Global (North America, Europe, Asia-Pacific, South America, Middle East and Africa) 3D Printing Ceramics Market 2018, Forecast to 2023

Published On: January 2019 | Report ID: 136620 | Category: Chemicals and MaterialsPages: 131

Scope of the Report:

This report focuses on the 3D Printing Ceramics in global market, especially in North America, Europe and Asia-Pacific, South America, Middle East and Africa. This report categorizes the market based on manufacturers, regions, type and application.

The worldwide market for 3D Printing Ceramics is expected to grow at a CAGR of roughly xx% over the next five years, will reach xx million US$ in 2023, from xx million US$ in 2017, according to a new study.

Market Segment by Manufacturers, this report covers

3D Systems Corporation (U.S.)

Viridis 3D LLC (U.S.)

EOS GmbH Electro Optical Systems (Germany)

Renishaw Plc (U.K.)

Tethon 3D (U.S.)

Stratasys Ltd. (U.S.)

Lithoz GmbH (Austria)

Cerum 3D (U.S.)

Market Segment by Regions, regional analysis covers

North America (United States, Canada and Mexico)

Europe (Germany, France, UK, Russia and Italy)

Asia-Pacific (China, Japan, Korea, India and Southeast Asia)

South America (Brazil, Argentina, Colombia etc.)

Middle East and Africa (Saudi Arabia, UAE, Egypt, Nigeria and South Africa)

Market Segment by Type, covers

Glass

Fused Silica

Quartz

Others

Market Segment by Applications, can be divided into

Aerospace & Defense

Healthcare

Automotive

Consumer Goods & Electronics

Manufacturing & Construction

Others

There are 15 Chapters to deeply display the global 3D Printing Ceramics market.

Chapter 1, to describe 3D Printing Ceramics Introduction, product scope, market overview, market opportunities, market risk, market driving force;

Chapter 2, to analyze the top manufacturers of 3D Printing Ceramics, with sales, revenue, and price of 3D Printing Ceramics, in 2016 and 2017;

Chapter 3, to display the competitive situation among the top manufacturers, with sales, revenue and market share in 2016 and 2017;

Chapter 4, to show the global market by regions, with sales, revenue and market share of 3D Printing Ceramics, for each region, from 2013 to 2018;

Chapter 5, 6, 7, 8 and 9, to analyze the market by countries, by type, by application and by manufacturers, with sales, revenue and market share by key countries in these regions;

Chapter 10 and 11, to show the market by type and application, with sales market share and growth rate by type, application, from 2013 to 2018;

Chapter 12, 3D Printing Ceramics market forecast, by regions, type and application, with sales and revenue, from 2018 to 2023;

Chapter 13, 14 and 15, to describe 3D Printing Ceramics sales channel, distributors, traders, dealers, Research Findings and Conclusion, appendix and data source

