Global Ultra High Purity Hydrofluoric Acid Competitive Landscape Professional Research Report 2024

Report Format: PDF   |   Report ID: 5687852   |   Published Date: August 2024   |   Pages:  170+  

Research Summary
Ultra High Purity Hydrofluoric Acid (UHP HF) is a specialized form of hydrofluoric acid that has undergone rigorous purification processes to achieve an exceptionally high level of purity. Hydrofluoric acid is a chemical compound containing hydrogen and fluorine and is known for its strong reactivity with various materials. In the ultra-high purity form, impurities and contaminants are minimized to meet stringent standards, making it suitable for applications where high purity is essential. UHP HF is commonly used in the semiconductor industry for etching and cleaning silicon wafers and other electronic components. Its high purity is crucial to prevent contamination during these highly sensitive manufacturing processes. Due to its aggressive nature, handling UHP HF requires strict safety precautions, and it is typically used in controlled environments by trained personnel.
According to DIResearch's in-depth investigation and research, the global Ultra High Purity Hydrofluoric Acid 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 Ultra High Purity Hydrofluoric Acid include Stella Chemifa Corp, FDAC, Honeywell, Solvay (Zhejiang Lansol), Morita, Sunlit Chemical, Zhejiang Kaiheng Electronic Materials, Do-Fluoride Chemicals, Suzhou Crystal Clear Chemical, Jiangyin Jianghua Microelectronics Materials, Shaowu Fluoride, Shaowu Huaxin, Yingpeng Group, Sanmei, Befar Group 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 Ultra High Purity Hydrofluoric Acid. 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 Ultra High Purity Hydrofluoric Acid 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 Ultra High Purity Hydrofluoric Acid 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 Ultra High Purity Hydrofluoric Acid 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 Ultra High Purity Hydrofluoric Acid Include:
Stella Chemifa Corp
FDAC
Honeywell
Solvay (Zhejiang Lansol)
Morita
Sunlit Chemical
Zhejiang Kaiheng Electronic Materials
Do-Fluoride Chemicals
Suzhou Crystal Clear Chemical
Jiangyin Jianghua Microelectronics Materials
Shaowu Fluoride
Shaowu Huaxin
Yingpeng Group
Sanmei
Befar Group
Ultra High Purity Hydrofluoric Acid Product Segment Include:
UP/SEMI G4
UP-S/SEMI G3
UP-SS/SEMI G2
EL/SEMI G1
Ultra High Purity Hydrofluoric Acid Product Application Include:
Semiconductor
Flat Panel Display
Solar Energy
Others
Chapter Scope
Chapter 1: Product Research Range, Product Types and Applications, Market Overview, Market Situation and Trends
Chapter 2: Global Ultra High Purity Hydrofluoric Acid Capacity and Production Analysis
Chapter 3: Global Ultra High Purity Hydrofluoric Acid Industry PESTEL Analysis
Chapter 4: Global Ultra High Purity Hydrofluoric Acid Industry Porter's Five Forces Analysis
Chapter 5: Global Ultra High Purity Hydrofluoric Acid Major Regional Market Size (Revenue, Sales, Price) and Forecast Analysis
Chapter 6: Global Ultra High Purity Hydrofluoric Acid Market Size and Forecast by Type and Application Analysis
Chapter 7: North America Ultra High Purity Hydrofluoric Acid Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 8: Europe Ultra High Purity Hydrofluoric Acid Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 9: China Ultra High Purity Hydrofluoric Acid Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 10: APAC (Excl. China) Ultra High Purity Hydrofluoric Acid Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 11: Latin America Ultra High Purity Hydrofluoric Acid Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 12: Middle East and Africa Ultra High Purity Hydrofluoric Acid Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 13: Global Ultra High Purity Hydrofluoric Acid 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 Ultra High Purity Hydrofluoric Acid Market Overview

