Spatial Intelligence Software Market, Global Outlook and Forecast 2022-2028

August 2022 | 109 pages | ID: S4718EF47264EN
Market Monitor Global

Abstracts

This report contains market size and forecasts of Spatial Intelligence Software in Global, including the following market information:

Global Spatial Intelligence Software Market Revenue, 2017-2022, 2023-2028, ($ millions)

Global top five companies in 2021 (%)

The global Spatial Intelligence Software market was valued at million in 2021 and is projected to reach US$ million by 2028, at a CAGR of % during the forecast period 2022-2028.

The U.S. Market is Estimated at $ Million in 2021, While China is Forecast to Reach $ Million by 2028.

Cloud Based Segment to Reach $ Million by 2028, with a % CAGR in next six years.

The global key manufacturers of Spatial Intelligence Software include Alteryx, Caliper Corporation, CartoDB, Avuxi, Cubeware, Esri, Fract, Gadberry Group and Galigeo, etc. In 2021, the global top five players have a share approximately % in terms of revenue.

MARKET MONITOR GLOBAL, INC (MMG) has surveyed the Spatial Intelligence 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 Spatial Intelligence Software Market, by Type, 2017-2022, 2023-2028 ($ millions)

Global Spatial Intelligence Software Market Segment Percentages, by Type, 2021 (%)

• Cloud Based
• Web Based

Global Spatial Intelligence Software Market, by Application, 2017-2022, 2023-2028 ($ millions)

Global Spatial Intelligence Software Market Segment Percentages, by Application, 2021 (%)

• Large Enterprises
• SMEs

Global Spatial Intelligence Software Market, By Region and Country, 2017-2022, 2023-2028 ($ Millions)

Global Spatial Intelligence Software Market Segment Percentages, By Region and Country, 2021 (%)

• 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 Spatial Intelligence Software revenues in global market, 2017-2022 (estimated), ($ millions)

Key companies Spatial Intelligence Software revenues share in global market, 2021 (%)

Further, the report presents profiles of competitors in the market, key players include:

• Alteryx
• Caliper Corporation
• CartoDB
• Avuxi
• Cubeware
• Esri
• Fract
• Gadberry Group
• Galigeo
• Board
• Geoblink
• Qlik
• Maptive
• Pitney Bowes
• CARTO

Contents

1 INTRODUCTION TO RESEARCH & ANALYSIS REPORTS

1.1 Spatial Intelligence Software Market Definition
1.2 Market Segments
  1.2.1 Market by Type
  1.2.2 Market by Application
1.3 Global Spatial Intelligence 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 SPATIAL INTELLIGENCE SOFTWARE OVERALL MARKET SIZE

2.1 Global Spatial Intelligence Software Market Size: 2021 VS 2028
2.2 Global Spatial Intelligence Software Market Size, Prospects & Forecasts: 2017-2028
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 Spatial Intelligence Software Players in Global Market
3.2 Top Global Spatial Intelligence Software Companies Ranked by Revenue
3.3 Global Spatial Intelligence Software Revenue by Companies
3.4 Top 3 and Top 5 Spatial Intelligence Software Companies in Global Market, by Revenue in 2021
3.5 Global Companies Spatial Intelligence Software Product Type
3.6 Tier 1, Tier 2 and Tier 3 Spatial Intelligence Software Players in Global Market
  3.6.1 List of Global Tier 1 Spatial Intelligence Software Companies
  3.6.2 List of Global Tier 2 and Tier 3 Spatial Intelligence Software Companies

4 MARKET SIGHTS BY PRODUCT

4.1 Overview
  4.1.1 by Type - Global Spatial Intelligence Software Market Size Markets, 2021 & 2028
  4.1.2 Cloud Based
  4.1.3 Web Based
4.2 By Type - Global Spatial Intelligence Software Revenue & Forecasts
  4.2.1 By Type - Global Spatial Intelligence Software Revenue, 2017-2022
  4.2.2 By Type - Global Spatial Intelligence Software Revenue, 2023-2028
  4.2.3 By Type - Global Spatial Intelligence Software Revenue Market Share, 2017-2028

