This report aims to provide a comprehensive presentation of the global market for Genomic Data Analysis Service, 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 Genomic Data Analysis Service. This report contains market size and forecasts of Genomic Data Analysis Service in global, including the following market information:
Global Genomic Data Analysis Service Market Revenue, 2018-2023, 20242035, ($ millions)
Global top five companies in 2022 (%)
The global Genomic Data Analysis Service 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.
Whole Genome Sequence Analysis Segment to Reach $ Million by 2029, with a % CAGR in next six years.
The global key manufacturers of Genomic Data Analysis Service include Illumina, Geneyx, DNA Star, Next Biosciences, Biomatters, QIAGEN, BGI Genomics, Ronglian Group and WuXi AppTec, etc. in 2022, the global top five players have a share approximately % in terms of revenue.
We surveyed the Genomic Data Analysis Service 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 Genomic Data Analysis Service Market, by Type, 2018-2023, 20242035 ($ millions)
Global Genomic Data Analysis Service Market Segment Percentages, by Type, 2022 (%)
Whole Genome Sequence Analysis
Whole Exome Sequence Analysis
Others
Global Genomic Data Analysis Service Market, by Application, 2018-2023, 20242035 ($ millions)
Global Genomic Data Analysis Service Market Segment Percentages, by Application, 2022 (%)
Humanity
Plant
Animal
Microorganism
Virus
Global Genomic Data Analysis Service Market, By Region and Country, 2018-2023, 20242035 ($ Millions)
Global Genomic Data Analysis Service 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 Genomic Data Analysis Service revenues in global market, 2018-2023 (estimated), ($ millions)
Key companies Genomic Data Analysis Service revenues share in global market, 2022 (%)
Further, the report presents profiles of competitors in the market, key players include:
Illumina
Geneyx
DNA Star
Next Biosciences
Biomatters
QIAGEN
BGI Genomics
Ronglian Group
WuXi AppTec
QY Genomics
GMINIX
Outline of Major Chapters:
Chapter 1: Introduces the definition of Genomic Data Analysis Service, market overview.
Chapter 2: Global Genomic Data Analysis Service market size in revenue.
Chapter 3: Detailed analysis of Genomic Data Analysis Service 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 Genomic Data Analysis Service 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 Genomic Data Analysis Service Market Definition
1.2 Market Segments
1.2.1 Market by Type
1.2.2 Market by Application
1.3 Global Genomic Data Analysis Service 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 Genomic Data Analysis Service Overall Market Size
2.1 Global Genomic Data Analysis Service Market Size: 2022 VS 2035
2.2 Global Genomic Data Analysis Service Market Size, Prospects & Forecasts: 2018-2035
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 Genomic Data Analysis Service Players in Global Market
3.2 Top Global Genomic Data Analysis Service Companies Ranked by Revenue
3.3 Global Genomic Data Analysis Service Revenue by Companies
3.4 Top 3 and Top 5 Genomic Data Analysis Service Companies in Global Market, by Revenue in 2022
3.5 Global Companies Genomic Data Analysis Service Product Type
3.6 Tier 1, Tier 2 and Tier 3 Genomic Data Analysis Service Players in Global Market
3.6.1 List of Global Tier 1 Genomic Data Analysis Service Companies
3.6.2 List of Global Tier 2 and Tier 3 Genomic Data Analysis Service Companies
4 Market Sights by Product
4.1 Overview
4.1.1 By Type - Global Genomic Data Analysis Service Market Size Markets, 2022 & 2035
4.1.2 Whole Genome Sequence Analysis
4.1.3 Whole Exome Sequence Analysis
4.1.4 Others
4.2 By Type - Global Genomic Data Analysis Service Revenue & Forecasts
4.2.1 By Type - Global Genomic Data Analysis Service Revenue, 2018-2023
4.2.2 By Type - Global Genomic Data Analysis Service Revenue, 2024-2035
