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Covid-19 Impact on Global Digital Twin Software Market Size, Status and Forecast 2020-2026

July 2020 | 94 pages | ID: CC6DA6182607EN
QYResearch

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Digital twin software provides a virtual representation or simulation of a physical asset and is used to monitor the performance of the asset in real-time. These tools are used to simulate performance, predict potential maintenance needs, and ultimately optimize the asset for peak performance.
Since the COVID-19 virus outbreak in December 2019, the disease has spread to almost 100 countries around the globe with the World Health Organization declaring it a public health emergency. The global impacts of the coronavirus disease 2019 (COVID-19) are already starting to be felt, and will significantly affect the Digital Twin Software market in 2020.
COVID-19 can affect the global economy in three main ways: by directly affecting production and demand, by creating supply chain and market disruption, and by its financial impact on firms and financial markets.
The outbreak of COVID-19 has brought effects on many aspects, like flight cancellations; travel bans and quarantines; restaurants closed; all indoor events restricted; over forty countries state of emergency declared; massive slowing of the supply chain; stock market volatility; falling business confidence, growing panic among the population, and uncertainty about future.
This report also analyses the impact of Coronavirus COVID-19 on the Digital Twin Software industry.
Based on our recent survey, we have several different scenarios about the Digital Twin Software YoY growth rate for 2020. The probable scenario is expected to grow by a xx% in 2020 and the revenue will be xx in 2020 from US$ xx million in 2019. The market size of Digital Twin Software will reach xx in 2026, with a CAGR of xx% from 2020 to 2026.
With industry-standard accuracy in analysis and high data integrity, the report makes a brilliant attempt to unveil key opportunities available in the global Digital Twin Software market to help players in achieving a strong market position. Buyers of the report can access verified and reliable market forecasts, including those for the overall size of the global Digital Twin Software market in terms of revenue.
Players, stakeholders, and other participants in the global Digital Twin Software market will be able to gain the upper hand as they use the report as a powerful resource. For this version of the report, the segmental analysis focuses on revenue and forecast by each application segment in terms of revenue and forecast by each type segment in terms of revenue for the period 2015-2026.

Regional and Country-level Analysis

The report offers an exhaustive geographical analysis of the global Digital Twin Software market, covering important regions, viz, North America, Europe, China, Japan, Southeast Asia, India and Central & South America. It also covers key countries (regions), viz, U.S., Canada, Germany, France, U.K., Italy, Russia, China, Japan, South Korea, India, Australia, Taiwan, Indonesia, Thailand, Malaysia, Philippines, Vietnam, Mexico, Brazil, Turkey, Saudi Arabia, U.A.E, etc.

The report includes country-wise and region-wise market size for the period 2015-2026. It also includes market size and forecast by each application segment in terms of revenue for the period 2015-2026.

Competition Analysis

In the competitive analysis section of the report, leading as well as prominent players of the global Digital Twin Software market are broadly studied on the basis of key factors. The report offers comprehensive analysis and accurate statistics on revenue by the player for the period 2015-2020. It also offers detailed analysis supported by reliable statistics on price and revenue (global level) by player for the period 2015-2020.

On the whole, the report proves to be an effective tool that players can use to gain a competitive edge over their competitors and ensure lasting success in the global Digital Twin Software market. All of the findings, data, and information provided in the report are validated and revalidated with the help of trustworthy sources. The analysts who have authored the report took a unique and industry-best research and analysis approach for an in-depth study of the global Digital Twin Software market.
The following players are covered in this report:
  • SAP
  • Seebo
  • Predix
  • Akselos
  • Oracle
  • ScaleOut
  • TWAICE Technologies GmbH
  • Sphera
  • Lanner Group
Digital Twin Software Breakdown Data by Type
  • Cloud Based
  • On-Premises
Digital Twin Software Breakdown Data by Application
  • Electrical
  • Automobile
  • Medical
  • Ships
  • Others
1 REPORT OVERVIEW

