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Global Chlorinated Polyvinyl Chloride Market Size Study & Forecast, by Application (Pipes and Fittings, Fire Sprinkler Systems, Power Cable Casing, Adhesives and Coatings, Others), by End User Industry (Construction, Chemical, Electrical and Electronics, Healthcare, Agriculture, Others), and Regional Analysis, 2023-2030

February 2024 | 200 pages | ID: G3F3BC060B36EN
Bizwit Research & Consulting LLP

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Global Chlorinated Polyvinyl Chloride Market is valued at approximately USD 5.46 billion in 2022 and is anticipated to grow with a healthy growth rate of more than 7% during the forecast period 2023-2030. Chlorinated Polyvinyl Chloride (CPVC) is a thermoplastic polymer produced by chlorinating polyvinyl chloride (PVC) resin. This process enhances its chemical and heat resistance, making it suitable for applications requiring durability and protection against corrosive substances. CPVC exhibits improved performance at elevated temperatures compared to standard PVC, making it commonly used in plumbing systems for hot water distribution. Its fire-resistant properties also render it suitable for fire sprinkler systems in buildings. With excellent chemical resistance, mechanical strength, and ease of installation, CPVC finds application in various industries, including chemical processing and other environments where resistance to chemicals and heat is crucial. The Chlorinated Polyvinyl Chloride Market is expanding because of factors such as the resistance to chemicals and high temperatures, expanding industrialization, growing awareness of CPVC Benefits, and stringent regulatory compliance related to fire safety in commercial & residential spaces.

In addition, the construction industry is a major driver, with CPVC being widely used in the manufacturing of pipes, fittings, and other components due to its corrosion resistance and durability. Rapid urbanization and infrastructure development fuel the demand for CPVC pipes and fittings, particularly for hot and cold-water systems. According to the World Bank, in 2020, it was estimated that approximately 55% of the population, which is around 4.2 billion inhabitants lives in urban areas. Also, it is projected that the urban population is expected to constantly increase by 1.5 times and is likely to reach around 6 million by 2045. Consequentially, rapid urbanization and population growth led to the growth of the construction industry, which, in turn, accelerated the demand for chlorinated polyvinyl chloride. The Statista reported that in 2020, it was estimated that in 2020, there were around USD 1.5 trillion spent on construction activities in the United States. Also, the construction expenditure has been rising and it is estimated to have reached USD 1.8 trillion by 2025. Thus, these aforementioned factors are propelling the growth of the Chlorinated Polyvinyl Chloride Market over the estimated period. Moreover, the stringent regulations on traditional materials, as well as the replacement of aging infrastructure present various lucrative opportunities over the forecast years. However, the higher processing temperature of CPVC than conventional PVC and the increase in CPVC waste and microplastic pollution are challenging the market growth throughout the forecast period of 2023-2030.

The key regions considered for the Global Chlorinated Polyvinyl Chloride Market study include Asia Pacific, North America, Europe, Latin America, and Middle East & Africa. Asia Pacific dominated the market in 2022 owing to the increasing domestic needs of residential, commercial, and industrial sectors, increasing population growth, as well as flourishing growth of the end-use industries. Also, countries in the Asia-Pacific (APAC) region are witnessing a substantial migration of people from rural to urban areas, driving the demand for resilient housing infrastructures. The National Institution for Transforming India (NITI Aayog) highlights that India's urban population is anticipated to grow by 416 million individuals by 2050, constituting 50% of the nation's total population. In response to this demographic shift, numerous governments are expediting urbanization initiatives and construction projects across the region. Whereas, North America is expected to grow at the fastest CAGR over the forecast years. The robust growth of the construction industry, as well as the imposition of stringent fire safety regulations, are significantly propelling the market demand across the region.

Major market players included in this report are:

Hangzhou Electrochemical Group Co., Ltd.

Shriram PolyTech Pvt Ltd

Kaneka Corporation

Shandong Repolyfine Additives Co., Ltd.

Mitsui & Co., Ltd

Via Chemical Co., Ltd.

