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Lightweight Automotive Material Global Market Insights 2022, Analysis and Forecast to 2027, by Manufacturers, Regions, Technology, Application

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    Report

  • 97 Pages
  • August 2022
  • Region: Global
  • Prof Research
  • ID: 5643429
This report describes the global market size of Lightweight Automotive Material from 2017 to 2021 and its CAGR from 2017 to 2021, and also forecasts its market size to the end of 2027 and its CAGR from 2022 to 2027.

For the geography segment, regional supply, demand, major players, price is presented from 2017 to 2027.

This report covers the following regions:

  • North America
  • South America
  • Asia & Pacific
  • Europe
  • MEA
The key countries for each region are also included such as the United States, China, Japan, India, Korea, ASEAN, Germany, France, UK, Italy, Spain, CIS, and Brazil etc.

For the competitor segment, the report includes global key players of Lightweight Automotive Material as well as some small players.

The information for each competitor includes:

  • Company Profile
  • Main Business Information
  • SWOT Analysis
  • Production Capacity, Poduction Volume, Revenue, Price and Gross Margin
  • Market Share

Applications Segment:

  • Body-in White
  • Chassis & Suspension
  • Powertrains and Closure
  • Interiors
  • Other

Companies Covered:

  • BASF SE
  • ThyssenKrupp AG
  • Covestro AG
  • ArcelorMittal S.A
  • Lyondellbasell N.V
  • Novelis
  • SGL Carbon
  • Toray Industries
  • PPG Industries
Base Year: 2022
Historical Data: from 2017 to 2021
Forecast Data: from 2022 to 2027


