nanowire battery sales market
113 Pages | Energy & Power

Global Nanowire Battery Sales Market Report 2021

  • Published Date : 15-06-2021
  • Pages : 113
  • Report Id : 7463
  • Categories : Energy & Power

This report studies the global Nanowire Battery market status and forecast, categorizes the global Nanowire Battery market size (value & volume) by key players, type, application, and region. This report focuses on the top players in North America, Europe, China, Japan, Southeast Asia India and Other regions (Middle East & Africa, Central & South America).

In 2020, the global Nanowire Battery market size was xx million US$ and it is expected to reach xx million US$ by the end of 2027, with a CAGR of xx.x % between 2021 and 2027.

The major players covered in this report
Ambri
Imprint Energy
Alveo Energy
Pellion Technologies
Quantum Cape Corporation
Envia Systems
Sila Nanotechnologies
Boulder Ionics Corporation
Prieto Battery
Sony Corporation
Sakti3
Xilectric
Amprius
Boston Power
EnerDel

Geographically, this report studies the key regions, focuses on product sales, value, market share and growth opportunity in these regions, covering
United States
Europe
China
Japan
Southeast Asia
India

The regional scope of the study is as follows:
North America
United States
Canada
Mexico
Asia-Pacific
China
India
Japan
South Korea
Australia
Indonesia
Singapore
Rest of Asia-Pacific
Europe
Germany
France
UK
Italy
Spain
Russia
Rest of Europe
Central & South America
Brazil
Argentina
Rest of South America
Middle East & Africa
Saudi Arabia
Turkey
Rest of Middle East & Africa

On the basis of product, this report displays the production, revenue, price, market share and growth rate of each type, primarily split into
Silicon
Germanium
Transition Metal Oxides
Other
On the basis on the end users/applications, this report focuses on the status and outlook for major applications/end users, sales volume, market share and growth rate for each application, including
Residential
Commercial
Industrial

The study objectives of this report are:
To analyze and study the global Nanowire Battery sales, value, status (2016-2020) and forecast (2021-2027);
To analyze the top players in North America, Europe, China, Japan, Southeast Asia and India, to study the sales, value and market share of top players in these regions.
Focuses on the key Nanowire Battery players, to study the sales, value, market share and development plans in future.
Focuses on the global key manufacturers, to define, describe and analyze the market competition landscape, SWOT analysis.
To define, describe and forecast the market by type, application and region.
To analyze the global and key regions market potential and advantage, opportunity and challenge, restraints and risks.
To identify significant trends and factors driving or inhibiting the market growth.
To analyze the opportunities in the market for stakeholders by identifying the high growth segments.
To strategically analyze each submarket with respect to individual growth trend and their contribution to the market
To analyze competitive developments such as expansions, agreements, new product launches, and acquisitions in the market
To strategically profile the key players and comprehensively analyze their growth strategies.

In this study, the years considered to estimate the market size of Nanowire Battery are as follows:
History Year: 2016-2020
Base Year: 2020
Estimated Year: 2021
Forecast Year 2021 to 2027

For the data information by region, company, type and application, 2020 is considered as the base year. Whenever data information was unavailable for the base year, the prior year has been considered.

Key Stakeholders
Nanowire Battery Manufacturers
Nanowire Battery Distributors/Traders/Wholesalers
Nanowire Battery Subcomponent Manufacturers
Industry Association
Downstream Vendors

Available Customizations
With the given market data, Stats and Reports offers customizations according to the company's specific needs. The following customization options are available for the report:
Regional and country-level analysis of the Nanowire Battery market, by end-use.
Detailed analysis and profiles of additional market players.
End of Summary


