Global Smart Water Grid Market Research Report 2023

Global Smart Water Grid Market Research Report 2023

Table of Contents
1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global Smart Water Grid Market Size Growth Rate by Type: 2018 VS 2022 VS 2029
1.2.2 Smart Infrastructure
1.2.3 Control & Automation
1.2.4 ICT & Analytical Software
1.2.5 Design & Engineering
1.3 Market by Application
1.3.1 Global Smart Water Grid Market Growth by Application: 2018 VS 2022 VS 2029
1.3.2 Residential
1.3.3 Commercial
1.3.4 Utility
1.4 Study Objectives
1.5 Years Considered
1.6 Years Considered
2 Global Growth Trends
2.1 Global Smart Water Grid Market Perspective (2018-2029)
2.2 Smart Water Grid Growth Trends by Region
2.2.1 Global Smart Water Grid Market Size by Region: 2018 VS 2022 VS 2029
2.2.2 Smart Water Grid Historic Market Size by Region (2018-2023)
2.2.3 Smart Water Grid Forecasted Market Size by Region (2024-2029)
2.3 Smart Water Grid Market Dynamics
2.3.1 Smart Water Grid Industry Trends
2.3.2 Smart Water Grid Market Drivers
2.3.3 Smart Water Grid Market Challenges
2.3.4 Smart Water Grid Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top Smart Water Grid Players by Revenue
3.1.1 Global Top Smart Water Grid Players by Revenue (2018-2023)
3.1.2 Global Smart Water Grid Revenue Market Share by Players (2018-2023)
3.2 Global Smart Water Grid Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Players Covered: Ranking by Smart Water Grid Revenue