1.1 Study Scope
1.2 Key Market Segments
1.3 Players Covered: Ranking by Digital Twin Software Revenue
1.4 Market Analysis by Type
  1.4.1 Global Digital Twin Software Market Size Growth Rate by Type: 2020 VS 2026
  1.4.2 Cloud Based
  1.4.3 On-Premises
1.5 Market by Application
  1.5.1 Global Digital Twin Software Market Share by Application: 2020 VS 2026
  1.5.2 Electrical
  1.5.3 Automobile
  1.5.4 Medical
  1.5.5 Ships
  1.5.6 Others
1.6 Coronavirus Disease 2019 (Covid-19): Digital Twin Software Industry Impact
  1.6.1 How the Covid-19 is Affecting the Digital Twin Software Industry
    1.6.1.1 Digital Twin Software Business Impact Assessment - Covid-19
    1.6.1.2 Supply Chain Challenges
    1.6.1.3 COVID-19’s Impact On Crude Oil and Refined Products
  1.6.2 Market Trends and Digital Twin Software Potential Opportunities in the COVID-19 Landscape
  1.6.3 Measures / Proposal against Covid-19
    1.6.3.1 Government Measures to Combat Covid-19 Impact
    1.6.3.2 Proposal for Digital Twin Software Players to Combat Covid-19 Impact
1.7 Study Objectives
1.8 Years Considered

2 GLOBAL GROWTH TRENDS BY REGIONS

2.1 Digital Twin Software Market Perspective (2015-2026)
2.2 Digital Twin Software Growth Trends by Regions
  2.2.1 Digital Twin Software Market Size by Regions: 2015 VS 2020 VS 2026
  2.2.2 Digital Twin Software Historic Market Share by Regions (2015-2020)
  2.2.3 Digital Twin Software Forecasted Market Size by Regions (2021-2026)
2.3 Industry Trends and Growth Strategy
  2.3.1 Market Top Trends
  2.3.2 Market Drivers
  2.3.3 Market Challenges
  2.3.4 Porter’s Five Forces Analysis
  2.3.5 Digital Twin Software Market Growth Strategy
  2.3.6 Primary Interviews with Key Digital Twin Software Players (Opinion Leaders)

3 COMPETITION LANDSCAPE BY KEY PLAYERS

3.1 Global Top Digital Twin Software Players by Market Size
  3.1.1 Global Top Digital Twin Software Players by Revenue (2015-2020)
  3.1.2 Global Digital Twin Software Revenue Market Share by Players (2015-2020)
  3.1.3 Global Digital Twin Software Market Share by Company Type (Tier 1, Tier 2 and Tier 3)
3.2 Global Digital Twin Software Market Concentration Ratio
  3.2.1 Global Digital Twin Software Market Concentration Ratio (CR5 and HHI)
  3.2.2 Global Top 10 and Top 5 Companies by Digital Twin Software Revenue in 2019
3.3 Digital Twin Software Key Players Head office and Area Served
3.4 Key Players Digital Twin Software Product Solution and Service
3.5 Date of Enter into Digital Twin Software Market
3.6 Mergers & Acquisitions, Expansion Plans

4 BREAKDOWN DATA BY TYPE (2015-2026)

4.1 Global Digital Twin Software Historic Market Size by Type (2015-2020)
4.2 Global Digital Twin Software Forecasted Market Size by Type (2021-2026)

5 DIGITAL TWIN SOFTWARE BREAKDOWN DATA BY APPLICATION (2015-2026)

5.1 Global Digital Twin Software Market Size by Application (2015-2020)
5.2 Global Digital Twin Software Forecasted Market Size by Application (2021-2026)

6 NORTH AMERICA

6.1 North America Digital Twin Software Market Size (2015-2020)
6.2 Digital Twin Software Key Players in North America (2019-2020)
6.3 North America Digital Twin Software Market Size by Type (2015-2020)
6.4 North America Digital Twin Software Market Size by Application (2015-2020)

7 EUROPE

7.1 Europe Digital Twin Software Market Size (2015-2020)
7.2 Digital Twin Software Key Players in Europe (2019-2020)
7.3 Europe Digital Twin Software Market Size by Type (2015-2020)
7.4 Europe Digital Twin Software Market Size by Application (2015-2020)

8 CHINA

8.1 China Digital Twin Software Market Size (2015-2020)
8.2 Digital Twin Software Key Players in China (2019-2020)
8.3 China Digital Twin Software Market Size by Type (2015-2020)
8.4 China Digital Twin Software Market Size by Application (2015-2020)