Table of Contents

1 Market Overview

1.1 3D Printing Ceramics Introduction

1.2 Market Analysis by Type

1.2.1 Glass

1.2.2 Fused Silica

1.2.3 Quartz

1.2.4 Others

1.3 Market Analysis by Applications

1.3.1 Aerospace & Defense

1.3.2 Healthcare

1.3.3 Automotive

1.3.4 Consumer Goods & Electronics

1.3.5 Manufacturing & Construction

1.3.6 Others

1.4 Market Analysis by Regions

1.4.1 North America (United States, Canada and Mexico)

1.4.1.1 United States Market States and Outlook (2013-2023)

1.4.1.2 Canada Market States and Outlook (2013-2023)

1.4.1.3 Mexico Market States and Outlook (2013-2023)

1.4.2 Europe (Germany, France, UK, Russia and Italy)

1.4.2.1 Germany Market States and Outlook (2013-2023)

1.4.2.2 France Market States and Outlook (2013-2023)

1.4.2.3 UK Market States and Outlook (2013-2023)

1.4.2.4 Russia Market States and Outlook (2013-2023)

1.4.2.5 Italy Market States and Outlook (2013-2023)

1.4.3 Asia-Pacific (China, Japan, Korea, India and Southeast Asia)

1.4.3.1 China Market States and Outlook (2013-2023)

1.4.3.2 Japan Market States and Outlook (2013-2023)

1.4.3.3 Korea Market States and Outlook (2013-2023)

1.4.3.4 India Market States and Outlook (2013-2023)

1.4.3.5 Southeast Asia Market States and Outlook (2013-2023)

1.4.4 South America, Middle East and Africa

1.4.4.1 Brazil Market States and Outlook (2013-2023)

1.4.4.2 Egypt Market States and Outlook (2013-2023)

1.4.4.3 Saudi Arabia Market States and Outlook (2013-2023)

1.4.4.4 South Africa Market States and Outlook (2013-2023)

1.4.4.5 Nigeria Market States and Outlook (2013-2023)

1.5 Market Dynamics

1.5.1 Market Opportunities

1.5.2 Market Risk

1.5.3 Market Driving Force

2 Manufacturers Profiles

2.1 3D Systems Corporation (U.S.)

2.1.1 Business Overview

2.1.1.1 3D Systems Corporation (U.S.) Description

2.1.1.2 3D Systems Corporation (U.S.) Headquarter, Main Business and Finance Overview

2.1.2 3D Systems Corporation (U.S.) 3D Printing Ceramics Product Introduction

2.1.2.1 3D Printing Ceramics Production Bases, Sales Regions and Major Competitors

2.1.2.2 3D Printing Ceramics Product Information

2.1.3 3D Systems Corporation (U.S.) 3D Printing Ceramics Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)

2.1.3.1 3D Systems Corporation (U.S.) 3D Printing Ceramics Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)

2.1.3.2 Global 3D Systems Corporation (U.S.) 3D Printing Ceramics Market Share in 2017

2.2 Viridis 3D LLC (U.S.)

2.2.1 Business Overview

2.2.1.1 Viridis 3D LLC (U.S.) Description

2.2.1.2 Viridis 3D LLC (U.S.) Headquarter, Main Business and Finance Overview

2.2.2 Viridis 3D LLC (U.S.) 3D Printing Ceramics Product Introduction

2.2.2.1 3D Printing Ceramics Production Bases, Sales Regions and Major Competitors

2.2.2.2 3D Printing Ceramics Product Information

2.2.3 Viridis 3D LLC (U.S.) 3D Printing Ceramics Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)

2.2.3.1 Viridis 3D LLC (U.S.) 3D Printing Ceramics Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)

2.2.3.2 Global Viridis 3D LLC (U.S.) 3D Printing Ceramics Market Share in 2017

2.3 EOS GmbH Electro Optical Systems (Germany)

2.3.1 Business Overview

2.3.1.1 EOS GmbH Electro Optical Systems (Germany) Description

2.3.1.2 EOS GmbH Electro Optical Systems (Germany) Headquarter, Main Business and Finance Overview

2.3.2 EOS GmbH Electro Optical Systems (Germany) 3D Printing Ceramics Product Introduction

2.3.2.1 3D Printing Ceramics Production Bases, Sales Regions and Major Competitors

2.3.2.2 3D Printing Ceramics Product Information

2.3.3 EOS GmbH Electro Optical Systems (Germany) 3D Printing Ceramics Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)

2.3.3.1 EOS GmbH Electro Optical Systems (Germany) 3D Printing Ceramics Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)

2.3.3.2 Global EOS GmbH Electro Optical Systems (Germany) 3D Printing Ceramics Market Share in 2017

2.4 Renishaw Plc (U.K.)

2.4.1 Business Overview

2.4.1.1 Renishaw Plc (U.K.) Description

2.4.1.2 Renishaw Plc (U.K.) Headquarter, Main Business and Finance Overview

2.4.2 Renishaw Plc (U.K.) 3D Printing Ceramics Product Introduction

2.4.2.1 3D Printing Ceramics Production Bases, Sales Regions and Major Competitors