Table of Contents

Global Nanowire Battery Sales Market Report 2021
1 Nanowire Battery Market Overview
1.1 Product Overview and Scope of Nanowire Battery
1.2 Classification of Nanowire Battery by Product Category
1.2.1 Global Nanowire Battery Market Size (Sales) Comparison by Type ( 2016-2027)
1.2.2 Global Nanowire Battery Market Size (Sales) Market Share by Type (Product Category) in 2020
1.2.3 Silicon
1.2.4 Germanium
1.2.5 Transition Metal Oxides
1.2.6 Other
1.3 Global Nanowire Battery Market by Application/End Users
1.3.1 Global Nanowire Battery Sales (Volume) and Market Share Comparison by Application ( 2016-2027)
1.3.2 Residential
1.3.3 Commercial
1.3.4 Industrial
1.4 Global Nanowire Battery Market by Region
1.4.1 Global Nanowire Battery Market Size (Value) Comparison by Region ( 2016-2027)
1.4.2 United States Nanowire Battery Status and Prospect ( 2016-2027)
1.4.3 Europe Nanowire Battery Status and Prospect ( 2016-2027)
1.4.4 China Nanowire Battery Status and Prospect ( 2016-2027)
1.4.5 Japan Nanowire Battery Status and Prospect ( 2016-2027)
1.4.6 Southeast Asia Nanowire Battery Status and Prospect ( 2016-2027)
1.4.7 India Nanowire Battery Status and Prospect ( 2016-2027)
1.5 Global Market Size (Value and Volume) of Nanowire Battery ( 2016-2027)
1.5.1 Global Nanowire Battery Sales and Growth Rate ( 2016-2027)
1.5.2 Global Nanowire Battery Revenue and Growth Rate ( 2016-2027)

2 Global Nanowire Battery Competition by Players/Suppliers, Type and Application
2.1 Global Nanowire Battery Market Competition by Players/Suppliers
2.1.1 Global Nanowire Battery Sales and Market Share of Key Players/Suppliers ( 2016-2021)
2.1.2 Global Nanowire Battery Revenue and Share by Players/Suppliers ( 2016-2021)
2.2 Global Nanowire Battery (Volume and Value) by Type
2.2.1 Global Nanowire Battery Sales and Market Share by Type ( 2016-2021)
2.2.2 Global Nanowire Battery Revenue and Market Share by Type ( 2016-2021)
2.3 Global Nanowire Battery (Volume and Value) by Region
2.3.1 Global Nanowire Battery Sales and Market Share by Region ( 2016-2021)
2.3.2 Global Nanowire Battery Revenue and Market Share by Region ( 2016-2021)
2.4 Global Nanowire Battery (Volume) by Application

3 United States Nanowire Battery (Volume, Value and Sales Price)
3.1 United States Nanowire Battery Sales and Value ( 2016-2021)
3.1.1 United States Nanowire Battery Sales and Growth Rate ( 2016-2021)
3.1.2 United States Nanowire Battery Revenue and Growth Rate ( 2016-2021)
3.1.3 United States Nanowire Battery Sales Price Trend ( 2016-2021)
3.2 United States Nanowire Battery Sales Volume and Market Share by Players ( 2016-2021)
3.3 United States Nanowire Battery Sales Volume and Market Share by Type ( 2016-2021)
3.4 United States Nanowire Battery Sales Volume and Market Share by Application ( 2016-2021)

4 Europe Nanowire Battery (Volume, Value and Sales Price)
4.1 Europe Nanowire Battery Sales and Value ( 2016-2021)
4.1.1 Europe Nanowire Battery Sales and Growth Rate ( 2016-2021)
4.1.2 Europe Nanowire Battery Revenue and Growth Rate ( 2016-2021)
4.1.3 Europe Nanowire Battery Sales Price Trend ( 2016-2021)
4.2 Europe Nanowire Battery Sales Volume and Market Share by Players ( 2016-2021)
4.3 Europe Nanowire Battery Sales Volume and Market Share by Type ( 2016-2021)
4.4 Europe Nanowire Battery Sales Volume and Market Share by Application ( 2016-2021)

5 China Nanowire Battery (Volume, Value and Sales Price)
5.1 China Nanowire Battery Sales and Value ( 2016-2021)
5.1.1 China Nanowire Battery Sales and Growth Rate ( 2016-2021)
5.1.2 China Nanowire Battery Revenue and Growth Rate ( 2016-2021)
5.1.3 China Nanowire Battery Sales Price Trend ( 2016-2021)
5.2 China Nanowire Battery Sales Volume and Market Share by Players ( 2016-2021)
5.3 China Nanowire Battery Sales Volume and Market Share by Type ( 2016-2021)
5.4 China Nanowire Battery Sales Volume and Market Share by Application ( 2016-2021)

