Global Coal-based Activated Carbon Competitive Landscape Professional Research Report 2024

Report Format: PDF   |   Report ID: 5691127   |   Published Date: August 2024   |   Pages:  170+  

Research Summary
Coal-based activated carbon is a porous and highly adsorptive material derived from coal, processed through activation techniques to create a large internal surface area. It is widely used in various applications due to its excellent adsorption properties, which enable it to remove impurities, contaminants, and pollutants from air, water, and other fluids. The activation process involves exposing the coal to high temperatures and gases, creating a network of pores and increasing its surface area. This unique structure allows coal-based activated carbon to effectively adsorb a wide range of organic and inorganic compounds, including volatile organic compounds (VOCs), heavy metals, and other harmful substances. It finds applications in water treatment, air purification, gas masks, respirators, industrial processes, and as an adsorbent in numerous chemical and environmental processes. The use of coal-based activated carbon offers an efficient and cost-effective solution for addressing various environmental and purification challenges across different industries.
According to DIResearch's in-depth investigation and research, the global Coal-based 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 Coal-based Activated Carbon include Kuraray, Jacobi Carbons, Fujian Yuanli Active Carbon, Cabot Norit, Ingevity Corporation, Haycarb, Datong Coal Jinding Activated Carbon, China Energy Investment Corporation, ADA-ES, Fujian Xinsen Carbon, MuLinSen Activated Carbon, Shanxi Xinhua Chemical, Boyce Carbon, DESOTEC Activated Carbon, Ningxia Huahui Activated Carbon, Fujian Zhixing, Silcarbon Aktivkohle GmbH, CarboTech AC GmbH, Active Char Products, Donau Carbon 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 Coal-based 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 Coal-based 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 Coal-based 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 Coal-based 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 Coal-based Activated Carbon Include:
Kuraray
Jacobi Carbons
Fujian Yuanli Active Carbon
Cabot Norit
Ingevity Corporation
Haycarb
Datong Coal Jinding Activated Carbon
China Energy Investment Corporation
ADA-ES
Fujian Xinsen Carbon
MuLinSen Activated Carbon
Shanxi Xinhua Chemical
Boyce Carbon
DESOTEC Activated Carbon
Ningxia Huahui Activated Carbon
Fujian Zhixing
Silcarbon Aktivkohle GmbH
CarboTech AC GmbH
Active Char Products
Donau Carbon
Coal-based Activated Carbon Product Segment Include:
Powdered Activated Carbon
Granular Activated Carbon
Others
Coal-based Activated Carbon Product Application Include:
Water Treatment
Air Purification
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 Coal-based Activated Carbon Capacity and Production Analysis
Chapter 3: Global Coal-based Activated Carbon Industry PESTEL Analysis
Chapter 4: Global Coal-based Activated Carbon Industry Porter's Five Forces Analysis
Chapter 5: Global Coal-based Activated Carbon Major Regional Market Size (Revenue, Sales, Price) and Forecast Analysis
Chapter 6: Global Coal-based Activated Carbon Market Size and Forecast by Type and Application Analysis
Chapter 7: North America Coal-based Activated Carbon Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 8: Europe Coal-based Activated Carbon Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 9: China Coal-based Activated Carbon Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 10: APAC (Excl. China) Coal-based Activated Carbon Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 11: Latin America Coal-based 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 Coal-based Activated Carbon Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 13: Global Coal-based 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 Coal-based Activated Carbon Market Overview

1.1 Product Definition and Statistical Scope

1.2 Coal-based Activated Carbon Product by Type

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

1.2.2 Powdered Activated Carbon

1.2.3 Granular Activated Carbon

1.2.4 Others

1.3 Coal-based Activated Carbon Product by Application

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

1.3.2 Water Treatment

1.3.3 Air Purification

1.3.4 Food & Beverages

1.3.5 Industrial Processes

1.3.6 Pharmaceuticals

1.3.7 Others

1.4 Global Coal-based Activated Carbon Market Revenue and Sales Analysis

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

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

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

1.5 Coal-based Activated Carbon Market Development Status and Trends

1.5.1 Coal-based Activated Carbon Industry Development Status Analysis

1.5.2 Coal-based Activated Carbon Industry Development Trends Analysis

2 Global Coal-based Activated Carbon Capacity and Production Analysis

2.1 Global Coal-based Activated Carbon Production Capacity (2019-2030)

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

2.3 Global Coal-based Activated Carbon Production by Region

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

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

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

3 Coal-based 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 Coal-based 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 Coal-based Activated Carbon Market Analysis by Regions