3.4 Global Smart Water Grid Market Concentration Ratio
3.4.1 Global Smart Water Grid Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by Smart Water Grid Revenue in 2022
3.5 Smart Water Grid Key Players Head office and Area Served
3.6 Key Players Smart Water Grid Product Solution and Service
3.7 Date of Enter into Smart Water Grid Market
3.8 Mergers & Acquisitions, Expansion Plans
4 Smart Water Grid Breakdown Data by Type
4.1 Global Smart Water Grid Historic Market Size by Type (2018-2023)
4.2 Global Smart Water Grid Forecasted Market Size by Type (2024-2029)
5 Smart Water Grid Breakdown Data by Application
5.1 Global Smart Water Grid Historic Market Size by Application (2018-2023)
5.2 Global Smart Water Grid Forecasted Market Size by Application (2024-2029)
6 North America
6.1 North America Smart Water Grid Market Size (2018-2029)
6.2 North America Smart Water Grid Market Growth Rate by Country: 2018 VS 2022 VS 2029
6.3 North America Smart Water Grid Market Size by Country (2018-2023)
6.4 North America Smart Water Grid Market Size by Country (2024-2029)
6.5 United States
6.6 Canada
7 Europe
7.1 Europe Smart Water Grid Market Size (2018-2029)
7.2 Europe Smart Water Grid Market Growth Rate by Country: 2018 VS 2022 VS 2029
7.3 Europe Smart Water Grid Market Size by Country (2018-2023)
7.4 Europe Smart Water Grid Market Size by Country (2024-2029)
7.5 Germany
7.6 France
7.7 U.K.
7.8 Italy
7.9 Russia
7.10 Nordic Countries
8 Asia-Pacific
8.1 Asia-Pacific Smart Water Grid Market Size (2018-2029)
8.2 Asia-Pacific Smart Water Grid Market Growth Rate by Region: 2018 VS 2022 VS 2029
8.3 Asia-Pacific Smart Water Grid Market Size by Region (2018-2023)
8.4 Asia-Pacific Smart Water Grid Market Size by Region (2024-2029)
8.5 China
8.6 Japan
8.7 South Korea
8.8 Southeast Asia
8.9 India
8.10 Australia
9 Latin America
9.1 Latin America Smart Water Grid Market Size (2018-2029)
9.2 Latin America Smart Water Grid Market Growth Rate by Country: 2018 VS 2022 VS 2029
9.3 Latin America Smart Water Grid Market Size by Country (2018-2023)
9.4 Latin America Smart Water Grid Market Size by Country (2024-2029)
9.5 Mexico
9.6 Brazil
10 Middle East & Africa
10.1 Middle East & Africa Smart Water Grid Market Size (2018-2029)
10.2 Middle East & Africa Smart Water Grid Market Growth Rate by Country: 2018 VS 2022 VS 2029
10.3 Middle East & Africa Smart Water Grid Market Size by Country (2018-2023)
10.4 Middle East & Africa Smart Water Grid Market Size by Country (2024-2029)
10.5 Turkey
10.6 Saudi Arabia
10.7 UAE
11 Key Players Profiles
11.1 Xinapse Systems Ltd
11.1.1 Xinapse Systems Ltd Company Detail
11.1.2 Xinapse Systems Ltd Business Overview
11.1.3 Xinapse Systems Ltd Smart Water Grid Introduction
11.1.4 Xinapse Systems Ltd Revenue in Smart Water Grid Business (2018-2023)
11.1.5 Xinapse Systems Ltd Recent Development
11.2 Prezi Inc
11.2.1 Prezi Inc Company Detail
11.2.2 Prezi Inc Business Overview
11.2.3 Prezi Inc Smart Water Grid Introduction
11.2.4 Prezi Inc Revenue in Smart Water Grid Business (2018-2023)
11.2.5 Prezi Inc Recent Development
11.3 ICT, co., Ltd
11.3.1 ICT, co., Ltd Company Detail
11.3.2 ICT, co., Ltd Business Overview
11.3.3 ICT, co., Ltd Smart Water Grid Introduction
11.3.4 ICT, co., Ltd Revenue in Smart Water Grid Business (2018-2023)
11.3.5 ICT, co., Ltd Recent Development
11.4 Wetsus
11.4.1 Wetsus Company Detail
11.4.2 Wetsus Business Overview
11.4.3 Wetsus Smart Water Grid Introduction
11.4.4 Wetsus Revenue in Smart Water Grid Business (2018-2023)
11.4.5 Wetsus Recent Development
11.5 The Whitmore Group
11.5.1 The Whitmore Group Company Detail
11.5.2 The Whitmore Group Business Overview
11.5.3 The Whitmore Group Smart Water Grid Introduction
11.5.4 The Whitmore Group Revenue in Smart Water Grid Business (2018-2023)
11.5.5 The Whitmore Group Recent Development
11.6 ABB Group
11.6.1 ABB Group Company Detail
11.6.2 ABB Group Business Overview
11.6.3 ABB Group Smart Water Grid Introduction
11.6.4 ABB Group Revenue in Smart Water Grid Business (2018-2023)