5 SIGHTS BY APPLICATION

5.1 Overview
  5.1.1 By Application - Global Spatial Intelligence Software Market Size, 2021 & 2028
  5.1.2 Large Enterprises
  5.1.3 SMEs
5.2 By Application - Global Spatial Intelligence Software Revenue & Forecasts
  5.2.1 By Application - Global Spatial Intelligence Software Revenue, 2017-2022
  5.2.2 By Application - Global Spatial Intelligence Software Revenue, 2023-2028
  5.2.3 By Application - Global Spatial Intelligence Software Revenue Market Share, 2017-2028

6 SIGHTS BY REGION

6.1 By Region - Global Spatial Intelligence Software Market Size, 2021 & 2028
6.2 By Region - Global Spatial Intelligence Software Revenue & Forecasts
  6.2.1 By Region - Global Spatial Intelligence Software Revenue, 2017-2022
  6.2.2 By Region - Global Spatial Intelligence Software Revenue, 2023-2028
  6.2.3 By Region - Global Spatial Intelligence Software Revenue Market Share, 2017-2028
6.3 North America
  6.3.1 By Country - North America Spatial Intelligence Software Revenue, 2017-2028
  6.3.2 US Spatial Intelligence Software Market Size, 2017-2028
  6.3.3 Canada Spatial Intelligence Software Market Size, 2017-2028
  6.3.4 Mexico Spatial Intelligence Software Market Size, 2017-2028
6.4 Europe
  6.4.1 By Country - Europe Spatial Intelligence Software Revenue, 2017-2028
  6.4.2 Germany Spatial Intelligence Software Market Size, 2017-2028
  6.4.3 France Spatial Intelligence Software Market Size, 2017-2028
  6.4.4 U.K. Spatial Intelligence Software Market Size, 2017-2028
  6.4.5 Italy Spatial Intelligence Software Market Size, 2017-2028
  6.4.6 Russia Spatial Intelligence Software Market Size, 2017-2028
  6.4.7 Nordic Countries Spatial Intelligence Software Market Size, 2017-2028
  6.4.8 Benelux Spatial Intelligence Software Market Size, 2017-2028
6.5 Asia
  6.5.1 By Region - Asia Spatial Intelligence Software Revenue, 2017-2028
  6.5.2 China Spatial Intelligence Software Market Size, 2017-2028
  6.5.3 Japan Spatial Intelligence Software Market Size, 2017-2028
  6.5.4 South Korea Spatial Intelligence Software Market Size, 2017-2028
  6.5.5 Southeast Asia Spatial Intelligence Software Market Size, 2017-2028
  6.5.6 India Spatial Intelligence Software Market Size, 2017-2028
6.6 South America
  6.6.1 By Country - South America Spatial Intelligence Software Revenue, 2017-2028
  6.6.2 Brazil Spatial Intelligence Software Market Size, 2017-2028
  6.6.3 Argentina Spatial Intelligence Software Market Size, 2017-2028
6.7 Middle East & Africa
  6.7.1 By Country - Middle East & Africa Spatial Intelligence Software Revenue, 2017-2028
  6.7.2 Turkey Spatial Intelligence Software Market Size, 2017-2028
  6.7.3 Israel Spatial Intelligence Software Market Size, 2017-2028
  6.7.4 Saudi Arabia Spatial Intelligence Software Market Size, 2017-2028
  6.7.5 UAE Spatial Intelligence Software Market Size, 2017-2028