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Table of Contents

Chapter 1 Executive SummaryChapter 2 Abbreviation and Acronyms
Chapter 3 Preface
3.1 Research Scope
3.2 Research Sources
3.2.1 Data Sources
3.2.2 Assumptions
3.3 Research Method
Chapter 4 Market Landscape
4.1 Market Overview
4.2 Classification/Types
4.3 Application/End Users
Chapter 5 Market Trend Analysis
5.1 Introduction
5.2 Drivers
5.3 Restraints
5.4 Opportunities
5.5 Threats
Chapter 6 Industry Chain Analysis
6.1 Upstream/Suppliers Analysis
6.2 Lightweight Automotive Material Analysis
6.2.1 Technology Analysis
6.2.2 Cost Analysis
6.2.3 Market Channel Analysis
6.3 Downstream Buyers/End Users
Chapter 7 Latest Market Dynamics
7.1 Latest News
7.2 Merger and Acquisition
7.3 Planned/Future Project
7.4 Policy Dynamics
Chapter 8 Trading Analysis
8.1 Export of Lightweight Automotive Material by Region
8.2 Import of Lightweight Automotive Material by Region
8.3 Balance of Trade
Chapter 9 Historical and Forecast Lightweight Automotive Material Market in North America (2017-2027)
9.1 Lightweight Automotive Material Market Size
9.2 Lightweight Automotive Material Demand by End Use
9.3 Competition by Players/Suppliers
9.4 Type Segmentation and Price
9.5 Key Countries Analysis
9.5.1 United States
9.5.2 Canada
9.5.3 Mexico
Chapter 10 Historical and Forecast Lightweight Automotive Material Market in South America (2017-2027)
10.1 Lightweight Automotive Material Market Size
10.2 Lightweight Automotive Material Demand by End Use
10.3 Competition by Players/Suppliers
10.4 Type Segmentation and Price
10.5 Key Countries Analysis
10.5.1 Brazil
10.5.2 Argentina
10.5.3 Chile
10.5.4 Peru
Chapter 11 Historical and Forecast Lightweight Automotive Material Market in Asia & Pacific (2017-2027)
11.1 Lightweight Automotive Material Market Size
11.2 Lightweight Automotive Material Demand by End Use
11.3 Competition by Players/Suppliers
11.4 Type Segmentation and Price
11.5 Key Countries Analysis
11.5.1 China
11.5.2 India
11.5.3 Japan
11.5.4 South Korea
11.5.5 Southest Asia
11.5.6 Australia
Chapter 12 Historical and Forecast Lightweight Automotive Material Market in Europe (2017-2027)
12.1 Lightweight Automotive Material Market Size
12.2 Lightweight Automotive Material Demand by End Use
12.3 Competition by Players/Suppliers
12.4 Type Segmentation and Price
12.5 Key Countries Analysis
12.5.1 Germany
12.5.2 France
12.5.3 United Kingdom
12.5.4 Italy
12.5.5 Spain
12.5.6 Belgium
12.5.7 Netherlands
12.5.8 Austria
12.5.9 Poland
12.5.10 Russia
Chapter 13 Historical and Forecast Lightweight Automotive Material Market in MEA (2017-2027)
13.1 Lightweight Automotive Material Market Size
13.2 Lightweight Automotive Material Demand by End Use
13.3 Competition by Players/Suppliers
13.4 Type Segmentation and Price
13.5 Key Countries Analysis
13.5.1 Egypt
13.5.2 Israel
13.5.3 South Africa
13.5.4 Gulf Cooperation Council Countries
13.5.5 Turkey
Chapter 14 Summary For Global Lightweight Automotive Material Market (2017-2022)
14.1 Lightweight Automotive Material Market Size
14.2 Lightweight Automotive Material Demand by End Use
14.3 Competition by Players/Suppliers
14.4 Type Segmentation and Price
Chapter 15 Global Lightweight Automotive Material Market Forecast (2022-2027)
15.1 Lightweight Automotive Material Market Size Forecast
15.2 Lightweight Automotive Material Demand Forecast
15.3 Competition by Players/Suppliers
15.4 Type Segmentation and Price Forecast
Chapter 16 Analysis of Global Key Vendors
16.1 BASF SE
16.1.1 Company Profile
16.1.2 Main Business and Lightweight Automotive Material Information
16.1.3 SWOT Analysis of BASF SE
16.1.4 BASF SE Lightweight Automotive Material Sales, Revenue, Price and Gross Margin (2017-2022)
16.2 ThyssenKrupp AG
16.2.1 Company Profile
16.2.2 Main Business and Lightweight Automotive Material Information
16.2.3 SWOT Analysis of ThyssenKrupp AG
16.2.4 ThyssenKrupp AG Lightweight Automotive Material Sales, Revenue, Price and Gross Margin (2017-2022)
16.3 Covestro AG
16.3.1 Company Profile
16.3.2 Main Business and Lightweight Automotive Material Information
16.3.3 SWOT Analysis of Covestro AG
16.3.4 Covestro AG Lightweight Automotive Material Sales, Revenue, Price and Gross Margin (2017-2022)
16.4 ArcelorMittal S.A
16.4.1 Company Profile
16.4.2 Main Business and Lightweight Automotive Material Information
16.4.3 SWOT Analysis of ArcelorMittal S.A
16.4.4 ArcelorMittal S.A Lightweight Automotive Material Sales, Revenue, Price and Gross Margin (2017-2022)
16.5 Lyondellbasell N.V
16.5.1 Company Profile
16.5.2 Main Business and Lightweight Automotive Material Information