1.1 Product Definition and Statistical Scope

1.2 Ultra High Purity Hydrofluoric Acid Product by Type

1.2.1 Global Ultra High Purity Hydrofluoric Acid Market Size by Type, 2023 VS 2024 VS 2030

1.2.2 UP/SEMI G4

1.2.3 UP-S/SEMI G3

1.2.4 UP-SS/SEMI G2

1.2.5 EL/SEMI G1

1.3 Ultra High Purity Hydrofluoric Acid Product by Application

1.3.1 Global Ultra High Purity Hydrofluoric Acid Market Size by Application, 2023 VS 2024 VS 2030

1.3.2 Semiconductor

1.3.3 Flat Panel Display

1.3.4 Solar Energy

1.3.5 Others

1.4 Global Ultra High Purity Hydrofluoric Acid Market Revenue and Sales Analysis

1.4.1 Global Ultra High Purity Hydrofluoric Acid Market Size Analysis (2019-2030)

1.4.2 Global Ultra High Purity Hydrofluoric Acid Market Sales Analysis (2019-2030)

1.4.3 Global Ultra High Purity Hydrofluoric Acid Market Sales Price Trend Analysis (2019-2030)

1.5 Ultra High Purity Hydrofluoric Acid Market Development Status and Trends

1.5.1 Ultra High Purity Hydrofluoric Acid Industry Development Status Analysis

1.5.2 Ultra High Purity Hydrofluoric Acid Industry Development Trends Analysis

2 Global Ultra High Purity Hydrofluoric Acid Capacity and Production Analysis

2.1 Global Ultra High Purity Hydrofluoric Acid Production Capacity (2019-2030)

2.2 Global Ultra High Purity Hydrofluoric Acid Production by Region: 2023 VS 2024 VS 2030

2.3 Global Ultra High Purity Hydrofluoric Acid Production by Region

2.3.1 Global Ultra High Purity Hydrofluoric Acid Historic Production by Region (2019-2024)

2.3.2 Global Ultra High Purity Hydrofluoric Acid Forecasted Production by Region (2025-2030)

2.3.3 Global Ultra High Purity Hydrofluoric Acid Production Market Share by Region (2019-2030)

3 Ultra High Purity Hydrofluoric Acid 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 Ultra High Purity Hydrofluoric Acid 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 Ultra High Purity Hydrofluoric Acid Market Analysis by Regions

5.1 Ultra High Purity Hydrofluoric Acid Overall Market: 2023 VS 2024 VS 2030

5.2 Global Ultra High Purity Hydrofluoric Acid Revenue and Forecast Analysis (2019-2030)

5.2.1 Global Ultra High Purity Hydrofluoric Acid Revenue and Market Share by Region (2019-2024)

5.2.2 Global Ultra High Purity Hydrofluoric Acid Revenue Forecast by Region (2025-2030)

5.3 Global Ultra High Purity Hydrofluoric Acid Sales and Forecast Analysis (2019-2030)

5.3.1 Global Ultra High Purity Hydrofluoric Acid Sales and Market Share by Region (2019-2024)

5.3.2 Global Ultra High Purity Hydrofluoric Acid Sales Forecast by Region (2025-2030)

5.4 Global Ultra High Purity Hydrofluoric Acid Sales Price Trend Analysis (2019-2030)

6 Global Ultra High Purity Hydrofluoric Acid Market Size by Type and Application

6.1 Global Ultra High Purity Hydrofluoric Acid Market Size by Type

6.1.1 Global Ultra High Purity Hydrofluoric Acid Revenue and Forecast Analysis by Type (2019-2030)

6.1.2 Global Ultra High Purity Hydrofluoric Acid Sales and Forecast Analysis by Type (2019-2030)

6.2 Global Ultra High Purity Hydrofluoric Acid Market Size by Application

6.2.1 Global Ultra High Purity Hydrofluoric Acid Revenue and Forecast Analysis by Application (2019-2030)

6.2.2 Global Ultra High Purity Hydrofluoric Acid Sales and Forecast Analysis by Application (2019-2030)

7 North America

7.1 North America Ultra High Purity Hydrofluoric Acid Market Size and Growth Rate Analysis (2019-2030)

7.2 North America Key Manufacturers Analysis

7.3 North America Ultra High Purity Hydrofluoric Acid Market Size by Type

7.3.1 North America Ultra High Purity Hydrofluoric Acid Sales by Type (2019-2030)

7.3.2 North America Ultra High Purity Hydrofluoric Acid Revenue by Type (2019-2030)

7.4 North America Ultra High Purity Hydrofluoric Acid Market Size by Application

7.4.1 North America Ultra High Purity Hydrofluoric Acid Sales by Application (2019-2030)

7.4.2 North America Ultra High Purity Hydrofluoric Acid Revenue by Application (2019-2030)

7.5 North America Ultra High Purity Hydrofluoric Acid Market Size by Country

7.5.1 US

7.5.2 Canada

8 Europe

8.1 Europe Ultra High Purity Hydrofluoric Acid Market Size and Growth Rate Analysis (2019-2030)

8.2 Europe Key Manufacturers Analysis

8.3 Europe Ultra High Purity Hydrofluoric Acid Market Size by Type

8.3.1 Europe Ultra High Purity Hydrofluoric Acid Sales by Type (2019-2030)

8.3.2 Europe Ultra High Purity Hydrofluoric Acid Revenue by Type (2019-2030)

8.4 Europe Ultra High Purity Hydrofluoric Acid Market Size by Application

8.4.1 Europe Ultra High Purity Hydrofluoric Acid Sales by Application (2019-2030)

8.4.2 ? Europe Ultra High Purity Hydrofluoric Acid Revenue by Application (2019-2030)

