The software is artificial intelligence-based, composed of automated DR screening and mobile or hardware components. The goal is to bring long term and cheap diabetic retinopathy screening to diabetic patients through ML or mobile phones. The core technique for the analysis is deep learning module, and with the web interfaces, both doctors and patients could visually understand the results.
This report aims to provide a comprehensive presentation of the global market for Diabetic Retinopathy (DR) Analysis Software, with both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding Diabetic Retinopathy (DR) Analysis Software. This report contains market size and forecasts of Diabetic Retinopathy (DR) Analysis Software in global, including the following market information:
Global Diabetic Retinopathy (DR) Analysis Software Market Revenue, 2018-2023, 2024-2029, ($ millions)
Global top five companies in 2022 (%)
The global Diabetic Retinopathy (DR) Analysis Software market was valued at US$ million in 2022 and is projected to reach US$ million by 2029, at a CAGR of % during the forecast period. The influence of COVID-19 and the Russia-Ukraine War were considered while estimating market sizes.
The U.S. Market is Estimated at $ Million in 2022, While China is to reach $ Million.
AI Screening System Segment to Reach $ Million by 2029, with a % CAGR in next six years.
The global key manufacturers of Diabetic Retinopathy (DR) Analysis Software include Evolucare, IDx Technologies Inc., Yingtong, Vistel, MONA and Eyenuk, etc. in 2022, the global top five players have a share approximately % in terms of revenue.
MARKET MONITOR GLOBAL, INC (MMG) has surveyed the Diabetic Retinopathy (DR) Analysis Software companies, and industry experts on this industry, involving the revenue, demand, product type, recent developments and plans, industry trends, drivers, challenges, obstacles, and potential risks.
Total Market by Segment:
Global Diabetic Retinopathy (DR) Analysis Software Market, by Type, 2018-2023, 2024-2029 ($ millions)
Global Diabetic Retinopathy (DR) Analysis Software Market Segment Percentages, by Type, 2022 (%)
AI Screening System
AI Analysis (Disease Assessment)
Global Diabetic Retinopathy (DR) Analysis Software Market, by Application, 2018-2023, 2024-2029 ($ millions)
Global Diabetic Retinopathy (DR) Analysis Software Market Segment Percentages, by Application, 2022 (%)
Clinical Diagnoses
Personal Triage
Investigational Use
Global Diabetic Retinopathy (DR) Analysis Software Market, By Region and Country, 2018-2023, 2024-2029 ($ Millions)
Global Diabetic Retinopathy (DR) Analysis Software Market Segment Percentages, By Region and Country, 2022 (%)
North America
US
Canada
Mexico
Europe
Germany
France
U.K.
Italy
Russia
Nordic Countries
Benelux
Rest of Europe
Asia
China
Japan
South Korea
Southeast Asia
India
Rest of Asia
South America
Brazil
Argentina
Rest of South America
Middle East & Africa
Turkey
Israel
Saudi Arabia
UAE
Rest of Middle East & Africa
Competitor Analysis
The report also provides analysis of leading market participants including:
Key companies Diabetic Retinopathy (DR) Analysis Software revenues in global market, 2018-2023 (estimated), ($ millions)
Key companies Diabetic Retinopathy (DR) Analysis Software revenues share in global market, 2022 (%)
Further, the report presents profiles of competitors in the market, key players include:
Evolucare
IDx Technologies Inc.
Yingtong
Vistel
MONA
Eyenuk
Outline of Major Chapters:
Chapter 1: Introduces the definition of Diabetic Retinopathy (DR) Analysis Software, market overview.
Chapter 2: Global Diabetic Retinopathy (DR) Analysis Software market size in revenue.
Chapter 3: Detailed analysis of Diabetic Retinopathy (DR) Analysis Software company competitive landscape, revenue and market share, latest development plan, merger, and acquisition information, etc.
Chapter 4: Provides the analysis of various market segments by type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.
Chapter 5: Provides the analysis of various market segments by application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
Chapter 6: Sales of Diabetic Retinopathy (DR) Analysis Software in regional level and country level. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space of each country in the world.
Chapter 7: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product sales, revenue, price, gross margin, product introduction, recent development, etc.
