Research Summary
Silver powders and flakes are finely divided forms of metallic silver used in various industrial, commercial, and technological applications. These materials are produced through processes such as atomization, precipitation, or chemical reduction, resulting in particles ranging from nanometers to micrometers in size. Silver powders typically have irregular shapes, while silver flakes have a more plate-like morphology. They are valued for their high electrical and thermal conductivity, excellent reflectivity, and corrosion resistance. Silver powders and flakes find diverse uses in electronics, including conductive pastes for printed circuit boards (PCBs), thick-film resistors, and conductive inks for flexible electronics. Additionally, they are employed in automotive coatings, decorative finishes, catalysts, and as additives in various materials to impart conductivity or enhance performance. The versatility and desirable properties of silver powders and flakes make them indispensable in numerous technological and industrial applications.
According to DIResearch's in-depth investigation and research, the global Silver Powders and Flakes 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 Silver Powders and Flakes include Ames Goldsmith, DOWA Hightech, DKEM, Johnson Matthey, Mitsui Kinzoku, Technic, Fukuda, AG PRO Technology, Shoei Chemical, MEPCO, Cermet, Yamamoto Precious Metal, TANAKA, Shin Nihon Kakin, Tokuriki Honten, Tongling Nonferrous Metals Group Holding, CNMC Ningxia Orient Group, Kunming Noble Metal Electronic Materials, Ningbo Jingxin Electronic Material, Nonfemet, RightSilver, Changgui Metal Powder, Yunnan Copper Science & Technology 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 Silver Powders and Flakes. 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 Silver Powders and Flakes 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 Silver Powders and Flakes 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 Silver Powders and Flakes 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 Silver Powders and Flakes Include:
Ames Goldsmith
DOWA Hightech
DKEM
Johnson Matthey
Mitsui Kinzoku
Technic
Fukuda
AG PRO Technology
Shoei Chemical
MEPCO
Cermet
Yamamoto Precious Metal
TANAKA
Shin Nihon Kakin
Tokuriki Honten
Tongling Nonferrous Metals Group Holding
CNMC Ningxia Orient Group
Kunming Noble Metal Electronic Materials
Ningbo Jingxin Electronic Material
Nonfemet
RightSilver
Changgui Metal Powder
Yunnan Copper Science & Technology
Silver Powders and Flakes Product Segment Include:
Silver Powders
Silver Flakes
Silver Powders and Flakes Product Application Include:
Photovoltaic
Electronics
Others
Chapter Scope
Chapter 1: Product Research Range, Product Types and Applications, Market Overview, Market Situation and Trends
Chapter 2: Global Silver Powders and Flakes Capacity and Production Analysis
Chapter 3: Global Silver Powders and Flakes Industry PESTEL Analysis
Chapter 4: Global Silver Powders and Flakes Industry Porter's Five Forces Analysis
Chapter 5: Global Silver Powders and Flakes Major Regional Market Size (Revenue, Sales, Price) and Forecast Analysis
Chapter 6: Global Silver Powders and Flakes Market Size and Forecast by Type and Application Analysis
Chapter 7: North America Silver Powders and Flakes Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 8: Europe Silver Powders and Flakes Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 9: China Silver Powders and Flakes Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 10: APAC (Excl. China) Silver Powders and Flakes Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 11: Latin America Silver Powders and Flakes Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 12: Middle East and Africa Silver Powders and Flakes Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 13: Global Silver Powders and Flakes 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 Silver Powders and Flakes Market Overview 1.1 Product Definition and Statistical Scope 1.2 Silver Powders and Flakes Product by Type 1.2.1 Global Silver Powders and Flakes Market Size by Type, 2023 VS 2024 VS 2030 1.2.2 Silver Powders 1.2.3 Silver Flakes 1.3 Silver Powders and Flakes Product by Application 1.3.1 Global Silver Powders and Flakes Market Size by Application, 2023 VS 2024 VS 2030 1.3.2 Photovoltaic 1.3.3 Electronics 1.3.4 Others 1.4 Global Silver Powders and Flakes Market Revenue and Sales Analysis 1.4.1 Global Silver Powders and Flakes Market Size Analysis (2019-2030) 1.4.2 Global Silver Powders