11.6.5 ABB Group Recent Development
11.7 Arqiva
11.7.1 Arqiva Company Detail
11.7.2 Arqiva Business Overview
11.7.3 Arqiva Smart Water Grid Introduction
11.7.4 Arqiva Revenue in Smart Water Grid Business (2018-2023)
11.7.5 Arqiva Recent Development
11.8 Toshiba Corporation
11.8.1 Toshiba Corporation Company Detail
11.8.2 Toshiba Corporation Business Overview
11.8.3 Toshiba Corporation Smart Water Grid Introduction
11.8.4 Toshiba Corporation Revenue in Smart Water Grid Business (2018-2023)
11.8.5 Toshiba Corporation Recent Development
11.9 Neptune Technology Group Inc
11.9.1 Neptune Technology Group Inc Company Detail
11.9.2 Neptune Technology Group Inc Business Overview
11.9.3 Neptune Technology Group Inc Smart Water Grid Introduction
11.9.4 Neptune Technology Group Inc Revenue in Smart Water Grid Business (2018-2023)
11.9.5 Neptune Technology Group Inc Recent Development
11.10 Schneider Electric
11.10.1 Schneider Electric Company Detail
11.10.2 Schneider Electric Business Overview
11.10.3 Schneider Electric Smart Water Grid Introduction
11.10.4 Schneider Electric Revenue in Smart Water Grid Business (2018-2023)
11.10.5 Schneider Electric Recent Development
11.11 Badger Meter, Inc
11.11.1 Badger Meter, Inc Company Detail
11.11.2 Badger Meter, Inc Business Overview
11.11.3 Badger Meter, Inc Smart Water Grid Introduction
11.11.4 Badger Meter, Inc Revenue in Smart Water Grid Business (2018-2023)
11.11.5 Badger Meter, Inc Recent Development
11.12 Itron Inc
11.12.1 Itron Inc Company Detail
11.12.2 Itron Inc Business Overview
11.12.3 Itron Inc Smart Water Grid Introduction
11.12.4 Itron Inc Revenue in Smart Water Grid Business (2018-2023)
11.12.5 Itron Inc Recent Development
11.13 Sensus Worldwide Holdings Ltd.
11.13.1 Sensus Worldwide Holdings Ltd. Company Detail
11.13.2 Sensus Worldwide Holdings Ltd. Business Overview
11.13.3 Sensus Worldwide Holdings Ltd. Smart Water Grid Introduction
11.13.4 Sensus Worldwide Holdings Ltd. Revenue in Smart Water Grid Business (2018-2023)
11.13.5 Sensus Worldwide Holdings Ltd. Recent Development
11.14 Siemens AG
11.14.1 Siemens AG Company Detail
11.14.2 Siemens AG Business Overview
11.14.3 Siemens AG Smart Water Grid Introduction
11.14.4 Siemens AG Revenue in Smart Water Grid Business (2018-2023)
11.14.5 Siemens AG Recent Development
12 Analyst's Viewpoints/Conclusions
13 Appendix
13.1 Research Methodology
13.1.1 Methodology/Research Approach
13.1.2 Data Source
13.2 Disclaimer
13.3 Author Details
List of Tables
Table 1. Global Smart Water Grid Market Size Growth Rate by Type (US$ Million): 2018 VS 2022 VS 2029
Table 2. Key Players of Smart Infrastructure
Table 3. Key Players of Control & Automation
Table 4. Key Players of ICT & Analytical Software
Table 5. Key Players of Design & Engineering
Table 6. Global Smart Water Grid Market Size Growth by Application (US$ Million): 2018 VS 2022 VS 2029
Table 7. Global Smart Water Grid Market Size by Region (US$ Million): 2018 VS 2022 VS 2029
Table 8. Global Smart Water Grid Market Size by Region (2018-2023) & (US$ Million)
Table 9. Global Smart Water Grid Market Share by Region (2018-2023)
Table 10. Global Smart Water Grid Forecasted Market Size by Region (2024-2029) & (US$ Million)
Table 11. Global Smart Water Grid Market Share by Region (2024-2029)
Table 12. Smart Water Grid Market Trends
Table 13. Smart Water Grid Market Drivers
Table 14. Smart Water Grid Market Challenges
Table 15. Smart Water Grid Market Restraints
Table 16. Global Smart Water Grid Revenue by Players (2018-2023) & (US$ Million)
Table 17. Global Smart Water Grid Market Share by Players (2018-2023)
Table 18. Global Top Smart Water Grid Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Smart Water Grid as of 2022)
Table 19. Ranking of Global Top Smart Water Grid Companies by Revenue (US$ Million) in 2022
Table 20. Global 5 Largest Players Market Share by Smart Water Grid Revenue (CR5 and HHI) & (2018-2023)
Table 21. Key Players Headquarters and Area Served