16.5.3 SWOT Analysis of Lyondellbasell N.V
16.5.4 Lyondellbasell N.V Lightweight Automotive Material Sales, Revenue, Price and Gross Margin (2017-2022)
16.6 Novelis
16.6.1 Company Profile
16.6.2 Main Business and Lightweight Automotive Material Information
16.6.3 SWOT Analysis of Novelis
16.6.4 Novelis Lightweight Automotive Material Sales, Revenue, Price and Gross Margin (2017-2022)
16.7 SGL Carbon
16.7.1 Company Profile
16.7.2 Main Business and Lightweight Automotive Material Information
16.7.3 SWOT Analysis of SGL Carbon
16.7.4 SGL Carbon Lightweight Automotive Material Sales, Revenue, Price and Gross Margin (2017-2022)
16.8 Toray Industries
16.8.1 Company Profile
16.8.2 Main Business and Lightweight Automotive Material Information
16.8.3 SWOT Analysis of Toray Industries
16.8.4 Toray Industries Lightweight Automotive Material Sales, Revenue, Price and Gross Margin (2017-2022)
16.9 PPG Industries
16.9.1 Company Profile
16.9.2 Main Business and Lightweight Automotive Material Information
16.9.3 SWOT Analysis of PPG Industries
16.9.4 PPG Industries Lightweight Automotive Material Sales, Revenue, Price and Gross Margin (2017-2022)
Tables and Figures
Table Abbreviation and Acronyms List
Table Research Scope of Lightweight Automotive Material Report
Table Data Sources of Lightweight Automotive Material Report
Table Major Assumptions of Lightweight Automotive Material Report
Figure Market Size Estimated Method
Figure Major Forecasting Factors
Figure Lightweight Automotive Material Picture
Table Lightweight Automotive Material Classification
Table Lightweight Automotive Material Applications List
Table Drivers of Lightweight Automotive Material Market
Table Restraints of Lightweight Automotive Material Market
Table Opportunities of Lightweight Automotive Material Market
Table Threats of Lightweight Automotive Material Market
Table Raw Materials Suppliers List
Table Different Production Methods of Lightweight Automotive Material
Table Cost Structure Analysis of Lightweight Automotive Material
Table Key End Users List
Table Latest News of Lightweight Automotive Material Market
Table Merger and Acquisition List
Table Planned/Future Project of Lightweight Automotive Material Market
Table Policy of Lightweight Automotive Material Market
Table 2017-2027 Regional Export of Lightweight Automotive Material
Table 2017-2027 Regional Import of Lightweight Automotive Material
Table 2017-2027 Regional Trade Balance
Figure 2017-2027 Regional Trade Balance
Table 2017-2027 North America Lightweight Automotive Material Market Size and Market Volume List
Figure 2017-2027 North America Lightweight Automotive Material Market Size and CAGR
Figure 2017-2027 North America Lightweight Automotive Material Market Volume and CAGR
Table 2017-2027 North America Lightweight Automotive Material Demand List by Application
Table 2017-2022 North America Lightweight Automotive Material Key Players Sales List
Table 2017-2022 North America Lightweight Automotive Material Key Players Market Share List
Table 2017-2027 North America Lightweight Automotive Material Demand List by Type
Table 2017-2022 North America Lightweight Automotive Material Price List by Type
Table 2017-2027 United States Lightweight Automotive Material Market Size and Market Volume List
Table 2017-2027 United States Lightweight Automotive Material Import & Export List
Table 2017-2027 Canada Lightweight Automotive Material Market Size and Market Volume List
Table 2017-2027 Canada Lightweight Automotive Material Import & Export List
Table 2017-2027 Mexico Lightweight Automotive Material Market Size and Market Volume List
Table 2017-2027 Mexico Lightweight Automotive Material Import & Export List
Table 2017-2027 South America Lightweight Automotive Material Market Size and Market Volume List
Figure 2017-2027 South America Lightweight Automotive Material Market Size and CAGR
Figure 2017-2027 South America Lightweight Automotive Material Market Volume and CAGR
Table 2017-2027 South America Lightweight Automotive Material Demand List by Application
Table 2017-2022 South America Lightweight Automotive Material Key Players Sales List
Table 2017-2022 South America Lightweight Automotive Material Key Players Market Share List
Table 2017-2027 South America Lightweight Automotive Material Demand List by Type
Table 2017-2022 South America Lightweight Automotive Material Price List by Type
Table 2017-2027 Brazil Lightweight Automotive Material Market Size and Market Volume List
Table 2017-2027 Brazil Lightweight Automotive Material Import & Export List
