Global Sodium Bicarbonate Competitive Landscape Professional Research Report 2024

Research Summary

Sodium bicarbonate, commonly known as baking soda, is a white crystalline powder with the chemical formula NaHCO3. It is versatile and widely used in various applications, including baking, cooking, cleaning, and medicine. In baking, sodium bicarbonate acts as a leavening agent, reacting with acidic ingredients like buttermilk or lemon juice to produce carbon dioxide gas, which causes dough or batter to rise. This reaction gives baked goods a light and fluffy texture. Beyond baking, sodium bicarbonate is employed as an antacid to relieve heartburn and indigestion by neutralizing stomach acid. It also has mild abrasive properties, making it effective for cleaning and deodorizing purposes in household products. Moreover, sodium bicarbonate is utilized in certain medical treatments and as a buffering agent in pharmaceutical formulations. Its wide range of applications stems from its ability to react with acids, release carbon dioxide, and maintain pH balance in various settings.

According to DIResearch's in-depth investigation and research, the global Sodium Bicarbonate 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 Sodium Bicarbonate include Solvay, Church & Dwight, Natural Soda, Novacarb, Tata Chemicals, FMC Corporation, Natrium Products, Tosoh Corporation, Asahi, Inner Mongolia Yuanxing, Yuhua Chemical, Qingdao Soda Ash, Haohua Honghe Chemical, Hailian Sanyii, Tianjin Bohua YongLi Chemical Industry, Lengshuijiang Xianhe Chemical, Shandong Haihua Group, Hebei Huachen Pharmaceutical, Inner Mongolia Ortork Banner Shuangxin Chemical, Lianyungang Doda Ash, Xuyue 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 Sodium Bicarbonate. 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 Sodium Bicarbonate 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 Sodium Bicarbonate 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 Sodium Bicarbonate 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 Sodium Bicarbonate Include:

Solvay

Church & Dwight

Natural Soda

Novacarb

Tata Chemicals

FMC Corporation

Natrium Products

Tosoh Corporation

Asahi

Inner Mongolia Yuanxing

Yuhua Chemical

Qingdao Soda Ash

Haohua Honghe Chemical

Hailian Sanyii

Tianjin Bohua YongLi Chemical Industry

Lengshuijiang Xianhe Chemical

Shandong Haihua Group

Hebei Huachen Pharmaceutical

Inner Mongolia Ortork Banner Shuangxin Chemical

Lianyungang Doda Ash

Xuyue

Sodium Bicarbonate Product Segment Include:

Technical Grade

Medical Grade

Food Grade

Sodium Bicarbonate Product Application Include:

Feed Industry

Food Industry

Pharmaceutical Industry

Chemicals Industry

Flue Gas Treatment

Others

Chapter Scope

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

Chapter 2: Global Sodium Bicarbonate Capacity and Production Analysis

Chapter 3: Global Sodium Bicarbonate Industry PESTEL Analysis

Chapter 4: Global Sodium Bicarbonate Industry Porter's Five Forces Analysis

Chapter 5: Global Sodium Bicarbonate Major Regional Market Size (Revenue, Sales, Price) and Forecast Analysis

Chapter 6: Global Sodium Bicarbonate Market Size and Forecast by Type and Application Analysis

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

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

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

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

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

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

Chapter 13: Global Sodium Bicarbonate 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 Sodium Bicarbonate Market Overview