Chapter 8: The main points and conclusions of the report.
TABLE OF CONTENTS
1 Introduction to Research & Analysis Reports
1.1 Diabetic Retinopathy (DR) Analysis Software Market Definition
1.2 Market Segments
1.2.1 Market by Type
1.2.2 Market by Application
1.3 Global Diabetic Retinopathy (DR) Analysis Software Market Overview
1.4 Features & Benefits of This Report
1.5 Methodology & Sources of Information
1.5.1 Research Methodology
1.5.2 Research Process
1.5.3 Base Year
1.5.4 Report Assumptions & Caveats
2 Global Diabetic Retinopathy (DR) Analysis Software Overall Market Size
2.1 Global Diabetic Retinopathy (DR) Analysis Software Market Size: 2022 VS 2029
2.2 Global Diabetic Retinopathy (DR) Analysis Software Market Size, Prospects & Forecasts: 2018-2029
2.3 Key Market Trends, Opportunity, Drivers and Restraints
2.3.1 Market Opportunities & Trends
2.3.2 Market Drivers
2.3.3 Market Restraints
3 Company Landscape
3.1 Top Diabetic Retinopathy (DR) Analysis Software Players in Global Market
3.2 Top Global Diabetic Retinopathy (DR) Analysis Software Companies Ranked by Revenue
3.3 Global Diabetic Retinopathy (DR) Analysis Software Revenue by Companies
3.4 Top 3 and Top 5 Diabetic Retinopathy (DR) Analysis Software Companies in Global Market, by Revenue in 2022
3.5 Global Companies Diabetic Retinopathy (DR) Analysis Software Product Type
3.6 Tier 1, Tier 2 and Tier 3 Diabetic Retinopathy (DR) Analysis Software Players in Global Market
3.6.1 List of Global Tier 1 Diabetic Retinopathy (DR) Analysis Software Companies
3.6.2 List of Global Tier 2 and Tier 3 Diabetic Retinopathy (DR) Analysis Software Companies
4 Market Sights by Product
4.1 Overview
4.1.1 By Type - Global Diabetic Retinopathy (DR) Analysis Software Market Size Markets, 2022 & 2029
4.1.2 AI Screening System
4.1.3 AI Analysis (Disease Assessment)
4.2 By Type - Global Diabetic Retinopathy (DR) Analysis Software Revenue & Forecasts
4.2.1 By Type - Global Diabetic Retinopathy (DR) Analysis Software Revenue, 2018-2023
4.2.2 By Type - Global Diabetic Retinopathy (DR) Analysis Software Revenue, 2024-2029
4.2.3 By Type - Global Diabetic Retinopathy (DR) Analysis Software Revenue Market Share, 2018-2029
5 Sights by Application
5.1 Overview
5.1.1 By Application - Global Diabetic Retinopathy (DR) Analysis Software Market Size, 2022 & 2029
5.1.2 Clinical Diagnoses
5.1.3 Personal Triage
5.1.4 Investigational Use
5.2 By Application - Global Diabetic Retinopathy (DR) Analysis Software Revenue & Forecasts
5.2.1 By Application - Global Diabetic Retinopathy (DR) Analysis Software Revenue, 2018-2023
5.2.2 By Application - Global Diabetic Retinopathy (DR) Analysis Software Revenue, 2024-2029
5.2.3 By Application - Global Diabetic Retinopathy (DR) Analysis Software Revenue Market Share, 2018-2029
6 Sights by Region
6.1 By Region - Global Diabetic Retinopathy (DR) Analysis Software Market Size, 2022 & 2029
6.2 By Region - Global Diabetic Retinopathy (DR) Analysis Software Revenue & Forecasts
6.2.1 By Region - Global Diabetic Retinopathy (DR) Analysis Software Revenue, 2018-2023
6.2.2 By Region - Global Diabetic Retinopathy (DR) Analysis Software Revenue, 2024-2029
6.2.3 By Region - Global Diabetic Retinopathy (DR) Analysis Software Revenue Market Share, 2018-2029
6.3 North America
6.3.1 By Country - North America Diabetic Retinopathy (DR) Analysis Software Revenue, 2018-2029