9 JAPAN

9.1 Japan Digital Twin Software Market Size (2015-2020)
9.2 Digital Twin Software Key Players in Japan (2019-2020)
9.3 Japan Digital Twin Software Market Size by Type (2015-2020)
9.4 Japan Digital Twin Software Market Size by Application (2015-2020)

10 SOUTHEAST ASIA

10.1 Southeast Asia Digital Twin Software Market Size (2015-2020)
10.2 Digital Twin Software Key Players in Southeast Asia (2019-2020)
10.3 Southeast Asia Digital Twin Software Market Size by Type (2015-2020)
10.4 Southeast Asia Digital Twin Software Market Size by Application (2015-2020)

11 INDIA

11.1 India Digital Twin Software Market Size (2015-2020)
11.2 Digital Twin Software Key Players in India (2019-2020)
11.3 India Digital Twin Software Market Size by Type (2015-2020)
11.4 India Digital Twin Software Market Size by Application (2015-2020)

12 CENTRAL & SOUTH AMERICA

12.1 Central & South America Digital Twin Software Market Size (2015-2020)
12.2 Digital Twin Software Key Players in Central & South America (2019-2020)
12.3 Central & South America Digital Twin Software Market Size by Type (2015-2020)
12.4 Central & South America Digital Twin Software Market Size by Application (2015-2020)

13 KEY PLAYERS PROFILES

13.1 SAP
  13.1.1 SAP Company Details
  13.1.2 SAP Business Overview and Its Total Revenue
  13.1.3 SAP Digital Twin Software Introduction
  13.1.4 SAP Revenue in Digital Twin Software Business (2015-2020))
  13.1.5 SAP Recent Development
13.2 Seebo
  13.2.1 Seebo Company Details
  13.2.2 Seebo Business Overview and Its Total Revenue
  13.2.3 Seebo Digital Twin Software Introduction
  13.2.4 Seebo Revenue in Digital Twin Software Business (2015-2020)
  13.2.5 Seebo Recent Development
13.3 Predix
  13.3.1 Predix Company Details
  13.3.2 Predix Business Overview and Its Total Revenue
  13.3.3 Predix Digital Twin Software Introduction
  13.3.4 Predix Revenue in Digital Twin Software Business (2015-2020)
  13.3.5 Predix Recent Development
13.4 Akselos
  13.4.1 Akselos Company Details
  13.4.2 Akselos Business Overview and Its Total Revenue
  13.4.3 Akselos Digital Twin Software Introduction
  13.4.4 Akselos Revenue in Digital Twin Software Business (2015-2020)
  13.4.5 Akselos Recent Development
13.5 Oracle
  13.5.1 Oracle Company Details
  13.5.2 Oracle Business Overview and Its Total Revenue
  13.5.3 Oracle Digital Twin Software Introduction
  13.5.4 Oracle Revenue in Digital Twin Software Business (2015-2020)
  13.5.5 Oracle Recent Development
13.6 ScaleOut
  13.6.1 ScaleOut Company Details
  13.6.2 ScaleOut Business Overview and Its Total Revenue
  13.6.3 ScaleOut Digital Twin Software Introduction
  13.6.4 ScaleOut Revenue in Digital Twin Software Business (2015-2020)
  13.6.5 ScaleOut Recent Development
13.7 TWAICE Technologies GmbH
  13.7.1 TWAICE Technologies GmbH Company Details
  13.7.2 TWAICE Technologies GmbH Business Overview and Its Total Revenue
  13.7.3 TWAICE Technologies GmbH Digital Twin Software Introduction
  13.7.4 TWAICE Technologies GmbH Revenue in Digital Twin Software Business (2015-2020)
  13.7.5 TWAICE Technologies GmbH Recent Development
13.8 Sphera
  13.8.1 Sphera Company Details
  13.8.2 Sphera Business Overview and Its Total Revenue
  13.8.3 Sphera Digital Twin Software Introduction
  13.8.4 Sphera Revenue in Digital Twin Software Business (2015-2020)
  13.8.5 Sphera Recent Development
13.9 Lanner Group
  13.9.1 Lanner Group Company Details
  13.9.2 Lanner Group Business Overview and Its Total Revenue
  13.9.3 Lanner Group Digital Twin Software Introduction
  13.9.4 Lanner Group Revenue in Digital Twin Software Business (2015-2020)
  13.9.5 Lanner Group Recent Development

