table 8. Global Digital Twin Market Size Market Share by Type (2016-2021)
Table 9. Digital Twin Market Size CAGR by Application (2016-2021) & ($ Millions)
Table 10. Global Digital Twin Market Size by Application (2016-2021) & ($ Millions)
Table 11. Global Digital Twin Market Size Market Share by Application (2016-2021)
Table 12. Global Digital Twin Revenue by Players (2019-2021E) & ($ Millions)
Table 13. Global Digital Twin Revenue Market Share by Players (2019-2021E)
Table 14. Digital Twin Key Players Head office and Products Offered
Table 15. Digital Twin Concentration Ratio (CR3, CR5 and CR10) & (2019-2021E)
Table 16. New Products and Potential Entrants
Table 17. Mergers & Acquisitions, Expansion
Table 18. Global Digital Twin Market Size by Regions 2016-2021 & ($ Millions)
Table 19. Global Digital Twin Market Size Market Share by Regions 2016-2021
Table 20. Americas Digital Twin Market Size by Country (2016-2021) & ($ Millions)
Table 21. Americas Digital Twin Market Size Market Share by Country (2016-2021)
Table 22. Americas Digital Twin Market Size by Type (2016-2021) & ($ Millions)
Table 23. Americas Digital Twin Market Size Market Share by Type (2016-2021)
Table 24. Americas Digital Twin Market Size by Application (2016-2021) & ($ Millions)
Table 25. Americas Digital Twin Market Size Market Share by Application (2016-2021)
Table 26. APAC Digital Twin Market Size by Region (2016-2021) & ($ Millions)
Table 27. APAC Digital Twin Market Size Market Share by Region (2016-2021)
Table 28. APAC Digital Twin Market Size by Type (2016-2021) & ($ Millions)
Table 29. APAC Digital Twin Market Size Market Share by Type (2016-2021)
Table 30. APAC Digital Twin Market Size by Application (2016-2021) & ($ Millions)
Table 31. APAC Digital Twin Market Size Market Share by Application (2016-2021)
Table 32. Europe Digital Twin Market Size by Country (2016-2021) & ($ Millions)
Table 33. Europe Digital Twin Market Size Market Share by Country (2016-2021)
Table 34. Europe Digital Twin Market Size by Type (2016-2021) & ($ Millions)
Table 35. Europe Digital Twin Market Size Market Share by Type (2016-2021)
Table 36. Europe Digital Twin Market Size by Application (2016-2021) & ($ Millions)
Table 37. Europe Digital Twin Market Size Market Share by Application (2016-2021)
Table 38. Middle East & Africa Digital Twin Market Size by Region (2016-2021) & ($ Millions)
Table 39. Middle East & Africa Digital Twin Market Size Market Share by Region (2016-2021)
Table 40. Middle East & Africa Digital Twin Market Size by Type (2016-2021) & ($ Millions)
Table 41. Middle East & Africa Digital Twin Market Size Market Share by Type (2016-2021)
Table 42. Middle East & Africa Digital Twin Market Size by Application (2016-2021) & ($ Millions)
Table 43. Middle East & Africa Digital Twin Market Size Market Share by Application (2016-2021)
Table 44. Key and Potential Regions of Digital Twin
Table 45. Key Application and Potential Industries of Digital Twin
Table 46. Key Challenges of Digital Twin
Table 47. Key Trends of Digital Twin
Table 48. Global Digital Twin Market Size Forecast by Regions (2021-2026) & ($ Millions)
Table 49. Global Digital Twin Market Size Market Share Forecast by Regions (2021-2026)
Table 50. Global Digital Twin Market Size Forecast by Type (2021-2026) & ($ Millions)
Table 51. Global Digital Twin Market Size Market Share Forecast by Type (2021-2026)
Table 52. Global Digital Twin Market Size Forecast by Application (2021-2026) & ($ Millions)
Table 53. Global Digital Twin Market Size Market Share Forecast by Application (2021-2026)
