Global (North America, Europe and Asia-Pacific, South America, Middle East and Africa) Forging Market 2018 Forecast to 2023
Published On: May 2018
 
Report ID:236206
 
Category: Chemicals
 
Pages: 108




Forging is a manufacturing process involving the shaping of metal using localized compressive forces. The blows are delivered with a hammer (often a power hammer) or a die. Forging is often classified according to the temperature at which it is performed: cold forging (a type of cold working), warm forging, or hot forging (a type of hot working). For the latter two, the metal is heated, usually in a forge. Forged parts can range in weight from less than a kilogram to hundreds of metric tons. Forging has been done by smiths for millennia; the traditional products were kitchenware, hardware, hand tools, edged weapons, cymbals, and jewellery. Since the Industrial Revolution, forged parts are widely used in mechanisms and machines wherever a component requires high strength; such forgings usually require further processing (such as machining) to achieve a finished part. Today, forging is a major worldwide industry.
Scope of the Report:
This report focuses on the Forging 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.
Market Segment by Manufacturers, this report covers
Precision Castparts Corp
Arconic
Nippon Steel & Sumitomo Metal
KOBELCO
Thyssenkrupp
Aichi Steel
Eramet Group
American Axle & Manufacturing Holdings
Bharat Forge Limited
Avic Heavy Machinery
VSMPO-AVISMA
Allegheny Technologies
WanXiang
FAW
VDM Metals
Mahindra Forgings Europe
JSW
CITIC Heavy Industries
Scot Forge
Farinia Group
Longcheng Forging
KITZ Corporation
Tongyu Heavy Industry
Sinotruck
Dongfeng Forging
Jiangsu Pacific Precision Forging
China National Erzhong Group
China First Heavy Industries
Sypris Solutions
Ashok Leyland Limited
Kalyani Forge Ltd
Ellwood Group
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
Closed Die Forgings
Open Die Forgings
Rolled Rings Forgings
Market Segment by Applications, can be divided into
Automotive
Aerospace
Agricultural
General Industrial
Other
There are 15 Chapters to deeply display the global Forging market.
Chapter 1, to describe Forging Introduction, product scope, market overview, market opportunities, market risk, market driving force;
Chapter 2, to analyze the top manufacturers of Forging, with sales, revenue, and price of Forging, 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 Forging, 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, Forging market forecast, by regions, type and application, with sales and revenue, from 2018 to 2023;
Chapter 13, 14 and 15, to describe Forging sales channel, distributors, traders, dealers, Research Findings and Conclusion, appendix and data source
Table of Contents
1 Market Overview
1.1 Forging Introduction
1.2 Market Analysis by Type
1.2.1 Closed Die Forgings
1.2.2 Open Die Forgings
1.2.3 Rolled Rings Forgings
1.3 Market Analysis by Applications
1.3.1 Automotive
1.3.2 Aerospace
1.3.3 Agricultural
1.3.4 General Industrial
1.3.5 Other
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 Precision Castparts Corp
2.1.1 Business Overview
2.1.2 Forging Type and Applications
2.1.2.1 Type 1
2.1.2.2 Type 2
2.1.3 Precision Castparts Corp Forging Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)
2.2 Arconic
2.2.1 Business Overview
2.2.2 Forging Type and Applications
2.2.2.1 Type 1
2.2.2.2 Type 2
2.2.3 Arconic Forging Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)
2.3 Nippon Steel & Sumitomo Metal
2.3.1 Business Overview
2.3.2 Forging Type and Applications
2.3.2.1 Type 1
2.3.2.2 Type 2