14 ANALYST'S VIEWPOINTS/CONCLUSIONS

15 APPENDIX

15.1 Research Methodology
  15.1.1 Methodology/Research Approach
  15.1.2 Data Source
15.2 Disclaimer
15.3 Author Details

LIST OF TABLES

Table 1. Digital Twin Software Key Market Segments
Table 2. Key Players Covered: Ranking by Digital Twin Software Revenue
Table 3. Ranking of Global Top Digital Twin Software Manufacturers by Revenue (US$ Million) in 2019
Table 4. Global Digital Twin Software Market Size Growth Rate by Type (US$ Million): 2020 VS 2026
Table 5. Key Players of Cloud Based
Table 6. Key Players of On-Premises
Table 7. COVID-19 Impact Global Market: (Four Digital Twin Software Market Size Forecast Scenarios)
Table 8. Opportunities and Trends for Digital Twin Software Players in the COVID-19 Landscape
Table 9. Present Opportunities in China & Elsewhere Due to the Coronavirus Crisis
Table 10. Key Regions/Countries Measures against Covid-19 Impact
Table 11. Proposal for Digital Twin Software Players to Combat Covid-19 Impact
Table 12. Global Digital Twin Software Market Size Growth by Application (US$ Million): 2020 VS 2026
Table 13. Global Digital Twin Software Market Size by Regions (US$ Million): 2020 VS 2026
Table 14. Global Digital Twin Software Market Size by Regions (2015-2020) (US$ Million)
Table 15. Global Digital Twin Software Market Share by Regions (2015-2020)
Table 16. Global Digital Twin Software Forecasted Market Size by Regions (2021-2026) (US$ Million)
Table 17. Global Digital Twin Software Market Share by Regions (2021-2026)
Table 18. Market Top Trends
Table 19. Key Drivers: Impact Analysis
Table 20. Key Challenges
Table 21. Digital Twin Software Market Growth Strategy
Table 22. Main Points Interviewed from Key Digital Twin Software Players
Table 23. Global Digital Twin Software Revenue by Players (2015-2020) (Million US$)
Table 24. Global Digital Twin Software Market Share by Players (2015-2020)
Table 25. Global Top Digital Twin Software Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Digital Twin Software as of 2019)
Table 26. Global Digital Twin Software by Players Market Concentration Ratio (CR5 and HHI)
Table 27. Key Players Headquarters and Area Served
Table 28. Key Players Digital Twin Software Product Solution and Service
Table 29. Date of Enter into Digital Twin Software Market
Table 30. Mergers & Acquisitions, Expansion Plans
Table 31. Global Digital Twin Software Market Size by Type (2015-2020) (Million US$)
Table 32. Global Digital Twin Software Market Size Share by Type (2015-2020)
Table 33. Global Digital Twin Software Revenue Market Share by Type (2021-2026)
Table 34. Global Digital Twin Software Market Size Share by Application (2015-2020)
Table 35. Global Digital Twin Software Market Size by Application (2015-2020) (Million US$)
Table 36. Global Digital Twin Software Market Size Share by Application (2021-2026)
Table 37. North America Key Players Digital Twin Software Revenue (2019-2020) (Million US$)
Table 38. North America Key Players Digital Twin Software Market Share (2019-2020)
Table 39. North America Digital Twin Software Market Size by Type (2015-2020) (Million US$)
Table 40. North America Digital Twin Software Market Share by Type (2015-2020)
Table 41. North America Digital Twin Software Market Size by Application (2015-2020) (Million US$)
Table 42. North America Digital Twin Software Market Share by Application (2015-2020)
Table 43. Europe Key Players Digital Twin Software Revenue (2019-2020) (Million US$)
Table 44. Europe Key Players Digital Twin Software Market Share (2019-2020)
Table 45. Europe Digital Twin Software Market Size by Type (2015-2020) (Million US$)
Table 46. Europe Digital Twin Software Market Share by Type (2015-2020)
Table 47. Europe Digital Twin Software Market Size by Application (2015-2020) (Million US$)
Table 48. Europe Digital Twin Software Market Share by Application (2015-2020)
Table 49. China Key Players Digital Twin Software Revenue (2019-2020) (Million US$)
Table 50. China Key Players Digital Twin Software Market Share (2019-2020)
Table 51. China Digital Twin Software Market Size by Type (2015-2020) (Million US$)
Table 52. China Digital Twin Software Market Share by Type (2015-2020)
Table 53. China Digital Twin Software Market Size by Application (2015-2020) (Million US$)
Table 54. China Digital Twin Software Market Share by Application (2015-2020)
