Global Ethylene Oxide (EO) Competitive Landscape Professional Research Report 2025

Research Summary

Ethylene oxide (EO), also known as oxirane, is a highly reactive and flammable organic compound with the chemical formula C2H4O. It is a colorless gas at room temperature but is typically handled as a gas under pressure or in a liquid form due to its volatility. Ethylene oxide is a versatile chemical used in various industrial applications, with its primary use being in the sterilization of medical equipment and supplies. It is also employed in the production of ethylene glycols, which are key components in the manufacture of antifreeze, plastics, and polyester fibers. Additionally, ethylene oxide is used as a fumigant for sterilizing agricultural products, spices, and certain types of commodities. Due to its flammable and highly reactive nature, ethylene oxide is handled with great care, and its use is subject to strict safety and regulatory controls to minimize health and environmental risks.

According to DIResearch's in-depth investigation and research, the global Ethylene Oxide (EO) market size was valued at XX Million USD in 2024 and is projected to reach XX Million USD by 2032, with a CAGR of XX% (2025-2032). Notably, the China market has changed rapidly in the past few years. By 2024, China's market size is expected to be XX Million USD, representing approximately XX% of the global market share. By 2032, it is anticipated to grow further to XX Million USD, contributing XX% to the worldwide market share.

The major global  manufacturers of Ethylene Oxide (EO) include Dow Chemical, Sharq, Formosa, Yansab, Shell, Al-Jubail Petrochemical Company, Sinopec, Reliance, Basf, Indorama Ventures, Ineos, Huntsman, PTT Global Chemical, LyondellBasell, Indian Oil, Oriental Union Chemical, CNPC, Sibur, Nippon Shokubai, India Glycol Limited, Eastman, Kazanorgsintez, Sasol etc. The global players competition landscape in this report is divided into three tiers. The first tier comprises global leading enterprises that command a substantial market share, hold a dominant industry position, possess strong competitiveness and influence, and generate significant revenue. The second tier includes companies with a notable market presence and reputation; these firms actively follow industry leaders in product, service, or technological innovation and maintain a moderate revenue scale. The third tier consists of smaller companies with limited market share and lower brand recognition, primarily focused on local markets and generating comparatively lower revenue.

This report studies the market size, price trends and future development prospects of Ethylene Oxide (EO). Focus on analysing the market share, product portfolio, prices, sales, revenue and gross profit margin of global major manufacturers, as well as the market status and trends of different product types and applications in the global Ethylene Oxide (EO) market. The report data covers historical data from 2020 to 2024, based year in 2025 and forecast data from 2026 to 2032.

The regions and countries in the report include North America, Europe, China, APAC (excl. China), Latin America and Middle East and Africa, covering the Ethylene Oxide (EO) market conditions and future development trends of key regions and countries, combined with industry-related policies and the latest technological developments, analyze the development characteristics of Ethylene Oxide (EO) industries in various regions and countries, help companies understand the development characteristics of each region, help companies formulate business strategies, and achieve the ultimate goal of the company's global development strategy.  

The data sources of this report mainly include the National Bureau of Statistics, customs databases, industry associations, corporate financial reports, third-party databases, etc. Among them, macroeconomic data mainly comes from the National Bureau of Statistics, International Economic Research Organization; industry statistical data mainly come from industry associations; company data mainly comes from interviews, public information collection, third-party reliable databases, and price data mainly comes from various markets monitoring database.

Global Key Manufacturers of Ethylene Oxide (EO) Include:

Dow Chemical

Sharq

Formosa

Yansab

Shell

Al-Jubail Petrochemical Company

Sinopec

Reliance

Basf

Indorama Ventures

Ineos

Huntsman

PTT Global Chemical

LyondellBasell

Indian Oil

Oriental Union Chemical

CNPC

Sibur

Nippon Shokubai

India Glycol Limited

Eastman

Kazanorgsintez

Sasol

Ethylene Oxide (EO) Product Segment Include:

SD-Oxidation

Shell-Oxidation

Dow-Oxidation

Others

Ethylene Oxide (EO) Product Application Include:

Ethylene Glycol

Surfactant

Ethanolamine

Others

Chapter Scope

Chapter 1: Product Research Range, Product Types and Applications, Market Overview, Market Situation and Trends