6.3.2 US Diabetic Retinopathy (DR) Analysis Software Market Size, 2018-2029
6.3.3 Canada Diabetic Retinopathy (DR) Analysis Software Market Size, 2018-2029
6.3.4 Mexico Diabetic Retinopathy (DR) Analysis Software Market Size, 2018-2029
6.4 Europe
6.4.1 By Country - Europe Diabetic Retinopathy (DR) Analysis Software Revenue, 2018-2029
6.4.2 Germany Diabetic Retinopathy (DR) Analysis Software Market Size, 2018-2029
6.4.3 France Diabetic Retinopathy (DR) Analysis Software Market Size, 2018-2029
6.4.4 U.K. Diabetic Retinopathy (DR) Analysis Software Market Size, 2018-2029
6.4.5 Italy Diabetic Retinopathy (DR) Analysis Software Market Size, 2018-2029
6.4.6 Russia Diabetic Retinopathy (DR) Analysis Software Market Size, 2018-2029
6.4.7 Nordic Countries Diabetic Retinopathy (DR) Analysis Software Market Size, 2018-2029
6.4.8 Benelux Diabetic Retinopathy (DR) Analysis Software Market Size, 2018-2029
6.5 Asia
6.5.1 By Region - Asia Diabetic Retinopathy (DR) Analysis Software Revenue, 2018-2029
6.5.2 China Diabetic Retinopathy (DR) Analysis Software Market Size, 2018-2029
6.5.3 Japan Diabetic Retinopathy (DR) Analysis Software Market Size, 2018-2029
6.5.4 South Korea Diabetic Retinopathy (DR) Analysis Software Market Size, 2018-2029
6.5.5 Southeast Asia Diabetic Retinopathy (DR) Analysis Software Market Size, 2018-2029
6.5.6 India Diabetic Retinopathy (DR) Analysis Software Market Size, 2018-2029
6.6 South America
6.6.1 By Country - South America Diabetic Retinopathy (DR) Analysis Software Revenue, 2018-2029
6.6.2 Brazil Diabetic Retinopathy (DR) Analysis Software Market Size, 2018-2029
6.6.3 Argentina Diabetic Retinopathy (DR) Analysis Software Market Size, 2018-2029
6.7 Middle East & Africa
6.7.1 By Country - Middle East & Africa Diabetic Retinopathy (DR) Analysis Software Revenue, 2018-2029
6.7.2 Turkey Diabetic Retinopathy (DR) Analysis Software Market Size, 2018-2029
6.7.3 Israel Diabetic Retinopathy (DR) Analysis Software Market Size, 2018-2029
6.7.4 Saudi Arabia Diabetic Retinopathy (DR) Analysis Software Market Size, 2018-2029
6.7.5 UAE Diabetic Retinopathy (DR) Analysis Software Market Size, 2018-2029
7 Diabetic Retinopathy (DR) Analysis Software Companies Profiles
7.1 Evolucare
7.1.1 Evolucare Company Summary
7.1.2 Evolucare Business Overview
7.1.3 Evolucare Diabetic Retinopathy (DR) Analysis Software Major Product Offerings
7.1.4 Evolucare Diabetic Retinopathy (DR) Analysis Software Revenue in Global Market (2018-2023)
7.1.5 Evolucare Key News & Latest Developments
7.2 IDx Technologies Inc.
7.2.1 IDx Technologies Inc. Company Summary
7.2.2 IDx Technologies Inc. Business Overview
7.2.3 IDx Technologies Inc. Diabetic Retinopathy (DR) Analysis Software Major Product Offerings
7.2.4 IDx Technologies Inc. Diabetic Retinopathy (DR) Analysis Software Revenue in Global Market (2018-2023)
7.2.5 IDx Technologies Inc. Key News & Latest Developments
7.3 Yingtong
7.3.1 Yingtong Company Summary
7.3.2 Yingtong Business Overview
7.3.3 Yingtong Diabetic Retinopathy (DR) Analysis Software Major Product Offerings
7.3.4 Yingtong Diabetic Retinopathy (DR) Analysis Software Revenue in Global Market (2018-2023)
7.3.5 Yingtong Key News & Latest Developments
7.4 Vistel
7.4.1 Vistel Company Summary
7.4.2 Vistel Business Overview
7.4.3 Vistel Diabetic Retinopathy (DR) Analysis Software Major Product Offerings