2.3.3 Nippon Steel & Sumitomo Metal Forging Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)
2.4 KOBELCO
2.4.1 Business Overview
2.4.2 Forging Type and Applications
2.4.2.1 Type 1
2.4.2.2 Type 2
2.4.3 KOBELCO Forging Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)
2.5 Thyssenkrupp
2.5.1 Business Overview
2.5.2 Forging Type and Applications
2.5.2.1 Type 1
2.5.2.2 Type 2
2.5.3 Thyssenkrupp Forging Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)
2.6 Aichi Steel
2.6.1 Business Overview
2.6.2 Forging Type and Applications
2.6.2.1 Type 1
2.6.2.2 Type 2
2.6.3 Aichi Steel Forging Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)
2.7 Eramet Group
2.7.1 Business Overview
2.7.2 Forging Type and Applications
2.7.2.1 Type 1
2.7.2.2 Type 2
2.7.3 Eramet Group Forging Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)
2.8 American Axle & Manufacturing Holdings
2.8.1 Business Overview
2.8.2 Forging Type and Applications
2.8.2.1 Type 1
2.8.2.2 Type 2
2.8.3 American Axle & Manufacturing Holdings Forging Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)
2.9 Bharat Forge Limited
2.9.1 Business Overview
2.9.2 Forging Type and Applications
2.9.2.1 Type 1
2.9.2.2 Type 2
2.9.3 Bharat Forge Limited Forging Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)
2.10 Avic Heavy Machinery
2.10.1 Business Overview
2.10.2 Forging Type and Applications
2.10.2.1 Type 1
2.10.2.2 Type 2
2.10.3 Avic Heavy Machinery Forging Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)
2.11 VSMPO-AVISMA
2.11.1 Business Overview
2.11.2 Forging Type and Applications
2.11.2.1 Type 1
2.11.2.2 Type 2
2.11.3 VSMPO-AVISMA Forging Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)
2.12 Allegheny Technologies
2.12.1 Business Overview
2.12.2 Forging Type and Applications
2.12.2.1 Type 1
2.12.2.2 Type 2
2.12.3 Allegheny Technologies Forging Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)
2.13 WanXiang
2.13.1 Business Overview
2.13.2 Forging Type and Applications
2.13.2.1 Type 1
2.13.2.2 Type 2
2.13.3 WanXiang Forging Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)
2.14 FAW
2.14.1 Business Overview
2.14.2 Forging Type and Applications
2.14.2.1 Type 1
2.14.2.2 Type 2
2.14.3 FAW Forging Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)
2.15 VDM Metals
2.15.1 Business Overview
2.15.2 Forging Type and Applications
2.15.2.1 Type 1
2.15.2.2 Type 2
2.15.3 VDM Metals Forging Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)
2.16 Mahindra Forgings Europe
2.16.1 Business Overview
2.16.2 Forging Type and Applications
2.16.2.1 Type 1
2.16.2.2 Type 2
2.16.3 Mahindra Forgings Europe Forging Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)
2.17 JSW
2.17.1 Business Overview
2.17.2 Forging Type and Applications
2.17.2.1 Type 1
2.17.2.2 Type 2
2.17.3 JSW Forging Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)
2.18 CITIC Heavy Industries
2.18.1 Business Overview
2.18.2 Forging Type and Applications
2.18.2.1 Type 1
2.18.2.2 Type 2
2.18.3 CITIC Heavy Industries Forging Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)
2.19 Scot Forge
2.19.1 Business Overview
2.19.2 Forging Type and Applications
2.19.2.1 Type 1
2.19.2.2 Type 2
2.19.3 Scot Forge Forging Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)
2.20 Farinia Group
2.20.1 Business Overview
2.20.2 Forging Type and Applications
2.20.2.1 Type 1
2.20.2.2 Type 2
2.20.3 Farinia Group Forging Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)
2.21 Longcheng Forging
2.21.1 Business Overview
2.2.2 Forging Type and Applications
2.21.2.1 Type 1
2.21.2.2 Type 2
2.21.3 Longcheng Forging Forging Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)
2.22 KITZ Corporation
2.22.1 Business Overview