1.1 Product Definition and Statistical Scope

1.2 Sodium Bicarbonate Product by Type

1.2.1 Global Sodium Bicarbonate Market Size by Type, 2023 VS 2024 VS 2030

1.2.2 Technical Grade

1.2.3 Medical Grade

1.2.4 Food Grade

1.3 Sodium Bicarbonate Product by Application

1.3.1 Global Sodium Bicarbonate Market Size by Application, 2023 VS 2024 VS 2030

1.3.2 Feed Industry

1.3.3 Food Industry

1.3.4 Pharmaceutical Industry

1.3.5 Chemicals Industry

1.3.6 Flue Gas Treatment

1.3.7 Others

1.4 Global Sodium Bicarbonate Market Revenue and Sales Analysis

1.4.1 Global Sodium Bicarbonate Market Size Analysis (2019-2030)

1.4.2 Global Sodium Bicarbonate Market Sales Analysis (2019-2030)

1.4.3 Global Sodium Bicarbonate Market Sales Price Trend Analysis (2019-2030)

1.5 Sodium Bicarbonate Market Development Status and Trends

1.5.1 Sodium Bicarbonate Industry Development Status Analysis

1.5.2 Sodium Bicarbonate Industry Development Trends Analysis

2 Global Sodium Bicarbonate Capacity and Production Analysis

2.1 Global Sodium Bicarbonate Production Capacity (2019-2030)

2.2 Global Sodium Bicarbonate Production by Region: 2023 VS 2024 VS 2030

2.3 Global Sodium Bicarbonate Production by Region

2.3.1 Global Sodium Bicarbonate Historic Production by Region (2019-2024)

2.3.2 Global Sodium Bicarbonate Forecasted Production by Region (2025-2030)

2.3.3 Global Sodium Bicarbonate Production Market Share by Region (2019-2030)

3 Sodium Bicarbonate 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 Sodium Bicarbonate 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 Sodium Bicarbonate Market Analysis by Regions

5.1 Sodium Bicarbonate Overall Market: 2023 VS 2024 VS 2030

5.2 Global Sodium Bicarbonate Revenue and Forecast Analysis (2019-2030)

5.2.1 Global Sodium Bicarbonate Revenue and Market Share by Region (2019-2024)

5.2.2 Global Sodium Bicarbonate Revenue Forecast by Region (2025-2030)

5.3 Global Sodium Bicarbonate Sales and Forecast Analysis (2019-2030)

5.3.1 Global Sodium Bicarbonate Sales and Market Share by Region (2019-2024)

5.3.2 Global Sodium Bicarbonate Sales Forecast by Region (2025-2030)

5.4 Global Sodium Bicarbonate Sales Price Trend Analysis (2019-2030)

6 Global Sodium Bicarbonate Market Size by Type and Application

6.1 Global Sodium Bicarbonate Market Size by Type

6.1.1 Global Sodium Bicarbonate Revenue and Forecast Analysis by Type (2019-2030)

6.1.2 Global Sodium Bicarbonate Sales and Forecast Analysis by Type (2019-2030)

6.2 Global Sodium Bicarbonate Market Size by Application

6.2.1 Global Sodium Bicarbonate Revenue and Forecast Analysis by Application (2019-2030)

6.2.2 Global Sodium Bicarbonate Sales and Forecast Analysis by Application (2019-2030)

7 North America

7.1 North America Sodium Bicarbonate Market Size and Growth Rate Analysis (2019-2030)

7.2 North America Key Manufacturers Analysis

7.3 North America Sodium Bicarbonate Market Size by Type

7.3.1 North America Sodium Bicarbonate Sales by Type (2019-2030)

7.3.2 North America Sodium Bicarbonate Revenue by Type (2019-2030)

7.4 North America Sodium Bicarbonate Market Size by Application

7.4.1 North America Sodium Bicarbonate Sales by Application (2019-2030)

7.4.2 North America Sodium Bicarbonate Revenue by Application (2019-2030)

7.5 North America Sodium Bicarbonate Market Size by Country

7.5.1 US

7.5.2 Canada

8 Europe

8.1 Europe Sodium Bicarbonate Market Size and Growth Rate Analysis (2019-2030)

8.2 Europe Key Manufacturers Analysis

8.3 Europe Sodium Bicarbonate Market Size by Type

8.3.1 Europe Sodium Bicarbonate Sales by Type (2019-2030)

8.3.2 Europe Sodium Bicarbonate Revenue by Type (2019-2030)

8.4 Europe Sodium Bicarbonate Market Size by Application

8.4.1 Europe Sodium Bicarbonate Sales by Application (2019-2030)

8.4.2 ? Europe Sodium Bicarbonate Revenue by Application (2019-2030)

8.5 Europe Sodium Bicarbonate 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 Sodium Bicarbonate Market Size and Growth Rate Analysis (2019-2030)

