Global Activated Carbon Competitive Landscape Professional Research Report 2024

Report Format: PDF   |   Report ID: 5686921   |   Published Date: August 2024   |   Pages:  170+  

Research Summary
Activated carbon, also known as activated charcoal, is a highly porous form of carbon with a large surface area and a network of interconnected pores. It is produced by heating carbon-rich materials, such as wood, coconut shells, or coal, to high temperatures in the absence of oxygen, a process called activation. This activation process removes impurities and volatiles, leaving behind a carbon structure with a high degree of microporosity and surface area. Activated carbon is widely used for its adsorption properties, which enable it to trap and remove contaminants, pollutants, and odors from air, water, and other liquids and gases. It is commonly used in air and water purification systems, gas masks, respirators, chemical filtration, wastewater treatment, medical applications, and various industrial processes. Additionally, activated carbon is used in the production of batteries, catalysts, food and beverage processing, and pharmaceuticals, among other applications, due to its versatility and effectiveness in adsorbing a wide range of substances.
According to DIResearch's in-depth investigation and research, the global Activated Carbon market size will reach US$ XX Million in 2024, and is expected to reach US$ XX Million in 2030, with a CAGR of XX% (2025-2030). Among them, the China market has changed rapidly in the past few years. The market size in 2024 will be US$ XX Million, accounting for approximately XX% of the world. It is expected to reach US$ XX Million in 2030, and the global share will reach XX%.
The major global manufacturers of Activated Carbon include Ingevity Corporation, Kuraray, Osaka Gas Chemicals, Fujian Yuanli Active Carbon, Norit, Haycarb, Arq, Inc, Donau Carbon, Futamura Chemical, Core Carbons, MuLinSen Activated Carbon, DESOTEC Activated Carbon, Fujian Xinsen Carbon, Ningxia Huahui Activated Carbon, China Energy Investment Corporation, Silcarbon Aktivkohle GmbH, Active Char Products, Boyce Carbon, CarboTech AC GmbH, Premium A.C. Corporation, Shanxi Xinhua Chemical, Carbon Activated Corp, Philippine-Japan Active Carbon Corp, Fujian Zhixing etc. The global players competition landscape in this report is divided into three tiers. The first tiers is the global leading enterprise, which occupies a major market share, is in a leading position in the industry, has strong competitiveness and influence, and has a large revenue scale; the second tiers has a certain share and popularity in the market, actively follows the industry leaders in product, service or technological innovation, and has a medium revenue scale; the third tiers has a smaller share in the market, has a lower brand awareness, mainly focuses on the local market, and has a relatively small revenue scale.
This report studies the market size, price trends and future development prospects of Activated Carbon. Focus on analysing the market share, product portfolio, prices, sales volume, 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 Activated Carbon market. The report data covers historical data from 2018 to 2023, based year in 2024 and forecast data from 2025 to 2030.
The regions and countries in the report include North America, Europe, China, APAC (excl. China), Latin America and Middle East and Africa, covering the Activated Carbon 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 Activated Carbon 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 Activated Carbon Include:
Ingevity Corporation
Kuraray
Osaka Gas Chemicals
Fujian Yuanli Active Carbon
Norit
Haycarb
Arq, Inc
Donau Carbon
Futamura Chemical
Core Carbons
MuLinSen Activated Carbon
DESOTEC Activated Carbon
Fujian Xinsen Carbon
Ningxia Huahui Activated Carbon
China Energy Investment Corporation
Silcarbon Aktivkohle GmbH
Active Char Products
Boyce Carbon
CarboTech AC GmbH
Premium A.C. Corporation
Shanxi Xinhua Chemical
Carbon Activated Corp
Philippine-Japan Active Carbon Corp
Fujian Zhixing
Activated Carbon Product Segment Include:
Coal-based Activated Carbon
Wood-based Activated Carbon
Coconut-based Activated Carbon
Activated Carbon Product Application Include:
Water Treatment
Air Purification
Mercury Control
Food & Beverages
Industrial Processes
Pharmaceuticals
Others
Chapter Scope
Chapter 1: Product Research Range, Product Types and Applications, Market Overview, Market Situation and Trends
Chapter 2: Global Activated Carbon Capacity and Production Analysis
Chapter 3: Global Activated Carbon Industry PESTEL Analysis
Chapter 4: Global Activated Carbon Industry Porter's Five Forces Analysis
Chapter 5: Global Activated Carbon Major Regional Market Size (Revenue, Sales, Price) and Forecast Analysis
Chapter 6: Global Activated Carbon Market Size and Forecast by Type and Application Analysis
Chapter 7: North America Activated Carbon Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 8: Europe Activated Carbon Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 9: China Activated Carbon Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 10: APAC (Excl. China) Activated Carbon Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 11: Latin America Activated Carbon Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 12: Middle East and Africa Activated Carbon Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 13: Global Activated Carbon 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
Table of Contents