and Flakes Market Sales Analysis (2019-2030) 1.4.3 Global Silver Powders and Flakes Market Sales Price Trend Analysis (2019-2030) 1.5 Silver Powders and Flakes Market Development Status and Trends 1.5.1 Silver Powders and Flakes Industry Development Status Analysis 1.5.2 Silver Powders and Flakes Industry Development Trends Analysis 2 Global Silver Powders and Flakes Capacity and Production Analysis 2.1 Global Silver Powders and Flakes Production Capacity (2019-2030) 2.2 Global Silver Powders and Flakes Production by Region: 2023 VS 2024 VS 2030 2.3 Global Silver Powders and Flakes Production by Region 2.3.1 Global Silver Powders and Flakes Historic Production by Region (2019-2024) 2.3.2 Global Silver Powders and Flakes Forecasted Production by Region (2025-2030) 2.3.3 Global Silver Powders and Flakes Production Market Share by Region (2019-2030) 3 Silver Powders and Flakes 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 Silver Powders and Flakes 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 Silver Powders and Flakes Market Analysis by Regions 5.1 Silver Powders and Flakes Overall Market: 2023 VS 2024 VS 2030 5.2 Global Silver Powders and Flakes Revenue and Forecast Analysis (2019-2030) 5.2.1 Global Silver Powders and Flakes Revenue and Market Share by Region (2019-2024) 5.2.2 Global Silver Powders and Flakes Revenue Forecast by Region (2025-2030) 5.3 Global Silver Powders and Flakes Sales and Forecast Analysis (2019-2030) 5.3.1 Global Silver Powders and Flakes Sales and Market Share by Region (2019-2024) 5.3.2 Global Silver Powders and Flakes Sales Forecast by Region (2025-2030) 5.4 Global Silver Powders and Flakes Sales Price Trend Analysis (2019-2030) 6 Global Silver Powders and Flakes Market Size by Type and Application 6.1 Global Silver Powders and Flakes Market Size by Type 6.1.1 Global Silver Powders and Flakes Revenue and Forecast Analysis by Type (2019-2030) 6.1.2 Global Silver Powders and Flakes Sales and Forecast Analysis by Type (2019-2030) 6.2 Global Silver Powders and Flakes Market Size by Application 6.2.1 Global Silver Powders and Flakes Revenue and Forecast Analysis by Application (2019-2030) 6.2.2 Global Silver Powders and Flakes Sales and Forecast Analysis by Application (2019-2030) 7 North America 7.1 North America Silver Powders and Flakes Market Size and Growth Rate Analysis (2019-2030) 7.2 North America Key Manufacturers Analysis 7.3 North America Silver Powders and Flakes Market Size by Type 7.3.1 North America Silver Powders and Flakes Sales by Type (2019-2030) 7.3.2 North America Silver Powders and Flakes Revenue by Type (2019-2030) 7.4 North America Silver Powders and Flakes Market Size by Application 7.4.1 North America Silver Powders and Flakes Sales by Application (2019-2030) 7.4.2 North America Silver Powders and Flakes Revenue by Application (2019-2030) 7.5 North America Silver Powders and Flakes Market Size by Country 7.5.1 US 7.5.2 Canada 8 Europe 8.1 Europe Silver Powders and Flakes Market Size and Growth Rate Analysis (2019-2030) 8.2 Europe Key Manufacturers Analysis 8.3 Europe Silver Powders and Flakes Market Size by Type 8.3.1 Europe Silver Powders and Flakes Sales by Type (2019-2030) 8.3.2 Europe Silver Powders and Flakes Revenue by Type (2019-2030) 8.4 Europe Silver Powders and Flakes Market Size by Application 8.4.1 Europe Silver Powders and Flakes Sales by Application (2019-2030) 8.4.2 ? Europe Silver Powders and Flakes Revenue by Application (2019-2030) 8.5 Europe Silver Powders and Flakes 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 Silver Powders and Flakes Market Size and Growth Rate Analysis (2019-2030) 9.2 China Key Manufacturers Analysis 9.3 China Silver Powders and Flakes Market Size by Type 9.3.1 China Silver Powders and Flakes Sales by Type (2019-2030) 9.3.2 China Silver Powders and Flakes Revenue by Type (2019-2030) 9.4 China Silver Powders and Flakes Market Size by Application 9.4.1 China Silver Powders and Flakes Sales by Application (2019-2030) 9.4.2 China Silver Powders and Flakes Revenue by Application (2019-2030) 10 APAC (excl. China) 10.1 APAC (excl. China) Silver Powders and Flakes Market Size and Growth Rate Analysis (2019-2030) 10.2 APAC (excl. China) Key Manufacturers Analysis 10.3 APAC (excl. China) Silver Powders and Flakes Market Size by Type 10.3.1 APAC (excl. China) Silver Powders and Flakes Sales by Type (2019-2030) 10.3.2 APAC (excl. China) Silver Powders and Flakes Revenue by Type (2019-2030) 10.4 APAC (excl. China) Silver Powders and Flakes Market Size by Application 