Research Summary
Electrically welded tubes, also known as electric resistance welded (ERW) tubes, are a type of steel tubing produced by joining the edges of a strip or coil of steel through a high-frequency electrical current. In this manufacturing process, the steel strip is unwound, passed through a series of rollers to shape it into a cylindrical form, and then subjected to electrical resistance heating, which fuses the edges together to form a seam. The electric resistance welding process creates a strong and reliable bond, and the excess material is trimmed to achieve the desired tube dimensions. Electrically welded tubes are widely used in various industries for applications such as structural components, pipes, and tubing, as they offer good strength and versatility while being a cost-effective option for a wide range of engineering and construction purposes.
According to DIResearch's in-depth investigation and research, the global Electrically Welded Tubes 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 Electrically Welded Tubes include Youfa Steel Pipe Group, Tenaris, Zekelman Industries, Vallourec, China Baowu Steel Group, Nippon Steel, ChelPipe Group, APL Apollo, Arcelormittal, Hyundai Steel, JFE Steel Corporation, SeAH Holdings Corp, TMK Group, Nucor Corporation, United States Steel Corporation, Kingland & Pipeline Technol-ogies, Jiangsu Changbao Steel Tube, Hengyang Valin Steel Tube, Severstal, TPCO, Marcegaglia, Tata Steel, Nezone 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 Electrically Welded Tubes. 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 Electrically Welded Tubes 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 Electrically Welded Tubes 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 Electrically Welded Tubes 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 Electrically Welded Tubes Include:
Youfa Steel Pipe Group
Tenaris
Zekelman Industries
Vallourec
China Baowu Steel Group
Nippon Steel
ChelPipe Group
APL Apollo
Arcelormittal
Hyundai Steel
JFE Steel Corporation
SeAH Holdings Corp
TMK Group
Nucor Corporation
United States Steel Corporation
Kingland & Pipeline Technol-ogies
Jiangsu Changbao Steel Tube
Hengyang Valin Steel Tube
Severstal
TPCO
Marcegaglia
Tata Steel
Nezone Group
Electrically Welded Tubes Product Segment Include:
Round Tubes
Shaped Tubes
Electrically Welded Tubes Product Application Include:
Architecture Industry
Machinery & Equipment
Oil & Gas Industry
Chemical Industry
Others
Chapter Scope
Chapter 1: Product Research Range, Product Types and Applications, Market Overview, Market Situation and Trends
Chapter 2: Global Electrically Welded Tubes Capacity and Production Analysis
Chapter 3: Global Electrically Welded Tubes Industry PESTEL Analysis
Chapter 4: Global Electrically Welded Tubes Industry Porter's Five Forces Analysis
Chapter 5: Global Electrically Welded Tubes Major Regional Market Size (Revenue, Sales, Price) and Forecast Analysis
Chapter 6: Global Electrically Welded Tubes Market Size and Forecast by Type and Application Analysis
Chapter 7: North America Electrically Welded Tubes Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 8: Europe Electrically Welded Tubes Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 9: China Electrically Welded Tubes Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 10: APAC (Excl. China) Electrically Welded Tubes Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 11: Latin America Electrically Welded Tubes Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 12: Middle East and Africa Electrically Welded Tubes Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 13: Global Electrically Welded Tubes 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 Electrically Welded Tubes Market Overview 1.1 Product Definition and Statistical Scope 1.2 Electrically Welded Tubes Product by Type 1.2.1 Global Electrically Welded Tubes Market Size by Type, 2023 VS 2024 VS 2030 1.2.2 Round Tubes 1.2.3 Shaped Tubes 1.3 Electrically Welded Tubes Product by Application 1.3.1 Global Electrically Welded Tubes Market Size by Application, 2023 VS 2024 VS 2030 1.3.2 Architecture Industry 1.3.3 Machinery & Equipment 1.3.4 Oil & Gas Industry 1.3.5 Chemical Industry 1.3.6 Others 1.4 Global Electrically Welded Tubes Market Revenue and Sales Analysis 1.4.1 Global Electrically Welded Tubes Market Size Analysis (2019-2030) 1.4.2 Global Electrically Welded Tubes Market Sales Analysis (2019-2030) 1.4.3 Global Electrically Welded Tubes Market Sales Price Trend Analysis (2019-2030) 1.5 Electrically Welded Tubes Market Development Status and Trends 1.5.1 Electrically Welded Tubes Industry Development Status Analysis 1.5.2 Electrically Welded Tubes Industry Development Trends Analysis 2 Global Electrically Welded