Fiberglass Market (Glass Type: S-Glass, C-Glass, E-Glass, ECR-Glass, and Others; Application: Automotive & Transportation, Aerospace & Defense, Wind Energy, Construction, Marine, and Sports & Leisure) – Global Industry Analysis, Size, Share, Growth, Trend

Fiberglass Market (Glass Type: S-Glass, C-Glass, E-Glass, ECR-Glass, and Others; Application: Automotive & Transportation, Aerospace & Defense, Wind Energy, Construction, Marine, and Sports & Leisure) – Global Industry Analysis, Size, Share, Growth, Trends, and Forecast, 2023-2031


Fiberglass Market – Scope of Report

TMR’s report on the global fiberglass market studies the past as well as the current growth trends and opportunities to gain valuable insights of the indicators of the market during the forecast period from 2023 to 2031. The report provides revenue of the global fiberglass market for the period 2017–2031, considering 2023 as the base year and 2031 as the forecast year. The report also provides the compound annual growth rate (CAGR %) of the global fiberglass market from 2023 to 2031.

The report has been prepared after an extensive research. Primary research involved bulk of the research efforts, wherein analysts carried out interviews with key opinion leaders, industry leaders, and opinion makers. Secondary research involved referring to key players’ product literature, annual reports, press releases, and relevant documents to understand the fiberglass market.

Secondary research also included Internet sources, statistical data from government agencies, websites, and trade associations. Analysts employed a combination of top-down and bottom-up approaches to study various attributes of the global fiberglass market.

The report includes an elaborate executive summary, along with a snapshot of the growth behavior of various segments included in the scope of the study. Moreover, the report throws light on the changing competitive dynamics in the global fiberglass market. These serve as valuable tools for existing market players as well as for entities interested in participating in the global fiberglass market.

The report delves into the competitive landscape of the global fiberglass market. Key players operating in the global fiberglass market have been identified and each one of these has been profiled in terms of various attributes. Company overview, financial standings, recent developments, and SWOT are the attributes of players in the global fiberglass market profiled in this report.

Key Questions Answered in Global fiberglass Market Report
  • What is the sales/revenue generated by fiberglass across all regions during the forecast period?
  • What are the opportunities in the global fiberglass market?
  • What are the major drivers, restraints, opportunities, and threats in the market?
  • Which regional market is set to expand at the fastest CAGR during the forecast period?
  • Which segment is expected to generate the highest revenue globally in 2031?
  • Which segment is projected to expand at the highest CAGR during the forecast period?
  • What are the market positions of different companies operating in the global market?
Fiberglass Market – Research Objectives and Research Approach

The comprehensive report on the global fiberglass market begins with an overview, followed by the scope and objectives of the study. The report provides detailed explanation of the objectives behind this study and key vendors and distributors operating in the market and regulatory scenario for approval of products.

For reading comprehensibility, the report has been compiled in a chapter-wise layout, with each section divided into smaller ones. The report comprises an exhaustive collection of graphs and tables that are appropriately interspersed. Pictorial representation of actual and projected values of key segments is visually appealing to readers. This also allows comparison of the market shares of key segments in the past and at the end of the forecast period.

The report analyzes the global fiberglass market in terms of product, end-user, and region. Key segments under each criterion have been studied at length, and the market share for each of these at the end of 2031 has been provided. Such valuable insights enable market stakeholders in making informed business decisions for investment in the global fiberglass market.