1 Activated Carbon Market Overview

1.1 Product Definition and Statistical Scope

1.2 Activated Carbon Product by Type

1.2.1 Global Activated Carbon Market Size by Type, 2023 VS 2024 VS 2030

1.2.2 Coal-based Activated Carbon

1.2.3 Wood-based Activated Carbon

1.2.4 Coconut-based Activated Carbon

1.3 Activated Carbon Product by Application

1.3.1 Global Activated Carbon Market Size by Application, 2023 VS 2024 VS 2030

1.3.2 Water Treatment

1.3.3 Air Purification

1.3.4 Mercury Control

1.3.5 Food & Beverages

1.3.6 Industrial Processes

1.3.7 Pharmaceuticals

1.3.8 Others

1.4 Global Activated Carbon Market Revenue and Sales Analysis

1.4.1 Global Activated Carbon Market Size Analysis (2019-2030)

1.4.2 Global Activated Carbon Market Sales Analysis (2019-2030)

1.4.3 Global Activated Carbon Market Sales Price Trend Analysis (2019-2030)

1.5 Activated Carbon Market Development Status and Trends

1.5.1 Activated Carbon Industry Development Status Analysis

1.5.2 Activated Carbon Industry Development Trends Analysis

2 Global Activated Carbon Capacity and Production Analysis

2.1 Global Activated Carbon Production Capacity (2019-2030)

2.2 Global Activated Carbon Production by Region: 2023 VS 2024 VS 2030

2.3 Global Activated Carbon Production by Region

2.3.1 Global Activated Carbon Historic Production by Region (2019-2024)

2.3.2 Global Activated Carbon Forecasted Production by Region (2025-2030)

2.3.3 Global Activated Carbon Production Market Share by Region (2019-2030)

3 Activated Carbon 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 Activated Carbon 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 Activated Carbon Market Analysis by Regions

5.1 Activated Carbon Overall Market: 2023 VS 2024 VS 2030

5.2 Global Activated Carbon Revenue and Forecast Analysis (2019-2030)

5.2.1 Global Activated Carbon Revenue and Market Share by Region (2019-2024)

5.2.2 Global Activated Carbon Revenue Forecast by Region (2025-2030)

5.3 Global Activated Carbon Sales and Forecast Analysis (2019-2030)

5.3.1 Global Activated Carbon Sales and Market Share by Region (2019-2024)

5.3.2 Global Activated Carbon Sales Forecast by Region (2025-2030)

5.4 Global Activated Carbon Sales Price Trend Analysis (2019-2030)

6 Global Activated Carbon Market Size by Type and Application

6.1 Global Activated Carbon Market Size by Type

6.1.1 Global Activated Carbon Revenue and Forecast Analysis by Type (2019-2030)

6.1.2 Global Activated Carbon Sales and Forecast Analysis by Type (2019-2030)

6.2 Global Activated Carbon Market Size by Application

6.2.1 Global Activated Carbon Revenue and Forecast Analysis by Application (2019-2030)

6.2.2 Global Activated Carbon Sales and Forecast Analysis by Application (2019-2030)

7 North America

7.1 North America Activated Carbon Market Size and Growth Rate Analysis (2019-2030)

7.2 North America Key Manufacturers Analysis

7.3 North America Activated Carbon Market Size by Type

7.3.1 North America Activated Carbon Sales by Type (2019-2030)

7.3.2 North America Activated Carbon Revenue by Type (2019-2030)

7.4 North America Activated Carbon Market Size by Application

7.4.1 North America Activated Carbon Sales by Application (2019-2030)

7.4.2 North America Activated Carbon Revenue by Application (2019-2030)

7.5 North America Activated Carbon Market Size by Country

7.5.1 US

7.5.2 Canada

8 Europe

8.1 Europe Activated Carbon Market Size and Growth Rate Analysis (2019-2030)

8.2 Europe Key Manufacturers Analysis

8.3 Europe Activated Carbon Market Size by Type

8.3.1 Europe Activated Carbon Sales by Type (2019-2030)

8.3.2 Europe Activated Carbon Revenue by Type (2019-2030)

8.4 Europe Activated Carbon Market Size by Application

8.4.1 Europe Activated Carbon Sales by Application (2019-2030)

8.4.2 ? Europe Activated Carbon Revenue by Application (2019-2030)