7.4.4 Vistel Diabetic Retinopathy (DR) Analysis Software Revenue in Global Market (2018-2023)
7.4.5 Vistel Key News & Latest Developments
7.5 MONA
7.5.1 MONA Company Summary
7.5.2 MONA Business Overview
7.5.3 MONA Diabetic Retinopathy (DR) Analysis Software Major Product Offerings
7.5.4 MONA Diabetic Retinopathy (DR) Analysis Software Revenue in Global Market (2018-2023)
7.5.5 MONA Key News & Latest Developments
7.6 Eyenuk
7.6.1 Eyenuk Company Summary
7.6.2 Eyenuk Business Overview
7.6.3 Eyenuk Diabetic Retinopathy (DR) Analysis Software Major Product Offerings
7.6.4 Eyenuk Diabetic Retinopathy (DR) Analysis Software Revenue in Global Market (2018-2023)
7.6.5 Eyenuk Key News & Latest Developments
8 Conclusion
9 Appendix
9.1 Note
9.2 Examples of Clients
9.3 Disclaimer
LIST OF TABLES & FIGURES
List of Tables
Table 1. Diabetic Retinopathy (DR) Analysis Software Market Opportunities & Trends in Global Market
Table 2. Diabetic Retinopathy (DR) Analysis Software Market Drivers in Global Market
Table 3. Diabetic Retinopathy (DR) Analysis Software Market Restraints in Global Market
Table 4. Key Players of Diabetic Retinopathy (DR) Analysis Software in Global Market
Table 5. Top Diabetic Retinopathy (DR) Analysis Software Players in Global Market, Ranking by Revenue (2022)
Table 6. Global Diabetic Retinopathy (DR) Analysis Software Revenue by Companies, (US$, Mn), 2018-2023
Table 7. Global Diabetic Retinopathy (DR) Analysis Software Revenue Share by Companies, 2018-2023
Table 8. Global Companies Diabetic Retinopathy (DR) Analysis Software Product Type
Table 9. List of Global Tier 1 Diabetic Retinopathy (DR) Analysis Software Companies, Revenue (US$, Mn) in 2022 and Market Share
Table 10. List of Global Tier 2 and Tier 3 Diabetic Retinopathy (DR) Analysis Software Companies, Revenue (US$, Mn) in 2022 and Market Share
Table 11. By Type ? Global Diabetic Retinopathy (DR) Analysis Software Revenue, (US$, Mn), 2022 & 2029
Table 12. By Type - Diabetic Retinopathy (DR) Analysis Software Revenue in Global (US$, Mn), 2018-2023
Table 13. By Type - Diabetic Retinopathy (DR) Analysis Software Revenue in Global (US$, Mn), 2024-2029
Table 14. By Application ? Global Diabetic Retinopathy (DR) Analysis Software Revenue, (US$, Mn), 2022 & 2029
Table 15. By Application - Diabetic Retinopathy (DR) Analysis Software Revenue in Global (US$, Mn), 2018-2023
Table 16. By Application - Diabetic Retinopathy (DR) Analysis Software Revenue in Global (US$, Mn), 2024-2029
Table 17. By Region ? Global Diabetic Retinopathy (DR) Analysis Software Revenue, (US$, Mn), 2022 & 2029
Table 18. By Region - Global Diabetic Retinopathy (DR) Analysis Software Revenue (US$, Mn), 2018-2023
Table 19. By Region - Global Diabetic Retinopathy (DR) Analysis Software Revenue (US$, Mn), 2024-2029
Table 20. By Country - North America Diabetic Retinopathy (DR) Analysis Software Revenue, (US$, Mn), 2018-2023
Table 21. By Country - North America Diabetic Retinopathy (DR) Analysis Software Revenue, (US$, Mn), 2024-2029
Table 22. By Country - Europe Diabetic Retinopathy (DR) Analysis Software Revenue, (US$, Mn), 2018-2023
Table 23. By Country - Europe Diabetic Retinopathy (DR) Analysis Software Revenue, (US$, Mn), 2024-2029
Table 24. By Region - Asia Diabetic Retinopathy (DR) Analysis Software Revenue, (US$, Mn), 2018-2023