Chapter 2: Global Ethylene Oxide (EO) Capacity and Production Analysis

Chapter 3: Global Ethylene Oxide (EO) Industry PESTEL Analysis

Chapter 4: Global Ethylene Oxide (EO) Industry Porter's Five Forces Analysis

Chapter 5: Global Ethylene Oxide (EO) Major Regional Market Size (Revenue, Sales, Price) and Forecast Analysis

Chapter 6: Global Ethylene Oxide (EO) Market Size and Forecast by Type and Application Analysis

Chapter 7: North America Ethylene Oxide (EO) Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)

Chapter 8: Europe Ethylene Oxide (EO) Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)

Chapter 9: China Ethylene Oxide (EO) Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)

Chapter 10: APAC (Excl. China) Ethylene Oxide (EO) Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)

Chapter 11: Latin America Ethylene Oxide (EO) Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)

Chapter 12: Middle East and Africa Ethylene Oxide (EO) Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)

Chapter 13: Global Ethylene Oxide (EO) Competitive Analysis of Key Manufacturers (Sales, Revenue, Market Share, Price, Regional Distribution and Industry Concentration)

Chapter 14: Key Company Profiles (Product Portfolio, Sales, Revenue, Price and Gross Margin)

Chapter 15: Industrial Chain Analysis, Include Raw Material Suppliers, Distributors and Customers