8.5 Europe Ultra High Purity Hydrofluoric Acid 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 Ultra High Purity Hydrofluoric Acid Market Size and Growth Rate Analysis (2019-2030)

9.2 China Key Manufacturers Analysis

9.3 China Ultra High Purity Hydrofluoric Acid Market Size by Type

9.3.1 China Ultra High Purity Hydrofluoric Acid Sales by Type (2019-2030)

9.3.2 China Ultra High Purity Hydrofluoric Acid Revenue by Type (2019-2030)

9.4 China Ultra High Purity Hydrofluoric Acid Market Size by Application

9.4.1 China Ultra High Purity Hydrofluoric Acid Sales by Application (2019-2030)

9.4.2 China Ultra High Purity Hydrofluoric Acid Revenue by Application (2019-2030)

10 APAC (excl. China)

10.1 APAC (excl. China) Ultra High Purity Hydrofluoric Acid Market Size and Growth Rate Analysis (2019-2030)

10.2 APAC (excl. China) Key Manufacturers Analysis

10.3 APAC (excl. China) Ultra High Purity Hydrofluoric Acid Market Size by Type

10.3.1 APAC (excl. China) Ultra High Purity Hydrofluoric Acid Sales by Type (2019-2030)

10.3.2 APAC (excl. China) Ultra High Purity Hydrofluoric Acid Revenue by Type (2019-2030)

10.4 APAC (excl. China) Ultra High Purity Hydrofluoric Acid Market Size by Application

10.4.1 APAC (excl. China) Ultra High Purity Hydrofluoric Acid Sales by Application (2019-2030)

10.4.2 APAC (excl. China) Ultra High Purity Hydrofluoric Acid Revenue by Application (2019-2030)

10.5 APAC (excl. China) Ultra High Purity Hydrofluoric Acid 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 Ultra High Purity Hydrofluoric Acid Market Size and Growth Rate Analysis (2019-2030)

11.2 Latin America Key Manufacturers Analysis

11.3 Latin America Ultra High Purity Hydrofluoric Acid Market Size by Type

11.3.1 Latin America Ultra High Purity Hydrofluoric Acid Sales by Type (2019-2030)

11.3.2 Latin America Ultra High Purity Hydrofluoric Acid Revenue by Type (2019-2030)

11.4 Latin America Ultra High Purity Hydrofluoric Acid Market Size by Application

11.4.1 Latin America Ultra High Purity Hydrofluoric Acid Sales by Application (2019-2030)

11.4.2 Latin America Ultra High Purity Hydrofluoric Acid Revenue by Application (2019-2030)

11.5 Latin America Ultra High Purity Hydrofluoric Acid Market Size by Country

11.5.1 Mexico

11.5.2 Brazil

12 Middle East & Africa

12.1 Middle East & Africa Ultra High Purity Hydrofluoric Acid Market Size and Growth Rate Analysis (2019-2030)

12.2 Middle East & Africa Key Manufacturers Analysis

12.3 Middle East & Africa Ultra High Purity Hydrofluoric Acid Market Size by Type

12.3.1 Middle East & Africa Ultra High Purity Hydrofluoric Acid Sales by Type (2019-2030)

12.3.2 Middle East & Africa Ultra High Purity Hydrofluoric Acid Revenue by Type (2019-2030)

12.4 Middle East & Africa Ultra High Purity Hydrofluoric Acid Market Size by Application

12.4.1 Middle East & Africa Ultra High Purity Hydrofluoric Acid Sales by Application (2019-2030)

12.4.2 Middle East & Africa Ultra High Purity Hydrofluoric Acid Revenue by Application (2019-2030)

12.5 Middle East & Africa Ultra High Purity Hydrofluoric Acid Market Size by Country

12.5.1 Saudi Arabia

12.5.2 South Africa

13 Competition by Manufacturers

13.1 Global Ultra High Purity Hydrofluoric Acid Market Sales, Revenue and Price by Key Manufacturers (2020-2024)

13.1.1 Global Ultra High Purity Hydrofluoric Acid Market Sales by Key Manufacturers (2020-2024)

13.1.2 Global Ultra High Purity Hydrofluoric Acid Market Revenue by Key Manufacturers (2020-2024)

13.1.3 Global Ultra High Purity Hydrofluoric Acid Average Sales Price by Manufacturers (2020-2024)

13.2 Ultra High Purity Hydrofluoric Acid Competitive Landscape Analysis and Market Dynamic

13.2.1 Ultra High Purity Hydrofluoric Acid 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 Stella Chemifa Corp

14.1.1 Stella Chemifa Corp Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.1.2 Stella Chemifa Corp Ultra High Purity Hydrofluoric Acid Product Portfolio