9.2 China Key Manufacturers Analysis

9.3 China Sodium Bicarbonate Market Size by Type

9.3.1 China Sodium Bicarbonate Sales by Type (2019-2030)

9.3.2 China Sodium Bicarbonate Revenue by Type (2019-2030)

9.4 China Sodium Bicarbonate Market Size by Application

9.4.1 China Sodium Bicarbonate Sales by Application (2019-2030)

9.4.2 China Sodium Bicarbonate Revenue by Application (2019-2030)

10 APAC (excl. China)

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

10.2 APAC (excl. China) Key Manufacturers Analysis

10.3 APAC (excl. China) Sodium Bicarbonate Market Size by Type

10.3.1 APAC (excl. China) Sodium Bicarbonate Sales by Type (2019-2030)

10.3.2 APAC (excl. China) Sodium Bicarbonate Revenue by Type (2019-2030)

10.4 APAC (excl. China) Sodium Bicarbonate Market Size by Application

10.4.1 APAC (excl. China) Sodium Bicarbonate Sales by Application (2019-2030)

10.4.2 APAC (excl. China) Sodium Bicarbonate Revenue by Application (2019-2030)

10.5 APAC (excl. China) Sodium Bicarbonate 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 Sodium Bicarbonate Market Size and Growth Rate Analysis (2019-2030)

11.2 Latin America Key Manufacturers Analysis

11.3 Latin America Sodium Bicarbonate Market Size by Type

11.3.1 Latin America Sodium Bicarbonate Sales by Type (2019-2030)

11.3.2 Latin America Sodium Bicarbonate Revenue by Type (2019-2030)

11.4 Latin America Sodium Bicarbonate Market Size by Application

11.4.1 Latin America Sodium Bicarbonate Sales by Application (2019-2030)

11.4.2 Latin America Sodium Bicarbonate Revenue by Application (2019-2030)

11.5 Latin America Sodium Bicarbonate Market Size by Country

11.5.1 Mexico

11.5.2 Brazil

12 Middle East & Africa

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

12.2 Middle East & Africa Key Manufacturers Analysis

12.3 Middle East & Africa Sodium Bicarbonate Market Size by Type

12.3.1 Middle East & Africa Sodium Bicarbonate Sales by Type (2019-2030)

12.3.2 Middle East & Africa Sodium Bicarbonate Revenue by Type (2019-2030)

12.4 Middle East & Africa Sodium Bicarbonate Market Size by Application

12.4.1 Middle East & Africa Sodium Bicarbonate Sales by Application (2019-2030)

12.4.2 Middle East & Africa Sodium Bicarbonate Revenue by Application (2019-2030)

12.5 Middle East & Africa Sodium Bicarbonate Market Size by Country

12.5.1 Saudi Arabia

12.5.2 South Africa

13 Competition by Manufacturers

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

13.1.1 Global Sodium Bicarbonate Market Sales by Key Manufacturers (2020-2024)

13.1.2 Global Sodium Bicarbonate Market Revenue by Key Manufacturers (2020-2024)

13.1.3 Global Sodium Bicarbonate Average Sales Price by Manufacturers (2020-2024)

13.2 Sodium Bicarbonate Competitive Landscape Analysis and Market Dynamic

13.2.1 Sodium Bicarbonate 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 Solvay

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

14.1.2 Solvay Sodium Bicarbonate Product Portfolio

14.1.3 Solvay Sodium Bicarbonate Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.2 Church & Dwight

14.2.1 Church & Dwight Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.2.2 Church & Dwight Sodium Bicarbonate Product Portfolio

14.2.3 Church & Dwight Sodium Bicarbonate Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.3 Natural Soda

14.3.1 Natural Soda Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.3.2 Natural Soda Sodium Bicarbonate Product Portfolio

14.3.3 Natural Soda Sodium Bicarbonate Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.4 Novacarb

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

14.4.2 Novacarb Sodium Bicarbonate Product Portfolio

14.4.3 Novacarb Sodium Bicarbonate Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.5 Tata Chemicals

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

14.5.2 Tata Chemicals Sodium Bicarbonate Product Portfolio

14.5.3 Tata Chemicals Sodium Bicarbonate Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.6 FMC Corporation

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

14.6.2 FMC Corporation Sodium Bicarbonate Product Portfolio

14.6.3 FMC Corporation Sodium Bicarbonate Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.7 Natrium Products

14.7.1 Natrium Products Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.7.2 Natrium Products Sodium Bicarbonate Product Portfolio