Chapter 16: Research Findings and Conclusion

Chapter 17: Methodology and Data Sources


1 Ethylene Oxide (EO) Market Overview
1.1 Product Definition and Statistical Scope
1.2 Ethylene Oxide (EO) Product by Type
1.2.1 SD-Oxidation
1.2.2 Shell-Oxidation
1.2.3 Dow-Oxidation
1.2.4 Others
1.3 Ethylene Oxide (EO) Product by Application
1.3.1 Ethylene Glycol
1.3.2 Surfactant
1.3.3 Ethanolamine
1.3.4 Others
1.4 Global Ethylene Oxide (EO) Market Revenue and Sales Analysis
1.4.1 Global Ethylene Oxide (EO) Revenue Market Size Analysis (2020-2032)
1.4.2 Global Ethylene Oxide (EO) Sales Market Size Analysis (2020-2032)
1.4.3 Global Ethylene Oxide (EO) Market Sales Price Trend Analysis (2020-2032)
1.5 Ethylene Oxide (EO) Industry Trends and Innovation
1.5.1 Ethylene Oxide (EO) Industry Trends and Innovation
1.5.2 Ethylene Oxide (EO) Market Drivers and Challenges
2 Global Ethylene Oxide (EO) Capacity and Production Analysis
2.1 Global Ethylene Oxide (EO) Capacity, Production and Utilization (2020-2032)
2.2 Global Ethylene Oxide (EO) Production Growth Trend by Region: 2024 VS 2025 VS 2030
2.3 Global Ethylene Oxide (EO) Production by Region
2.3.1 Global Ethylene Oxide (EO) Production by Region (2020-2025)
2.3.2 Global Ethylene Oxide (EO) Production Forecast by Region (2026-2032)
2.3.3 Global Ethylene Oxide (EO) Production Market Share by Region (2020-2032)
3 Ethylene Oxide (EO) Market PESTEL Analysis
3.1 Political Factors Analysis
3.2 Economic Factors Analysis
3.3 Social Factors Analysis
3.4 Technological Factors Analysis
3.5 Environmental Factors Analysis
3.6 Legal Factors Analysis
4 Ethylene Oxide (EO) Market Porter's Five Forces Analysis
4.1 Competitive Rivalry
4.2 Threat of New Entrants
4.3 Bargaining Power of Suppliers
4.4 Bargaining Power of Buyers
4.5 Threat of Substitutes
5 Global Ethylene Oxide (EO) Market Analysis by Regions
5.1 Ethylene Oxide (EO) Overall Market: 2024 VS 2025 VS 2032
5.2 Global Ethylene Oxide (EO) Revenue and Forecast Analysis (2020-2032)
5.2.1 Global Ethylene Oxide (EO) Revenue and Market Share by Region (2020-2025)
5.2.2 Global Ethylene Oxide (EO) Revenue and Market Forecast by Region (2026-2032)
5.3 Global Ethylene Oxide (EO) Sales and Forecast Analysis (2020-2032)
5.3.1 Global Ethylene Oxide (EO) Sales and Market Share by Region (2020-2025)
5.3.2 Global Ethylene Oxide (EO) Sales and Market Forecast by Region (2026-2032)
5.4 Global Ethylene Oxide (EO) Sales Price Trend Analysis (2020-2032)
6 Global Ethylene Oxide (EO) Market Size by Type and Application
6.1 Global Ethylene Oxide (EO) Market Size by Type
6.1.1 Global Ethylene Oxide (EO) Revenue and Forecast Analysis by Type (2020-2032)
6.1.2 Global Ethylene Oxide (EO) Sales and Forecast Analysis by Type (2020-2032)
6.2 Global Ethylene Oxide (EO) Market Size by Application
6.2.1 Global Ethylene Oxide (EO) Revenue and Forecast Analysis by Application (2020-2032)
6.2.2 Global Ethylene Oxide (EO) Sales and Forecast Analysis by Application (2020-2032)
7 North America
7.1 North America Ethylene Oxide (EO) Market Size and Growth Rate Analysis (2020-2032)
7.2 North America Key Manufacturers Analysis
7.3 North America Ethylene Oxide (EO) Market Size by Type
7.3.1 North America Ethylene Oxide (EO) Sales by Type (2020-2032)
7.3.2 North America Ethylene Oxide (EO) Revenue by Type (2020-2032)
7.4 North America Ethylene Oxide (EO) Market Size by Application
7.4.1 North America Ethylene Oxide (EO) Sales by Application (2020-2032)
7.4.2 North America Ethylene Oxide (EO) Revenue by Application (2020-2032)
7.5 North America Ethylene Oxide (EO) Market Size by Country
7.5.1 US
7.5.2 Canada
8 Europe
8.1 Europe Ethylene Oxide (EO) Market Size and Growth Rate Analysis (2020-2032)
8.2 Europe Key Manufacturers Analysis
8.3 Europe Ethylene Oxide (EO) Market Size by Type
8.3.1 Europe Ethylene Oxide (EO) Sales by Type (2020-2032)
8.3.2 Europe Ethylene Oxide (EO) Revenue by Type (2020-2032)
8.4 Europe Ethylene Oxide (EO) Market Size by Application
8.4.1 Europe Ethylene Oxide (EO) Sales by Application (2020-2032)
8.4.2 Europe Ethylene Oxide (EO) Revenue by Application (2020-2032)
8.5 Europe Ethylene Oxide (EO) Market Size by Country
8.5.1 Germany
8.5.2 France
8.5.3 United Kingdom
8.5.4 Italy
8.5.5 Spain
8.5.6 Benelux
9 China
9.1 China Ethylene Oxide (EO) Market Size and Growth Rate Analysis (2020-2032)
9.2 China Key Manufacturers Analysis
9.3 China Ethylene Oxide (EO) Market Size by Type
9.3.1 China Ethylene Oxide (EO) Sales by Type (2020-2032)
9.3.2 China Ethylene Oxide (EO) Revenue by Type (2020-2032)
9.4 China Ethylene Oxide (EO) Market Size by Application