4.2.3 By Type - Global Genomic Data Analysis Service Revenue Market Share, 2018-2035
5 Sights by Application
5.1 Overview
5.1.1 By Application - Global Genomic Data Analysis Service Market Size, 2022 & 2035
5.1.2 Humanity
5.1.3 Plant
5.1.4 Animal
5.1.5 Microorganism
5.1.6 Virus
5.2 By Application - Global Genomic Data Analysis Service Revenue & Forecasts
5.2.1 By Application - Global Genomic Data Analysis Service Revenue, 2018-2023
5.2.2 By Application - Global Genomic Data Analysis Service Revenue, 2024-2035
5.2.3 By Application - Global Genomic Data Analysis Service Revenue Market Share, 2018-2035
6 Sights by Region
6.1 By Region - Global Genomic Data Analysis Service Market Size, 2022 & 2035
6.2 By Region - Global Genomic Data Analysis Service Revenue & Forecasts
6.2.1 By Region - Global Genomic Data Analysis Service Revenue, 2018-2023
6.2.2 By Region - Global Genomic Data Analysis Service Revenue, 2024-2035
6.2.3 By Region - Global Genomic Data Analysis Service Revenue Market Share, 2018-2035
6.3 North America
6.3.1 By Country - North America Genomic Data Analysis Service Revenue, 2018-2035
6.3.2 US Genomic Data Analysis Service Market Size, 2018-2035
6.3.3 Canada Genomic Data Analysis Service Market Size, 2018-2035
6.3.4 Mexico Genomic Data Analysis Service Market Size, 2018-2035
6.4 Europe
6.4.1 By Country - Europe Genomic Data Analysis Service Revenue, 2018-2035
6.4.2 Germany Genomic Data Analysis Service Market Size, 2018-2035
6.4.3 France Genomic Data Analysis Service Market Size, 2018-2035
6.4.4 U.K. Genomic Data Analysis Service Market Size, 2018-2035
6.4.5 Italy Genomic Data Analysis Service Market Size, 2018-2035
6.4.6 Russia Genomic Data Analysis Service Market Size, 2018-2035
6.4.7 Nordic Countries Genomic Data Analysis Service Market Size, 2018-2035
6.4.8 Benelux Genomic Data Analysis Service Market Size, 2018-2035
6.5 Asia
6.5.1 By Region - Asia Genomic Data Analysis Service Revenue, 2018-2035
6.5.2 China Genomic Data Analysis Service Market Size, 2018-2035
6.5.3 Japan Genomic Data Analysis Service Market Size, 2018-2035
6.5.4 South Korea Genomic Data Analysis Service Market Size, 2018-2035
6.5.5 Southeast Asia Genomic Data Analysis Service Market Size, 2018-2035
6.5.6 India Genomic Data Analysis Service Market Size, 2018-2035
6.6 South America
6.6.1 By Country - South America Genomic Data Analysis Service Revenue, 2018-2035
6.6.2 Brazil Genomic Data Analysis Service Market Size, 2018-2035
6.6.3 Argentina Genomic Data Analysis Service Market Size, 2018-2035
6.7 Middle East & Africa
6.7.1 By Country - Middle East & Africa Genomic Data Analysis Service Revenue, 2018-2035
6.7.2 Turkey Genomic Data Analysis Service Market Size, 2018-2035
6.7.3 Israel Genomic Data Analysis Service Market Size, 2018-2035
6.7.4 Saudi Arabia Genomic Data Analysis Service Market Size, 2018-2035
6.7.5 UAE Genomic Data Analysis Service Market Size, 2018-2035
7 Genomic Data Analysis Service Companies Profiles
7.1 Illumina
7.1.1 Illumina Company Summary
7.1.2 Illumina Business Overview
7.1.3 Illumina Genomic Data Analysis Service Major Product Offerings
7.1.4 Illumina Genomic Data Analysis Service Revenue in Global Market (2018-2023)
7.1.5 Illumina Key News & Latest Developments
7.2 Geneyx
7.2.1 Geneyx Company Summary
7.2.2 Geneyx Business Overview
7.2.3 Geneyx Genomic Data Analysis Service Major Product Offerings
7.2.4 Geneyx Genomic Data Analysis Service Revenue in Global Market (2018-2023)
7.2.5 Geneyx Key News & Latest Developments
7.3 DNA Star
7.3.1 DNA Star Company Summary
7.3.2 DNA Star Business Overview
7.3.3 DNA Star Genomic Data Analysis Service Major Product Offerings
7.3.4 DNA Star Genomic Data Analysis Service Revenue in Global Market (2018-2023)
7.3.5 DNA Star Key News & Latest Developments
7.4 Next Biosciences
7.4.1 Next Biosciences Company Summary
7.4.2 Next Biosciences Business Overview
7.4.3 Next Biosciences Genomic Data Analysis Service Major Product Offerings