Table 54. General Electric Details, Company Type, Digital Twin Area Served and Its Competitors
Table 55. General Electric Digital Twin Product Offered
Table 56. General Electric Digital Twin Revenue ($ million), Gross Margin and Market Share (2019-2021E)
Table 57. General Electric Main Business
Table 58. General Electric Latest Developments
Table 59. PTC Details, Company Type, Digital Twin Area Served and Its Competitors
Table 60. PTC Digital Twin Product Offered
Table 61. PTC Main Business
Table 62. PTC Digital Twin Revenue ($ million), Gross Margin and Market Share (2019-2021E)
Table 63. PTC Latest Developments
Table 64. Siemens Details, Company Type, Digital Twin Area Served and Its Competitors
Table 65. Siemens Digital Twin Product Offered
Table 66. Siemens Main Business
Table 67. Siemens Digital Twin Revenue ($ million), Gross Margin and Market Share (2019-2021E)
Table 68. Siemens Latest Developments
Table 69. Dassault Systèmes Details, Company Type, Digital Twin Area Served and Its Competitors
Table 70. Dassault Systèmes Digital Twin Product Offered
Table 71. Dassault Systèmes Main Business
Table 72. Dassault Systèmes Digital Twin Revenue ($ million), Gross Margin and Market Share (2019-2021E)
Table 73. Dassault Systèmes Latest Developments
Table 74. IBM Corporation Details, Company Type, Digital Twin Area Served and Its Competitors
Table 75. IBM Corporation Digital Twin Product Offered
Table 76. IBM Corporation Main Business
Table 77. IBM Corporation Digital Twin Revenue ($ million), Gross Margin and Market Share (2019-2021E)
Table 78. IBM Corporation Latest Developments
Table 79. ANSYS Details, Company Type, Digital Twin Area Served and Its Competitors
Table 80. ANSYS Digital Twin Product Offered
Table 81. ANSYS Main Business
Table 82. ANSYS Digital Twin Revenue ($ million), Gross Margin and Market Share (2019-2021E)
Table 83. ANSYS Latest Developments
Table 84. Microsoft Corporation Details, Company Type, Digital Twin Area Served and Its Competitors
Table 85. Microsoft Corporation Digital Twin Product Offered
Table 86. Microsoft Corporation Main Business
Table 87. Microsoft Corporation Digital Twin Revenue ($ million), Gross Margin and Market Share (2019-2021E)
Table 88. Microsoft Corporation Latest Developments
Table 89. Oracle Corporation Details, Company Type, Digital Twin Area Served and Its Competitors
Table 90. Oracle Corporation Digital Twin Product Offered
Table 91. Oracle Corporation Main Business
Table 92. Oracle Corporation Digital Twin Revenue ($ million), Gross Margin and Market Share (2019-2021E)
Table 93. Oracle Corporation Latest Developments
Table 94. Accenture (Mackevision) Details, Company Type, Digital Twin Area Served and Its Competitors
Table 95. Accenture (Mackevision) Digital Twin Product Offered
Table 96. Accenture (Mackevision) Main Business
Table 97. Accenture (Mackevision) Digital Twin Revenue ($ million), Gross Margin and Market Share (2019-2021E)
Table 98. Accenture (Mackevision) Latest Developments
Table 99. SAP Details, Company Type, Digital Twin Area Served and Its Competitors
Table 100. SAP Digital Twin Product Offered
Table 101. SAP Main Business
Table 102. SAP Digital Twin Revenue ($ million), Gross Margin and Market Share (2019-2021E)
Table 103. SAP Latest Developments
Table 104. AVEVA Group Details, Company Type, Digital Twin Area Served and Its Competitors
Table 105. AVEVA Group Digital Twin Product Offered
Table 106. AVEVA Group Digital Twin Revenue ($ million), Gross Margin and Market Share (2019-2021E)
Table 107. AVEVA Group Main Business
Table 108. AVEVA Group Latest Developments