6 Japan Nanowire Battery (Volume, Value and Sales Price)
6.1 Japan Nanowire Battery Sales and Value ( 2016-2021)
6.1.1 Japan Nanowire Battery Sales and Growth Rate ( 2016-2021)
6.1.2 Japan Nanowire Battery Revenue and Growth Rate ( 2016-2021)
6.1.3 Japan Nanowire Battery Sales Price Trend ( 2016-2021)
6.2 Japan Nanowire Battery Sales Volume and Market Share by Players ( 2016-2021)
6.3 Japan Nanowire Battery Sales Volume and Market Share by Type ( 2016-2021)
6.4 Japan Nanowire Battery Sales Volume and Market Share by Application ( 2016-2021)

7 Southeast Asia Nanowire Battery (Volume, Value and Sales Price)
7.1 Southeast Asia Nanowire Battery Sales and Value ( 2016-2021)
7.1.1 Southeast Asia Nanowire Battery Sales and Growth Rate ( 2016-2021)
7.1.2 Southeast Asia Nanowire Battery Revenue and Growth Rate ( 2016-2021)
7.1.3 Southeast Asia Nanowire Battery Sales Price Trend ( 2016-2021)
7.2 Southeast Asia Nanowire Battery Sales Volume and Market Share by Players ( 2016-2021)
7.3 Southeast Asia Nanowire Battery Sales Volume and Market Share by Type ( 2016-2021)
7.4 Southeast Asia Nanowire Battery Sales Volume and Market Share by Application ( 2016-2021)

8 India Nanowire Battery (Volume, Value and Sales Price)
8.1 India Nanowire Battery Sales and Value ( 2016-2021)
8.1.1 India Nanowire Battery Sales and Growth Rate ( 2016-2021)
8.1.2 India Nanowire Battery Revenue and Growth Rate ( 2016-2021)
8.1.3 India Nanowire Battery Sales Price Trend ( 2016-2021)
8.2 India Nanowire Battery Sales Volume and Market Share by Players ( 2016-2021)
8.3 India Nanowire Battery Sales Volume and Market Share by Type ( 2016-2021)
8.4 India Nanowire Battery Sales Volume and Market Share by Application ( 2016-2021)

9 Global Nanowire Battery Players/Suppliers Profiles and Sales Data
9.1 Ambri
9.1.1 Company Basic Information, Manufacturing Base and Competitors
9.1.2 Nanowire Battery Product Category, Application and Specification
9.1.2.1 Product A
9.1.2.2 Product B
9.1.3 Ambri Nanowire Battery Sales, Revenue, Price and Gross Margin ( 2016-2021)
9.1.4 Main Business/Business Overview
9.2 Imprint Energy
9.2.1 Company Basic Information, Manufacturing Base and Competitors
9.2.2 Nanowire Battery Product Category, Application and Specification
9.2.2.1 Product A
9.2.2.2 Product B
9.2.3 Imprint Energy Nanowire Battery Sales, Revenue, Price and Gross Margin ( 2016-2021)
9.2.4 Main Business/Business Overview
9.3 Alveo Energy
9.3.1 Company Basic Information, Manufacturing Base and Competitors
9.3.2 Nanowire Battery Product Category, Application and Specification
9.3.2.1 Product A
9.3.2.2 Product B
9.3.3 Alveo Energy Nanowire Battery Sales, Revenue, Price and Gross Margin ( 2016-2021)
9.3.4 Main Business/Business Overview
9.4 Pellion Technologies
9.4.1 Company Basic Information, Manufacturing Base and Competitors
9.4.2 Nanowire Battery Product Category, Application and Specification
9.4.2.1 Product A
9.4.2.2 Product B
9.4.3 Pellion Technologies Nanowire Battery Sales, Revenue, Price and Gross Margin ( 2016-2021)
9.4.4 Main Business/Business Overview
9.5 Quantum Cape Corporation
9.5.1 Company Basic Information, Manufacturing Base and Competitors
9.5.2 Nanowire Battery Product Category, Application and Specification
9.5.2.1 Product A
9.5.2.2 Product B
9.5.3 Quantum Cape Corporation Nanowire Battery Sales, Revenue, Price and Gross Margin ( 2016-2021)
9.5.4 Main Business/Business Overview
9.6 Envia Systems
9.6.1 Company Basic Information, Manufacturing Base and Competitors
9.6.2 Nanowire Battery Product Category, Application and Specification
9.6.2.1 Product A
9.6.2.2 Product B
9.6.3 Envia Systems Nanowire Battery Sales, Revenue, Price and Gross Margin ( 2016-2021)
9.6.4 Main Business/Business Overview
9.7 Sila Nanotechnologies
9.7.1 Company Basic Information, Manufacturing Base and Competitors
9.7.2 Nanowire Battery Product Category, Application and Specification
9.7.2.1 Product A
9.7.2.2 Product B
9.7.3 Sila Nanotechnologies Nanowire Battery Sales, Revenue, Price and Gross Margin ( 2016-2021)
9.7.4 Main Business/Business Overview
9.8 Boulder Ionics Corporation
9.8.1 Company Basic Information, Manufacturing Base and Competitors
9.8.2 Nanowire Battery Product Category, Application and Specification
9.8.2.1 Product A
9.8.2.2 Product B
9.8.3 Boulder Ionics Corporation Nanowire Battery Sales, Revenue, Price and Gross Margin ( 2016-2021)
9.8.4 Main Business/Business Overview
9.9 Prieto Battery
9.9.1 Company Basic Information, Manufacturing Base and Competitors
9.9.2 Nanowire Battery Product Category, Application and Specification
9.9.2.1 Product A
9.9.2.2 Product B
9.9.3 Prieto Battery Nanowire Battery Sales, Revenue, Price and Gross Margin ( 2016-2021)
9.9.4 Main Business/Business Overview
9.10 Sony Corporation
9.10.1 Company Basic Information, Manufacturing Base and Competitors
9.10.2 Nanowire Battery Product Category, Application and Specification
9.10.2.1 Product A
9.10.2.2 Product B
9.10.3 Sony Corporation Nanowire Battery Sales, Revenue, Price and Gross Margin ( 2016-2021)
9.10.4 Main Business/Business Overview
9.11 Sakti3
9.12 Xilectric
9.13 Amprius
9.14 Boston Power
9.15 EnerDel