10.4.1 APAC (excl. China) Silver Powders and Flakes Sales by Application (2019-2030) 10.4.2 APAC (excl. China) Silver Powders and Flakes Revenue by Application (2019-2030) 10.5 APAC (excl. China) Silver Powders and Flakes 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 Silver Powders and Flakes Market Size and Growth Rate Analysis (2019-2030) 11.2 Latin America Key Manufacturers Analysis 11.3 Latin America Silver Powders and Flakes Market Size by Type 11.3.1 Latin America Silver Powders and Flakes Sales by Type (2019-2030) 11.3.2 Latin America Silver Powders and Flakes Revenue by Type (2019-2030) 11.4 Latin America Silver Powders and Flakes Market Size by Application 11.4.1 Latin America Silver Powders and Flakes Sales by Application (2019-2030) 11.4.2 Latin America Silver Powders and Flakes Revenue by Application (2019-2030) 11.5 Latin America Silver Powders and Flakes Market Size by Country 11.5.1 Mexico 11.5.2 Brazil 12 Middle East & Africa 12.1 Middle East & Africa Silver Powders and Flakes Market Size and Growth Rate Analysis (2019-2030) 12.2 Middle East & Africa Key Manufacturers Analysis 12.3 Middle East & Africa Silver Powders and Flakes Market Size by Type 12.3.1 Middle East & Africa Silver Powders and Flakes Sales by Type (2019-2030) 12.3.2 Middle East & Africa Silver Powders and Flakes Revenue by Type (2019-2030) 12.4 Middle East & Africa Silver Powders and Flakes Market Size by Application 12.4.1 Middle East & Africa Silver Powders and Flakes Sales by Application (2019-2030) 12.4.2 Middle East & Africa Silver Powders and Flakes Revenue by Application (2019-2030) 12.5 Middle East & Africa Silver Powders and Flakes Market Size by Country 12.5.1 Saudi Arabia 12.5.2 South Africa 13 Competition by Manufacturers 13.1 Global Silver Powders and Flakes Market Sales, Revenue and Price by Key Manufacturers (2020-2024) 13.1.1 Global Silver Powders and Flakes Market Sales by Key Manufacturers (2020-2024) 13.1.2 Global Silver Powders and Flakes Market Revenue by Key Manufacturers (2020-2024) 13.1.3 Global Silver Powders and Flakes Average Sales Price by Manufacturers (2020-2024) 13.2 Silver Powders and Flakes Competitive Landscape Analysis and Market Dynamic 13.2.1 Silver Powders and Flakes 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 Ames Goldsmith 14.1.1 Ames Goldsmith Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 14.1.2 Ames Goldsmith Silver Powders and Flakes Product Portfolio 14.1.3 Ames Goldsmith Silver Powders and Flakes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 14.2 DOWA Hightech 14.2.1 DOWA Hightech Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 14.2.2 DOWA Hightech Silver Powders and Flakes Product Portfolio 14.2.3 DOWA Hightech Silver Powders and Flakes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 14.3 DKEM 14.3.1 DKEM Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 14.3.2 DKEM Silver Powders and Flakes Product Portfolio 14.3.3 DKEM Silver Powders and Flakes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 14.4 Johnson Matthey 14.4.1 Johnson Matthey Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 14.4.2 Johnson Matthey Silver Powders and Flakes Product Portfolio 14.4.3 Johnson Matthey Silver Powders and Flakes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 14.5 Mitsui Kinzoku 14.5.1 Mitsui Kinzoku Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 14.5.2 Mitsui Kinzoku Silver Powders and Flakes Product Portfolio 14.5.3 Mitsui Kinzoku Silver Powders and Flakes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 14.6 Technic 14.6.1 Technic Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 14.6.2 Technic Silver Powders and Flakes Product Portfolio 14.6.3 Technic Silver Powders and Flakes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 14.7 Fukuda 14.7.1 Fukuda Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 14.7.2 Fukuda Silver Powders and Flakes Product Portfolio 14.7.3 Fukuda Silver Powders and Flakes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 14.8 AG PRO Technology 14.8.1 AG PRO Technology Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 14.8.2 AG PRO Technology Silver Powders and Flakes Product Portfolio 14.8.3 AG PRO Technology Silver Powders and Flakes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 14.9 Shoei Chemical 14.9.1 Shoei Chemical Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 14.9.2 Shoei Chemical Silver Powders and Flakes Product Portfolio 14.9.3 Shoei Chemical Silver Powders and Flakes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 