List of Figures
Figure 1. Digital Twin Report Years Considered
Figure 2. Research Objectives
Figure 3. Research Methodology
Figure 4. Research Process and Data Source
Figure 5. Global Digital Twin Market Size Growth Rate 2016-2026 ($ Millions)
Figure 6. Global Digital Twin Market Size Market Share by Type in 2020
Figure 7. Digital Twin in Aerospace and Defense
Figure 8. Global Digital Twin Market: Aerospace and Defense (2016-2021) & ($ Millions)
Figure 9. Digital Twin in Automotive and Transportation
Figure 10. Global Digital Twin Market: Automotive and Transportation (2016-2021) & ($ Millions)
Figure 11. Digital Twin in Machine Manufacturing
Figure 12. Global Digital Twin Market: Machine Manufacturing (2016-2021) & ($ Millions)
Figure 13. Digital Twin in Energy and Utilities
Figure 14. Global Digital Twin Market: Energy and Utilities (2016-2021) & ($ Millions)
Figure 15. Digital Twin in Others
Figure 16. Global Digital Twin Market: Others (2016-2021) & ($ Millions)
Figure 17. Global Digital Twin Market Size Market Share by Application in 2020
Figure 18. Global Digital Twin Revenue Market Share by Player in 2020
Figure 19. Global Digital Twin Market Size Market Share by Regions (2016-2021)
Figure 20. Americas Digital Twin Market Size 2016-2021 ($ Millions)
Figure 21. APAC Digital Twin Market Size 2016-2021 ($ Millions)
Figure 22. Europe Digital Twin Market Size 2016-2021 ($ Millions)
Figure 23. Middle East & Africa Digital Twin Market Size 2016-2021 ($ Millions)
Figure 24. Americas Digital Twin Market Size Market Share by Country in 2020
Figure 25. Americas Digital Twin Market Size Market Share by Type in 2020
Figure 26. Americas Digital Twin Market Size Market Share by Application in 2020
Figure 27. United States Digital Twin Market Size Growth 2016-2021 ($ Millions)
Figure 28. Canada Digital Twin Market Size Growth 2016-2021 ($ Millions)
Figure 29. Mexico Digital Twin Market Size Growth 2016-2021 ($ Millions)
Figure 30. APAC Digital Twin Market Size Market Share by Regions in 2020
Figure 31. APAC Digital Twin Market Size Market Share by Type in 2020
Figure 32. APAC Digital Twin Market Size Market Share by Application in 2020
Figure 33. China Digital Twin Market Size Growth 2016-2021 ($ Millions)
Figure 34. Japan Digital Twin Market Size Growth 2016-2021 ($ Millions)
Figure 35. Korea Digital Twin Market Size Growth 2016-2021 ($ Millions)
Figure 36. Southeast Asia Digital Twin Market Size Growth 2016-2021 ($ Millions)
Figure 37. India Digital Twin Market Size Growth 2016-2021 ($ Millions)
Figure 38. Australia Digital Twin Market Size Growth 2016-2021 ($ Millions)
Figure 39. Europe Digital Twin Market Size Market Share by Country in 2020
Figure 40. Europe Digital Twin Market Size Market Share by Type in 2020
Figure 41. Europe Digital Twin Market Size Market Share by Application in 2020
Figure 42. Germany Digital Twin Market Size Growth 2016-2021 ($ Millions)
Figure 43. France Digital Twin Market Size Growth 2016-2021 ($ Millions)
Figure 44. UK Digital Twin Market Size Growth 2016-2021 ($ Millions)
Figure 45. Italy Digital Twin Market Size Growth 2016-2021 ($ Millions)
Figure 46. Russia Digital Twin Market Size Growth 2016-2021 ($ Millions)
Figure 47. Middle East & Africa Digital Twin Market Size Market Share by Region in 2020
Figure 48. Middle East & Africa Digital Twin Market Size Market Share by Type in 2020
Figure 49. Middle East & Africa Digital Twin Market Size Market Share by Application in 2020
Figure 50. Egypt Digital Twin Market Size Growth 2016-2021 ($ Millions)
Figure 51. South Africa Digital Twin Market Size Growth 2016-2021 ($ Millions)