Shandong Novista Chemicals Co., Ltd

PolyOne Corporation

Shandong Tianchen Chemical Co., Ltd

BASF SE

Recent Developments in the Market:
  • In June 2023, The Lubrizol Corporation unveiled its plans for a significant investment exceeding USD 150 million in various projects aimed at enhancing its diverse portfolio in India. As part of this initiative, the company is directing its efforts towards establishing the largest CPVC resin production plant in Gujarat, India.
  • In December 2022, DCW Limited announced the company’s plan to broaden the production of CPVC resin in India by establishing a new manufacturing facility within the country.
  • In July 2021, Meghmani Finechem Limited increased its CPVC production capabilities by establishing a new plant in Dahej, Gujarat, with an annual production capacity of 30 KT.
Global Chlorinated Polyvinyl Chloride Market Report Scope:
  • Historical Data – 2020 - 2021
  • Base Year for Estimation – 2022
  • Forecast period - 2023-2030
  • Report Coverage - Revenue forecast, Company Ranking, Competitive Landscape, Growth factors, and Trends
  • Segments Covered - Application, End User Industry, Region
  • Regional Scope - North America; Europe; Asia Pacific; Latin America; Middle East & Africa
  • Customization Scope - Free report customization (equivalent up to 8 analyst’s working hours) with purchase. Addition or alteration to country, regional & segment scope*
The objective of the study is to define market sizes of different segments & countries in recent years and to forecast the values to the coming years. The report is designed to incorporate both qualitative and quantitative aspects of the industry within countries involved in the study.

The report also caters detailed information about the crucial aspects such as driving factors & challenges which will define the future growth of the market. Additionally, it also incorporates potential opportunities in micro markets for stakeholders to invest along with the detailed analysis of competitive landscape and product offerings of key players. The detailed segments and sub-segment of the market are explained below:

By Application:

Pipes and Fittings

Fire Sprinkler Systems

Power Cable Casing

Adhesives and Coatings

Others

By End User Industry:

Construction

Chemical

Electrical and Electronics

Healthcare

Agriculture

Others

By Region:

North America

U.S.

Canada

Europe

UK

Germany

France

Spain

Italy

ROE

Asia Pacific

China

India

Japan

Australia

South Korea

RoAPAC

Latin America

Brazil

Mexico

Middle East & Africa

Saudi Arabia

South Africa

Rest of Middle East & Africa
CHAPTER 1 EXECUTIVE SUMMARY

1.1 Market Snapshot
1.2 Global & Segmental Market Estimates & Forecasts, 2020-2030 (USD Billion)
  1.2.1 Chlorinated Polyvinyl Chloride Market, by Region, 2020-2030 (USD Billion)
  1.2.2 Chlorinated Polyvinyl Chloride Market, by Application, 2020-2030 (USD Billion)
  1.2.3 Chlorinated Polyvinyl Chloride Market, by End User Industry, 2020-2030 (USD Billion)
1.3 Key Trends
1.4 Estimation Methodology
1.5 Research Assumption

CHAPTER 2 GLOBAL CHLORINATED POLYVINYL CHLORIDE MARKET DEFINITION AND SCOPE

2.1 Objective of the Study
2.2 Market Definition & Scope
  2.2.1 Industry Evolution
  2.2.2 Scope of the Study
2.3 Years Considered for the Study
2.4 Currency Conversion Rates

CHAPTER 3 GLOBAL CHLORINATED POLYVINYL CHLORIDE MARKET DYNAMICS

3.1 Chlorinated Polyvinyl Chloride Market Impact Analysis (2020-2030)
  3.1.1 Market Drivers
    3.1.1.1 Increasing awareness of CPVC benefits
    3.1.1.2 Rapid urbanization and growth of the construction industry
  3.1.2 Market Challenges
    3.1.2.1 High processing temperature of CPVC than conventional PVC
    3.1.2.2 Increase in CPVC waste and microplastic pollution
  3.1.3 Market Opportunities
    3.1.3.1 Stringent regulations on traditional materials
    3.1.3.2 Replacement of aging infrastructure

CHAPTER 4 GLOBAL CHLORINATED POLYVINYL CHLORIDE MARKET INDUSTRY ANALYSIS

4.1 Porter’s 5 Force Model
  4.1.1 Bargaining Power of Suppliers
  4.1.2 Bargaining Power of Buyers
  4.1.3 Threat of New Entrants
  4.1.4 Threat of Substitutes
  4.1.5 Competitive Rivalry
4.2 Porter’s 5 Force Impact Analysis
4.3 PEST Analysis
  4.3.1 Political
  4.3.2 Economical
  4.3.3 Social
  4.3.4 Technological
  4.3.5 Environmental
  4.3.6 Legal
4.4 Top investment opportunity
4.5 Top winning strategies
4.6 COVID-19 Impact Analysis
4.7 Disruptive Trends
4.8 Industry Expert Perspective
4.9 Analyst Recommendation & Conclusion