1. Executive Summary
1.1. Global Market Outlook
1.2. Demand Side Trends
1.3. Key Facts and Figures
1.4. Trends Impacting Market
1.5. TMR’s Growth Opportunity Wheel
2. Market Overview
2.1. Market Segmentation
2.2. Key Developments
2.3. Market Definitions
2.4. Key Market Trends
2.5. Market Dynamics
  2.5.1. Drivers
  2.5.2. Restraints
  2.5.3. Opportunities
2.6. Global Fiberglass Market Analysis and Forecasts, 2023-2031
  2.6.1. Global Fiberglass Market Volume (Tons)
  2.6.2. Global Fiberglass Market Revenue (US$ Bn)
2.7. Porter’s Five Forces Analysis
2.8. Regulatory Landscape
2.9. Value Chain Analysis
  2.9.1. List of Manufacturers
  2.9.2. List of Dealer/Distributors
  2.9.3. List of Potential Customers
2.10. Product Specification Analysis
2.11. Production Overview
2.12. Cost Structure Analysis
3. COVID-19 Impact Analysis
3.1. Impact on the Supply Chain of Fiberglass
3.2. Impact on the Demand of Fiberglass – Pre & Post Crisis
4. Impact of Current Geopolitical Scenario on Market
5. Production Output Analysis (Tons)
5.1. North America
5.2. Europe
5.3. Asia Pacific
5.4. Latin America
5.5. Middle East & Africa
6. Price Trend Analysis and Forecast (US$/Ton), 2023-2031
6.1. Price Comparison Analysis by Glass Type
6.2. Price Comparison Analysis by Region
7. Global Fiberglass Market Analysis and Forecast, by Glass Type, 2023–2031
7.1. Introduction and Definitions
7.2. Global Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Glass Type, 2023–2031
  7.2.1. S-Glass
  7.2.2. C-Glass
  7.2.3. E-Glass
  7.2.4. ECR-Glass
  7.2.5. Others
7.3. Global Fiberglass Market Attractiveness, by Glass Type
8. Global Fiberglass Market Analysis and Forecast, by Product Type, 2023–2031
8.1. Introduction and Definitions
8.2. Global Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Product Type, 2023–2031
  8.2.1. Rovings
  8.2.2. Mats
  8.2.3. Strands
  8.2.4. Fabrics
8.3. Global Fiberglass Market Attractiveness, by Product Type
9. Global Fiberglass Market Analysis and Forecast, by Application, 2023–2031
9.1. Introduction and Definitions
9.2. Global Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Application, 2023–2031
  9.2.1. Automotive & Transportation
  9.2.2. Aerospace & Defense
  9.2.3. Wind Energy
  9.2.4. Construction
  9.2.5. Marine
  9.2.6. Sports & Leisure
9.3. Global Fiberglass Market Attractiveness, by Application
10. Global Fiberglass Market Analysis and Forecast, by Technology, 2023–2031
10.1. Introduction and Definitions
10.2. Global Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Technology, 2023–2031
  10.2.1. Layup
  10.2.2. Resin Infusion Molding
  10.2.3. Injection Molding
  10.2.4. Compression Molding
  10.2.5. Filament Winding
  10.2.6. Pultrusion
  10.2.7. Others
10.3. Global Fiberglass Market Attractiveness, by Technology
11. Global Fiberglass Market Analysis and Forecast, by Region, 2023–2031
11.1. Key Findings
11.2. Global Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Region, 2023–2031
  11.2.1. North America
  11.2.2. Europe
  11.2.3. Asia Pacific
  11.2.4. Latin America
  11.2.5. Middle East & Africa
11.3. Global Fiberglass Market Attractiveness, by Region
12. North America Fiberglass Market Analysis and Forecast, 2023–2031
12.1. Key Findings
12.2. North America Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Glass Type, 2023–2031
12.3. North America Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Product Type, 2023–2031
12.4. North America Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Application, 2023–2031
12.5. North America Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Technology, 2023–2031
12.6. North America Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Country, 2023–2031
  12.6.1. U.S. Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Glass Type, 2023–2031
  12.6.2. U.S. Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Product Type, 2023–2031
  12.6.3. U.S. Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Application, 2023–2031
  12.6.4. U.S. Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Technology, 2023–2031
  12.6.5. Canada Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Glass Type, 2023–2031
  12.6.6. Canada Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Product Type, 2023–2031
  12.6.7. Canada Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Application, 2023–2031
  12.6.8. Canada Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Technology, 2023–2031
12.7. North America Fiberglass Market Attractiveness Analysis
13. Europe Fiberglass Market Analysis and Forecast, 2023–2031
13.1. Key Findings
13.2. Europe Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Glass Type, 2023–2031
13.3. Europe Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Product Type, 2023–2031
13.4. Europe Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Application, 2023–2031
13.5. Europe Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Technology, 2023–2031
13.6. Europe Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Country and Sub-region, 2023-2031
  13.6.1. Germany Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Glass Type, 2023–2031
  13.6.2. Germany Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Product Type, 2023–2031
  13.6.3. Germany Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Application, 2023–2031
  13.6.4. Germany. Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Technology, 2023–2031