Figure 52. Israel Digital Twin Market Size Growth 2016-2021 ($ Millions)
Figure 53. Turkey Digital Twin Market Size Growth 2016-2021 ($ Millions)
Figure 54. GCC Country Digital Twin Market Size Growth 2016-2021 ($ Millions)
Figure 55. Americas Digital Twin Market Size 2021-2026 ($ Millions)
Figure 56. APAC Digital Twin Market Size 2021-2026 ($ Millions)
Figure 57. Europe Digital Twin Market Size 2021-2026 ($ Millions)
Figure 58. Middle East & Africa Digital Twin Market Size 2021-2026 ($ Millions)
Figure 59. United States Digital Twin Market Size 2021-2026 ($ Millions)
Figure 60. Canada Digital Twin Market Size 2021-2026 ($ Millions)
Figure 61. Mexico Digital Twin Market Size 2021-2026 ($ Millions)
Figure 62. Brazil Digital Twin Market Size 2021-2026 ($ Millions)
Figure 63. China Digital Twin Market Size 2021-2026 ($ Millions)
Figure 64. Japan Digital Twin Market Size 2021-2026 ($ Millions)
Figure 65. Korea Digital Twin Market Size 2021-2026 ($ Millions)
Figure 66. Southeast Asia Digital Twin Market Size 2021-2026 ($ Millions)
Figure 67. India Digital Twin Market Size 2021-2026 ($ Millions)
Figure 68. Australia Digital Twin Market Size 2021-2026 ($ Millions)
Figure 69. Germany Digital Twin Market Size 2021-2026 ($ Millions)
Figure 70. France Digital Twin Market Size 2021-2026 ($ Millions)
Figure 71. UK Digital Twin Market Size 2021-2026 ($ Millions)
Figure 72. Italy Digital Twin Market Size 2021-2026 ($ Millions)
Figure 73. Russia Digital Twin Market Size 2021-2026 ($ Millions)
Figure 74. Spain Digital Twin Market Size 2021-2026 ($ Millions)
Figure 75. Egypt Digital Twin Market Size 2021-2026 ($ Millions)
Figure 76. South Africa Digital Twin Market Size 2021-2026 ($ Millions)
Figure 77. Israel Digital Twin Market Size 2021-2026 ($ Millions)
Figure 78. Turkey Digital Twin Market Size 2021-2026 ($ Millions)
Figure 79. GCC Country Digital Twin Market Size 2021-2026 ($ Millions)

SECONDARY RESEARCH
Secondary Research Information is collected from a number of publicly available as well as paid databases. Public sources involve publications by different associations and governments, annual reports and statements of companies, white papers and research publications by recognized industry experts and renowned academia etc. Paid data sources include third party authentic industry databases.

PRIMARY RESEARCH
Once data collection is done through secondary research, primary interviews are conducted with different stakeholders across the value chain like manufacturers, distributors, ingredient/input suppliers, end customers and other key opinion leaders of the industry. Primary research is used both to validate the data points obtained from secondary research and to fill in the data gaps after secondary research.

MARKET ENGINEERING
The market engineering phase involves analyzing the data collected, market breakdown and forecasting. Macroeconomic indicators and bottom-up and top-down approaches are used to arrive at a complete set of data points that give way to valuable qualitative and quantitative insights. Each data point is verified by the process of data triangulation to validate the numbers and arrive at close estimates.

EXPERT VALIDATION
The market engineered data is verified and validated by a number of experts, both in-house and external.

REPORT WRITING/ PRESENTATION
After the data is curated by the mentioned highly sophisticated process, the analysts begin to write the report. Garnering insights from data and forecasts, insights are drawn to visualize the entire ecosystem in a single report.