CHAPTER 5 GLOBAL CHLORINATED POLYVINYL CHLORIDE MARKET, BY APPLICATION

5.1 Market Snapshot
5.2 Global Chlorinated Polyvinyl Chloride Market by Application, Performance - Potential Analysis
5.3 Global Chlorinated Polyvinyl Chloride Market Estimates & Forecasts by Application 2020-2030 (USD Billion)
5.4 Chlorinated Polyvinyl Chloride Market, Sub Segment Analysis
  5.4.1 Pipes and Fittings
  5.4.2 Fire Sprinkler Systems
  5.4.3 Power Cable Casing
  5.4.4 Adhesives and Coatings
  5.4.5 Others

CHAPTER 6 GLOBAL CHLORINATED POLYVINYL CHLORIDE MARKET, BY END USER INDUSTRY

6.1 Market Snapshot
6.2 Global Chlorinated Polyvinyl Chloride Market by End User Industry, Performance - Potential Analysis
6.3 Global Chlorinated Polyvinyl Chloride Market Estimates & Forecasts by End User Industry 2020-2030 (USD Billion)
6.4 Chlorinated Polyvinyl Chloride Market, Sub Segment Analysis
  6.4.1 Construction
  6.4.2 Chemical
  6.4.3 Electrical and Electronics
  6.4.4 Healthcare
  6.4.5 Agriculture
  6.4.6 Others

CHAPTER 7 GLOBAL CHLORINATED POLYVINYL CHLORIDE MARKET, REGIONAL ANALYSIS

7.1 Top Leading Countries
7.2 Top Emerging Countries
7.3 Chlorinated Polyvinyl Chloride Market, Regional Market Snapshot
7.4 North America Chlorinated Polyvinyl Chloride Market
  7.4.1 U.S. Chlorinated Polyvinyl Chloride Market
    7.4.1.1 Application breakdown estimates & forecasts, 2020-2030
    7.4.1.2 End User Industry breakdown estimates & forecasts, 2020-2030
  7.4.2 Canada Chlorinated Polyvinyl Chloride Market
7.5 Europe Chlorinated Polyvinyl Chloride Market Snapshot
  7.5.1 U.K. Chlorinated Polyvinyl Chloride Market
  7.5.2 Germany Chlorinated Polyvinyl Chloride Market
  7.5.3 France Chlorinated Polyvinyl Chloride Market
  7.5.4 Spain Chlorinated Polyvinyl Chloride Market
  7.5.5 Italy Chlorinated Polyvinyl Chloride Market
  7.5.6 Rest of Europe Chlorinated Polyvinyl Chloride Market
7.6 Asia-Pacific Chlorinated Polyvinyl Chloride Market Snapshot
  7.6.1 China Chlorinated Polyvinyl Chloride Market
  7.6.2 India Chlorinated Polyvinyl Chloride Market
  7.6.3 Japan Chlorinated Polyvinyl Chloride Market
  7.6.4 Australia Chlorinated Polyvinyl Chloride Market
  7.6.5 South Korea Chlorinated Polyvinyl Chloride Market
  7.6.6 Rest of Asia Pacific Chlorinated Polyvinyl Chloride Market
7.7 Latin America Chlorinated Polyvinyl Chloride Market Snapshot
  7.7.1 Brazil Chlorinated Polyvinyl Chloride Market
  7.7.2 Mexico Chlorinated Polyvinyl Chloride Market
7.8 Middle East & Africa Chlorinated Polyvinyl Chloride Market
  7.8.1 Saudi Arabia Chlorinated Polyvinyl Chloride Market
  7.8.2 South Africa Chlorinated Polyvinyl Chloride Market
  7.8.3 Rest of Middle East & Africa Chlorinated Polyvinyl Chloride Market