7 PLAYERS PROFILES

7.1 Alteryx
  7.1.1 Alteryx Corporate Summary
  7.1.2 Alteryx Business Overview
  7.1.3 Alteryx Spatial Intelligence Software Major Product Offerings
  7.1.4 Alteryx Spatial Intelligence Software Revenue in Global Market (2017-2022)
  7.1.5 Alteryx Key News
7.2 Caliper Corporation
  7.2.1 Caliper Corporation Corporate Summary
  7.2.2 Caliper Corporation Business Overview
  7.2.3 Caliper Corporation Spatial Intelligence Software Major Product Offerings
  7.2.4 Caliper Corporation Spatial Intelligence Software Revenue in Global Market (2017-2022)
  7.2.5 Caliper Corporation Key News
7.3 CartoDB
  7.3.1 CartoDB Corporate Summary
  7.3.2 CartoDB Business Overview
  7.3.3 CartoDB Spatial Intelligence Software Major Product Offerings
  7.3.4 CartoDB Spatial Intelligence Software Revenue in Global Market (2017-2022)
  7.3.5 CartoDB Key News
7.4 Avuxi
  7.4.1 Avuxi Corporate Summary
  7.4.2 Avuxi Business Overview
  7.4.3 Avuxi Spatial Intelligence Software Major Product Offerings
  7.4.4 Avuxi Spatial Intelligence Software Revenue in Global Market (2017-2022)
  7.4.5 Avuxi Key News
7.5 Cubeware
  7.5.1 Cubeware Corporate Summary
  7.5.2 Cubeware Business Overview
  7.5.3 Cubeware Spatial Intelligence Software Major Product Offerings
  7.5.4 Cubeware Spatial Intelligence Software Revenue in Global Market (2017-2022)
  7.5.5 Cubeware Key News
7.6 Esri
  7.6.1 Esri Corporate Summary
  7.6.2 Esri Business Overview
  7.6.3 Esri Spatial Intelligence Software Major Product Offerings
  7.6.4 Esri Spatial Intelligence Software Revenue in Global Market (2017-2022)
  7.6.5 Esri Key News
7.7 Fract
  7.7.1 Fract Corporate Summary
  7.7.2 Fract Business Overview
  7.7.3 Fract Spatial Intelligence Software Major Product Offerings
  7.7.4 Fract Spatial Intelligence Software Revenue in Global Market (2017-2022)
  7.7.5 Fract Key News
7.8 Gadberry Group
  7.8.1 Gadberry Group Corporate Summary
  7.8.2 Gadberry Group Business Overview
  7.8.3 Gadberry Group Spatial Intelligence Software Major Product Offerings
  7.8.4 Gadberry Group Spatial Intelligence Software Revenue in Global Market (2017-2022)
  7.8.5 Gadberry Group Key News
7.9 Galigeo
  7.9.1 Galigeo Corporate Summary
  7.9.2 Galigeo Business Overview
  7.9.3 Galigeo Spatial Intelligence Software Major Product Offerings
  7.9.4 Galigeo Spatial Intelligence Software Revenue in Global Market (2017-2022)
  7.9.5 Galigeo Key News
7.10 Board
  7.10.1 Board Corporate Summary
  7.10.2 Board Business Overview
  7.10.3 Board Spatial Intelligence Software Major Product Offerings
  7.10.4 Board Spatial Intelligence Software Revenue in Global Market (2017-2022)
  7.10.5 Board Key News
7.11 Geoblink
  7.11.1 Geoblink Corporate Summary
  7.11.2 Geoblink Business Overview
  7.11.3 Geoblink Spatial Intelligence Software Major Product Offerings
  7.11.4 Geoblink Spatial Intelligence Software Revenue in Global Market (2017-2022)
  7.11.5 Geoblink Key News
7.12 Qlik
  7.12.1 Qlik Corporate Summary
  7.12.2 Qlik Business Overview
  7.12.3 Qlik Spatial Intelligence Software Major Product Offerings
  7.12.4 Qlik Spatial Intelligence Software Revenue in Global Market (2017-2022)
  7.12.5 Qlik Key News
7.13 Maptive
  7.13.1 Maptive Corporate Summary
  7.13.2 Maptive Business Overview
  7.13.3 Maptive Spatial Intelligence Software Major Product Offerings
  7.13.4 Maptive Spatial Intelligence Software Revenue in Global Market (2017-2022)
  7.13.5 Maptive Key News
7.14 Pitney Bowes
  7.14.1 Pitney Bowes Corporate Summary
  7.14.2 Pitney Bowes Business Overview
  7.14.3 Pitney Bowes Spatial Intelligence Software Major Product Offerings
  7.14.4 Pitney Bowes Spatial Intelligence Software Revenue in Global Market (2017-2022)
  7.14.5 Pitney Bowes Key News
7.15 CARTO
  7.15.1 CARTO Corporate Summary
  7.15.2 CARTO Business Overview
  7.15.3 CARTO Spatial Intelligence Software Major Product Offerings
  7.15.4 CARTO Spatial Intelligence Software Revenue in Global Market (2017-2022)
  7.15.5 CARTO Key News