14.1.3 Stella Chemifa Corp Ultra High Purity Hydrofluoric Acid Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.2 FDAC

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

14.2.2 FDAC Ultra High Purity Hydrofluoric Acid Product Portfolio

14.2.3 FDAC Ultra High Purity Hydrofluoric Acid Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.3 Honeywell

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

14.3.2 Honeywell Ultra High Purity Hydrofluoric Acid Product Portfolio

14.3.3 Honeywell Ultra High Purity Hydrofluoric Acid Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.4 Solvay (Zhejiang Lansol)

14.4.1 Solvay (Zhejiang Lansol) Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.4.2 Solvay (Zhejiang Lansol) Ultra High Purity Hydrofluoric Acid Product Portfolio

14.4.3 Solvay (Zhejiang Lansol) Ultra High Purity Hydrofluoric Acid Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.5 Morita

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

14.5.2 Morita Ultra High Purity Hydrofluoric Acid Product Portfolio

14.5.3 Morita Ultra High Purity Hydrofluoric Acid Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.6 Sunlit Chemical

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

14.6.2 Sunlit Chemical Ultra High Purity Hydrofluoric Acid Product Portfolio

14.6.3 Sunlit Chemical Ultra High Purity Hydrofluoric Acid Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.7 Zhejiang Kaiheng Electronic Materials

14.7.1 Zhejiang Kaiheng Electronic Materials Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.7.2 Zhejiang Kaiheng Electronic Materials Ultra High Purity Hydrofluoric Acid Product Portfolio

14.7.3 Zhejiang Kaiheng Electronic Materials Ultra High Purity Hydrofluoric Acid Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.8 Do-Fluoride Chemicals

14.8.1 Do-Fluoride Chemicals Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.8.2 Do-Fluoride Chemicals Ultra High Purity Hydrofluoric Acid Product Portfolio

14.8.3 Do-Fluoride Chemicals Ultra High Purity Hydrofluoric Acid Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.9 Suzhou Crystal Clear Chemical

14.9.1 Suzhou Crystal Clear Chemical Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.9.2 Suzhou Crystal Clear Chemical Ultra High Purity Hydrofluoric Acid Product Portfolio

14.9.3 Suzhou Crystal Clear Chemical Ultra High Purity Hydrofluoric Acid Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.10 Jiangyin Jianghua Microelectronics Materials

14.10.1 Jiangyin Jianghua Microelectronics Materials Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.10.2 Jiangyin Jianghua Microelectronics Materials Ultra High Purity Hydrofluoric Acid Product Portfolio

14.10.3 Jiangyin Jianghua Microelectronics Materials Ultra High Purity Hydrofluoric Acid Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.11 Shaowu Fluoride

14.11.1 Shaowu Fluoride Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.11.2 Shaowu Fluoride Ultra High Purity Hydrofluoric Acid Product Portfolio

14.11.3 Shaowu Fluoride Ultra High Purity Hydrofluoric Acid Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.12 Shaowu Huaxin

14.12.1 Shaowu Huaxin Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.12.2 Shaowu Huaxin Ultra High Purity Hydrofluoric Acid Product Portfolio

14.12.3 Shaowu Huaxin Ultra High Purity Hydrofluoric Acid Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.13 Yingpeng Group

14.13.1 Yingpeng Group Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.13.2 Yingpeng Group Ultra High Purity Hydrofluoric Acid Product Portfolio

14.13.3 Yingpeng Group Ultra High Purity Hydrofluoric Acid Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.14 Sanmei

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

14.14.2 Sanmei Ultra High Purity Hydrofluoric Acid Product Portfolio

14.14.3 Sanmei Ultra High Purity Hydrofluoric Acid Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.15 Befar Group

14.15.1 Befar Group Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.15.2 Befar Group Ultra High Purity Hydrofluoric Acid Product Portfolio

14.15.3 Befar Group Ultra High Purity Hydrofluoric Acid Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

15 Industry Chain Analysis

15.1 Ultra High Purity Hydrofluoric Acid Industry Chain Analysis

15.2 Ultra High Purity Hydrofluoric Acid Industry Upstream Supply Analysis

15.2.1 Upstream Key Raw Material Supply Analysis

15.2.2 Raw Material Suppliers and Contact Information

15.3 Ultra High Purity Hydrofluoric Acid Typical Downstream Customers

15.4 Ultra High Purity Hydrofluoric Acid 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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