This report aims to provide a comprehensive presentation of the global market for Supply Chain Analytics 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 Supply Chain Analytics Software. This report contains market size and forecasts of Supply Chain Analytics Software in global, including the following market information:
Global Supply Chain Analytics Software Market Revenue, 2018-2023, 2024-2032, ($ millions)
Global top five companies in 2022 (%)
The global Supply Chain Analytics 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.
Cloud Based Segment to Reach $ Million by 2029, with a % CAGR in next six years.
The global key manufacturers of Supply Chain Analytics Software include SAP, PeopleSoft, JDA, Manhattan, Ariba, SAS, IBM Cognos, Tableau and TARGIT, etc. in 2022, the global top five players have a share approximately % in terms of revenue.
We surveyed the Supply Chain Analytics 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 Supply Chain Analytics Software Market, by Type, 2018-2023, 2024-2032 ($ millions)
Global Supply Chain Analytics Software Market Segment Percentages, by Type, 2022 (%)
Cloud Based
Web Based
Global Supply Chain Analytics Software Market, by Application, 2018-2023, 2024-2032 ($ millions)
Global Supply Chain Analytics Software Market Segment Percentages, by Application, 2022 (%)
Large Enterprises
SMEs
Global Supply Chain Analytics Software Market, By Region and Country, 2018-2023, 2024-2032 ($ Millions)
Global Supply Chain Analytics 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 Supply Chain Analytics Software revenues in global market, 2018-2023 (estimated), ($ millions)
Key companies Supply Chain Analytics Software revenues share in global market, 2022 (%)
Further, the report presents profiles of competitors in the market, key players include:
SAP
PeopleSoft
JDA
Manhattan
Ariba
SAS
IBM Cognos
Tableau
TARGIT
Kinaxis
Birst
Logility
Outline of Major Chapters:
Chapter 1: Introduces the definition of Supply Chain Analytics Software, market overview.
Chapter 2: Global Supply Chain Analytics Software market size in revenue.
Chapter 3: Detailed analysis of Supply Chain Analytics 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 Supply Chain Analytics 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 Supply Chain Analytics Software Market Definition
1.2 Market Segments
1.2.1 Market by Type
1.2.2 Market by Application
1.3 Global Supply Chain Analytics 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 Supply Chain Analytics Software Overall Market Size
2.1 Global Supply Chain Analytics Software Market Size: 2022 VS 2032
2.2 Global Supply Chain Analytics Software Market Size, Prospects & Forecasts: 2018-2032
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 Supply Chain Analytics Software Players in Global Market
3.2 Top Global Supply Chain Analytics Software Companies Ranked by Revenue
3.3 Global Supply Chain Analytics Software Revenue by Companies
3.4 Top 3 and Top 5 Supply Chain Analytics Software Companies in Global Market, by Revenue in 2022
3.5 Global Companies Supply Chain Analytics Software Product Type
3.6 Tier 1, Tier 2 and Tier 3 Supply Chain Analytics Software Players in Global Market
3.6.1 List of Global Tier 1 Supply Chain Analytics Software Companies
3.6.2 List of Global Tier 2 and Tier 3 Supply Chain Analytics Software Companies
4 Market Sights by Product
4.1 Overview
4.1.1 By Type - Global Supply Chain Analytics Software Market Size Markets, 2022 & 2032
4.1.2 Cloud Based
4.1.3 Web Based
4.2 By Type - Global Supply Chain Analytics Software Revenue & Forecasts
4.2.1 By Type - Global Supply Chain Analytics Software Revenue, 2018-2023
4.2.2 By Type - Global Supply Chain Analytics Software Revenue, 2024-2032
4.2.3 By Type - Global Supply Chain Analytics Software Revenue Market Share, 2018-2032
5 Sights by Application
5.1 Overview
5.1.1 By Application - Global Supply Chain Analytics Software Market Size, 2022 & 2032
5.1.2 Large Enterprises
5.1.3 SMEs