2.22.2 Forging Type and Applications
2.22.2.1 Type 1
2.22.2.2 Type 2
2.22.3 KITZ Corporation Forging Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)
2.23 Tongyu Heavy Industry
2.23.1 Business Overview
2.23.2 Forging Type and Applications
2.23.2.1 Type 1
2.23.2.2 Type 2
2.23.3 Tongyu Heavy Industry Forging Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)
2.24 Sinotruck
2.24.1 Business Overview
2.24.2 Forging Type and Applications
2.24.2.1 Type 1
2.24.2.2 Type 2
2.24.3 Sinotruck Forging Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)
2.25 Dongfeng Forging
2.25.1 Business Overview
2.25.2 Forging Type and Applications
2.25.2.1 Type 1
2.25.2.2 Type 2
2.25.3 Dongfeng Forging Forging Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)
2.26 Jiangsu Pacific Precision Forging
2.26.1 Business Overview
2.26.2 Forging Type and Applications
2.26.2.1 Type 1
2.26.2.2 Type 2
2.26.3 Jiangsu Pacific Precision Forging Forging Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)
2.27 China National Erzhong Group
2.27.1 Business Overview
2.27.2 Forging Type and Applications
2.27.2.1 Type 1
2.27.2.2 Type 2
2.27.3 China National Erzhong Group Forging Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)
2.28 China First Heavy Industries
2.28.1 Business Overview
2.28.2 Forging Type and Applications
2.28.2.1 Type 1
2.28.2.2 Type 2
2.28.3 China First Heavy Industries Forging Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)
2.29 Sypris Solutions
2.29.1 Business Overview
2.29.2 Forging Type and Applications
2.29.2.1 Type 1
2.29.2.2 Type 2
2.29.3 Sypris Solutions Forging Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)
2.30 Ashok Leyland Limited
2.30.1 Business Overview
2.30.2 Forging Type and Applications
2.30.2.1 Type 1
2.30.2.2 Type 2
2.30.3 Ashok Leyland Limited Forging Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)
2.31 Kalyani Forge Ltd
2.31.1 Business Overview
2.31.2 Forging Type and Applications
2.31.2.1 Type 1
2.31.2.2 Type 2
2.31.3 Kalyani Forge Ltd Forging Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)
2.32 Ellwood Group
2.32.1 Business Overview
2.32.2 Forging Type and Applications
2.32.2.1 Type 1
2.32.2.2 Type 2
2.32.3 Ellwood Group Forging Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)
3 Global Forging Market Competition, by Manufacturer
3.1 Global Forging Sales and Market Share by Manufacturer (2016-2017)
3.2 Global Forging Revenue and Market Share by Manufacturer (2016-2017)
3.3 Global Forging Price by Manufacturer (2016-2017)
3.4 Market Concentration Rate
3.4.1 Top 3 Forging Manufacturer Market Share in 2017
3.4.2 Top 5 Forging Manufacturer Market Share in 2017
3.5 Market Competition Trend
4 Global Forging Market Analysis by Regions
4.1 Global Forging Sales, Revenue and Market Share by Regions
4.1.1 Global Forging Sales by Regions (2013-2018)
4.1.2 Global Forging Revenue by Regions (2013-2018)
4.2 North America Forging Sales, Revenue and Growth Rate (2013-2018)
4.3 Europe Forging Sales, Revenue and Growth Rate (2013-2018)
4.4 Asia-Pacific Forging Sales, Revenue and Growth Rate (2013-2018)
4.5 South America Forging Sales, Revenue and Growth Rate (2013-2018)
4.6 Middle East and Africa Forging Sales, Revenue and Growth Rate (2013-2018)
5 North America Forging by Countries, Type, Application and Manufacturers
5.1 North America Forging Sales, Revenue and Market Share by Countries
5.1.1 North America Forging Sales by Countries (2013-2018)
5.1.2 North America Forging Revenue by Countries (2013-2018)
5.1.3 United States Forging Sales and Growth Rate (2013-2018)
5.1.4 Canada Forging Sales and Growth Rate (2013-2018)
5.1.5 Mexico Forging Sales and Growth Rate (2013-2018)