5.1 Coal-based Activated Carbon Overall Market: 2023 VS 2024 VS 2030

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

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

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

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

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

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

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

6 Global Coal-based Activated Carbon Market Size by Type and Application

6.1 Global Coal-based Activated Carbon Market Size by Type

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

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

6.2 Global Coal-based Activated Carbon Market Size by Application

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

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

7 North America

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

7.2 North America Key Manufacturers Analysis

7.3 North America Coal-based Activated Carbon Market Size by Type

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

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

7.4 North America Coal-based Activated Carbon Market Size by Application

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

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

7.5 North America Coal-based Activated Carbon Market Size by Country

7.5.1 US

7.5.2 Canada

8 Europe

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

8.2 Europe Key Manufacturers Analysis

8.3 Europe Coal-based Activated Carbon Market Size by Type

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

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

8.4 Europe Coal-based Activated Carbon Market Size by Application

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

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

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

9.2 China Key Manufacturers Analysis

9.3 China Coal-based Activated Carbon Market Size by Type

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

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

9.4 China Coal-based Activated Carbon Market Size by Application

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

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

10 APAC (excl. China)

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

10.2 APAC (excl. China) Key Manufacturers Analysis

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

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

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

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

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

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

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

11.2 Latin America Key Manufacturers Analysis

11.3 Latin America Coal-based Activated Carbon Market Size by Type

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

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

11.4 Latin America Coal-based Activated Carbon Market Size by Application

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

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

11.5 Latin America Coal-based Activated Carbon Market Size by Country

11.5.1 Mexico

11.5.2 Brazil

12 Middle East & Africa

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

12.2 Middle East & Africa Key Manufacturers Analysis

12.3 Middle East & Africa Coal-based Activated Carbon Market Size by Type

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

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

12.4 Middle East & Africa Coal-based Activated Carbon Market Size by Application

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

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

12.5 Middle East & Africa Coal-based Activated Carbon Market Size by Country

12.5.1 Saudi Arabia

12.5.2 South Africa

13 Competition by Manufacturers

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

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

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

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

13.2 Coal-based Activated Carbon Competitive Landscape Analysis and Market Dynamic

13.2.1 Coal-based 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 Kuraray

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

14.1.2 Kuraray Coal-based Activated Carbon Product Portfolio

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

14.2 Jacobi Carbons

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

14.2.2 Jacobi Carbons Coal-based Activated Carbon Product Portfolio

14.2.3 Jacobi Carbons Coal-based Activated Carbon Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.3 Fujian Yuanli Active Carbon

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

14.3.2 Fujian Yuanli Active Carbon Coal-based Activated Carbon Product Portfolio

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

14.4 Cabot Norit

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

14.4.2 Cabot Norit Coal-based Activated Carbon Product Portfolio

14.4.3 Cabot Norit Coal-based Activated Carbon Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.5 Ingevity Corporation

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

14.5.2 Ingevity Corporation Coal-based Activated Carbon Product Portfolio

14.5.3 Ingevity Corporation Coal-based 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 Coal-based Activated Carbon Product Portfolio

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

14.7 Datong Coal Jinding Activated Carbon

14.7.1 Datong Coal Jinding Activated Carbon Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.7.2 Datong Coal Jinding Activated Carbon Coal-based Activated Carbon Product Portfolio

14.7.3 Datong Coal Jinding Activated Carbon Coal-based Activated Carbon Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.8 China Energy Investment Corporation

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

14.8.2 China Energy Investment Corporation Coal-based Activated Carbon Product Portfolio

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

14.9 ADA-ES

14.9.1 ADA-ES Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.9.2 ADA-ES Coal-based Activated Carbon Product Portfolio

14.9.3 ADA-ES Coal-based Activated Carbon Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.10 Fujian Xinsen Carbon

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

14.10.2 Fujian Xinsen Carbon Coal-based Activated Carbon Product Portfolio

14.10.3 Fujian Xinsen Carbon Coal-based 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 Coal-based Activated Carbon Product Portfolio

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

14.12 Shanxi Xinhua Chemical

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

14.12.2 Shanxi Xinhua Chemical Coal-based Activated Carbon Product Portfolio

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

14.13 Boyce Carbon

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

14.13.2 Boyce Carbon Coal-based Activated Carbon Product Portfolio

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

14.14 DESOTEC Activated Carbon

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

14.14.2 DESOTEC Activated Carbon Coal-based Activated Carbon Product Portfolio

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

14.15 Ningxia Huahui Activated Carbon

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

14.15.2 Ningxia Huahui Activated Carbon Coal-based Activated Carbon Product Portfolio

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

14.16 Fujian Zhixing

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

14.16.2 Fujian Zhixing Coal-based Activated Carbon Product Portfolio

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

14.17 Silcarbon Aktivkohle GmbH

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

14.17.2 Silcarbon Aktivkohle GmbH Coal-based Activated Carbon Product Portfolio

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

14.18 CarboTech AC GmbH

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

14.18.2 CarboTech AC GmbH Coal-based Activated Carbon Product Portfolio

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

14.19 Active Char Products

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

14.19.2 Active Char Products Coal-based Activated Carbon Product Portfolio

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

14.20 Donau Carbon

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

14.20.2 Donau Carbon Coal-based Activated Carbon Product Portfolio

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

15 Industry Chain Analysis

15.1 Coal-based Activated Carbon Industry Chain Analysis

15.2 Coal-based 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 Coal-based Activated Carbon Typical Downstream Customers

15.4 Coal-based 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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