8 CONCLUSION

9 APPENDIX

9.1 Note
9.2 Examples of Clients
9.3 Disclaimer

List Of Tables

LIST OF TABLES

Table 1. Spatial Intelligence Software Market Opportunities & Trends in Global Market
Table 2. Spatial Intelligence Software Market Drivers in Global Market
Table 3. Spatial Intelligence Software Market Restraints in Global Market
Table 4. Key Players of Spatial Intelligence Software in Global Market
Table 5. Top Spatial Intelligence Software Players in Global Market, Ranking by Revenue (2021)
Table 6. Global Spatial Intelligence Software Revenue by Companies, (US$, Mn), 2017-2022
Table 7. Global Spatial Intelligence Software Revenue Share by Companies, 2017-2022
Table 8. Global Companies Spatial Intelligence Software Product Type
Table 9. List of Global Tier 1 Spatial Intelligence Software Companies, Revenue (US$, Mn) in 2021 and Market Share
Table 10. List of Global Tier 2 and Tier 3 Spatial Intelligence Software Companies, Revenue (US$, Mn) in 2021 and Market Share
Table 11. By Type – Global Spatial Intelligence Software Revenue, (US$, Mn), 2021 & 2028
Table 12. By Type - Spatial Intelligence Software Revenue in Global (US$, Mn), 2017-2022
Table 13. By Type - Spatial Intelligence Software Revenue in Global (US$, Mn), 2023-2028
Table 14. By Application – Global Spatial Intelligence Software Revenue, (US$, Mn), 2021 & 2028
Table 15. By Application - Spatial Intelligence Software Revenue in Global (US$, Mn), 2017-2022
Table 16. By Application - Spatial Intelligence Software Revenue in Global (US$, Mn), 2023-2028
Table 17. By Region – Global Spatial Intelligence Software Revenue, (US$, Mn), 2021 & 2028
Table 18. By Region - Global Spatial Intelligence Software Revenue (US$, Mn), 2017-2022
Table 19. By Region - Global Spatial Intelligence Software Revenue (US$, Mn), 2023-2028
Table 20. By Country - North America Spatial Intelligence Software Revenue, (US$, Mn), 2017-2022
Table 21. By Country - North America Spatial Intelligence Software Revenue, (US$, Mn), 2023-2028
Table 22. By Country - Europe Spatial Intelligence Software Revenue, (US$, Mn), 2017-2022
Table 23. By Country - Europe Spatial Intelligence Software Revenue, (US$, Mn), 2023-2028
Table 24. By Region - Asia Spatial Intelligence Software Revenue, (US$, Mn), 2017-2022
Table 25. By Region - Asia Spatial Intelligence Software Revenue, (US$, Mn), 2023-2028
Table 26. By Country - South America Spatial Intelligence Software Revenue, (US$, Mn), 2017-2022
Table 27. By Country - South America Spatial Intelligence Software Revenue, (US$, Mn), 2023-2028
Table 28. By Country - Middle East & Africa Spatial Intelligence Software Revenue, (US$, Mn), 2017-2022
Table 29. By Country - Middle East & Africa Spatial Intelligence Software Revenue, (US$, Mn), 2023-2028