14.7.3 Natrium Products Sodium Bicarbonate Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.8 Tosoh Corporation

14.8.1 Tosoh Corporation Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.8.2 Tosoh Corporation Sodium Bicarbonate Product Portfolio

14.8.3 Tosoh Corporation Sodium Bicarbonate Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.9 Asahi

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

14.9.2 Asahi Sodium Bicarbonate Product Portfolio

14.9.3 Asahi Sodium Bicarbonate Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.10 Inner Mongolia Yuanxing

14.10.1 Inner Mongolia Yuanxing Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.10.2 Inner Mongolia Yuanxing Sodium Bicarbonate Product Portfolio

14.10.3 Inner Mongolia Yuanxing Sodium Bicarbonate Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.11 Yuhua Chemical

14.11.1 Yuhua Chemical Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.11.2 Yuhua Chemical Sodium Bicarbonate Product Portfolio

14.11.3 Yuhua Chemical Sodium Bicarbonate Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.12 Qingdao Soda Ash

14.12.1 Qingdao Soda Ash Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.12.2 Qingdao Soda Ash Sodium Bicarbonate Product Portfolio

14.12.3 Qingdao Soda Ash Sodium Bicarbonate Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.13 Haohua Honghe Chemical

14.13.1 Haohua Honghe Chemical Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.13.2 Haohua Honghe Chemical Sodium Bicarbonate Product Portfolio

14.13.3 Haohua Honghe Chemical Sodium Bicarbonate Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.14 Hailian Sanyii

14.14.1 Hailian Sanyii Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.14.2 Hailian Sanyii Sodium Bicarbonate Product Portfolio

14.14.3 Hailian Sanyii Sodium Bicarbonate Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.15 Tianjin Bohua YongLi Chemical Industry

14.15.1 Tianjin Bohua YongLi Chemical Industry Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.15.2 Tianjin Bohua YongLi Chemical Industry Sodium Bicarbonate Product Portfolio

14.15.3 Tianjin Bohua YongLi Chemical Industry Sodium Bicarbonate Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.16 Lengshuijiang Xianhe Chemical

14.16.1 Lengshuijiang Xianhe Chemical Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.16.2 Lengshuijiang Xianhe Chemical Sodium Bicarbonate Product Portfolio

14.16.3 Lengshuijiang Xianhe Chemical Sodium Bicarbonate Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.17 Shandong Haihua Group

14.17.1 Shandong Haihua Group Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.17.2 Shandong Haihua Group Sodium Bicarbonate Product Portfolio

14.17.3 Shandong Haihua Group Sodium Bicarbonate Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.18 Hebei Huachen Pharmaceutical

14.18.1 Hebei Huachen Pharmaceutical Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.18.2 Hebei Huachen Pharmaceutical Sodium Bicarbonate Product Portfolio

14.18.3 Hebei Huachen Pharmaceutical Sodium Bicarbonate Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.19 Inner Mongolia Ortork Banner Shuangxin Chemical

14.19.1 Inner Mongolia Ortork Banner Shuangxin Chemical Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.19.2 Inner Mongolia Ortork Banner Shuangxin Chemical Sodium Bicarbonate Product Portfolio

14.19.3 Inner Mongolia Ortork Banner Shuangxin Chemical Sodium Bicarbonate Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.20 Lianyungang Doda Ash

14.20.1 Lianyungang Doda Ash Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.20.2 Lianyungang Doda Ash Sodium Bicarbonate Product Portfolio

14.20.3 Lianyungang Doda Ash Sodium Bicarbonate Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.21 Xuyue

14.21.1 Xuyue Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.21.2 Xuyue Sodium Bicarbonate Product Portfolio

14.21.3 Xuyue Sodium Bicarbonate Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

15 Industry Chain Analysis

15.1 Sodium Bicarbonate Industry Chain Analysis

15.2 Sodium Bicarbonate Industry Upstream Supply Analysis

15.2.1 Upstream Key Raw Material Supply Analysis

15.2.2 Raw Material Suppliers and Contact Information

15.3 Sodium Bicarbonate Typical Downstream Customers

15.4 Sodium Bicarbonate 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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