2.4.2.2 3D Printing Ceramics Product Information

2.4.3 Renishaw Plc (U.K.) 3D Printing Ceramics Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)

2.4.3.1 Renishaw Plc (U.K.) 3D Printing Ceramics Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)

2.4.3.2 Global Renishaw Plc (U.K.) 3D Printing Ceramics Market Share in 2017

2.5 Tethon 3D (U.S.)

2.5.1 Business Overview

2.5.1.1 Tethon 3D (U.S.) Description

2.5.1.2 Tethon 3D (U.S.) Headquarter, Main Business and Finance Overview

2.5.2 Tethon 3D (U.S.) 3D Printing Ceramics Product Introduction

2.5.2.1 3D Printing Ceramics Production Bases, Sales Regions and Major Competitors

2.5.2.2 3D Printing Ceramics Product Information

2.5.3 Tethon 3D (U.S.) 3D Printing Ceramics Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)

2.5.3.1 Tethon 3D (U.S.) 3D Printing Ceramics Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)

2.5.3.2 Global Tethon 3D (U.S.) 3D Printing Ceramics Market Share in 2017

2.6 Stratasys Ltd. (U.S.)

2.6.1 Business Overview

2.6.1.1 Stratasys Ltd. (U.S.) Description

2.6.1.2 Stratasys Ltd. (U.S.) Headquarter, Main Business and Finance Overview

2.6.2 Stratasys Ltd. (U.S.) 3D Printing Ceramics Product Introduction

2.6.2.1 3D Printing Ceramics Production Bases, Sales Regions and Major Competitors

2.6.2.2 3D Printing Ceramics Product Information

2.6.3 Stratasys Ltd. (U.S.) 3D Printing Ceramics Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)

2.6.3.1 Stratasys Ltd. (U.S.) 3D Printing Ceramics Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)

2.6.3.2 Global Stratasys Ltd. (U.S.) 3D Printing Ceramics Market Share in 2017

2.7 Lithoz GmbH (Austria)

2.7.1 Business Overview

2.7.1.1 Lithoz GmbH (Austria) Description

2.7.1.2 Lithoz GmbH (Austria) Headquarter, Main Business and Finance Overview

2.7.2 Lithoz GmbH (Austria) 3D Printing Ceramics Product Introduction

2.7.2.1 3D Printing Ceramics Production Bases, Sales Regions and Major Competitors

2.7.2.2 3D Printing Ceramics Product Information

2.7.3 Lithoz GmbH (Austria) 3D Printing Ceramics Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)

2.7.3.1 Lithoz GmbH (Austria) 3D Printing Ceramics Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)

2.7.3.2 Global Lithoz GmbH (Austria) 3D Printing Ceramics Market Share in 2017

2.8 Cerum 3D (U.S.)

2.8.1 Business Overview

2.8.1.1 Cerum 3D (U.S.) Description

2.8.1.2 Cerum 3D (U.S.) Headquarter, Main Business and Finance Overview

2.8.2 Cerum 3D (U.S.) 3D Printing Ceramics Product Introduction

2.8.2.1 3D Printing Ceramics Production Bases, Sales Regions and Major Competitors