Table 25. By Region - Asia Diabetic Retinopathy (DR) Analysis Software Revenue, (US$, Mn), 2024-2029
Table 26. By Country - South America Diabetic Retinopathy (DR) Analysis Software Revenue, (US$, Mn), 2018-2023
Table 27. By Country - South America Diabetic Retinopathy (DR) Analysis Software Revenue, (US$, Mn), 2024-2029
Table 28. By Country - Middle East & Africa Diabetic Retinopathy (DR) Analysis Software Revenue, (US$, Mn), 2018-2023
Table 29. By Country - Middle East & Africa Diabetic Retinopathy (DR) Analysis Software Revenue, (US$, Mn), 2024-2029
Table 30. Evolucare Company Summary
Table 31. Evolucare Diabetic Retinopathy (DR) Analysis Software Product Offerings
Table 32. Evolucare Diabetic Retinopathy (DR) Analysis Software Revenue (US$, Mn) & (2018-2023)
Table 33. Evolucare Key News & Latest Developments
Table 34. IDx Technologies Inc. Company Summary
Table 35. IDx Technologies Inc. Diabetic Retinopathy (DR) Analysis Software Product Offerings
Table 36. IDx Technologies Inc. Diabetic Retinopathy (DR) Analysis Software Revenue (US$, Mn) & (2018-2023)
Table 37. IDx Technologies Inc. Key News & Latest Developments
Table 38. Yingtong Company Summary
Table 39. Yingtong Diabetic Retinopathy (DR) Analysis Software Product Offerings
Table 40. Yingtong Diabetic Retinopathy (DR) Analysis Software Revenue (US$, Mn) & (2018-2023)
Table 41. Yingtong Key News & Latest Developments
Table 42. Vistel Company Summary
Table 43. Vistel Diabetic Retinopathy (DR) Analysis Software Product Offerings
Table 44. Vistel Diabetic Retinopathy (DR) Analysis Software Revenue (US$, Mn) & (2018-2023)
Table 45. Vistel Key News & Latest Developments
Table 46. MONA Company Summary
Table 47. MONA Diabetic Retinopathy (DR) Analysis Software Product Offerings
Table 48. MONA Diabetic Retinopathy (DR) Analysis Software Revenue (US$, Mn) & (2018-2023)
Table 49. MONA Key News & Latest Developments
Table 50. Eyenuk Company Summary
Table 51. Eyenuk Diabetic Retinopathy (DR) Analysis Software Product Offerings
Table 52. Eyenuk Diabetic Retinopathy (DR) Analysis Software Revenue (US$, Mn) & (2018-2023)
Table 53. Eyenuk Key News & Latest Developments
List of Figures
Figure 1. Diabetic Retinopathy (DR) Analysis Software Segment by Type in 2022
Figure 2. Diabetic Retinopathy (DR) Analysis Software Segment by Application in 2022
Figure 3. Global Diabetic Retinopathy (DR) Analysis Software Market Overview: 2022
Figure 4. Key Caveats
Figure 5. Global Diabetic Retinopathy (DR) Analysis Software Market Size: 2022 VS 2029 (US$, Mn)
Figure 6. Global Diabetic Retinopathy (DR) Analysis Software Revenue, 2018-2029 (US$, Mn)
Figure 7. The Top 3 and 5 Players Market Share by Diabetic Retinopathy (DR) Analysis Software Revenue in 2022
Figure 8. By Type - Global Diabetic Retinopathy (DR) Analysis Software Revenue Market Share, 2018-2029
Figure 9. By Application - Global Diabetic Retinopathy (DR) Analysis Software Revenue Market Share, 2018-2029
Figure 10. By Type - Global Diabetic Retinopathy (DR) Analysis Software Revenue, (US$, Mn), 2022 & 2029
Figure 11. By Type - Global Diabetic Retinopathy (DR) Analysis Software Revenue Market Share, 2018-2029
Figure 12. By Application - Global Diabetic Retinopathy (DR) Analysis Software Revenue, (US$, Mn), 2022 & 2029
Figure 13. By Application - Global Diabetic Retinopathy (DR) Analysis Software Revenue Market Share, 2018-2029