Table 55. Japan Key Players Digital Twin Software Revenue (2019-2020) (Million US$)
Table 56. Japan Key Players Digital Twin Software Market Share (2019-2020)
Table 57. Japan Digital Twin Software Market Size by Type (2015-2020) (Million US$)
Table 58. Japan Digital Twin Software Market Share by Type (2015-2020)
Table 59. Japan Digital Twin Software Market Size by Application (2015-2020) (Million US$)
Table 60. Japan Digital Twin Software Market Share by Application (2015-2020)
Table 61. Southeast Asia Key Players Digital Twin Software Revenue (2019-2020) (Million US$)
Table 62. Southeast Asia Key Players Digital Twin Software Market Share (2019-2020)
Table 63. Southeast Asia Digital Twin Software Market Size by Type (2015-2020) (Million US$)
Table 64. Southeast Asia Digital Twin Software Market Share by Type (2015-2020)
Table 65. Southeast Asia Digital Twin Software Market Size by Application (2015-2020) (Million US$)
Table 66. Southeast Asia Digital Twin Software Market Share by Application (2015-2020)
Table 67. India Key Players Digital Twin Software Revenue (2019-2020) (Million US$)
Table 68. India Key Players Digital Twin Software Market Share (2019-2020)
Table 69. India Digital Twin Software Market Size by Type (2015-2020) (Million US$)
Table 70. India Digital Twin Software Market Share by Type (2015-2020)
Table 71. India Digital Twin Software Market Size by Application (2015-2020) (Million US$)
Table 72. India Digital Twin Software Market Share by Application (2015-2020)
Table 73. Central & South America Key Players Digital Twin Software Revenue (2019-2020) (Million US$)
Table 74. Central & South America Key Players Digital Twin Software Market Share (2019-2020)
Table 75. Central & South America Digital Twin Software Market Size by Type (2015-2020) (Million US$)
Table 76. Central & South America Digital Twin Software Market Share by Type (2015-2020)
Table 77. Central & South America Digital Twin Software Market Size by Application (2015-2020) (Million US$)
Table 78. Central & South America Digital Twin Software Market Share by Application (2015-2020)
Table 79. SAP Company Details
Table 80. SAP Business Overview
Table 81. SAP Product
Table 82. SAP Revenue in Digital Twin Software Business (2015-2020) (Million US$)
Table 83. SAP Recent Development
Table 84. Seebo Company Details
Table 85. Seebo Business Overview
Table 86. Seebo Product
Table 87. Seebo Revenue in Digital Twin Software Business (2015-2020) (Million US$)
Table 88. Seebo Recent Development
Table 89. Predix Company Details
Table 90. Predix Business Overview
Table 91. Predix Product
Table 92. Predix Revenue in Digital Twin Software Business (2015-2020) (Million US$)
Table 93. Predix Recent Development
Table 94. Akselos Company Details
Table 95. Akselos Business Overview
Table 96. Akselos Product
Table 97. Akselos Revenue in Digital Twin Software Business (2015-2020) (Million US$)
Table 98. Akselos Recent Development
Table 99. Oracle Company Details
Table 100. Oracle Business Overview
Table 101. Oracle Product
Table 102. Oracle Revenue in Digital Twin Software Business (2015-2020) (Million US$)
Table 103. Oracle Recent Development
Table 104. ScaleOut Company Details
Table 105. ScaleOut Business Overview
Table 106. ScaleOut Product
Table 107. ScaleOut Revenue in Digital Twin Software Business (2015-2020) (Million US$)
Table 108. ScaleOut Recent Development
Table 109. TWAICE Technologies GmbH Company Details
Table 110. TWAICE Technologies GmbH Business Overview
Table 111. TWAICE Technologies GmbH Product
Table 112. TWAICE Technologies GmbH Revenue in Digital Twin Software Business (2015-2020) (Million US$)
Table 113. TWAICE Technologies GmbH Recent Development
Table 114. Sphera Business Overview
Table 115. Sphera Product
Table 116. Sphera Company Details
Table 117. Sphera Revenue in Digital Twin Software Business (2015-2020) (Million US$)
Table 118. Sphera Recent Development
Table 119. Lanner Group Company Details
Table 120. Lanner Group Business Overview
Table 121. Lanner Group Product
Table 122. Lanner Group Revenue in Digital Twin Software Business (2015-2020) (Million US$)
Table 123. Lanner Group Recent Development
Table 124. Research Programs/Design for This Report
Table 125. Key Data Information from Secondary Sources
Table 126. Key Data Information from Primary Sources