7.4.4 Next Biosciences Genomic Data Analysis Service Revenue in Global Market (2018-2023)
7.4.5 Next Biosciences Key News & Latest Developments
7.5 Biomatters
7.5.1 Biomatters Company Summary
7.5.2 Biomatters Business Overview
7.5.3 Biomatters Genomic Data Analysis Service Major Product Offerings
7.5.4 Biomatters Genomic Data Analysis Service Revenue in Global Market (2018-2023)
7.5.5 Biomatters Key News & Latest Developments
7.6 QIAGEN
7.6.1 QIAGEN Company Summary
7.6.2 QIAGEN Business Overview
7.6.3 QIAGEN Genomic Data Analysis Service Major Product Offerings
7.6.4 QIAGEN Genomic Data Analysis Service Revenue in Global Market (2018-2023)
7.6.5 QIAGEN Key News & Latest Developments
7.7 BGI Genomics
7.7.1 BGI Genomics Company Summary
7.7.2 BGI Genomics Business Overview
7.7.3 BGI Genomics Genomic Data Analysis Service Major Product Offerings
7.7.4 BGI Genomics Genomic Data Analysis Service Revenue in Global Market (2018-2023)
7.7.5 BGI Genomics Key News & Latest Developments
7.8 Ronglian Group
7.8.1 Ronglian Group Company Summary
7.8.2 Ronglian Group Business Overview
7.8.3 Ronglian Group Genomic Data Analysis Service Major Product Offerings
7.8.4 Ronglian Group Genomic Data Analysis Service Revenue in Global Market (2018-2023)
7.8.5 Ronglian Group Key News & Latest Developments
7.9 WuXi AppTec
7.9.1 WuXi AppTec Company Summary
7.9.2 WuXi AppTec Business Overview
7.9.3 WuXi AppTec Genomic Data Analysis Service Major Product Offerings
7.9.4 WuXi AppTec Genomic Data Analysis Service Revenue in Global Market (2018-2023)
7.9.5 WuXi AppTec Key News & Latest Developments
7.10 QY Genomics
7.10.1 QY Genomics Company Summary
7.10.2 QY Genomics Business Overview
7.10.3 QY Genomics Genomic Data Analysis Service Major Product Offerings
7.10.4 QY Genomics Genomic Data Analysis Service Revenue in Global Market (2018-2023)
7.10.5 QY Genomics Key News & Latest Developments
7.11 GMINIX
7.11.1 GMINIX Company Summary
7.11.2 GMINIX Business Overview
7.11.3 GMINIX Genomic Data Analysis Service Major Product Offerings
7.11.4 GMINIX Genomic Data Analysis Service Revenue in Global Market (2018-2023)
7.11.5 GMINIX 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. Genomic Data Analysis Service Market Opportunities & Trends in Global Market
Table 2. Genomic Data Analysis Service Market Drivers in Global Market
Table 3. Genomic Data Analysis Service Market Restraints in Global Market
Table 4. Key Players of Genomic Data Analysis Service in Global Market
Table 5. Top Genomic Data Analysis Service Players in Global Market, Ranking by Revenue (2022)
Table 6. Global Genomic Data Analysis Service Revenue by Companies, (US$, Mn), 2018-2023
Table 7. Global Genomic Data Analysis Service Revenue Share by Companies, 2018-2023
Table 8. Global Companies Genomic Data Analysis Service Product Type
Table 9. List of Global Tier 1 Genomic Data Analysis Service Companies, Revenue (US$, Mn) in 2022 and Market Share
Table 10. List of Global Tier 2 and Tier 3 Genomic Data Analysis Service Companies, Revenue (US$, Mn) in 2022 and Market Share
Table 11. By Type ? Global Genomic Data Analysis Service Revenue, (US$, Mn), 2022 & 2035
Table 12. By Type - Genomic Data Analysis Service Revenue in Global (US$, Mn), 2018-2023
Table 13. By Type - Genomic Data Analysis Service Revenue in Global (US$, Mn), 2024-2035
Table 14. By Application ? Global Genomic Data Analysis Service Revenue, (US$, Mn), 2022 & 2035
Table 15. By Application - Genomic Data Analysis Service Revenue in Global (US$, Mn), 2018-2023
Table 16. By Application - Genomic Data Analysis Service Revenue in Global (US$, Mn), 2024-2035
Table 17. By Region ? Global Genomic Data Analysis Service Revenue, (US$, Mn), 2022 & 2035
Table 18. By Region - Global Genomic Data Analysis Service Revenue (US$, Mn), 2018-2023
Table 19. By Region - Global Genomic Data Analysis Service Revenue (US$, Mn), 2024-2035
Table 20. By Country - North America Genomic Data Analysis Service Revenue, (US$, Mn), 2018-2023