Table 2017-2027 Argentina Lightweight Automotive Material Market Size and Market Volume List
Table 2017-2027 Argentina Lightweight Automotive Material Import & Export List
Table 2017-2027 Chile Lightweight Automotive Material Market Size and Market Volume List
Table 2017-2027 Chile Lightweight Automotive Material Import & Export List
Table 2017-2027 Peru Lightweight Automotive Material Market Size and Market Volume List
Table 2017-2027 Peru Lightweight Automotive Material Import & Export List
Table 2017-2027 Asia & Pacific Lightweight Automotive Material Market Size and Market Volume List
Figure 2017-2027 Asia & Pacific Lightweight Automotive Material Market Size and CAGR
Figure 2017-2027 Asia & Pacific Lightweight Automotive Material Market Volume and CAGR
Table 2017-2027 Asia & Pacific Lightweight Automotive Material Demand List by Application
Table 2017-2022 Asia & Pacific Lightweight Automotive Material Key Players Sales List
Table 2017-2022 Asia & Pacific Lightweight Automotive Material Key Players Market Share List
Table 2017-2027 Asia & Pacific Lightweight Automotive Material Demand List by Type
Table 2017-2022 Asia & Pacific Lightweight Automotive Material Price List by Type
Table 2017-2027 China Lightweight Automotive Material Market Size and Market Volume List
Table 2017-2027 China Lightweight Automotive Material Import & Export List
Table 2017-2027 India Lightweight Automotive Material Market Size and Market Volume List
Table 2017-2027 India Lightweight Automotive Material Import & Export List
Table 2017-2027 Japan Lightweight Automotive Material Market Size and Market Volume List
Table 2017-2027 Japan Lightweight Automotive Material Import & Export List
Table 2017-2027 South Korea Lightweight Automotive Material Market Size and Market Volume List
Table 2017-2027 South Korea Lightweight Automotive Material Import & Export List
Table 2017-2027 Southeast Asia Lightweight Automotive Material Market Size List
Table 2017-2027 Southeast Asia Lightweight Automotive Material Market Volume List
Table 2017-2027 Southeast Asia Lightweight Automotive Material Import List
Table 2017-2027 Southeast Asia Lightweight Automotive Material Export List
Table 2017-2027 Australia Lightweight Automotive Material Market Size and Market Volume List
Table 2017-2027 Australia Lightweight Automotive Material Import & Export List
Table 2017-2027 Europe Lightweight Automotive Material Market Size and Market Volume List
Figure 2017-2027 Europe Lightweight Automotive Material Market Size and CAGR
Figure 2017-2027 Europe Lightweight Automotive Material Market Volume and CAGR
Table 2017-2027 Europe Lightweight Automotive Material Demand List by Application
Table 2017-2022 Europe Lightweight Automotive Material Key Players Sales List
Table 2017-2022 Europe Lightweight Automotive Material Key Players Market Share List
Table 2017-2027 Europe Lightweight Automotive Material Demand List by Type
Table 2017-2022 Europe Lightweight Automotive Material Price List by Type
Table 2017-2027 Germany Lightweight Automotive Material Market Size and Market Volume List
Table 2017-2027 Germany Lightweight Automotive Material Import & Export List
Table 2017-2027 France Lightweight Automotive Material Market Size and Market Volume List
Table 2017-2027 France Lightweight Automotive Material Import & Export List
Table 2017-2027 United Kingdom Lightweight Automotive Material Market Size and Market Volume List
Table 2017-2027 United Kingdom Lightweight Automotive Material Import & Export List
Table 2017-2027 Italy Lightweight Automotive Material Market Size and Market Volume List
Table 2017-2027 Italy Lightweight Automotive Material Import & Export List
Table 2017-2027 Spain Lightweight Automotive Material Market Size and Market Volume List
Table 2017-2027 Spain Lightweight Automotive Material Import & Export List
Table 2017-2027 Belgium Lightweight Automotive Material Market Size and Market Volume List
Table 2017-2027 Belgium Lightweight Automotive Material Import & Export List
Table 2017-2027 Netherlands Lightweight Automotive Material Market Size and Market Volume List
Table 2017-2027 Netherlands Lightweight Automotive Material Import & Export List
Table 2017-2027 Austria Lightweight Automotive Material Market Size and Market Volume List
Table 2017-2027 Austria Lightweight Automotive Material Import & Export List
Table 2017-2027 Poland Lightweight Automotive Material Market Size and Market Volume List
Table 2017-2027 Poland Lightweight Automotive Material Import & Export List
Table 2017-2027 Russia Lightweight Automotive Material Market Size and Market Volume List