LIST OF FIGURES

Figure 1. Global Digital Twin Software Market Share by Type: 2020 VS 2026
Figure 2. Cloud Based Features
Figure 3. On-Premises Features
Figure 4. Global Digital Twin Software Market Share by Application: 2020 VS 2026
Figure 5. Electrical Case Studies
Figure 6. Automobile Case Studies
Figure 7. Medical Case Studies
Figure 8. Ships Case Studies
Figure 9. Others Case Studies
Figure 10. Digital Twin Software Report Years Considered
Figure 11. Global Digital Twin Software Market Size YoY Growth 2015-2026 (US$ Million)
Figure 12. Global Digital Twin Software Market Share by Regions: 2020 VS 2026
Figure 13. Global Digital Twin Software Market Share by Regions (2021-2026)
Figure 14. Porter's Five Forces Analysis
Figure 15. Global Digital Twin Software Market Share by Players in 2019
Figure 16. Global Top Digital Twin Software Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Digital Twin Software as of 2019
Figure 17. The Top 10 and 5 Players Market Share by Digital Twin Software Revenue in 2019
Figure 18. North America Digital Twin Software Market Size YoY Growth (2015-2020) (Million US$)
Figure 19. Europe Digital Twin Software Market Size YoY Growth (2015-2020) (Million US$)
Figure 20. China Digital Twin Software Market Size YoY Growth (2015-2020) (Million US$)
Figure 21. Japan Digital Twin Software Market Size YoY Growth (2015-2020) (Million US$)
Figure 22. Southeast Asia Digital Twin Software Market Size YoY Growth (2015-2020) (Million US$)
Figure 23. India Digital Twin Software Market Size YoY Growth (2015-2020) (Million US$)
Figure 24. Central & South America Digital Twin Software Market Size YoY Growth (2015-2020) (Million US$)
Figure 25. SAP Total Revenue (US$ Million): 2019 Compared with 2018
Figure 26. SAP Revenue Growth Rate in Digital Twin Software Business (2015-2020)
Figure 27. Seebo Total Revenue (US$ Million): 2019 Compared with 2018
Figure 28. Seebo Revenue Growth Rate in Digital Twin Software Business (2015-2020)
Figure 29. Predix Total Revenue (US$ Million): 2019 Compared with 2018
Figure 30. Predix Revenue Growth Rate in Digital Twin Software Business (2015-2020)
Figure 31. Akselos Total Revenue (US$ Million): 2019 Compared with 2018
Figure 32. Akselos Revenue Growth Rate in Digital Twin Software Business (2015-2020)
Figure 33. Oracle Total Revenue (US$ Million): 2019 Compared with 2018
Figure 34. Oracle Revenue Growth Rate in Digital Twin Software Business (2015-2020)
Figure 35. ScaleOut Total Revenue (US$ Million): 2019 Compared with 2018
Figure 36. ScaleOut Revenue Growth Rate in Digital Twin Software Business (2015-2020)
Figure 37. TWAICE Technologies GmbH Total Revenue (US$ Million): 2019 Compared with 2018
Figure 38. TWAICE Technologies GmbH Revenue Growth Rate in Digital Twin Software Business (2015-2020)
Figure 39. Sphera Total Revenue (US$ Million): 2019 Compared with 2018
Figure 40. Sphera Revenue Growth Rate in Digital Twin Software Business (2015-2020)
Figure 41. Lanner Group Total Revenue (US$ Million): 2019 Compared with 2018
Figure 42. Lanner Group Revenue Growth Rate in Digital Twin Software Business (2015-2020)
Figure 43. Bottom-up and Top-down Approaches for This Report
Figure 44. Data Triangulation
Figure 45. Key Executives Interviewed


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