9.4.1 China Ethylene Oxide (EO) Sales by Application (2020-2032)
9.4.2 China Ethylene Oxide (EO) Revenue by Application (2020-2032)
10 APAC (excl. China)
10.1 APAC (excl. China) Ethylene Oxide (EO) Market Size and Growth Rate Analysis (2020-2032)
10.2 APAC (excl. China) Key Manufacturers Analysis
10.3 APAC (excl. China) Ethylene Oxide (EO) Market Size by Type
10.3.1 APAC (excl. China) Ethylene Oxide (EO) Sales by Type (2020-2032)
10.3.2 APAC (excl. China) Ethylene Oxide (EO) Revenue by Type (2020-2032)
10.4 APAC (excl. China) Ethylene Oxide (EO) Market Size by Application
10.4.1 APAC (excl. China) Ethylene Oxide (EO) Sales by Application (2020-2032)
10.4.2 APAC (excl. China) Ethylene Oxide (EO) Revenue by Application (2020-2032)
10.5 APAC (excl. China) Ethylene Oxide (EO) Market Size by Country
10.5.1 Japan
10.5.2 South Korea
10.5.3 India
10.5.4 Australia
10.5.5 Southeast Asia
11 Latin America
11.1 Latin America Ethylene Oxide (EO) Market Size and Growth Rate Analysis (2020-2032)
11.2 Latin America Key Manufacturers Analysis
1`.3 Latin America Ethylene Oxide (EO) Market Size by Type
11.3.1 Latin America Ethylene Oxide (EO) Sales by Type (2020-2032)
11.3.2 Latin America Ethylene Oxide (EO) Revenue by Type (2020-2032)
11.4 Latin America Ethylene Oxide (EO) Market Size by Application
11.4.1 Latin America Ethylene Oxide (EO) Sales by Application (2020-2032)
11.4.2 Latin America Ethylene Oxide (EO) Revenue by Application (2020-2032)
11.5 Latin America Ethylene Oxide (EO) Market Size by Country
11.6 Latin America Ethylene Oxide (EO) Market Size by Country
11.6.1 Mexico
11.6.2 Brazil
12 Middle East & Africa
12.1 Middle East & Africa Ethylene Oxide (EO) Market Size and Growth Rate Analysis (2020-2032)
12.2 Middle East & Africa Key Manufacturers Analysis
12.3 Middle East & Africa Ethylene Oxide (EO) Market Size by Type
12.3.1 Middle East & Africa Ethylene Oxide (EO) Sales by Type (2020-2032)
12.3.2 Middle East & Africa Ethylene Oxide (EO) Revenue by Type (2020-2032)
12.4 Middle East & Africa Ethylene Oxide (EO) Market Size by Application
12.4.1 Middle East & Africa Ethylene Oxide (EO) Sales by Application (2020-2032)
12.4.2 Middle East & Africa Ethylene Oxide (EO) Revenue by Application (2020-2032)
12.5 Middle East Ethylene Oxide (EO) Market Size by Country
12.5.1 Saudi Arabia
12.5.2 South Africa
13 Competition by Manufacturers
13.1 Global Ethylene Oxide (EO) Market Sales, Revenue and Price by Key Manufacturers (2021-2025)
13.1.1 Global Ethylene Oxide (EO) Market Sales by Key Manufacturers (2021-2025)
13.1.2 Global Ethylene Oxide (EO) Market Revenue by Key Manufacturers (2021-2025)
13.1.3 Global Ethylene Oxide (EO) Average Sales Price by Manufacturers (2021-2025)
13.2 Ethylene Oxide (EO) Competitive Landscape Analysis and Market Dynamic
13.2.1 Ethylene Oxide (EO) Competitive Landscape Analysis
13.2.2 Global Key Manufacturers Headquarter Location and Key Area Sales
13.2.3 Market Dynamic
14 Key Companies Analysis
14.1 Dow Chemical
14.1.1 Dow Chemical Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
14.1.2 Dow Chemical Ethylene Oxide (EO) Product Portfolio
14.1.3 Dow Chemical Ethylene Oxide (EO) Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
14.2 Sharq
14.2.1 Sharq Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
14.2.2 Sharq Ethylene Oxide (EO) Product Portfolio
14.2.3 Sharq Ethylene Oxide (EO) Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
14.3 Formosa
14.3.1 Formosa Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
14.3.2 Formosa Ethylene Oxide (EO) Product Portfolio
14.3.3 Formosa Ethylene Oxide (EO) Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
14.4 Yansab
14.4.1 Yansab Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
14.4.2 Yansab Ethylene Oxide (EO) Product Portfolio
14.4.3 Yansab Ethylene Oxide (EO) Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
14.5 Shell
14.5.1 Shell Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
14.5.2 Shell Ethylene Oxide (EO) Product Portfolio
14.5.3 Shell Ethylene Oxide (EO) Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
14.6 Al-Jubail Petrochemical Company
14.6.1 Al-Jubail Petrochemical Company Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
14.6.2 Al-Jubail Petrochemical Company Ethylene Oxide (EO) Product Portfolio
14.6.3 Al-Jubail Petrochemical Company Ethylene Oxide (EO) Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
14.7 Sinopec
14.7.1 Sinopec Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
14.7.2 Sinopec Ethylene Oxide (EO) Product Portfolio
14.7.3 Sinopec Ethylene Oxide (EO) Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