Figure 14. By Region - Global Diabetic Retinopathy (DR) Analysis Software Revenue Market Share, 2018-2029
Figure 15. By Country - North America Diabetic Retinopathy (DR) Analysis Software Revenue Market Share, 2018-2029
Figure 16. US Diabetic Retinopathy (DR) Analysis Software Revenue, (US$, Mn), 2018-2029
Figure 17. Canada Diabetic Retinopathy (DR) Analysis Software Revenue, (US$, Mn), 2018-2029
Figure 18. Mexico Diabetic Retinopathy (DR) Analysis Software Revenue, (US$, Mn), 2018-2029
Figure 19. By Country - Europe Diabetic Retinopathy (DR) Analysis Software Revenue Market Share, 2018-2029
Figure 20. Germany Diabetic Retinopathy (DR) Analysis Software Revenue, (US$, Mn), 2018-2029
Figure 21. France Diabetic Retinopathy (DR) Analysis Software Revenue, (US$, Mn), 2018-2029
Figure 22. U.K. Diabetic Retinopathy (DR) Analysis Software Revenue, (US$, Mn), 2018-2029
Figure 23. Italy Diabetic Retinopathy (DR) Analysis Software Revenue, (US$, Mn), 2018-2029
Figure 24. Russia Diabetic Retinopathy (DR) Analysis Software Revenue, (US$, Mn), 2018-2029
Figure 25. Nordic Countries Diabetic Retinopathy (DR) Analysis Software Revenue, (US$, Mn), 2018-2029
Figure 26. Benelux Diabetic Retinopathy (DR) Analysis Software Revenue, (US$, Mn), 2018-2029
Figure 27. By Region - Asia Diabetic Retinopathy (DR) Analysis Software Revenue Market Share, 2018-2029
Figure 28. China Diabetic Retinopathy (DR) Analysis Software Revenue, (US$, Mn), 2018-2029
Figure 29. Japan Diabetic Retinopathy (DR) Analysis Software Revenue, (US$, Mn), 2018-2029
Figure 30. South Korea Diabetic Retinopathy (DR) Analysis Software Revenue, (US$, Mn), 2018-2029
Figure 31. Southeast Asia Diabetic Retinopathy (DR) Analysis Software Revenue, (US$, Mn), 2018-2029
Figure 32. India Diabetic Retinopathy (DR) Analysis Software Revenue, (US$, Mn), 2018-2029
Figure 33. By Country - South America Diabetic Retinopathy (DR) Analysis Software Revenue Market Share, 2018-2029
Figure 34. Brazil Diabetic Retinopathy (DR) Analysis Software Revenue, (US$, Mn), 2018-2029
Figure 35. Argentina Diabetic Retinopathy (DR) Analysis Software Revenue, (US$, Mn), 2018-2029
Figure 36. By Country - Middle East & Africa Diabetic Retinopathy (DR) Analysis Software Revenue Market Share, 2018-2029
Figure 37. Turkey Diabetic Retinopathy (DR) Analysis Software Revenue, (US$, Mn), 2018-2029
Figure 38. Israel Diabetic Retinopathy (DR) Analysis Software Revenue, (US$, Mn), 2018-2029
Figure 39. Saudi Arabia Diabetic Retinopathy (DR) Analysis Software Revenue, (US$, Mn), 2018-2029
Figure 40. UAE Diabetic Retinopathy (DR) Analysis Software Revenue, (US$, Mn), 2018-2029
Figure 41. Evolucare Diabetic Retinopathy (DR) Analysis Software Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 42. IDx Technologies Inc. Diabetic Retinopathy (DR) Analysis Software Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 43. Yingtong Diabetic Retinopathy (DR) Analysis Software Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 44. Vistel Diabetic Retinopathy (DR) Analysis Software Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 45. MONA Diabetic Retinopathy (DR) Analysis Software Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 46. Eyenuk Diabetic Retinopathy (DR) Analysis Software Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