Table 2017-2027 Russia Lightweight Automotive Material Import & Export List
Table 2017-2027 MEA Lightweight Automotive Material Market Size and Market Volume List
Figure 2017-2027 MEA Lightweight Automotive Material Market Size and CAGR
Figure 2017-2027 MEA Lightweight Automotive Material Market Volume and CAGR
Table 2017-2027 MEA Lightweight Automotive Material Demand List by Application
Table 2017-2022 MEA Lightweight Automotive Material Key Players Sales List
Table 2017-2022 MEA Lightweight Automotive Material Key Players Market Share List
Table 2017-2027 MEA Lightweight Automotive Material Demand List by Type
Table 2017-2022 MEA Lightweight Automotive Material Price List by Type
Table 2017-2027 Egypt Lightweight Automotive Material Market Size and Market Volume List
Table 2017-2027 Egypt Lightweight Automotive Material Import & Export List
Table 2017-2027 Israel Lightweight Automotive Material Market Size and Market Volume List
Table 2017-2027 Israel Lightweight Automotive Material Import & Export List
Table 2017-2027 South Africa Lightweight Automotive Material Market Size and Market Volume List
Table 2017-2027 South Africa Lightweight Automotive Material Import & Export List
Table 2017-2027 Gulf Cooperation Council Countries Lightweight Automotive Material Market Size and Market Volume List
Table 2017-2027 Gulf Cooperation Council Countries Lightweight Automotive Material Import & Export List
Table 2017-2027 Turkey Lightweight Automotive Material Market Size and Market Volume List
Table 2017-2027 Turkey Lightweight Automotive Material Import & Export List
Table 2017-2022 Global Lightweight Automotive Material Market Size List by Region
Table 2017-2022 Global Lightweight Automotive Material Market Size Share List by Region
Table 2017-2022 Global Lightweight Automotive Material Market Volume List by Region
Table 2017-2022 Global Lightweight Automotive Material Market Volume Share List by Region
Table 2017-2022 Global Lightweight Automotive Material Demand List by Application
Table 2017-2022 Global Lightweight Automotive Material Demand Market Share List by Application
Table 2017-2022 Global Lightweight Automotive Material Capacity List
Table 2017-2022 Global Lightweight Automotive Material Key Vendors Capacity Share List
Table 2017-2022 Global Lightweight Automotive Material Key Vendors Production List
Table 2017-2022 Global Lightweight Automotive Material Key Vendors Production Share List
Figure 2017-2022 Global Lightweight Automotive Material Capacity Production and Growth Rate
Table 2017-2022 Global Lightweight Automotive Material Key Vendors Production Value List
Figure 2017-2022 Global Lightweight Automotive Material Production Value and Growth Rate
Table 2017-2022 Global Lightweight Automotive Material Key Vendors Production Value Share List
Table 2017-2022 Global Lightweight Automotive Material Demand List by Type
Table 2017-2022 Global Lightweight Automotive Material Demand Market Share List by Type
Table 2017-2022 Regional Lightweight Automotive Material Price List
Table 2022-2027 Global Lightweight Automotive Material Market Size List by Region
Table 2022-2027 Global Lightweight Automotive Material Market Size Share List by Region
Table 2022-2027 Global Lightweight Automotive Material Market Volume List by Region
Table 2022-2027 Global Lightweight Automotive Material Market Volume Share List by Region
Table 2022-2027 Global Lightweight Automotive Material Demand List by Application
Table 2022-2027 Global Lightweight Automotive Material Demand Market Share List by Application
Table 2022-2027 Global Lightweight Automotive Material Capacity List
Table 2022-2027 Global Lightweight Automotive Material Key Vendors Capacity Share List
Table 2022-2027 Global Lightweight Automotive Material Key Vendors Production List
Table 2022-2027 Global Lightweight Automotive Material Key Vendors Production Share List
Figure 2022-2027 Global Lightweight Automotive Material Capacity Production and Growth Rate
Table 2022-2027 Global Lightweight Automotive Material Key Vendors Production Value List
Figure 2022-2027 Global Lightweight Automotive Material Production Value and Growth Rate
Table 2022-2027 Global Lightweight Automotive Material Key Vendors Production Value Share List
Table 2022-2027 Global Lightweight Automotive Material Demand List by Type
Table 2022-2027 Global Lightweight Automotive Material Demand Market Share List by Type
Table 2022-2027 Lightweight Automotive Material Regional Price List
Table BASF SE Information
Table SWOT Analysis of BASF SE