14.8 Reliance
14.8.1 Reliance Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
14.8.2 Reliance Ethylene Oxide (EO) Product Portfolio
14.8.3 Reliance Ethylene Oxide (EO) Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
14.9 Basf
14.9.1 Basf Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
14.9.2 Basf Ethylene Oxide (EO) Product Portfolio
14.9.3 Basf Ethylene Oxide (EO) Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
14.10 Indorama Ventures
14.10.1 Indorama Ventures Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
14.10.2 Indorama Ventures Ethylene Oxide (EO) Product Portfolio
14.10.3 Indorama Ventures Ethylene Oxide (EO) Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
14.11 Ineos
14.11.1 Ineos Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
14.11.2 Ineos Ethylene Oxide (EO) Product Portfolio
14.11.3 Ineos Ethylene Oxide (EO) Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
14.12 Huntsman
14.12.1 Huntsman Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
14.12.2 Huntsman Ethylene Oxide (EO) Product Portfolio
14.12.3 Huntsman Ethylene Oxide (EO) Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
14.13 PTT Global Chemical
14.13.1 PTT Global Chemical Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
14.13.2 PTT Global Chemical Ethylene Oxide (EO) Product Portfolio
14.13.3 PTT Global Chemical Ethylene Oxide (EO) Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
14.14 LyondellBasell
14.14.1 LyondellBasell Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
14.14.2 LyondellBasell Ethylene Oxide (EO) Product Portfolio
14.14.3 LyondellBasell Ethylene Oxide (EO) Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
14.15 Indian Oil
14.15.1 Indian Oil Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
14.15.2 Indian Oil Ethylene Oxide (EO) Product Portfolio
14.15.3 Indian Oil Ethylene Oxide (EO) Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
14.16 Oriental Union Chemical
14.16.1 Oriental Union Chemical Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
14.16.2 Oriental Union Chemical Ethylene Oxide (EO) Product Portfolio
14.16.3 Oriental Union Chemical Ethylene Oxide (EO) Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
14.17 CNPC
14.17.1 CNPC Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
14.17.2 CNPC Ethylene Oxide (EO) Product Portfolio
14.17.3 CNPC Ethylene Oxide (EO) Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
14.18 Sibur
14.18.1 Sibur Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
14.18.2 Sibur Ethylene Oxide (EO) Product Portfolio
14.18.3 Sibur Ethylene Oxide (EO) Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
14.19 Nippon Shokubai
14.19.1 Nippon Shokubai Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
14.19.2 Nippon Shokubai Ethylene Oxide (EO) Product Portfolio
14.19.3 Nippon Shokubai Ethylene Oxide (EO) Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
14.20 India Glycol Limited
14.20.1 India Glycol Limited Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
14.20.2 India Glycol Limited Ethylene Oxide (EO) Product Portfolio
14.20.3 India Glycol Limited Ethylene Oxide (EO) Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
14.21 Eastman
14.21.1 Eastman Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
14.21.2 Eastman Ethylene Oxide (EO) Product Portfolio
14.21.3 Eastman Ethylene Oxide (EO) Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
14.22 Kazanorgsintez
14.22.1 Kazanorgsintez Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
14.22.2 Kazanorgsintez Ethylene Oxide (EO) Product Portfolio
14.22.3 Kazanorgsintez Ethylene Oxide (EO) Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
14.23 Sasol
14.23.1 Sasol Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
14.23.2 Sasol Ethylene Oxide (EO) Product Portfolio
14.23.3 Sasol Ethylene Oxide (EO) Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
15 Industry Chain Analysis
15.1 Ethylene Oxide (EO) Industry Chain Analysis
15.2 Ethylene Oxide (EO) Industry Raw Material and Suppliers Analysis
15.2.1 Ethylene Oxide (EO) Key Raw Material Supply Analysis
15.2.2 Raw Material Suppliers and Contact Information
15.3 Ethylene Oxide (EO) Typical Downstream Customers
15.4 Ethylene Oxide (EO) Sales Channel Analysis
16 Research Findings and Conclusion
17 Methodology and Data Source
17.1 Methodology/Research Approach
17.2 Research Scope
17.3 Benchmarks and Assumptions
17.4 Date Source
17.4.1 Primary Sources
17.4.2 Secondary Sources
17.5 Data Cross Validation
17.6 Disclaimer

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