Table 22. Key Players Smart Water Grid Product Solution and Service
Table 23. Date of Enter into Smart Water Grid Market
Table 24. Mergers & Acquisitions, Expansion Plans
Table 25. Global Smart Water Grid Market Size by Type (2018-2023) & (US$ Million)
Table 26. Global Smart Water Grid Revenue Market Share by Type (2018-2023)
Table 27. Global Smart Water Grid Forecasted Market Size by Type (2024-2029) & (US$ Million)
Table 28. Global Smart Water Grid Revenue Market Share by Type (2024-2029)
Table 29. Global Smart Water Grid Market Size by Application (2018-2023) & (US$ Million)
Table 30. Global Smart Water Grid Revenue Market Share by Application (2018-2023)
Table 31. Global Smart Water Grid Forecasted Market Size by Application (2024-2029) & (US$ Million)
Table 32. Global Smart Water Grid Revenue Market Share by Application (2024-2029)
Table 33. North America Smart Water Grid Market Size Growth Rate by Country (US$ Million): 2018 VS 2022 VS 2029
Table 34. North America Smart Water Grid Market Size by Country (2018-2023) & (US$ Million)
Table 35. North America Smart Water Grid Market Size by Country (2024-2029) & (US$ Million)
Table 36. Europe Smart Water Grid Market Size Growth Rate by Country (US$ Million): 2018 VS 2022 VS 2029
Table 37. Europe Smart Water Grid Market Size by Country (2018-2023) & (US$ Million)
Table 38. Europe Smart Water Grid Market Size by Country (2024-2029) & (US$ Million)
Table 39. Asia-Pacific Smart Water Grid Market Size Growth Rate by Region (US$ Million): 2018 VS 2022 VS 2029
Table 40. Asia-Pacific Smart Water Grid Market Size by Region (2018-2023) & (US$ Million)
Table 41. Asia-Pacific Smart Water Grid Market Size by Region (2024-2029) & (US$ Million)
Table 42. Latin America Smart Water Grid Market Size Growth Rate by Country (US$ Million): 2018 VS 2022 VS 2029
Table 43. Latin America Smart Water Grid Market Size by Country (2018-2023) & (US$ Million)
Table 44. Latin America Smart Water Grid Market Size by Country (2024-2029) & (US$ Million)
Table 45. Middle East & Africa Smart Water Grid Market Size Growth Rate by Country (US$ Million): 2018 VS 2022 VS 2029
Table 46. Middle East & Africa Smart Water Grid Market Size by Country (2018-2023) & (US$ Million)
Table 47. Middle East & Africa Smart Water Grid Market Size by Country (2024-2029) & (US$ Million)
Table 48. Xinapse Systems Ltd Company Detail
Table 49. Xinapse Systems Ltd Business Overview
Table 50. Xinapse Systems Ltd Smart Water Grid Product
Table 51. Xinapse Systems Ltd Revenue in Smart Water Grid Business (2018-2023) & (US$ Million)
Table 52. Xinapse Systems Ltd Recent Development
Table 53. Prezi Inc Company Detail
Table 54. Prezi Inc Business Overview
Table 55. Prezi Inc Smart Water Grid Product
Table 56. Prezi Inc Revenue in Smart Water Grid Business (2018-2023) & (US$ Million)
Table 57. Prezi Inc Recent Development
Table 58. ICT, co., Ltd Company Detail
Table 59. ICT, co., Ltd Business Overview
Table 60. ICT, co., Ltd Smart Water Grid Product
Table 61. ICT, co., Ltd Revenue in Smart Water Grid Business (2018-2023) & (US$ Million)
Table 62. ICT, co., Ltd Recent Development
Table 63. Wetsus Company Detail
Table 64. Wetsus Business Overview
Table 65. Wetsus Smart Water Grid Product
Table 66. Wetsus Revenue in Smart Water Grid Business (2018-2023) & (US$ Million)
Table 67. Wetsus Recent Development
Table 68. The Whitmore Group Company Detail
Table 69. The Whitmore Group Business Overview
Table 70. The Whitmore Group Smart Water Grid Product
Table 71. The Whitmore Group Revenue in Smart Water Grid Business (2018-2023) & (US$ Million)
Table 72. The Whitmore Group Recent Development
Table 73. ABB Group Company Detail
Table 74. ABB Group Business Overview
Table 75. ABB Group Smart Water Grid Product
Table 76. ABB Group Revenue in Smart Water Grid Business (2018-2023) & (US$ Million)
Table 77. ABB Group Recent Development
Table 78. Arqiva Company Detail
Table 79. Arqiva Business Overview
Table 80. Arqiva Smart Water Grid Product