Table 30. Alteryx Corporate Summary
Table 31. Alteryx Spatial Intelligence Software Product Offerings
Table 32. Alteryx Spatial Intelligence Software Revenue (US$, Mn), (2017-2022)
Table 33. Caliper Corporation Corporate Summary
Table 34. Caliper Corporation Spatial Intelligence Software Product Offerings
Table 35. Caliper Corporation Spatial Intelligence Software Revenue (US$, Mn), (2017-2022)
Table 36. CartoDB Corporate Summary
Table 37. CartoDB Spatial Intelligence Software Product Offerings
Table 38. CartoDB Spatial Intelligence Software Revenue (US$, Mn), (2017-2022)
Table 39. Avuxi Corporate Summary
Table 40. Avuxi Spatial Intelligence Software Product Offerings
Table 41. Avuxi Spatial Intelligence Software Revenue (US$, Mn), (2017-2022)
Table 42. Cubeware Corporate Summary
Table 43. Cubeware Spatial Intelligence Software Product Offerings
Table 44. Cubeware Spatial Intelligence Software Revenue (US$, Mn), (2017-2022)
Table 45. Esri Corporate Summary
Table 46. Esri Spatial Intelligence Software Product Offerings
Table 47. Esri Spatial Intelligence Software Revenue (US$, Mn), (2017-2022)
Table 48. Fract Corporate Summary
Table 49. Fract Spatial Intelligence Software Product Offerings
Table 50. Fract Spatial Intelligence Software Revenue (US$, Mn), (2017-2022)
Table 51. Gadberry Group Corporate Summary
Table 52. Gadberry Group Spatial Intelligence Software Product Offerings
Table 53. Gadberry Group Spatial Intelligence Software Revenue (US$, Mn), (2017-2022)
Table 54. Galigeo Corporate Summary
Table 55. Galigeo Spatial Intelligence Software Product Offerings
Table 56. Galigeo Spatial Intelligence Software Revenue (US$, Mn), (2017-2022)
Table 57. Board Corporate Summary
Table 58. Board Spatial Intelligence Software Product Offerings
Table 59. Board Spatial Intelligence Software Revenue (US$, Mn), (2017-2022)
Table 60. Geoblink Corporate Summary
Table 61. Geoblink Spatial Intelligence Software Product Offerings
Table 62. Geoblink Spatial Intelligence Software Revenue (US$, Mn), (2017-2022)
Table 63. Qlik Corporate Summary
Table 64. Qlik Spatial Intelligence Software Product Offerings
Table 65. Qlik Spatial Intelligence Software Revenue (US$, Mn), (2017-2022)
Table 66. Maptive Corporate Summary
Table 67. Maptive Spatial Intelligence Software Product Offerings
Table 68. Maptive Spatial Intelligence Software Revenue (US$, Mn), (2017-2022)
Table 69. Pitney Bowes Corporate Summary
Table 70. Pitney Bowes Spatial Intelligence Software Product Offerings
Table 71. Pitney Bowes Spatial Intelligence Software Revenue (US$, Mn), (2017-2022)
Table 72. CARTO Corporate Summary
Table 73. CARTO Spatial Intelligence Software Product Offerings
Table 74. CARTO Spatial Intelligence Software Revenue (US$, Mn), (2017-2022)