CHAPTER 8 COMPETITIVE INTELLIGENCE

8.1 Key Company SWOT Analysis
  8.1.1 Company
  8.1.2 Company
  8.1.3 Company
8.2 Top Market Strategies
8.3 Company Profiles
  8.3.1 Hangzhou Electrochemical Group Co., Ltd.
    8.3.1.1 Key Information
    8.3.1.2 Overview
    8.3.1.3 Financial (Subject to Data Availability)
    8.3.1.4 Product Summary
    8.3.1.5 Recent Developments
  8.3.2 Shriram PolyTech Pvt Ltd
  8.3.3 Kaneka Corporation
  8.3.4 Shandong Repolyfine Additives Co., Ltd.
  8.3.5 Mitsui & Co., Ltd
  8.3.6 Via Chemical Co., Ltd.
  8.3.7 Shandong Novista Chemicals Co., Ltd.
  8.3.8 PolyOne Corporation
  8.3.9 Shandong Tianchen Chemical Co., Ltd.
  8.3.10 BASF SE

CHAPTER 9 RESEARCH PROCESS

9.1 Research Process
  9.1.1 Data Mining
  9.1.2 Analysis
  9.1.3 Market Estimation
  9.1.4 Validation
  9.1.5 Publishing
9.2 Research Attributes
9.3 Research Assumption