Table 2017-2022 BASF SE Lightweight Automotive Material Product Capacity Production Price Cost Production Value
Figure 2017-2022 BASF SE Lightweight Automotive Material Capacity Production and Growth Rate
Figure 2017-2022 BASF SE Lightweight Automotive Material Market Share
Table ThyssenKrupp AG Information
Table SWOT Analysis of ThyssenKrupp AG
Table 2017-2022 ThyssenKrupp AG Lightweight Automotive Material Product Capacity Production Price Cost Production Value
Figure 2017-2022 ThyssenKrupp AG Lightweight Automotive Material Capacity Production and Growth Rate
Figure 2017-2022 ThyssenKrupp AG Lightweight Automotive Material Market Share
Table Covestro AG Information
Table SWOT Analysis of Covestro AG
Table 2017-2022 Covestro AG Lightweight Automotive Material Product Capacity Production Price Cost Production Value
Figure 2017-2022 Covestro AG Lightweight Automotive Material Capacity Production and Growth Rate
Figure 2017-2022 Covestro AG Lightweight Automotive Material Market Share
Table ArcelorMittal S.A Information
Table SWOT Analysis of ArcelorMittal S.A
Table 2017-2022 ArcelorMittal S.A Lightweight Automotive Material Product Capacity Production Price Cost Production Value
Figure 2017-2022 ArcelorMittal S.A Lightweight Automotive Material Capacity Production and Growth Rate
Figure 2017-2022 ArcelorMittal S.A Lightweight Automotive Material Market Share
Table Lyondellbasell N.V Information
Table SWOT Analysis of Lyondellbasell N.V
Table 2017-2022 Lyondellbasell N.V Lightweight Automotive Material Product Capacity Production Price Cost Production Value
Figure 2017-2022 Lyondellbasell N.V Lightweight Automotive Material Capacity Production and Growth Rate
Figure 2017-2022 Lyondellbasell N.V Lightweight Automotive Material Market Share
Table Novelis Information
Table SWOT Analysis of Novelis
Table 2017-2022 Novelis Lightweight Automotive Material Product Capacity Production Price Cost Production Value
Figure 2017-2022 Novelis Lightweight Automotive Material Capacity Production and Growth Rate
Figure 2017-2022 Novelis Lightweight Automotive Material Market Share
Table SGL Carbon Information
Table SWOT Analysis of SGL Carbon
Table 2017-2022 SGL Carbon Lightweight Automotive Material Product Capacity Production Price Cost Production Value
Figure 2017-2022 SGL Carbon Lightweight Automotive Material Capacity Production and Growth Rate
Figure 2017-2022 SGL Carbon Lightweight Automotive Material Market Share
Table Toray Industries Information
Table SWOT Analysis of Toray Industries
Table 2017-2022 Toray Industries Lightweight Automotive Material Product Capacity Production Price Cost Production Value
Figure 2017-2022 Toray Industries Lightweight Automotive Material Capacity Production and Growth Rate
Figure 2017-2022 Toray Industries Lightweight Automotive Material Market Share
Table PPG Industries Information
Table SWOT Analysis of PPG Industries
Table 2017-2022 PPG Industries Lightweight Automotive Material Product Capacity Production Price Cost Production Value
Figure 2017-2022 PPG Industries Lightweight Automotive Material Capacity Production and Growth Rate
Figure 2017-2022 PPG Industries Lightweight Automotive Material Market Share
Table Alcoa Inc Information
Table SWOT Analysis of Alcoa Inc
Table 2017-2022 Alcoa Inc Lightweight Automotive Material Product Capacity Production Price Cost Production Value
Figure 2017-2022 Alcoa Inc Lightweight Automotive Material Capacity Production and Growth Rate
Figure 2017-2022 Alcoa Inc Lightweight Automotive Material Market Share
Table Owens Corning Information
Table SWOT Analysis of Owens Corning
Table 2017-2022 Owens Corning Lightweight Automotive Material Product Capacity Production Price Cost Production Value
Figure 2017-2022 Owens Corning Lightweight Automotive Material Capacity Production and Growth Rate
Figure 2017-2022 Owens Corning Lightweight Automotive Material Market Share
Table Borealis Information
Table SWOT Analysis of Borealis
Table 2017-2022 Borealis Lightweight Automotive Material Product Capacity Production Price Cost Production Value
Figure 2017-2022 Borealis Lightweight Automotive Material Capacity Production and Growth Rate
Figure 2017-2022 Borealis Lightweight Automotive Material Market Share

Companies Mentioned (Partial List)

A selection of companies mentioned in this report includes, but is not limited to:

  • BASF SE
  • ThyssenKrupp AG
  • Covestro AG
  • ArcelorMittal S.A
  • Lyondellbasell N.V
  • Novelis
  • SGL Carbon
  • Toray Industries
  • PPG Industries
  • Alcoa Inc
  • Owens Corning
  • Borealis

Methodology

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