10 Nanowire Battery Maufacturing Cost Analysis
10.1 Nanowire Battery Key Raw Materials Analysis
10.1.1 Key Raw Materials
10.1.2 Price Trend of Key Raw Materials
10.1.3 Key Suppliers of Raw Materials
10.1.4 Market Concentration Rate of Raw Materials
10.2 Proportion of Manufacturing Cost Structure
10.2.1 Raw Materials
10.2.2 Labor Cost
10.2.3 Manufacturing Process Analysis of Nanowire Battery
10.3 Manufacturing Process Analysis of Nanowire Battery

11 Industrial Chain, Sourcing Strategy and Downstream Buyers
11.1 Nanowire Battery Industrial Chain Analysis
11.2 Upstream Raw Materials Sourcing
11.3 Raw Materials Sources of Nanowire Battery Major Manufacturers in 2020
11.4 Downstream Buyers

12 Marketing Strategy Analysis, Distributors/Traders
12.1 Marketing Channel
12.1.1 Direct Marketing
12.1.2 Indirect Marketing
12.1.3 Marketing Channel Development Trend
12.2 Market Positioning
12.2.1 Pricing Strategy
12.2.2 Brand Strategy
12.2.3 Target Client
12.3 Distributors/Traders List

13 Market Effect Factors Analysis
13.1 Technology Progress/Risk
13.1.1 Substitutes Threat
13.1.2 Technology Progress in Related Industry
13.2 Consumer Needs/Customer Preference Change
13.3 Economic/Political Environmental Change