List Of Figures

LIST OF FIGURES

Figure 1. Spatial Intelligence Software Segment by Type in 2021
Figure 2. Spatial Intelligence Software Segment by Application in 2021
Figure 3. Global Spatial Intelligence Software Market Overview: 2021
Figure 4. Key Caveats
Figure 5. Global Spatial Intelligence Software Market Size: 2021 VS 2028 (US$, Mn)
Figure 6. Global Spatial Intelligence Software Revenue, 2017-2028 (US$, Mn)
Figure 7. The Top 3 and 5 Players Market Share by Spatial Intelligence Software Revenue in 2021
Figure 8. By Type - Global Spatial Intelligence Software Revenue Market Share, 2017-2028
Figure 9. By Application - Global Spatial Intelligence Software Revenue Market Share, 2017-2028
Figure 10. By Region - Global Spatial Intelligence Software Revenue Market Share, 2017-2028
Figure 11. By Country - North America Spatial Intelligence Software Revenue Market Share, 2017-2028
Figure 12. US Spatial Intelligence Software Revenue, (US$, Mn), 2017-2028
Figure 13. Canada Spatial Intelligence Software Revenue, (US$, Mn), 2017-2028
Figure 14. Mexico Spatial Intelligence Software Revenue, (US$, Mn), 2017-2028
Figure 15. By Country - Europe Spatial Intelligence Software Revenue Market Share, 2017-2028
Figure 16. Germany Spatial Intelligence Software Revenue, (US$, Mn), 2017-2028
Figure 17. France Spatial Intelligence Software Revenue, (US$, Mn), 2017-2028
Figure 18. U.K. Spatial Intelligence Software Revenue, (US$, Mn), 2017-2028
Figure 19. Italy Spatial Intelligence Software Revenue, (US$, Mn), 2017-2028
Figure 20. Russia Spatial Intelligence Software Revenue, (US$, Mn), 2017-2028
Figure 21. Nordic Countries Spatial Intelligence Software Revenue, (US$, Mn), 2017-2028
Figure 22. Benelux Spatial Intelligence Software Revenue, (US$, Mn), 2017-2028
Figure 23. By Region - Asia Spatial Intelligence Software Revenue Market Share, 2017-2028
Figure 24. China Spatial Intelligence Software Revenue, (US$, Mn), 2017-2028
Figure 25. Japan Spatial Intelligence Software Revenue, (US$, Mn), 2017-2028
Figure 26. South Korea Spatial Intelligence Software Revenue, (US$, Mn), 2017-2028
Figure 27. Southeast Asia Spatial Intelligence Software Revenue, (US$, Mn), 2017-2028
Figure 28. India Spatial Intelligence Software Revenue, (US$, Mn), 2017-2028
Figure 29. By Country - South America Spatial Intelligence Software Revenue Market Share, 2017-2028
Figure 30. Brazil Spatial Intelligence Software Revenue, (US$, Mn), 2017-2028
Figure 31. Argentina Spatial Intelligence Software Revenue, (US$, Mn), 2017-2028
Figure 32. By Country - Middle East & Africa Spatial Intelligence Software Revenue Market Share, 2017-2028
Figure 33. Turkey Spatial Intelligence Software Revenue, (US$, Mn), 2017-2028
Figure 34. Israel Spatial Intelligence Software Revenue, (US$, Mn), 2017-2028
Figure 35. Saudi Arabia Spatial Intelligence Software Revenue, (US$, Mn), 2017-2028
Figure 36. UAE Spatial Intelligence Software Revenue, (US$, Mn), 2017-2028
Figure 37. Alteryx Spatial Intelligence Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 38. Caliper Corporation Spatial Intelligence Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 39. CartoDB Spatial Intelligence Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 40. Avuxi Spatial Intelligence Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 41. Cubeware Spatial Intelligence Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 42. Esri Spatial Intelligence Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 43. Fract Spatial Intelligence Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 44. Gadberry Group Spatial Intelligence Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 45. Galigeo Spatial Intelligence Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 46. Board Spatial Intelligence Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 47. Geoblink Spatial Intelligence Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 48. Qlik Spatial Intelligence Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 49. Maptive Spatial Intelligence Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 50. Pitney Bowes Spatial Intelligence Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 51. CARTO Spatial Intelligence Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)