Table 21. By Country - North America Genomic Data Analysis Service Revenue, (US$, Mn), 2024-2035
Table 22. By Country - Europe Genomic Data Analysis Service Revenue, (US$, Mn), 2018-2023
Table 23. By Country - Europe Genomic Data Analysis Service Revenue, (US$, Mn), 2024-2035
Table 24. By Region - Asia Genomic Data Analysis Service Revenue, (US$, Mn), 2018-2023
Table 25. By Region - Asia Genomic Data Analysis Service Revenue, (US$, Mn), 2024-2035
Table 26. By Country - South America Genomic Data Analysis Service Revenue, (US$, Mn), 2018-2023
Table 27. By Country - South America Genomic Data Analysis Service Revenue, (US$, Mn), 2024-2035
Table 28. By Country - Middle East & Africa Genomic Data Analysis Service Revenue, (US$, Mn), 2018-2023
Table 29. By Country - Middle East & Africa Genomic Data Analysis Service Revenue, (US$, Mn), 2024-2035
Table 30. Illumina Company Summary
Table 31. Illumina Genomic Data Analysis Service Product Offerings
Table 32. Illumina Genomic Data Analysis Service Revenue (US$, Mn) & (2018-2023)
Table 33. Illumina Key News & Latest Developments
Table 34. Geneyx Company Summary
Table 35. Geneyx Genomic Data Analysis Service Product Offerings
Table 36. Geneyx Genomic Data Analysis Service Revenue (US$, Mn) & (2018-2023)
Table 37. Geneyx Key News & Latest Developments
Table 38. DNA Star Company Summary
Table 39. DNA Star Genomic Data Analysis Service Product Offerings
Table 40. DNA Star Genomic Data Analysis Service Revenue (US$, Mn) & (2018-2023)
Table 41. DNA Star Key News & Latest Developments
Table 42. Next Biosciences Company Summary
Table 43. Next Biosciences Genomic Data Analysis Service Product Offerings
Table 44. Next Biosciences Genomic Data Analysis Service Revenue (US$, Mn) & (2018-2023)
Table 45. Next Biosciences Key News & Latest Developments
Table 46. Biomatters Company Summary
Table 47. Biomatters Genomic Data Analysis Service Product Offerings
Table 48. Biomatters Genomic Data Analysis Service Revenue (US$, Mn) & (2018-2023)
Table 49. Biomatters Key News & Latest Developments
Table 50. QIAGEN Company Summary
Table 51. QIAGEN Genomic Data Analysis Service Product Offerings
Table 52. QIAGEN Genomic Data Analysis Service Revenue (US$, Mn) & (2018-2023)
Table 53. QIAGEN Key News & Latest Developments
Table 54. BGI Genomics Company Summary
Table 55. BGI Genomics Genomic Data Analysis Service Product Offerings
Table 56. BGI Genomics Genomic Data Analysis Service Revenue (US$, Mn) & (2018-2023)
Table 57. BGI Genomics Key News & Latest Developments
Table 58. Ronglian Group Company Summary
Table 59. Ronglian Group Genomic Data Analysis Service Product Offerings
Table 60. Ronglian Group Genomic Data Analysis Service Revenue (US$, Mn) & (2018-2023)
Table 61. Ronglian Group Key News & Latest Developments
Table 62. WuXi AppTec Company Summary
Table 63. WuXi AppTec Genomic Data Analysis Service Product Offerings
Table 64. WuXi AppTec Genomic Data Analysis Service Revenue (US$, Mn) & (2018-2023)
Table 65. WuXi AppTec Key News & Latest Developments
Table 66. QY Genomics Company Summary
Table 67. QY Genomics Genomic Data Analysis Service Product Offerings
Table 68. QY Genomics Genomic Data Analysis Service Revenue (US$, Mn) & (2018-2023)
Table 69. QY Genomics Key News & Latest Developments
Table 70. GMINIX Company Summary
Table 71. GMINIX Genomic Data Analysis Service Product Offerings
Table 72. GMINIX Genomic Data Analysis Service Revenue (US$, Mn) & (2018-2023)
Table 73. GMINIX Key News & Latest Developments
List of Figures
Figure 1. Genomic Data Analysis Service Segment by Type in 2022
Figure 2. Genomic Data Analysis Service Segment by Application in 2022
Figure 3. Global Genomic Data Analysis Service Market Overview: 2022
Figure 4. Key Caveats
Figure 5. Global Genomic Data Analysis Service Market Size: 2022 VS 2035 (US$, Mn)
Figure 6. Global Genomic Data Analysis Service Revenue, 2018-2035 (US$, Mn)