5.2 By Application - Global Supply Chain Analytics Software Revenue & Forecasts
5.2.1 By Application - Global Supply Chain Analytics Software Revenue, 2018-2023
5.2.2 By Application - Global Supply Chain Analytics Software Revenue, 2024-2032
5.2.3 By Application - Global Supply Chain Analytics Software Revenue Market Share, 2018-2032
6 Sights by Region
6.1 By Region - Global Supply Chain Analytics Software Market Size, 2022 & 2032
6.2 By Region - Global Supply Chain Analytics Software Revenue & Forecasts
6.2.1 By Region - Global Supply Chain Analytics Software Revenue, 2018-2023
6.2.2 By Region - Global Supply Chain Analytics Software Revenue, 2024-2032
6.2.3 By Region - Global Supply Chain Analytics Software Revenue Market Share, 2018-2032
6.3 North America
6.3.1 By Country - North America Supply Chain Analytics Software Revenue, 2018-2032
6.3.2 US Supply Chain Analytics Software Market Size, 2018-2032
6.3.3 Canada Supply Chain Analytics Software Market Size, 2018-2032
6.3.4 Mexico Supply Chain Analytics Software Market Size, 2018-2032
6.4 Europe
6.4.1 By Country - Europe Supply Chain Analytics Software Revenue, 2018-2032
6.4.2 Germany Supply Chain Analytics Software Market Size, 2018-2032
6.4.3 France Supply Chain Analytics Software Market Size, 2018-2032
6.4.4 U.K. Supply Chain Analytics Software Market Size, 2018-2032
6.4.5 Italy Supply Chain Analytics Software Market Size, 2018-2032
6.4.6 Russia Supply Chain Analytics Software Market Size, 2018-2032
6.4.7 Nordic Countries Supply Chain Analytics Software Market Size, 2018-2032
6.4.8 Benelux Supply Chain Analytics Software Market Size, 2018-2032
6.5 Asia
6.5.1 By Region - Asia Supply Chain Analytics Software Revenue, 2018-2032
6.5.2 China Supply Chain Analytics Software Market Size, 2018-2032
6.5.3 Japan Supply Chain Analytics Software Market Size, 2018-2032
6.5.4 South Korea Supply Chain Analytics Software Market Size, 2018-2032
6.5.5 Southeast Asia Supply Chain Analytics Software Market Size, 2018-2032
6.5.6 India Supply Chain Analytics Software Market Size, 2018-2032
6.6 South America
6.6.1 By Country - South America Supply Chain Analytics Software Revenue, 2018-2032
6.6.2 Brazil Supply Chain Analytics Software Market Size, 2018-2032
6.6.3 Argentina Supply Chain Analytics Software Market Size, 2018-2032
6.7 Middle East & Africa
6.7.1 By Country - Middle East & Africa Supply Chain Analytics Software Revenue, 2018-2032
6.7.2 Turkey Supply Chain Analytics Software Market Size, 2018-2032
6.7.3 Israel Supply Chain Analytics Software Market Size, 2018-2032
6.7.4 Saudi Arabia Supply Chain Analytics Software Market Size, 2018-2032
6.7.5 UAE Supply Chain Analytics Software Market Size, 2018-2032
7 Supply Chain Analytics Software Companies Profiles
7.1 SAP
7.1.1 SAP Company Summary
7.1.2 SAP Business Overview
7.1.3 SAP Supply Chain Analytics Software Major Product Offerings
7.1.4 SAP Supply Chain Analytics Software Revenue in Global Market (2018-2023)
7.1.5 SAP Key News & Latest Developments
7.2 PeopleSoft
7.2.1 PeopleSoft Company Summary
7.2.2 PeopleSoft Business Overview
7.2.3 PeopleSoft Supply Chain Analytics Software Major Product Offerings
7.2.4 PeopleSoft Supply Chain Analytics Software Revenue in Global Market (2018-2023)
7.2.5 PeopleSoft Key News & Latest Developments
7.3 JDA
7.3.1 JDA Company Summary
7.3.2 JDA Business Overview
7.3.3 JDA Supply Chain Analytics Software Major Product Offerings
7.3.4 JDA Supply Chain Analytics Software Revenue in Global Market (2018-2023)
7.3.5 JDA Key News & Latest Developments
7.4 Manhattan
7.4.1 Manhattan Company Summary
7.4.2 Manhattan Business Overview
7.4.3 Manhattan Supply Chain Analytics Software Major Product Offerings
7.4.4 Manhattan Supply Chain Analytics Software Revenue in Global Market (2018-2023)
7.4.5 Manhattan Key News & Latest Developments
7.5 Ariba
7.5.1 Ariba Company Summary
7.5.2 Ariba Business Overview
7.5.3 Ariba Supply Chain Analytics Software Major Product Offerings
7.5.4 Ariba Supply Chain Analytics Software Revenue in Global Market (2018-2023)