2.8.2.2 3D Printing Ceramics Product Information

2.8.3 Cerum 3D (U.S.) 3D Printing Ceramics Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)

2.8.3.1 Cerum 3D (U.S.) 3D Printing Ceramics Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)

2.8.3.2 Global Cerum 3D (U.S.) 3D Printing Ceramics Market Share in 2017

3 Global 3D Printing Ceramics Market Competition, by Manufacturer

3.1 Global 3D Printing Ceramics Sales and Market Share by Manufacturer (2016-2017)

3.2 Global 3D Printing Ceramics Revenue and Market Share by Manufacturer (2016-2017)

3.3 Global 3D Printing Ceramics Price by Manufacturer (2016-2017)

3.4 Market Concentration Rate

3.4.1 Top 3 3D Printing Ceramics Manufacturer Market Share in 2017

3.4.2 Top 5 3D Printing Ceramics Manufacturer Market Share in 2017

3.5 Market Competition Trend

4 Global 3D Printing Ceramics Market Analysis by Regions

4.1 Global 3D Printing Ceramics Sales, Revenue and Market Share by Regions

4.1.1 Global 3D Printing Ceramics Sales by Regions (2013-2018)

4.1.2 Global 3D Printing Ceramics Revenue by Regions (2013-2018)

4.2 North America 3D Printing Ceramics Sales, Revenue and Growth Rate (2013-2018)

4.3 Europe 3D Printing Ceramics Sales, Revenue and Growth Rate (2013-2018)

4.4 Asia-Pacific 3D Printing Ceramics Sales, Revenue and Growth Rate (2013-2018)

4.5 South America 3D Printing Ceramics Sales, Revenue and Growth Rate (2013-2018)

4.6 Middle East and Africa 3D Printing Ceramics Sales, Revenue and Growth Rate (2013-2018)

5 North America 3D Printing Ceramics by Countries, Type, Application and Manufacturers

5.1 North America 3D Printing Ceramics Sales, Revenue and Market Share by Countries

5.1.1 North America 3D Printing Ceramics Sales by Countries (2013-2018)

5.1.2 North America 3D Printing Ceramics Revenue by Countries (2013-2018)

5.1.3 United States 3D Printing Ceramics Sales and Growth Rate (2013-2018)

5.1.4 Canada 3D Printing Ceramics Sales and Growth Rate (2013-2018)

5.1.5 Mexico 3D Printing Ceramics Sales and Growth Rate (2013-2018)

5.2 North America 3D Printing Ceramics Sales and Revenue (Value) by Manufacturers (2016-2017)

5.2.1 North America 3D Printing Ceramics Sales by Manufacturers (2016-2017)

5.2.2 North America 3D Printing Ceramics Revenue by Manufacturers (2016-2017)

5.3 North America 3D Printing Ceramics Sales, Revenue and Market Share by Type (2013-2018)

5.3.1 North America 3D Printing Ceramics Sales and Sales Share by Type (2013-2018)

5.3.2 North America 3D Printing Ceramics Revenue and Revenue Share by Type (2013-2018)

5.4 North America 3D Printing Ceramics Sales, Revenue and Market Share by Application (2013-2018)

5.4.1 North America 3D Printing Ceramics Sales and Sales Share by Application (2013-2018)

5.4.2 North America 3D Printing Ceramics Revenue and Revenue Share by Application (2013-2018)

6 Europe 3D Printing Ceramics by Countries, Type, Application and Manufacturers

6.1 Europe 3D Printing Ceramics Sales, Revenue and Market Share by Countries

6.1.1 Europe 3D Printing Ceramics Sales by Countries (2013-2018)

6.1.2 Europe 3D Printing Ceramics Revenue by Countries (2013-2018)

6.1.3 Germany 3D Printing Ceramics Sales and Growth Rate (2013-2018)

6.1.4 UK 3D Printing Ceramics Sales and Growth Rate (2013-2018)

6.1.5 France 3D Printing Ceramics Sales and Growth Rate (2013-2018)

6.1.6 Russia 3D Printing Ceramics Sales and Growth Rate (2013-2018)

6.1.7 Italy 3D Printing Ceramics Sales and Growth Rate (2013-2018)

6.2 Europe 3D Printing Ceramics Sales and Revenue (Value) by Manufacturers (2016-2017)

6.2.1 Europe 3D Printing Ceramics Sales by Manufacturers (2016-2017)

6.2.2 Europe 3D Printing Ceramics Revenue by Manufacturers (2016-2017)