5.2 North America Forging Sales and Revenue (Value) by Manufacturers (2016-2017)
5.2.1 North America Forging Sales by Manufacturers (2016-2017)
5.2.2 North America Forging Revenue by Manufacturers (2016-2017)
5.3 North America Forging Sales, Revenue and Market Share by Type (2013-2018)
5.3.1 North America Forging Sales and Sales Share by Type (2013-2018)
5.3.2 North America Forging Revenue and Revenue Share by Type (2013-2018)
5.4 North America Forging Sales, Revenue and Market Share by Application (2013-2018)
5.4.1 North America Forging Sales and Sales Share by Application (2013-2018)
5.4.2 North America Forging Revenue and Revenue Share by Application (2013-2018)
6 Europe Forging by Countries, Type, Application and Manufacturers
6.1 Europe Forging Sales, Revenue and Market Share by Countries
6.1.1 Europe Forging Sales by Countries (2013-2018)
6.1.2 Europe Forging Revenue by Countries (2013-2018)
6.1.3 Germany Forging Sales and Growth Rate (2013-2018)
6.1.4 UK Forging Sales and Growth Rate (2013-2018)
6.1.5 France Forging Sales and Growth Rate (2013-2018)
6.1.6 Russia Forging Sales and Growth Rate (2013-2018)
6.1.7 Italy Forging Sales and Growth Rate (2013-2018)
6.2 Europe Forging Sales and Revenue (Value) by Manufacturers (2016-2017)
6.2.1 Europe Forging Sales by Manufacturers (2016-2017)
6.2.2 Europe Forging Revenue by Manufacturers (2016-2017)
6.3 Europe Forging Sales, Revenue and Market Share by Type (2013-2018)
6.3.1 Europe Forging Sales and Sales Share by Type (2013-2018)
6.3.2 Europe Forging Revenue and Revenue Share by Type (2013-2018)
6.4 Europe Forging Sales, Revenue and Market Share by Application (2013-2018)
6.4.1 Europe Forging Sales and Sales Share by Application (2013-2018)
6.4.2 Europe Forging Revenue and Revenue Share by Application (2013-2018)
7 Asia-Pacific Forging by Countries, Type, Application and Manufacturers
7.1 Asia-Pacific Forging Sales, Revenue and Market Share by Countries
7.1.1 Asia-Pacific Forging Sales by Countries (2013-2018)
7.1.2 Asia-Pacific Forging Revenue by Countries (2013-2018)
7.1.3 China Forging Sales and Growth Rate (2013-2018)
7.1.4 Japan Forging Sales and Growth Rate (2013-2018)
7.1.5 Korea Forging Sales and Growth Rate (2013-2018)
7.1.6 India Forging Sales and Growth Rate (2013-2018)
7.1.7 Southeast Asia Forging Sales and Growth Rate (2013-2018)
7.2 Asia-Pacific Forging Sales and Revenue (Value) by Manufacturers (2016-2017)
7.2.1 Asia-Pacific Forging Sales by Manufacturers (2016-2017)
7.2.2 Asia-Pacific Forging Revenue by Manufacturers (2016-2017)
7.3 Asia-Pacific Forging Sales, Revenue and Market Share by Type (2013-2018)
7.3.1 Asia-Pacific Forging Sales and Sales Share by Type (2013-2018)
7.3.2 Asia-Pacific Forging Revenue and Revenue Share by Type (2013-2018)
7.4 Asia-Pacific Forging Sales, Revenue and Market Share by Application (2013-2018)
7.4.1 Asia-Pacific Forging Sales and Sales Share by Application (2013-2018)
7.4.2 Asia-Pacific Forging Revenue and Revenue Share by Application (2013-2018)
8 South America Forging by Countries, Type, Application and Manufacturers
8.1 South America Forging Sales, Revenue and Market Share by Countries
8.1.1 South America Forging Sales by Countries (2013-2018)
8.1.2 South America Forging Revenue by Countries (2013-2018)
8.1.3 Brazil Forging Sales and Growth Rate (2013-2018)
8.1.4 Argentina Forging Sales and Growth Rate (2013-2018)
8.1.5 Colombia Forging Sales and Growth Rate (2013-2018)
8.2 South America Forging Sales and Revenue (Value) by Manufacturers (2016-2017)
8.2.1 South America Forging Sales by Manufacturers (2016-2017)
8.2.2 South America Forging Revenue by Manufacturers (2016-2017)
8.3 South America Forging Sales, Revenue and Market Share by Type (2013-2018)