Figure 7. The Top 3 and 5 Players Market Share by Genomic Data Analysis Service Revenue in 2022
Figure 8. By Type - Global Genomic Data Analysis Service Revenue Market Share, 2018-2035
Figure 9. By Application - Global Genomic Data Analysis Service Revenue Market Share, 2018-2035
Figure 10. By Type - Global Genomic Data Analysis Service Revenue, (US$, Mn), 2022 & 2035
Figure 11. By Type - Global Genomic Data Analysis Service Revenue Market Share, 2018-2035
Figure 12. By Application - Global Genomic Data Analysis Service Revenue, (US$, Mn), 2022 & 2035
Figure 13. By Application - Global Genomic Data Analysis Service Revenue Market Share, 2018-2035
Figure 14. By Region - Global Genomic Data Analysis Service Revenue Market Share, 2018-2035
Figure 15. By Country - North America Genomic Data Analysis Service Revenue Market Share, 2018-2035
Figure 16. US Genomic Data Analysis Service Revenue, (US$, Mn), 2018-2035
Figure 17. Canada Genomic Data Analysis Service Revenue, (US$, Mn), 2018-2035
Figure 18. Mexico Genomic Data Analysis Service Revenue, (US$, Mn), 2018-2035
Figure 19. By Country - Europe Genomic Data Analysis Service Revenue Market Share, 2018-2035
Figure 20. Germany Genomic Data Analysis Service Revenue, (US$, Mn), 2018-2035
Figure 21. France Genomic Data Analysis Service Revenue, (US$, Mn), 2018-2035
Figure 22. U.K. Genomic Data Analysis Service Revenue, (US$, Mn), 2018-2035
Figure 23. Italy Genomic Data Analysis Service Revenue, (US$, Mn), 2018-2035
Figure 24. Russia Genomic Data Analysis Service Revenue, (US$, Mn), 2018-2035
Figure 25. Nordic Countries Genomic Data Analysis Service Revenue, (US$, Mn), 2018-2035
Figure 26. Benelux Genomic Data Analysis Service Revenue, (US$, Mn), 2018-2035
Figure 27. By Region - Asia Genomic Data Analysis Service Revenue Market Share, 2018-2035
Figure 28. China Genomic Data Analysis Service Revenue, (US$, Mn), 2018-2035
Figure 29. Japan Genomic Data Analysis Service Revenue, (US$, Mn), 2018-2035
Figure 30. South Korea Genomic Data Analysis Service Revenue, (US$, Mn), 2018-2035
Figure 31. Southeast Asia Genomic Data Analysis Service Revenue, (US$, Mn), 2018-2035
Figure 32. India Genomic Data Analysis Service Revenue, (US$, Mn), 2018-2035
Figure 33. By Country - South America Genomic Data Analysis Service Revenue Market Share, 2018-2035
Figure 34. Brazil Genomic Data Analysis Service Revenue, (US$, Mn), 2018-2035
Figure 35. Argentina Genomic Data Analysis Service Revenue, (US$, Mn), 2018-2035
Figure 36. By Country - Middle East & Africa Genomic Data Analysis Service Revenue Market Share, 2018-2035
Figure 37. Turkey Genomic Data Analysis Service Revenue, (US$, Mn), 2018-2035
Figure 38. Israel Genomic Data Analysis Service Revenue, (US$, Mn), 2018-2035
Figure 39. Saudi Arabia Genomic Data Analysis Service Revenue, (US$, Mn), 2018-2035
Figure 40. UAE Genomic Data Analysis Service Revenue, (US$, Mn), 2018-2035
Figure 41. Illumina Genomic Data Analysis Service Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 42. Geneyx Genomic Data Analysis Service Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 43. DNA Star Genomic Data Analysis Service Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 44. Next Biosciences Genomic Data Analysis Service Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 45. Biomatters Genomic Data Analysis Service Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 46. QIAGEN Genomic Data Analysis Service Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 47. BGI Genomics Genomic Data Analysis Service Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 48. Ronglian Group Genomic Data Analysis Service Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 49. WuXi AppTec Genomic Data Analysis Service Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 50. QY Genomics Genomic Data Analysis Service Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 51. GMINIX Genomic Data Analysis Service Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