7.5.5 Ariba Key News & Latest Developments
7.6 SAS
7.6.1 SAS Company Summary
7.6.2 SAS Business Overview
7.6.3 SAS Supply Chain Analytics Software Major Product Offerings
7.6.4 SAS Supply Chain Analytics Software Revenue in Global Market (2018-2023)
7.6.5 SAS Key News & Latest Developments
7.7 IBM Cognos
7.7.1 IBM Cognos Company Summary
7.7.2 IBM Cognos Business Overview
7.7.3 IBM Cognos Supply Chain Analytics Software Major Product Offerings
7.7.4 IBM Cognos Supply Chain Analytics Software Revenue in Global Market (2018-2023)
7.7.5 IBM Cognos Key News & Latest Developments
7.8 Tableau
7.8.1 Tableau Company Summary
7.8.2 Tableau Business Overview
7.8.3 Tableau Supply Chain Analytics Software Major Product Offerings
7.8.4 Tableau Supply Chain Analytics Software Revenue in Global Market (2018-2023)
7.8.5 Tableau Key News & Latest Developments
7.9 TARGIT
7.9.1 TARGIT Company Summary
7.9.2 TARGIT Business Overview
7.9.3 TARGIT Supply Chain Analytics Software Major Product Offerings
7.9.4 TARGIT Supply Chain Analytics Software Revenue in Global Market (2018-2023)
7.9.5 TARGIT Key News & Latest Developments
7.10 Kinaxis
7.10.1 Kinaxis Company Summary
7.10.2 Kinaxis Business Overview
7.10.3 Kinaxis Supply Chain Analytics Software Major Product Offerings
7.10.4 Kinaxis Supply Chain Analytics Software Revenue in Global Market (2018-2023)
7.10.5 Kinaxis Key News & Latest Developments
7.11 Birst
7.11.1 Birst Company Summary
7.11.2 Birst Business Overview
7.11.3 Birst Supply Chain Analytics Software Major Product Offerings
7.11.4 Birst Supply Chain Analytics Software Revenue in Global Market (2018-2023)
7.11.5 Birst Key News & Latest Developments
7.12 Logility
7.12.1 Logility Company Summary
7.12.2 Logility Business Overview
7.12.3 Logility Supply Chain Analytics Software Major Product Offerings
7.12.4 Logility Supply Chain Analytics Software Revenue in Global Market (2018-2023)
7.12.5 Logility 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. Supply Chain Analytics Software Market Opportunities & Trends in Global Market
Table 2. Supply Chain Analytics Software Market Drivers in Global Market
Table 3. Supply Chain Analytics Software Market Restraints in Global Market
Table 4. Key Players of Supply Chain Analytics Software in Global Market
Table 5. Top Supply Chain Analytics Software Players in Global Market, Ranking by Revenue (2022)
Table 6. Global Supply Chain Analytics Software Revenue by Companies, (US$, Mn), 2018-2023
Table 7. Global Supply Chain Analytics Software Revenue Share by Companies, 2018-2023
Table 8. Global Companies Supply Chain Analytics Software Product Type
Table 9. List of Global Tier 1 Supply Chain Analytics Software Companies, Revenue (US$, Mn) in 2022 and Market Share
Table 10. List of Global Tier 2 and Tier 3 Supply Chain Analytics Software Companies, Revenue (US$, Mn) in 2022 and Market Share
Table 11. By Type ? Global Supply Chain Analytics Software Revenue, (US$, Mn), 2022 & 2032
Table 12. By Type - Supply Chain Analytics Software Revenue in Global (US$, Mn), 2018-2023
Table 13. By Type - Supply Chain Analytics Software Revenue in Global (US$, Mn), 2024-2032
Table 14. By Application ? Global Supply Chain Analytics Software Revenue, (US$, Mn), 2022 & 2032
Table 15. By Application - Supply Chain Analytics Software Revenue in Global (US$, Mn), 2018-2023
Table 16. By Application - Supply Chain Analytics Software Revenue in Global (US$, Mn), 2024-2032
Table 17. By Region ? Global Supply Chain Analytics Software Revenue, (US$, Mn), 2022 & 2032
Table 18. By Region - Global Supply Chain Analytics Software Revenue (US$, Mn), 2018-2023
Table 19. By Region - Global Supply Chain Analytics Software Revenue (US$, Mn), 2024-2032
Table 20. By Country - North America Supply Chain Analytics Software Revenue, (US$, Mn), 2018-2023
Table 21. By Country - North America Supply Chain Analytics Software Revenue, (US$, Mn), 2024-2032
Table 22. By Country - Europe Supply Chain Analytics Software Revenue, (US$, Mn), 2018-2023