14 Global Nanowire Battery Market Forecast ( 2021-2027)
14.1 Global Nanowire Battery Sales Volume, Revenue and Price Forecast ( 2021-2027)
14.1.1 Global Nanowire Battery Sales Volume and Growth Rate Forecast ( 2021-2027)
14.1.2 Global Nanowire Battery Revenue and Growth Rate Forecast ( 2021-2027)
14.1.3 Global Nanowire Battery Price and Trend Forecast ( 2021-2027)
14.2 Global Nanowire Battery Sales Volume, Revenue and Growth Rate Forecast by Region ( 2021-2027)
14.2.1 Global Nanowire Battery Sales Volume and Growth Rate Forecast by Regions ( 2021-2027)
14.2.2 Global Nanowire Battery Revenue and Growth Rate Forecast by Regions ( 2021-2027)
14.2.3 United States Nanowire Battery Sales Volume, Revenue and Growth Rate Forecast ( 2021-2027)
14.2.4 Europe Nanowire Battery Sales Volume, Revenue and Growth Rate Forecast ( 2021-2027)
14.2.5 China Nanowire Battery Sales Volume, Revenue and Growth Rate Forecast ( 2021-2027)
14.2.6 Japan Nanowire Battery Sales Volume, Revenue and Growth Rate Forecast ( 2021-2027)
14.2.7 Southeast Asia Nanowire Battery Sales Volume, Revenue and Growth Rate Forecast ( 2021-2027)
14.2.8 India Nanowire Battery Sales Volume, Revenue and Growth Rate Forecast ( 2021-2027)
14.3 Global Nanowire Battery Sales Volume, Revenue and Price Forecast by Type ( 2021-2027)
14.3.1 Global Nanowire Battery Sales Forecast by Type ( 2021-2027)
14.3.2 Global Nanowire Battery Revenue Forecast by Type ( 2021-2027)
14.3.3 Global Nanowire Battery Price Forecast by Type ( 2021-2027)
14.4 Global Nanowire Battery Sales Volume Forecast by Application ( 2021-2027)

15 Research Findings and Conclusion

16 Appendix
16.1 Methodology/Research Approach
16.1.1 Research Programs/Design
16.1.2 Market Size Estimation
16.1.3 Market Breakdown and Data Triangulation
16.2 Data Source
16.2.1 Secondary Sources
16.2.2 Primary Sources
16.3 Disclaimer
List of Tables and Figures