Table 81. Arqiva Revenue in Smart Water Grid Business (2018-2023) & (US$ Million)
Table 82. Arqiva Recent Development
Table 83. Toshiba Corporation Company Detail
Table 84. Toshiba Corporation Business Overview
Table 85. Toshiba Corporation Smart Water Grid Product
Table 86. Toshiba Corporation Revenue in Smart Water Grid Business (2018-2023) & (US$ Million)
Table 87. Toshiba Corporation Recent Development
Table 88. Neptune Technology Group Inc Company Detail
Table 89. Neptune Technology Group Inc Business Overview
Table 90. Neptune Technology Group Inc Smart Water Grid Product
Table 91. Neptune Technology Group Inc Revenue in Smart Water Grid Business (2018-2023) & (US$ Million)
Table 92. Neptune Technology Group Inc Recent Development
Table 93. Schneider Electric Company Detail
Table 94. Schneider Electric Business Overview
Table 95. Schneider Electric Smart Water Grid Product
Table 96. Schneider Electric Revenue in Smart Water Grid Business (2018-2023) & (US$ Million)
Table 97. Schneider Electric Recent Development
Table 98. Badger Meter, Inc Company Detail
Table 99. Badger Meter, Inc Business Overview
Table 100. Badger Meter, Inc Smart Water Grid Product
Table 101. Badger Meter, Inc Revenue in Smart Water Grid Business (2018-2023) & (US$ Million)
Table 102. Badger Meter, Inc Recent Development
Table 103. Itron Inc Company Detail
Table 104. Itron Inc Business Overview
Table 105. Itron Inc Smart Water Grid Product
Table 106. Itron Inc Revenue in Smart Water Grid Business (2018-2023) & (US$ Million)
Table 107. Itron Inc Recent Development
Table 108. Sensus Worldwide Holdings Ltd. Company Detail
Table 109. Sensus Worldwide Holdings Ltd. Business Overview
Table 110. Sensus Worldwide Holdings Ltd. Smart Water Grid Product
Table 111. Sensus Worldwide Holdings Ltd. Revenue in Smart Water Grid Business (2018-2023) & (US$ Million)
Table 112. Sensus Worldwide Holdings Ltd. Recent Development
Table 113. Siemens AG Company Detail
Table 114. Siemens AG Business Overview
Table 115. Siemens AG Smart Water Grid Product
Table 116. Siemens AG Revenue in Smart Water Grid Business (2018-2023) & (US$ Million)
Table 117. Siemens AG Recent Development
Table 118. Research Programs/Design for This Report
Table 119. Key Data Information from Secondary Sources
Table 120. Key Data Information from Primary Sources
List of Figures
Figure 1. Global Smart Water Grid Market Size Comparison by Type (2023-2029) & (US$ Million)
Figure 2. Global Smart Water Grid Market Share by Type: 2022 VS 2029
Figure 3. Smart Infrastructure Features
Figure 4. Control & Automation Features
Figure 5. ICT & Analytical Software Features
Figure 6. Design & Engineering Features
Figure 7. Global Smart Water Grid Market Size Comparison by Application (2023-2029) & (US$ Million)
Figure 8. Global Smart Water Grid Market Share by Application: 2022 VS 2029
Figure 9. Residential Case Studies
Figure 10. Commercial Case Studies
Figure 11. Utility Case Studies
Figure 12. Smart Water Grid Report Years Considered
Figure 13. Global Smart Water Grid Market Size (US$ Million), Year-over-Year: 2018-2029
Figure 14. Global Smart Water Grid Market Size, (US$ Million), 2018 VS 2022 VS 2029
Figure 15. Global Smart Water Grid Market Share by Region: 2022 VS 2029
Figure 16. Global Smart Water Grid Market Share by Players in 2022
Figure 17. Global Top Smart Water Grid Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Smart Water Grid as of 2022)
Figure 18. The Top 10 and 5 Players Market Share by Smart Water Grid Revenue in 2022
Figure 19. North America Smart Water Grid Market Size YoY Growth (2018-2029) & (US$ Million)
Figure 20. North America Smart Water Grid Market Share by Country (2018-2029)
Figure 21. United States Smart Water Grid Market Size YoY Growth (2018-2029) & (US$ Million)
Figure 22. Canada Smart Water Grid Market Size YoY Growth (2018-2029) & (US$ Million)
Figure 23. Europe Smart Water Grid Market Size YoY Growth (2018-2029) & (US$ Million)
Figure 24. Europe Smart Water Grid Market Share by Country (2018-2029)