14.10 MEPCO 14.10.1 MEPCO Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 14.10.2 MEPCO Silver Powders and Flakes Product Portfolio 14.10.3 MEPCO Silver Powders and Flakes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 14.11 Cermet 14.11.1 Cermet Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 14.11.2 Cermet Silver Powders and Flakes Product Portfolio 14.11.3 Cermet Silver Powders and Flakes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 14.12 Yamamoto Precious Metal 14.12.1 Yamamoto Precious Metal Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 14.12.2 Yamamoto Precious Metal Silver Powders and Flakes Product Portfolio 14.12.3 Yamamoto Precious Metal Silver Powders and Flakes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 14.13 TANAKA 14.13.1 TANAKA Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 14.13.2 TANAKA Silver Powders and Flakes Product Portfolio 14.13.3 TANAKA Silver Powders and Flakes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 14.14 Shin Nihon Kakin 14.14.1 Shin Nihon Kakin Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 14.14.2 Shin Nihon Kakin Silver Powders and Flakes Product Portfolio 14.14.3 Shin Nihon Kakin Silver Powders and Flakes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 14.15 Tokuriki Honten 14.15.1 Tokuriki Honten Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 14.15.2 Tokuriki Honten Silver Powders and Flakes Product Portfolio 14.15.3 Tokuriki Honten Silver Powders and Flakes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 14.16 Tongling Nonferrous Metals Group Holding 14.16.1 Tongling Nonferrous Metals Group Holding Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 14.16.2 Tongling Nonferrous Metals Group Holding Silver Powders and Flakes Product Portfolio 14.16.3 Tongling Nonferrous Metals Group Holding Silver Powders and Flakes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 14.17 CNMC Ningxia Orient Group 14.17.1 CNMC Ningxia Orient Group Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 14.17.2 CNMC Ningxia Orient Group Silver Powders and Flakes Product Portfolio 14.17.3 CNMC Ningxia Orient Group Silver Powders and Flakes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 14.18 Kunming Noble Metal Electronic Materials 14.18.1 Kunming Noble Metal Electronic Materials Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 14.18.2 Kunming Noble Metal Electronic Materials Silver Powders and Flakes Product Portfolio 14.18.3 Kunming Noble Metal Electronic Materials Silver Powders and Flakes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 14.19 Ningbo Jingxin Electronic Material 14.19.1 Ningbo Jingxin Electronic Material Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 14.19.2 Ningbo Jingxin Electronic Material Silver Powders and Flakes Product Portfolio 14.19.3 Ningbo Jingxin Electronic Material Silver Powders and Flakes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 14.20 Nonfemet 14.20.1 Nonfemet Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 14.20.2 Nonfemet Silver Powders and Flakes Product Portfolio 14.20.3 Nonfemet Silver Powders and Flakes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 14.21 RightSilver 14.21.1 RightSilver Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 14.21.2 RightSilver Silver Powders and Flakes Product Portfolio 14.21.3 RightSilver Silver Powders and Flakes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 14.22 Changgui Metal Powder 14.22.1 Changgui Metal Powder Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 14.22.2 Changgui Metal Powder Silver Powders and Flakes Product Portfolio 14.22.3 Changgui Metal Powder Silver Powders and Flakes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 14.23 Yunnan Copper Science & Technology 14.23.1 Yunnan Copper Science & Technology Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 14.23.2 Yunnan Copper Science & Technology Silver Powders and Flakes Product Portfolio 14.23.3 Yunnan Copper Science & Technology Silver Powders and Flakes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 15 Industry Chain Analysis 15.1 Silver Powders and Flakes Industry Chain Analysis 15.2 Silver Powders and Flakes Industry Upstream Supply Analysis 15.2.1 Upstream Key Raw Material Supply Analysis 15.2.2 Raw Material Suppliers and Contact Information 15.3 Silver Powders and Flakes Typical Downstream Customers 15.4 Silver Powders and Flakes 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
Publisher: DIResearch
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