  13.6.5. France Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Glass Type, 2023–2031
  13.6.6. France Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Product Type, 2023–2031
  13.6.7. France Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Application, 2023–2031
  13.6.8. France. Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Technology, 2023–2031
  13.6.9. U.K. Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Glass Type, 2023–2031
  13.6.10. U.K. Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Product Type, 2023–2031
  13.6.11. U.K. Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Application, 2023–2031
  13.6.12. U.K. Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Technology, 2023–2031
  13.6.13. Italy Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Glass Type, 2023–2031
  13.6.14. Italy. Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Product Type, 2023–2031
  13.6.15. Italy Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Application, 2023–2031
  13.6.16. Italy Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Technology, 2023–2031
  13.6.17. Russia & CIS Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Glass Type, 2023–2031
  13.6.18. Russia & CIS Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Product Type, 2023–2031
  13.6.19. Russia & CIS Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Application, 2023–2031
  13.6.20. Russia & CIS Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Technology, 2023–2031
  13.6.21. Rest of Europe Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Glass Type, 2023–2031
  13.6.22. Rest of Europe Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Product Type, 2023–2031
  13.6.23. Rest of Europe Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Application, 2023–2031
  13.6.24. Rest of Europe Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Technology, 2023–2031
13.7. Europe Fiberglass Market Attractiveness Analysis
14. Asia Pacific Fiberglass Market Analysis and Forecast, 2023–2031
14.1. Key Findings
14.2. Asia Pacific Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Glass Type
14.3. Asia Pacific Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Product Type, 2023–2031
14.4. Asia Pacific Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Application, 2023–2031
14.5. Asia Pacific Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Technology, 2023–2031
14.6. Asia Pacific Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Country and Sub-region, 2023-2031
  14.6.1. China Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Glass Type, 2023–2031
  14.6.2. China Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Product Type, 2023–2031
  14.6.3. China Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Application, 2023–2031
  14.6.4. China Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Technology, 2023–2031
  14.6.5. Japan Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Glass Type, 2023–2031
  14.6.6. Japan Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Product Type, 2023–2031
  14.6.7. Japan Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Application, 2023–2031
  14.6.8. Japan Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Technology, 2023–2031
  14.6.9. India Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Glass Type, 2023–2031
  14.6.10. India Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Product Type, 2023–2031
  14.6.11. India Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Application, 2023–2031
  14.6.12. India Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Technology, 2023–2031
  14.6.13. ASEAN Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Glass Type, 2023–2031
  14.6.14. ASEAN Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Product Type, 2023–2031
  14.6.15. ASEAN Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Application, 2023–2031
  14.6.16. ASEAN Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Technology, 2023–2031
  14.6.17. Rest of Asia Pacific Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Glass Type, 2023–2031
  14.6.18. Rest of Asia Pacific Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Product Type, 2023–2031
  14.6.19. Rest of Asia Pacific Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Application, 2023–2031
  14.6.20. Rest of Asia Pacific Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Technology, 2023–2031
14.7. Asia Pacific Fiberglass Market Attractiveness Analysis
15. Latin America Fiberglass Market Analysis and Forecast, 2023–2031
15.1. Key Findings
15.2. Latin America Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Glass Type, 2023–2031
15.3. Latin America Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Product Type, 2023–2031
15.4. Latin America Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Application, 2023–2031
15.5. Latin America Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Technology, 2023–2031
15.6. Latin America Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Country and Sub-region, 2023-2031
  15.6.1. Brazil Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Glass Type, 2023–2031
  15.6.2. Brazil Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Product Type, 2023–2031
  15.6.3. Brazil Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Application, 2023–2031
  15.6.4. Brazil Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Technology, 2023–2031
  15.6.5. Mexico Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Glass Type, 2023–2031