Figure Product Picture of Nanowire Battery
Figure Global Nanowire Battery Sales Volume Comparison (K Units) by Type ( 2016-2027)
Figure Global Nanowire Battery Sales Volume Market Share by Type (Product Category) in 2020
Figure Silicon Product Picture
Figure Germanium Product Picture
Figure Transition Metal Oxides Product Picture
Figure Other Product Picture
Figure Global Nanowire Battery Sales Comparison (K Units) by Application ( 2016-2027)
Figure Global Sales Market Share of Nanowire Battery by Application in 2020
Figure Residential Examples
Table Key Downstream Customer in Residential
Figure Commercial Examples
Table Key Downstream Customer in Commercial
Figure Industrial Examples
Table Key Downstream Customer in Industrial
Figure Global Nanowire Battery Market Size (Million USD) by Regions ( 2016-2027)
Figure United States Nanowire Battery Revenue (Million USD) and Growth Rate ( 2016-2027)
Figure Europe Nanowire Battery Revenue (Million USD) and Growth Rate ( 2016-2027)
Figure China Nanowire Battery Revenue (Million USD) and Growth Rate ( 2016-2027)
Figure Japan Nanowire Battery Revenue (Million USD) and Growth Rate ( 2016-2027)
Figure Southeast Asia Nanowire Battery Revenue (Million USD) and Growth Rate ( 2016-2027)
Figure India Nanowire Battery Revenue (Million USD) and Growth Rate ( 2016-2027)
Figure Global Nanowire Battery Sales Volume (K Units) and Growth Rate ( 2016-2027)
Figure Global Nanowire Battery Revenue (Million USD) and Growth Rate ( 2016-2027)
Figure Global Market Major Players Nanowire Battery Sales Volume (K Units) ( 2016-2021)
Table Global Nanowire Battery Sales (K Units) of Key Players/Suppliers ( 2016-2021)
Table Global Nanowire Battery Sales Share by Players/Suppliers ( 2016-2021)
Figure 2020 Nanowire Battery Sales Share by Players/Suppliers
Figure 2020 Nanowire Battery Sales Share by Players/Suppliers
Figure Global Nanowire Battery Revenue (Million USD) by Players/Suppliers ( 2016-2021)
Table Global Nanowire Battery Revenue (Million USD) by Players/Suppliers ( 2016-2021)
Table Global Nanowire Battery Revenue Share by Players/Suppliers ( 2016-2021)
Table 2020 Global Nanowire Battery Revenue Share by Players
Table 2020 Global Nanowire Battery Revenue Share by Players
Table Global Nanowire Battery Sales (K Units) and Market Share by Type ( 2016-2021)
Table Global Nanowire Battery Sales Share (K Units) by Type ( 2016-2021)
Figure Sales Market Share of Nanowire Battery by Type ( 2016-2021)
Figure Global Nanowire Battery Sales Growth Rate by Type ( 2016-2021)
Table Global Nanowire Battery Revenue (Million USD) and Market Share by Type ( 2016-2021)
Table Global Nanowire Battery Revenue Share by Type ( 2016-2021)
Figure Revenue Market Share of Nanowire Battery by Type ( 2016-2021)
Figure Global Nanowire Battery Revenue Growth Rate by Type ( 2016-2021)
Table Global Nanowire Battery Sales Volume (K Units) and Market Share by Region ( 2016-2021)
Table Global Nanowire Battery Sales Share by Region ( 2016-2021)
Figure Sales Market Share of Nanowire Battery by Region ( 2016-2021)
Figure Global Nanowire Battery Sales Growth Rate by Region in 2020
Table Global Nanowire Battery Revenue (Million USD) and Market Share by Region ( 2016-2021)
Table Global Nanowire Battery Revenue Share (%) by Region ( 2016-2021)
Figure Revenue Market Share of Nanowire Battery by Region ( 2016-2021)
Figure Global Nanowire Battery Revenue Growth Rate by Region in 2020
Table Global Nanowire Battery Revenue (Million USD) and Market Share by Region ( 2016-2021)
Table Global Nanowire Battery Revenue Share (%) by Region ( 2016-2021)
Figure Revenue Market Share of Nanowire Battery by Region ( 2016-2021)
Figure Global Nanowire Battery Revenue Market Share by Region in 2020
Table Global Nanowire Battery Sales Volume (K Units) and Market Share by Application ( 2016-2021)
Table Global Nanowire Battery Sales Share (%) by Application ( 2016-2021)
Figure Sales Market Share of Nanowire Battery by Application ( 2016-2021)
Figure Global Nanowire Battery Sales Market Share by Application ( 2016-2021)
Figure United States Nanowire Battery Sales (K Units) and Growth Rate ( 2016-2021)
Figure United States Nanowire Battery Revenue (Million USD) and Growth Rate ( 2016-2021)
Figure United States Nanowire Battery Sales Price (USD/Unit) Trend ( 2016-2021)
Table United States Nanowire Battery Sales Volume (K Units) by Players ( 2016-2021)
Table United States Nanowire Battery Sales Volume Market Share by Players ( 2016-2021)
Figure United States Nanowire Battery Sales Volume Market Share by Players in 2020
Table United States Nanowire Battery Sales Volume (K Units) by Type ( 2016-2021)
Table United States Nanowire Battery Sales Volume Market Share by Type ( 2016-2021)
Figure United States Nanowire Battery Sales Volume Market Share by Type in 2020
Table United States Nanowire Battery Sales Volume (K Units) by Application ( 2016-2021)
Table United States Nanowire Battery Sales Volume Market Share by Application ( 2016-2021)
Figure United States Nanowire Battery Sales Volume Market Share by Application in 2020
Figure Europe Nanowire Battery Sales (K Units) and Growth Rate ( 2016-2021)
Figure Europe Nanowire Battery Revenue (Million USD) and Growth Rate ( 2016-2021)
Figure Europe Nanowire Battery Sales Price (USD/Unit) Trend ( 2016-2021)
Table Europe Nanowire Battery Sales Volume (K Units) by Players ( 2016-2021)
Table Europe Nanowire Battery Sales Volume Market Share by Players ( 2016-2021)
Figure Europe Nanowire Battery Sales Volume Market Share by Players in 2020
Table Europe Nanowire Battery Sales Volume (K Units) by Type ( 2016-2021)
Table Europe Nanowire Battery Sales Volume Market Share by Type ( 2016-2021)
Figure Europe Nanowire Battery Sales Volume Market Share by Type in 2020
Table Europe Nanowire Battery Sales Volume (K Units) by Application ( 2016-2021)
Table Europe Nanowire Battery Sales Volume Market Share by Application ( 2016-2021)
Figure Europe Nanowire Battery Sales Volume Market Share by Application in 2020
Figure China Nanowire Battery Sales (K Units) and Growth Rate ( 2016-2021)
Figure China Nanowire Battery Revenue (Million USD) and Growth Rate ( 2016-2021)
Figure China Nanowire Battery Sales Price (USD/Unit) Trend ( 2016-2021)
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