Table 23. By Country - Europe Supply Chain Analytics Software Revenue, (US$, Mn), 2024-2032
Table 24. By Region - Asia Supply Chain Analytics Software Revenue, (US$, Mn), 2018-2023
Table 25. By Region - Asia Supply Chain Analytics Software Revenue, (US$, Mn), 2024-2032
Table 26. By Country - South America Supply Chain Analytics Software Revenue, (US$, Mn), 2018-2023
Table 27. By Country - South America Supply Chain Analytics Software Revenue, (US$, Mn), 2024-2032
Table 28. By Country - Middle East & Africa Supply Chain Analytics Software Revenue, (US$, Mn), 2018-2023
Table 29. By Country - Middle East & Africa Supply Chain Analytics Software Revenue, (US$, Mn), 2024-2032
Table 30. SAP Company Summary
Table 31. SAP Supply Chain Analytics Software Product Offerings
Table 32. SAP Supply Chain Analytics Software Revenue (US$, Mn) & (2018-2023)
Table 33. SAP Key News & Latest Developments
Table 34. PeopleSoft Company Summary
Table 35. PeopleSoft Supply Chain Analytics Software Product Offerings
Table 36. PeopleSoft Supply Chain Analytics Software Revenue (US$, Mn) & (2018-2023)
Table 37. PeopleSoft Key News & Latest Developments
Table 38. JDA Company Summary
Table 39. JDA Supply Chain Analytics Software Product Offerings
Table 40. JDA Supply Chain Analytics Software Revenue (US$, Mn) & (2018-2023)
Table 41. JDA Key News & Latest Developments
Table 42. Manhattan Company Summary
Table 43. Manhattan Supply Chain Analytics Software Product Offerings
Table 44. Manhattan Supply Chain Analytics Software Revenue (US$, Mn) & (2018-2023)
Table 45. Manhattan Key News & Latest Developments
Table 46. Ariba Company Summary
Table 47. Ariba Supply Chain Analytics Software Product Offerings
Table 48. Ariba Supply Chain Analytics Software Revenue (US$, Mn) & (2018-2023)
Table 49. Ariba Key News & Latest Developments
Table 50. SAS Company Summary
Table 51. SAS Supply Chain Analytics Software Product Offerings
Table 52. SAS Supply Chain Analytics Software Revenue (US$, Mn) & (2018-2023)
Table 53. SAS Key News & Latest Developments
Table 54. IBM Cognos Company Summary
Table 55. IBM Cognos Supply Chain Analytics Software Product Offerings
Table 56. IBM Cognos Supply Chain Analytics Software Revenue (US$, Mn) & (2018-2023)
Table 57. IBM Cognos Key News & Latest Developments
Table 58. Tableau Company Summary
Table 59. Tableau Supply Chain Analytics Software Product Offerings
Table 60. Tableau Supply Chain Analytics Software Revenue (US$, Mn) & (2018-2023)
Table 61. Tableau Key News & Latest Developments
Table 62. TARGIT Company Summary
Table 63. TARGIT Supply Chain Analytics Software Product Offerings
Table 64. TARGIT Supply Chain Analytics Software Revenue (US$, Mn) & (2018-2023)
Table 65. TARGIT Key News & Latest Developments
Table 66. Kinaxis Company Summary
Table 67. Kinaxis Supply Chain Analytics Software Product Offerings
Table 68. Kinaxis Supply Chain Analytics Software Revenue (US$, Mn) & (2018-2023)
Table 69. Kinaxis Key News & Latest Developments
Table 70. Birst Company Summary
Table 71. Birst Supply Chain Analytics Software Product Offerings
Table 72. Birst Supply Chain Analytics Software Revenue (US$, Mn) & (2018-2023)
Table 73. Birst Key News & Latest Developments
Table 74. Logility Company Summary
Table 75. Logility Supply Chain Analytics Software Product Offerings
Table 76. Logility Supply Chain Analytics Software Revenue (US$, Mn) & (2018-2023)
Table 77. Logility Key News & Latest Developments
List of Figures
Figure 1. Supply Chain Analytics Software Segment by Type in 2022
Figure 2. Supply Chain Analytics Software Segment by Application in 2022
Figure 3. Global Supply Chain Analytics Software Market Overview: 2022
Figure 4. Key Caveats
Figure 5. Global Supply Chain Analytics Software Market Size: 2022 VS 2032 (US$, Mn)
Figure 6. Global Supply Chain Analytics Software Revenue, 2018-2032 (US$, Mn)
Figure 7. The Top 3 and 5 Players Market Share by Supply Chain Analytics Software Revenue in 2022