6.3 Europe 3D Printing Ceramics Sales, Revenue and Market Share by Type (2013-2018)

6.3.1 Europe 3D Printing Ceramics Sales and Sales Share by Type (2013-2018)

6.3.2 Europe 3D Printing Ceramics Revenue and Revenue Share by Type (2013-2018)

6.4 Europe 3D Printing Ceramics Sales, Revenue and Market Share by Application (2013-2018)

6.4.1 Europe 3D Printing Ceramics Sales and Sales Share by Application (2013-2018)

6.4.2 Europe 3D Printing Ceramics Revenue and Revenue Share by Application (2013-2018)

7 Asia-Pacific 3D Printing Ceramics by Countries, Type, Application and Manufacturers

7.1 Asia-Pacific 3D Printing Ceramics Sales, Revenue and Market Share by Countries

7.1.1 Asia-Pacific 3D Printing Ceramics Sales by Countries (2013-2018)

7.1.2 Asia-Pacific 3D Printing Ceramics Revenue by Countries (2013-2018)

7.1.3 China 3D Printing Ceramics Sales and Growth Rate (2013-2018)

7.1.4 Japan 3D Printing Ceramics Sales and Growth Rate (2013-2018)

7.1.5 Korea 3D Printing Ceramics Sales and Growth Rate (2013-2018)

7.1.6 India 3D Printing Ceramics Sales and Growth Rate (2013-2018)

7.1.7 Southeast Asia 3D Printing Ceramics Sales and Growth Rate (2013-2018)

7.2 Asia-Pacific 3D Printing Ceramics Sales and Revenue (Value) by Manufacturers (2016-2017)

7.2.1 Asia-Pacific 3D Printing Ceramics Sales by Manufacturers (2016-2017)

7.2.2 Asia-Pacific 3D Printing Ceramics Revenue by Manufacturers (2016-2017)

7.3 Asia-Pacific 3D Printing Ceramics Sales, Revenue and Market Share by Type (2013-2018)

7.3.1 Asia-Pacific 3D Printing Ceramics Sales and Sales Share by Type (2013-2018)

7.3.2 Asia-Pacific 3D Printing Ceramics Revenue and Revenue Share by Type (2013-2018)

7.4 Asia-Pacific 3D Printing Ceramics Sales, Revenue and Market Share by Application (2013-2018)

7.4.1 Asia-Pacific 3D Printing Ceramics Sales and Sales Share by Application (2013-2018)

7.4.2 Asia-Pacific 3D Printing Ceramics Revenue and Revenue Share by Application (2013-2018)

8 South America 3D Printing Ceramics by Countries, Type, Application and Manufacturers

8.1 South America 3D Printing Ceramics Sales, Revenue and Market Share by Countries

8.1.1 South America 3D Printing Ceramics Sales by Countries (2013-2018)

8.1.2 South America 3D Printing Ceramics Revenue by Countries (2013-2018)

8.1.3 Brazil 3D Printing Ceramics Sales and Growth Rate (2013-2018)

8.1.4 Argentina 3D Printing Ceramics Sales and Growth Rate (2013-2018)

8.1.5 Colombia 3D Printing Ceramics Sales and Growth Rate (2013-2018)

8.2 South America 3D Printing Ceramics Sales and Revenue (Value) by Manufacturers (2016-2017)

8.2.1 South America 3D Printing Ceramics Sales by Manufacturers (2016-2017)

8.2.2 South America 3D Printing Ceramics Revenue by Manufacturers (2016-2017)

8.3 South America 3D Printing Ceramics Sales, Revenue and Market Share by Type (2013-2018)

8.3.1 South America 3D Printing Ceramics Sales and Sales Share by Type (2013-2018)

8.3.2 South America 3D Printing Ceramics Revenue and Revenue Share by Type (2013-2018)

8.4 South America 3D Printing Ceramics Sales, Revenue and Market Share by Application (2013-2018)

8.4.1 South America 3D Printing Ceramics Sales and Sales Share by Application (2013-2018)

8.4.2 South America 3D Printing Ceramics Revenue and Revenue Share by Application (2013-2018)

9 Middle East and Africa 3D Printing Ceramics by Countries, Type, Application and Manufacturers

9.1 Middle East and Africa 3D Printing Ceramics Sales, Revenue and Market Share by Countries

9.1.1 Middle East and Africa 3D Printing Ceramics Sales by Countries (2013-2018)

9.1.2 Middle East and Africa 3D Printing Ceramics Revenue by Countries (2013-2018)

9.1.3 Saudi Arabia 3D Printing Ceramics Sales and Growth Rate (2013-2018)