8.3.1 South America Forging Sales and Sales Share by Type (2013-2018)
8.3.2 South America Forging Revenue and Revenue Share by Type (2013-2018)
8.4 South America Forging Sales, Revenue and Market Share by Application (2013-2018)
8.4.1 South America Forging Sales and Sales Share by Application (2013-2018)
8.4.2 South America Forging Revenue and Revenue Share by Application (2013-2018)
9 Middle East and Africa Forging by Countries, Type, Application and Manufacturers
9.1 Middle East and Africa Forging Sales, Revenue and Market Share by Countries
9.1.1 Middle East and Africa Forging Sales by Countries (2013-2018)
9.1.2 Middle East and Africa Forging Revenue by Countries (2013-2018)
9.1.3 Saudi Arabia Forging Sales and Growth Rate (2013-2018)
9.1.4 UAE Forging Sales and Growth Rate (2013-2018)
9.1.5 Egypt Forging Sales and Growth Rate (2013-2018)
9.1.6 Nigeria Forging Sales and Growth Rate (2013-2018)
9.1.7 South Africa Forging Sales and Growth Rate (2013-2018)
9.2 Middle East and Africa Forging Sales and Revenue (Value) by Manufacturers (2016-2017)
9.2.1 Middle East and Africa Forging Sales by Manufacturers (2016-2017)
9.2.2 Middle East and Africa Forging Revenue by Manufacturers (2016-2017)
9.3 Middle East and Africa Forging Sales, Revenue and Market Share by Type (2013-2018)
9.3.1 Middle East and Africa Forging Sales and Sales Share by Type (2013-2018)
9.3.1 Middle East and Africa Forging Revenue and Revenue Share by Type (2013-2018)
9.4 Middle East and Africa Forging Sales, Revenue and Market Share by Application (2013-2018)
9.4.1 Middle East and Africa Forging Sales and Sales Share by Application (2013-2018)
9.4.2 Middle East and Africa Forging Revenue and Revenue Share by Application (2013-2018)
10 Global Forging Market Segment by Type
10.1 Global Forging Sales, Revenue and Market Share by Type (2013-2018)
10.1.1 Global Forging Sales and Market Share by Type (2013-2018)
10.1.2 Global Forging Revenue and Market Share by Type (2013-2018)
10.2 Closed Die Forgings Sales Growth and Price
10.2.1 Global Closed Die Forgings Sales Growth (2013-2018)
10.2.2 Global Closed Die Forgings Price (2013-2018)
10.3 Open Die Forgings Sales Growth and Price
10.3.1 Global Open Die Forgings Sales Growth (2013-2018)
10.3.2 Global Open Die Forgings Price (2013-2018)
10.4 Rolled Rings Forgings Sales Growth and Price
10.4.1 Global Rolled Rings Forgings Sales Growth (2013-2018)
10.4.2 Global Rolled Rings Forgings Price (2013-2018)
11 Global Forging Market Segment by Application
11.1 Global Forging Sales Market Share by Application (2013-2018)
11.2 Automotive Sales Growth (2013-2018)
11.3 Aerospace Sales Growth (2013-2018)
11.4 Agricultural Sales Growth (2013-2018)
11.5 General Industrial Sales Growth (2013-2018)
11.6 Other Sales Growth (2013-2018)
12 Forging Market Forecast (2018-2023)
12.1 Global Forging Sales, Revenue and Growth Rate (2018-2023)
12.2 Forging Market Forecast by Regions (2018-2023)
12.2.1 North America Forging Market Forecast (2018-2023)
12.2.2 Europe Forging Market Forecast (2018-2023)
12.2.3 Asia-Pacific Forging Market Forecast (2018-2023)
12.2.4 South America Forging Market Forecast (2018-2023)
12.2.5 Middle East and Africa Forging Market Forecast (2018-2023)
12.3 Forging Market Forecast by Type (2018-2023)
12.3.1 Global Forging Sales Forecast by Type (2018-2023)
12.3.2 Global Forging Market Share Forecast by Type (2018-2023)
12.4 Forging Market Forecast by Application (2018-2023)
12.4.1 Global Forging Sales Forecast by Application (2018-2023)
12.4.2 Global Forging 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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