Figure 8. By Type - Global Supply Chain Analytics Software Revenue Market Share, 2018-2032
Figure 9. By Application - Global Supply Chain Analytics Software Revenue Market Share, 2018-2032
Figure 10. By Type - Global Supply Chain Analytics Software Revenue, (US$, Mn), 2022 & 2032
Figure 11. By Type - Global Supply Chain Analytics Software Revenue Market Share, 2018-2032
Figure 12. By Application - Global Supply Chain Analytics Software Revenue, (US$, Mn), 2022 & 2032
Figure 13. By Application - Global Supply Chain Analytics Software Revenue Market Share, 2018-2032
Figure 14. By Region - Global Supply Chain Analytics Software Revenue Market Share, 2018-2032
Figure 15. By Country - North America Supply Chain Analytics Software Revenue Market Share, 2018-2032
Figure 16. US Supply Chain Analytics Software Revenue, (US$, Mn), 2018-2032
Figure 17. Canada Supply Chain Analytics Software Revenue, (US$, Mn), 2018-2032
Figure 18. Mexico Supply Chain Analytics Software Revenue, (US$, Mn), 2018-2032
Figure 19. By Country - Europe Supply Chain Analytics Software Revenue Market Share, 2018-2032
Figure 20. Germany Supply Chain Analytics Software Revenue, (US$, Mn), 2018-2032
Figure 21. France Supply Chain Analytics Software Revenue, (US$, Mn), 2018-2032
Figure 22. U.K. Supply Chain Analytics Software Revenue, (US$, Mn), 2018-2032
Figure 23. Italy Supply Chain Analytics Software Revenue, (US$, Mn), 2018-2032
Figure 24. Russia Supply Chain Analytics Software Revenue, (US$, Mn), 2018-2032
Figure 25. Nordic Countries Supply Chain Analytics Software Revenue, (US$, Mn), 2018-2032
Figure 26. Benelux Supply Chain Analytics Software Revenue, (US$, Mn), 2018-2032
Figure 27. By Region - Asia Supply Chain Analytics Software Revenue Market Share, 2018-2032
Figure 28. China Supply Chain Analytics Software Revenue, (US$, Mn), 2018-2032
Figure 29. Japan Supply Chain Analytics Software Revenue, (US$, Mn), 2018-2032
Figure 30. South Korea Supply Chain Analytics Software Revenue, (US$, Mn), 2018-2032
Figure 31. Southeast Asia Supply Chain Analytics Software Revenue, (US$, Mn), 2018-2032
Figure 32. India Supply Chain Analytics Software Revenue, (US$, Mn), 2018-2032
Figure 33. By Country - South America Supply Chain Analytics Software Revenue Market Share, 2018-2032
Figure 34. Brazil Supply Chain Analytics Software Revenue, (US$, Mn), 2018-2032
Figure 35. Argentina Supply Chain Analytics Software Revenue, (US$, Mn), 2018-2032
Figure 36. By Country - Middle East & Africa Supply Chain Analytics Software Revenue Market Share, 2018-2032
Figure 37. Turkey Supply Chain Analytics Software Revenue, (US$, Mn), 2018-2032
Figure 38. Israel Supply Chain Analytics Software Revenue, (US$, Mn), 2018-2032
Figure 39. Saudi Arabia Supply Chain Analytics Software Revenue, (US$, Mn), 2018-2032
Figure 40. UAE Supply Chain Analytics Software Revenue, (US$, Mn), 2018-2032
Figure 41. SAP Supply Chain Analytics Software Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 42. PeopleSoft Supply Chain Analytics Software Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 43. JDA Supply Chain Analytics Software Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 44. Manhattan Supply Chain Analytics Software Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 45. Ariba Supply Chain Analytics Software Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 46. SAS Supply Chain Analytics Software Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 47. IBM Cognos Supply Chain Analytics Software Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 48. Tableau Supply Chain Analytics Software Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 49. TARGIT Supply Chain Analytics Software Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 50. Kinaxis Supply Chain Analytics Software Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 51. Birst Supply Chain Analytics Software Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 52. Logility Supply Chain Analytics Software Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