LIST OF TABLES

TABLE 1 Global Chlorinated Polyvinyl Chloride Market, report scope
TABLE 2 Global Chlorinated Polyvinyl Chloride Market estimates & forecasts by Region 2020-2030 (USD Billion)
TABLE 3 Global Chlorinated Polyvinyl Chloride Market estimates & forecasts by Application 2020-2030 (USD Billion)
TABLE 4 Global Chlorinated Polyvinyl Chloride Market estimates & forecasts by End User Industry 2020-2030 (USD Billion)
TABLE 5 Global Chlorinated Polyvinyl Chloride Market by segment, estimates & forecasts, 2020-2030 (USD Billion)
TABLE 6 Global Chlorinated Polyvinyl Chloride Market by region, estimates & forecasts, 2020-2030 (USD Billion)
TABLE 7 Global Chlorinated Polyvinyl Chloride Market by segment, estimates & forecasts, 2020-2030 (USD Billion)
TABLE 8 Global Chlorinated Polyvinyl Chloride Market by region, estimates & forecasts, 2020-2030 (USD Billion)
TABLE 9 Global Chlorinated Polyvinyl Chloride Market by segment, estimates & forecasts, 2020-2030 (USD Billion)
TABLE 10 Global Chlorinated Polyvinyl Chloride Market by region, estimates & forecasts, 2020-2030 (USD Billion)
TABLE 11 Global Chlorinated Polyvinyl Chloride Market by segment, estimates & forecasts, 2020-2030 (USD Billion)
TABLE 12 Global Chlorinated Polyvinyl Chloride Market by region, estimates & forecasts, 2020-2030 (USD Billion)
TABLE 13 Global Chlorinated Polyvinyl Chloride Market by segment, estimates & forecasts, 2020-2030 (USD Billion)
TABLE 14 Global Chlorinated Polyvinyl Chloride Market by region, estimates & forecasts, 2020-2030 (USD Billion)
TABLE 15 U.S. Chlorinated Polyvinyl Chloride Market estimates & forecasts, 2020-2030 (USD Billion)
TABLE 16 U.S. Chlorinated Polyvinyl Chloride Market estimates & forecasts by segment 2020-2030 (USD Billion)
TABLE 17 U.S. Chlorinated Polyvinyl Chloride Market estimates & forecasts by segment 2020-2030 (USD Billion)
TABLE 18 Canada Chlorinated Polyvinyl Chloride Market estimates & forecasts, 2020-2030 (USD Billion)
TABLE 19 Canada Chlorinated Polyvinyl Chloride Market estimates & forecasts by segment 2020-2030 (USD Billion)
TABLE 20 Canada Chlorinated Polyvinyl Chloride Market estimates & forecasts by segment 2020-2030 (USD Billion)
TABLE 21 UK Chlorinated Polyvinyl Chloride Market estimates & forecasts, 2020-2030 (USD Billion)
TABLE 22 UK Chlorinated Polyvinyl Chloride Market estimates & forecasts by segment 2020-2030 (USD Billion)
TABLE 23 UK Chlorinated Polyvinyl Chloride Market estimates & forecasts by segment 2020-2030 (USD Billion)
TABLE 24 Germany Chlorinated Polyvinyl Chloride Market estimates & forecasts, 2020-2030 (USD Billion)
TABLE 25 Germany Chlorinated Polyvinyl Chloride Market estimates & forecasts by segment 2020-2030 (USD Billion)
TABLE 26 Germany Chlorinated Polyvinyl Chloride Market estimates & forecasts by segment 2020-2030 (USD Billion)
TABLE 27 France Chlorinated Polyvinyl Chloride Market estimates & forecasts, 2020-2030 (USD Billion)
TABLE 28 France Chlorinated Polyvinyl Chloride Market estimates & forecasts by segment 2020-2030 (USD Billion)
TABLE 29 France Chlorinated Polyvinyl Chloride Market estimates & forecasts by segment 2020-2030 (USD Billion)
TABLE 30 Italy Chlorinated Polyvinyl Chloride Market estimates & forecasts, 2020-2030 (USD Billion)
TABLE 31 Italy Chlorinated Polyvinyl Chloride Market estimates & forecasts by segment 2020-2030 (USD Billion)
TABLE 32 Italy Chlorinated Polyvinyl Chloride Market estimates & forecasts by segment 2020-2030 (USD Billion)
TABLE 33 Spain Chlorinated Polyvinyl Chloride Market estimates & forecasts, 2020-2030 (USD Billion)
TABLE 34 Spain Chlorinated Polyvinyl Chloride Market estimates & forecasts by segment 2020-2030 (USD Billion)
TABLE 35 Spain Chlorinated Polyvinyl Chloride Market estimates & forecasts by segment 2020-2030 (USD Billion)
TABLE 36 RoE Chlorinated Polyvinyl Chloride Market estimates & forecasts, 2020-2030 (USD Billion)
TABLE 37 RoE Chlorinated Polyvinyl Chloride Market estimates & forecasts by segment 2020-2030 (USD Billion)
TABLE 38 RoE Chlorinated Polyvinyl Chloride Market estimates & forecasts by segment 2020-2030 (USD Billion)
TABLE 39 China Chlorinated Polyvinyl Chloride Market estimates & forecasts, 2020-2030 (USD Billion)
TABLE 40 China Chlorinated Polyvinyl Chloride Market estimates & forecasts by segment 2020-2030 (USD Billion)
TABLE 41 China Chlorinated Polyvinyl Chloride Market estimates & forecasts by segment 2020-2030 (USD Billion)
TABLE 42 India Chlorinated Polyvinyl Chloride Market estimates & forecasts, 2020-2030 (USD Billion)
TABLE 43 India Chlorinated Polyvinyl Chloride Market estimates & forecasts by segment 2020-2030 (USD Billion)
TABLE 44 India Chlorinated Polyvinyl Chloride Market estimates & forecasts by segment 2020-2030 (USD Billion)
TABLE 45 Japan Chlorinated Polyvinyl Chloride Market estimates & forecasts, 2020-2030 (USD Billion)
TABLE 46 Japan Chlorinated Polyvinyl Chloride Market estimates & forecasts by segment 2020-2030 (USD Billion)
TABLE 47 Japan Chlorinated Polyvinyl Chloride Market estimates & forecasts by segment 2020-2030 (USD Billion)
TABLE 48 South Korea Chlorinated Polyvinyl Chloride Market estimates & forecasts, 2020-2030 (USD Billion)
TABLE 49 South Korea Chlorinated Polyvinyl Chloride Market estimates & forecasts by segment 2020-2030 (USD Billion)
TABLE 50 South Korea Chlorinated Polyvinyl Chloride Market estimates & forecasts by segment 2020-2030 (USD Billion)
TABLE 51 Australia Chlorinated Polyvinyl Chloride Market estimates & forecasts, 2020-2030 (USD Billion)
TABLE 52 Australia Chlorinated Polyvinyl Chloride Market estimates & forecasts by segment 2020-2030 (USD Billion)
TABLE 53 Australia Chlorinated Polyvinyl Chloride Market estimates & forecasts by segment 2020-2030 (USD Billion)
TABLE 54 RoAPAC Chlorinated Polyvinyl Chloride Market estimates & forecasts, 2020-2030 (USD Billion)
TABLE 55 RoAPAC Chlorinated Polyvinyl Chloride Market estimates & forecasts by segment 2020-2030 (USD Billion)
TABLE 56 RoAPAC Chlorinated Polyvinyl Chloride Market estimates & forecasts by segment 2020-2030 (USD Billion)
TABLE 57 Brazil Chlorinated Polyvinyl Chloride Market estimates & forecasts, 2020-2030 (USD Billion)
TABLE 58 Brazil Chlorinated Polyvinyl Chloride Market estimates & forecasts by segment 2020-2030 (USD Billion)
TABLE 59 Brazil Chlorinated Polyvinyl Chloride Market estimates & forecasts by segment 2020-2030 (USD Billion)
TABLE 60 Mexico Chlorinated Polyvinyl Chloride Market estimates & forecasts, 2020-2030 (USD Billion)
TABLE 61 Mexico Chlorinated Polyvinyl Chloride Market estimates & forecasts by segment 2020-2030 (USD Billion)
TABLE 62 Mexico Chlorinated Polyvinyl Chloride Market estimates & forecasts by segment 2020-2030 (USD Billion)
TABLE 63 RoLA Chlorinated Polyvinyl Chloride Market estimates & forecasts, 2020-2030 (USD Billion)
TABLE 64 RoLA Chlorinated Polyvinyl Chloride Market estimates & forecasts by segment 2020-2030 (USD Billion)
TABLE 65 RoLA Chlorinated Polyvinyl Chloride Market estimates & forecasts by segment 2020-2030 (USD Billion)
TABLE 66 Saudi Arabia Chlorinated Polyvinyl Chloride Market estimates & forecasts, 2020-2030 (USD Billion)
TABLE 67 South Africa Chlorinated Polyvinyl Chloride Market estimates & forecasts by segment 2020-2030 (USD Billion)
TABLE 68 RoMEA Chlorinated Polyvinyl Chloride Market estimates & forecasts by segment 2020-2030 (USD Billion)
TABLE 69 List of secondary sources, used in the study of global Chlorinated Polyvinyl Chloride Market
TABLE 70 List of primary sources, used in the study of global Chlorinated Polyvinyl Chloride Market
TABLE 71 Years considered for the study
TABLE 72 Exchange rates considered
List of tables and figures and dummy in nature, final lists may vary in the final deliverable