Figure 25. Germany Smart Water Grid Market Size YoY Growth (2018-2029) & (US$ Million)
Figure 26. France Smart Water Grid Market Size YoY Growth (2018-2029) & (US$ Million)
Figure 27. U.K. Smart Water Grid Market Size YoY Growth (2018-2029) & (US$ Million)
Figure 28. Italy Smart Water Grid Market Size YoY Growth (2018-2029) & (US$ Million)
Figure 29. Russia Smart Water Grid Market Size YoY Growth (2018-2029) & (US$ Million)
Figure 30. Nordic Countries Smart Water Grid Market Size YoY Growth (2018-2029) & (US$ Million)
Figure 31. Asia-Pacific Smart Water Grid Market Size YoY Growth (2018-2029) & (US$ Million)
Figure 32. Asia-Pacific Smart Water Grid Market Share by Region (2018-2029)
Figure 33. China Smart Water Grid Market Size YoY Growth (2018-2029) & (US$ Million)
Figure 34. Japan Smart Water Grid Market Size YoY Growth (2018-2029) & (US$ Million)
Figure 35. South Korea Smart Water Grid Market Size YoY Growth (2018-2029) & (US$ Million)
Figure 36. Southeast Asia Smart Water Grid Market Size YoY Growth (2018-2029) & (US$ Million)
Figure 37. India Smart Water Grid Market Size YoY Growth (2018-2029) & (US$ Million)
Figure 38. Australia Smart Water Grid Market Size YoY Growth (2018-2029) & (US$ Million)
Figure 39. Latin America Smart Water Grid Market Size YoY Growth (2018-2029) & (US$ Million)
Figure 40. Latin America Smart Water Grid Market Share by Country (2018-2029)
Figure 41. Mexico Smart Water Grid Market Size YoY Growth (2018-2029) & (US$ Million)
Figure 42. Brazil Smart Water Grid Market Size YoY Growth (2018-2029) & (US$ Million)
Figure 43. Middle East & Africa Smart Water Grid Market Size YoY Growth (2018-2029) & (US$ Million)
Figure 44. Middle East & Africa Smart Water Grid Market Share by Country (2018-2029)
Figure 45. Turkey Smart Water Grid Market Size YoY Growth (2018-2029) & (US$ Million)
Figure 46. Saudi Arabia Smart Water Grid Market Size YoY Growth (2018-2029) & (US$ Million)
Figure 47. Xinapse Systems Ltd Revenue Growth Rate in Smart Water Grid Business (2018-2023)
Figure 48. Prezi Inc Revenue Growth Rate in Smart Water Grid Business (2018-2023)
Figure 49. ICT, co., Ltd Revenue Growth Rate in Smart Water Grid Business (2018-2023)
Figure 50. Wetsus Revenue Growth Rate in Smart Water Grid Business (2018-2023)
Figure 51. The Whitmore Group Revenue Growth Rate in Smart Water Grid Business (2018-2023)
Figure 52. ABB Group Revenue Growth Rate in Smart Water Grid Business (2018-2023)
Figure 53. Arqiva Revenue Growth Rate in Smart Water Grid Business (2018-2023)
Figure 54. Toshiba Corporation Revenue Growth Rate in Smart Water Grid Business (2018-2023)
Figure 55. Neptune Technology Group Inc Revenue Growth Rate in Smart Water Grid Business (2018-2023)
Figure 56. Schneider Electric Revenue Growth Rate in Smart Water Grid Business (2018-2023)
Figure 57. Badger Meter, Inc Revenue Growth Rate in Smart Water Grid Business (2018-2023)
Figure 58. Itron Inc Revenue Growth Rate in Smart Water Grid Business (2018-2023)
Figure 59. Sensus Worldwide Holdings Ltd. Revenue Growth Rate in Smart Water Grid Business (2018-2023)
Figure 60. Siemens AG Revenue Growth Rate in Smart Water Grid Business (2018-2023)
Figure 61. Bottom-up and Top-down Approaches for This Report
Figure 62. Data Triangulation
Figure 63. Key Executives Interviewed

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Published: 27-Dec-2023        Price: US 2680 Onwards        Pages: 162

Mobile platforms are basically those that allow software and services to be run on devices (Fling 2009). Examples of mobile platforms include Palm, BlackBerry, iPhone, Android and Windows Mobile. Mobile operating systems provide tools that allow application to share data and services. Our market research experts provide qualitative and quantitative analysis of the market based on involving economic and non-economic factors in the same report with market value (million USD) data for each s......

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