8.5 Europe Activated Carbon 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 Activated Carbon Market Size and Growth Rate Analysis (2019-2030)

9.2 China Key Manufacturers Analysis

9.3 China Activated Carbon Market Size by Type

9.3.1 China Activated Carbon Sales by Type (2019-2030)

9.3.2 China Activated Carbon Revenue by Type (2019-2030)

9.4 China Activated Carbon Market Size by Application

9.4.1 China Activated Carbon Sales by Application (2019-2030)

9.4.2 China Activated Carbon Revenue by Application (2019-2030)

10 APAC (excl. China)

10.1 APAC (excl. China) Activated Carbon Market Size and Growth Rate Analysis (2019-2030)

10.2 APAC (excl. China) Key Manufacturers Analysis

10.3 APAC (excl. China) Activated Carbon Market Size by Type

10.3.1 APAC (excl. China) Activated Carbon Sales by Type (2019-2030)

10.3.2 APAC (excl. China) Activated Carbon Revenue by Type (2019-2030)

10.4 APAC (excl. China) Activated Carbon Market Size by Application

10.4.1 APAC (excl. China) Activated Carbon Sales by Application (2019-2030)

10.4.2 APAC (excl. China) Activated Carbon Revenue by Application (2019-2030)

10.5 APAC (excl. China) Activated Carbon Market Size by Country

10.5.1 Japan

10.5.2 South Korea

10.5.3 India

10.5.4 Australia

10.5.5 Indonesia

10.5.6 Vietnam

10.5.7 Malaysia

10.5.8 Thailand

11 Latin America

11.1 Latin America Activated Carbon Market Size and Growth Rate Analysis (2019-2030)

11.2 Latin America Key Manufacturers Analysis

11.3 Latin America Activated Carbon Market Size by Type

11.3.1 Latin America Activated Carbon Sales by Type (2019-2030)

11.3.2 Latin America Activated Carbon Revenue by Type (2019-2030)

11.4 Latin America Activated Carbon Market Size by Application

11.4.1 Latin America Activated Carbon Sales by Application (2019-2030)

11.4.2 Latin America Activated Carbon Revenue by Application (2019-2030)

11.5 Latin America Activated Carbon Market Size by Country

11.5.1 Mexico

11.5.2 Brazil

12 Middle East & Africa

12.1 Middle East & Africa Activated Carbon Market Size and Growth Rate Analysis (2019-2030)

12.2 Middle East & Africa Key Manufacturers Analysis

12.3 Middle East & Africa Activated Carbon Market Size by Type

12.3.1 Middle East & Africa Activated Carbon Sales by Type (2019-2030)

12.3.2 Middle East & Africa Activated Carbon Revenue by Type (2019-2030)

12.4 Middle East & Africa Activated Carbon Market Size by Application

12.4.1 Middle East & Africa Activated Carbon Sales by Application (2019-2030)

12.4.2 Middle East & Africa Activated Carbon Revenue by Application (2019-2030)

12.5 Middle East & Africa Activated Carbon Market Size by Country

12.5.1 Saudi Arabia

12.5.2 South Africa

13 Competition by Manufacturers

13.1 Global Activated Carbon Market Sales, Revenue and Price by Key Manufacturers (2020-2024)

13.1.1 Global Activated Carbon Market Sales by Key Manufacturers (2020-2024)

13.1.2 Global Activated Carbon Market Revenue by Key Manufacturers (2020-2024)

13.1.3 Global Activated Carbon Average Sales Price by Manufacturers (2020-2024)

13.2 Activated Carbon Competitive Landscape Analysis and Market Dynamic

13.2.1 Activated Carbon 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 Ingevity Corporation

14.1.1 Ingevity Corporation Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.1.2 Ingevity Corporation Activated Carbon Product Portfolio

14.1.3 Ingevity Corporation Activated Carbon Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.2 Kuraray

14.2.1 Kuraray Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.2.2 Kuraray Activated Carbon Product Portfolio

14.2.3 Kuraray Activated Carbon Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.3 Osaka Gas Chemicals

14.3.1 Osaka Gas Chemicals Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.3.2 Osaka Gas Chemicals Activated Carbon Product Portfolio

14.3.3 Osaka Gas Chemicals Activated Carbon Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.4 Fujian Yuanli Active Carbon

14.4.1 Fujian Yuanli Active Carbon Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.4.2 Fujian Yuanli Active Carbon Activated Carbon Product Portfolio