  15.6.6. Mexico Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Product Type, 2023–2031
  15.6.7. Mexico Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Application, 2023–2031
  15.6.8. Mexico Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Technology, 2023–2031
  15.6.9. Rest of Latin America Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Glass Type, 2023–2031
  15.6.10. Rest of Latin America Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Product Type, 2023–2031
  15.6.11. Rest of Latin America Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Application, 2023–2031
  15.6.12. Rest of Latin America Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Technology, 2023–2031
15.7. Latin America Fiberglass Market Attractiveness Analysis
16. Middle East & Africa Fiberglass Market Analysis and Forecast, 2023–2031
16.1. Key Findings
16.2. Middle East & Africa Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Glass Type, 2023–2031
16.3. Middle East & Africa Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Product Type, 2023–2031
16.4. Middle East & Africa Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Application, 2023–2031
16.5. Middle East & Africa Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Technology, 2023–2031
16.6. Middle East & Africa Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Country and Sub-region, 2023-2031
  16.6.1. GCC Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Glass Type, 2023–2031
  16.6.2. GCC Pure Plant Oil Market Volume (Tons) and Value (US$ Bn) Forecast, by Product Type, 2023–2031
  16.6.3. GCC Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Application, 2023–2031
  16.6.4. GCC Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Technology, 2023–2031
  16.6.5. South Africa Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Glass Type, 2023–2031
  16.6.6. South Africa Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Product Type, 2023–2031
  16.6.7. South Africa Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Application, 2023–2031
  16.6.8. South Africa Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Technology, 2023–2031
  16.6.9. Rest of Middle East & Africa Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Glass Type, 2023–2031
  16.6.10. Rest of Middle East & Africa Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Product Type, 2023–2031
  16.6.11. Rest of Middle East & Africa Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Application, 2023–2031
  16.6.12. Rest of Middle East & Africa Fiberglass Market Volume (Tons) and Value (US$ Bn) Forecast, by Technology, 2023–2031
16.7. Middle East & Africa Fiberglass Market Attractiveness Analysis
17. Competition Landscape
17.1. Market Players - Competition Matrix (by Tier and Size of Companies)
17.2. Market Share Analysis, 2021
17.3. Market Footprint Analysis
  17.3.1. By Glass Type
  17.3.2. By Application
17.4. Company Profiles
  17.4.1. Owens Corning
17.4.1.1. Company Revenue
17.4.1.2. Business Overview
17.4.1.3. Product Segments
17.4.1.4. Geographic Footprint
17.4.1.5. Production Process/Plant Details, etc. (*As Applicable)
17.4.1.6. Strategic Partnership, Process Expansion, New Product Innovation etc.
  17.4.2. Jushi Group Co., Ltd.
17.4.2.1. Company Revenue
17.4.2.2. Business Overview
17.4.2.3. Product Segments
17.4.2.4. Geographic Footprint
17.4.2.5. Production Process/Plant Details, etc. (*As Applicable)
17.4.2.6. Strategic Partnership, Process Expansion, New Product Innovation etc.
  17.4.3. Taishan Fiberglass, Inc.
17.4.3.1. Company Revenue
17.4.3.2. Business Overview
17.4.3.3. Product Segments
17.4.3.4. Geographic Footprint
17.4.3.5. Production Process/Plant Details, etc. (*As Applicable)
17.4.3.6. Strategic Partnership, Process Expansion, New Product Innovation etc.
  17.4.4. Johns Manville
17.4.4.1. Company Revenue
17.4.4.2. Business Overview
17.4.4.3. Product Segments
17.4.4.4. Geographic Footprint
17.4.4.5. Production Process/Plant Details, etc. (*As Applicable)
17.4.4.6. Strategic Partnership, Process Expansion, New Product Innovation etc.
  17.4.5. Chongqing Polycomp International Corp.
17.4.5.1. Company Revenue
17.4.5.2. Business Overview
17.4.5.3. Product Segments
17.4.5.4. Geographic Footprint
17.4.5.5. Production Process/Plant Details, etc. (*As Applicable)
17.4.5.6. Strategic Partnership, Process Expansion, New Product Innovation etc.
  17.4.6. Xingtai Jinniu Fiberglass Co. Ltd.
17.4.6.1. Company Revenue
17.4.6.2. Business Overview
17.4.6.3. Product Segments
17.4.6.4. Geographic Footprint
17.4.6.5. Production Process/Plant Details, etc. (*As Applicable)
17.4.6.6. Strategic Partnership, Process Expansion, New Product Innovation etc.
  17.4.7. Shandong Fiberglass Group Co. Ltd.
17.4.7.1. Company Revenue
17.4.7.2. Business Overview
17.4.7.3. Product Segments
17.4.7.4. Geographic Footprint
17.4.7.5. Production Process/Plant Details, etc. (*As Applicable)
17.4.7.6. Strategic Partnership, Process Expansion, New Product Innovation etc.
  17.4.8. Glasstex Fiberglass Materials Corp.
17.4.8.1. Company Revenue
17.4.8.2. Business Overview
17.4.8.3. Product Segments
17.4.8.4. Geographic Footprint
17.4.8.5. Production Process/Plant Details, etc. (*As Applicable)
17.4.8.6. Strategic Partnership, Process Expansion, New Product Innovation etc.
18. Primary Research: Key Insights
19. Appendix

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