LIST OF FIGURES

FIG 1 Global Chlorinated Polyvinyl Chloride Market, research methodology
FIG 2 Global Chlorinated Polyvinyl Chloride Market, Market estimation techniques
FIG 3 Global Market size estimates & forecast methods
FIG 4 Global Chlorinated Polyvinyl Chloride Market, key trends 2022
FIG 5 Global Chlorinated Polyvinyl Chloride Market, growth prospects 2023-2030
FIG 6 Global Chlorinated Polyvinyl Chloride Market, porters 5 force model
FIG 7 Global Chlorinated Polyvinyl Chloride Market, pest analysis
FIG 8 Global Chlorinated Polyvinyl Chloride Market, value chain analysis
FIG 9 Global Chlorinated Polyvinyl Chloride Market by segment, 2020 & 2030 (USD Billion)
FIG 10 Global Chlorinated Polyvinyl Chloride Market by segment, 2020 & 2030 (USD Billion)
FIG 11 Global Chlorinated Polyvinyl Chloride Market by segment, 2020 & 2030 (USD Billion)
FIG 12 Global Chlorinated Polyvinyl Chloride Market by segment, 2020 & 2030 (USD Billion)
FIG 13 Global Chlorinated Polyvinyl Chloride Market by segment, 2020 & 2030 (USD Billion)
FIG 14 Global Chlorinated Polyvinyl Chloride Market, regional snapshot 2020 & 2030
FIG 15 North America Chlorinated Polyvinyl Chloride Market 2020 & 2030 (USD Billion)
FIG 16 Europe Chlorinated Polyvinyl Chloride Market 2020 & 2030 (USD Billion)
FIG 17 Asia pacific Chlorinated Polyvinyl Chloride Market 2020 & 2030 (USD Billion)
FIG 18 Latin America Chlorinated Polyvinyl Chloride Market 2020 & 2030 (USD Billion)
FIG 19 Middle East & Africa Chlorinated Polyvinyl Chloride Market 2020 & 2030 (USD Billion)
List of tables and figures and dummy in nature, final lists may vary in the final deliverable


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