14.4.3 Fujian Yuanli Active Carbon Activated Carbon Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.5 Norit

14.5.1 Norit Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.5.2 Norit Activated Carbon Product Portfolio

14.5.3 Norit Activated Carbon Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.6 Haycarb

14.6.1 Haycarb Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.6.2 Haycarb Activated Carbon Product Portfolio

14.6.3 Haycarb Activated Carbon Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.7 Arq, Inc

14.7.1 Arq, Inc Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.7.2 Arq, Inc Activated Carbon Product Portfolio

14.7.3 Arq, Inc Activated Carbon Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.8 Donau Carbon

14.8.1 Donau Carbon Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.8.2 Donau Carbon Activated Carbon Product Portfolio

14.8.3 Donau Carbon Activated Carbon Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.9 Futamura Chemical

14.9.1 Futamura Chemical Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.9.2 Futamura Chemical Activated Carbon Product Portfolio

14.9.3 Futamura Chemical Activated Carbon Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.10 Core Carbons

14.10.1 Core Carbons Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.10.2 Core Carbons Activated Carbon Product Portfolio

14.10.3 Core Carbons Activated Carbon Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.11 MuLinSen Activated Carbon

14.11.1 MuLinSen Activated Carbon Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.11.2 MuLinSen Activated Carbon Activated Carbon Product Portfolio

14.11.3 MuLinSen Activated Carbon Activated Carbon Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.12 DESOTEC Activated Carbon

14.12.1 DESOTEC Activated Carbon Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.12.2 DESOTEC Activated Carbon Activated Carbon Product Portfolio

14.12.3 DESOTEC Activated Carbon Activated Carbon Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.13 Fujian Xinsen Carbon

14.13.1 Fujian Xinsen Carbon Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.13.2 Fujian Xinsen Carbon Activated Carbon Product Portfolio

14.13.3 Fujian Xinsen Carbon Activated Carbon Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.14 Ningxia Huahui Activated Carbon

14.14.1 Ningxia Huahui Activated Carbon Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.14.2 Ningxia Huahui Activated Carbon Activated Carbon Product Portfolio

14.14.3 Ningxia Huahui Activated Carbon Activated Carbon Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.15 China Energy Investment Corporation

14.15.1 China Energy Investment Corporation Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.15.2 China Energy Investment Corporation Activated Carbon Product Portfolio

14.15.3 China Energy Investment Corporation Activated Carbon Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.16 Silcarbon Aktivkohle GmbH

14.16.1 Silcarbon Aktivkohle GmbH Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.16.2 Silcarbon Aktivkohle GmbH Activated Carbon Product Portfolio

14.16.3 Silcarbon Aktivkohle GmbH Activated Carbon Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.17 Active Char Products

14.17.1 Active Char Products Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.17.2 Active Char Products Activated Carbon Product Portfolio

14.17.3 Active Char Products Activated Carbon Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.18 Boyce Carbon

14.18.1 Boyce Carbon Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.18.2 Boyce Carbon Activated Carbon Product Portfolio

14.18.3 Boyce Carbon Activated Carbon Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.19 CarboTech AC GmbH

14.19.1 CarboTech AC GmbH Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.19.2 CarboTech AC GmbH Activated Carbon Product Portfolio

14.19.3 CarboTech AC GmbH Activated Carbon Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.20 Premium A.C. Corporation

14.20.1 Premium A.C. Corporation Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.20.2 Premium A.C. Corporation Activated Carbon Product Portfolio

14.20.3 Premium A.C. Corporation Activated Carbon Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.21 Shanxi Xinhua Chemical

14.21.1 Shanxi Xinhua Chemical Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.21.2 Shanxi Xinhua Chemical Activated Carbon Product Portfolio

14.21.3 Shanxi Xinhua Chemical Activated Carbon Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.22 Carbon Activated Corp

14.22.1 Carbon Activated Corp Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.22.2 Carbon Activated Corp Activated Carbon Product Portfolio

14.22.3 Carbon Activated Corp Activated Carbon Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.23 Philippine-Japan Active Carbon Corp

14.23.1 Philippine-Japan Active Carbon Corp Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.23.2 Philippine-Japan Active Carbon Corp Activated Carbon Product Portfolio

14.23.3 Philippine-Japan Active Carbon Corp Activated Carbon Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.24 Fujian Zhixing

14.24.1 Fujian Zhixing Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.24.2 Fujian Zhixing Activated Carbon Product Portfolio

14.24.3 Fujian Zhixing Activated Carbon Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

15 Industry Chain Analysis

15.1 Activated Carbon Industry Chain Analysis

15.2 Activated Carbon Industry Upstream Supply Analysis

15.2.1 Upstream Key Raw Material Supply Analysis

15.2.2 Raw Material Suppliers and Contact Information

15.3 Activated Carbon Typical Downstream Customers

15.4 Activated Carbon 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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