9.1.4 UAE 3D Printing Ceramics Sales and Growth Rate (2013-2018)

9.1.5 Egypt 3D Printing Ceramics Sales and Growth Rate (2013-2018)

9.1.6 Nigeria 3D Printing Ceramics Sales and Growth Rate (2013-2018)

9.1.7 South Africa 3D Printing Ceramics Sales and Growth Rate (2013-2018)

9.2 Middle East and Africa 3D Printing Ceramics Sales and Revenue (Value) by Manufacturers (2016-2017)

9.2.1 Middle East and Africa 3D Printing Ceramics Sales by Manufacturers (2016-2017)

9.2.2 Middle East and Africa 3D Printing Ceramics Revenue by Manufacturers (2016-2017)

9.3 Middle East and Africa 3D Printing Ceramics Sales, Revenue and Market Share by Type (2013-2018)

9.3.1 Middle East and Africa 3D Printing Ceramics Sales and Sales Share by Type (2013-2018)

9.3.1 Middle East and Africa 3D Printing Ceramics Revenue and Revenue Share by Type (2013-2018)

9.4 Middle East and Africa 3D Printing Ceramics Sales, Revenue and Market Share by Application (2013-2018)

9.4.1 Middle East and Africa 3D Printing Ceramics Sales and Sales Share by Application (2013-2018)

9.4.2 Middle East and Africa 3D Printing Ceramics Revenue and Revenue Share by Application (2013-2018)

10 Global 3D Printing Ceramics Market Segment by Type

10.1 Global 3D Printing Ceramics Sales, Revenue and Market Share by Type (2013-2018)

10.1.1 Global 3D Printing Ceramics Sales and Market Share by Type (2013-2018)

10.1.2 Global 3D Printing Ceramics Revenue and Market Share by Type (2013-2018)

10.2 Glass Sales Growth and Price

10.2.1 Global Glass Sales Growth (2013-2018)

10.2.2 Global Glass Price (2013-2018)

10.3 Fused Silica Sales Growth and Price

10.3.1 Global Fused Silica Sales Growth (2013-2018)

10.3.2 Global Fused Silica Price (2013-2018)

10.4 Quartz Sales Growth and Price

10.4.1 Global Quartz Sales Growth (2013-2018)

10.4.2 Global Quartz Price (2013-2018)

10.5 Others Sales Growth and Price

10.5.1 Global Others Sales Growth (2013-2018)

10.5.2 Global Others Price (2013-2018)

11 Global 3D Printing Ceramics Market Segment by Application

11.1 Global 3D Printing Ceramics Sales Market Share by Application (2013-2018)

11.2 Aerospace & Defense Sales Growth (2013-2018)

11.3 Healthcare Sales Growth (2013-2018)

11.4 Automotive Sales Growth (2013-2018)

11.5 Consumer Goods & Electronics Sales Growth (2013-2018)

11.6 Manufacturing & Construction Sales Growth (2013-2018)

11.7 Others Sales Growth (2013-2018)

12 3D Printing Ceramics Market Forecast (2018-2023)

12.1 Global 3D Printing Ceramics Sales, Revenue and Growth Rate (2018-2023)

12.2 3D Printing Ceramics Market Forecast by Regions (2018-2023)

12.2.1 North America 3D Printing Ceramics Market Forecast (2018-2023)

12.2.2 Europe 3D Printing Ceramics Market Forecast (2018-2023)

12.2.3 Asia-Pacific 3D Printing Ceramics Market Forecast (2018-2023)

12.2.4 South America 3D Printing Ceramics Market Forecast (2018-2023)

12.2.5 Middle East and Africa 3D Printing Ceramics Market Forecast (2018-2023)

12.3 3D Printing Ceramics Market Forecast by Type (2018-2023)

12.3.1 Global 3D Printing Ceramics Sales Forecast by Type (2018-2023)

12.3.2 Global 3D Printing Ceramics Market Share Forecast by Type (2018-2023)

12.4 3D Printing Ceramics Market Forecast by Application (2018-2023)

12.4.1 Global 3D Printing Ceramics Sales Forecast by Application (2018-2023)

12.4.2 Global 3D Printing Ceramics Market Share Forecast by Application (2018-2023)

13 Sales Channel, Distributors, Traders and Dealers

13.1 Sales Channel

13.1.1 Direct Marketing

13.1.2 Indirect Marketing

13.1.3 Marketing Channel Future Trend

13.2 Distributors, Traders and Dealers

14 Research Findings and Conclusion

15 Appendix

15.1 Methodology

15.2 Data Source

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