Tubes Capacity and Production Analysis 2.1 Global Electrically Welded Tubes Production Capacity (2019-2030) 2.2 Global Electrically Welded Tubes Production by Region: 2023 VS 2024 VS 2030 2.3 Global Electrically Welded Tubes Production by Region 2.3.1 Global Electrically Welded Tubes Historic Production by Region (2019-2024) 2.3.2 Global Electrically Welded Tubes Forecasted Production by Region (2025-2030) 2.3.3 Global Electrically Welded Tubes Production Market Share by Region (2019-2030) 3 Electrically Welded Tubes 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 Electrically Welded Tubes 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 Electrically Welded Tubes Market Analysis by Regions 5.1 Electrically Welded Tubes Overall Market: 2023 VS 2024 VS 2030 5.2 Global Electrically Welded Tubes Revenue and Forecast Analysis (2019-2030) 5.2.1 Global Electrically Welded Tubes Revenue and Market Share by Region (2019-2024) 5.2.2 Global Electrically Welded Tubes Revenue Forecast by Region (2025-2030) 5.3 Global Electrically Welded Tubes Sales and Forecast Analysis (2019-2030) 5.3.1 Global Electrically Welded Tubes Sales and Market Share by Region (2019-2024) 5.3.2 Global Electrically Welded Tubes Sales Forecast by Region (2025-2030) 5.4 Global Electrically Welded Tubes Sales Price Trend Analysis (2019-2030) 6 Global Electrically Welded Tubes Market Size by Type and Application 6.1 Global Electrically Welded Tubes Market Size by Type 6.1.1 Global Electrically Welded Tubes Revenue and Forecast Analysis by Type (2019-2030) 6.1.2 Global Electrically Welded Tubes Sales and Forecast Analysis by Type (2019-2030) 6.2 Global Electrically Welded Tubes Market Size by Application 6.2.1 Global Electrically Welded Tubes Revenue and Forecast Analysis by Application (2019-2030) 6.2.2 Global Electrically Welded Tubes Sales and Forecast Analysis by Application (2019-2030) 7 North America 7.1 North America Electrically Welded Tubes Market Size and Growth Rate Analysis (2019-2030) 7.2 North America Key Manufacturers Analysis 7.3 North America Electrically Welded Tubes Market Size by Type 7.3.1 North America Electrically Welded Tubes Sales by Type (2019-2030) 7.3.2 North America Electrically Welded Tubes Revenue by Type (2019-2030) 7.4 North America Electrically Welded Tubes Market Size by Application 7.4.1 North America Electrically Welded Tubes Sales by Application (2019-2030) 7.4.2 North America Electrically Welded Tubes Revenue by Application (2019-2030) 7.5 North America Electrically Welded Tubes Market Size by Country 7.5.1 US 7.5.2 Canada 8 Europe 8.1 Europe Electrically Welded Tubes Market Size and Growth Rate Analysis (2019-2030) 8.2 Europe Key Manufacturers Analysis 8.3 Europe Electrically Welded Tubes Market Size by Type 8.3.1 Europe Electrically Welded Tubes Sales by Type (2019-2030) 8.3.2 Europe Electrically Welded Tubes Revenue by Type (2019-2030) 8.4 Europe Electrically Welded Tubes Market Size by Application 8.4.1 Europe Electrically Welded Tubes Sales by Application (2019-2030) 8.4.2 ? Europe Electrically Welded Tubes Revenue by Application (2019-2030) 8.5 Europe Electrically Welded Tubes 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 Electrically Welded Tubes Market Size and Growth Rate Analysis (2019-2030) 9.2 China Key Manufacturers Analysis 9.3 China Electrically Welded Tubes Market Size by Type 9.3.1 China Electrically Welded Tubes Sales by Type (2019-2030) 9.3.2 China Electrically Welded Tubes Revenue by Type (2019-2030) 9.4 China Electrically Welded Tubes Market Size by Application 9.4.1 China Electrically Welded Tubes Sales by Application (2019-2030) 9.4.2 China Electrically Welded Tubes Revenue by Application (2019-2030) 10 APAC (excl. China) 10.1 APAC (excl. China) Electrically Welded Tubes Market Size and Growth Rate Analysis (2019-2030) 10.2 APAC (excl. China) Key Manufacturers Analysis 10.3 APAC (excl. China) Electrically Welded Tubes Market Size by Type 10.3.1 APAC (excl. China) Electrically Welded Tubes Sales by Type (2019-2030) 10.3.2 APAC (excl. China) Electrically Welded Tubes Revenue by Type (2019-2030) 10.4 APAC (excl. China) Electrically Welded Tubes Market Size by Application 10.4.1 APAC (excl. China) Electrically Welded Tubes Sales by Application (2019-2030) 10.4.2 APAC (excl. China) Electrically Welded Tubes Revenue by Application (2019-2030) 10.5 APAC (excl. China) Electrically Welded Tubes 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 Electrically Welded Tubes Market Size and Growth Rate Analysis (2019-2030) 11.2 Latin America Key Manufacturers Analysis 11.3 Latin America Electrically Welded Tubes Market Size by Type 11.3.1 Latin America Electrically Welded Tubes Sales by Type (2019-2030) 11.3.2 Latin America Electrically Welded Tubes Revenue by Type (2019-2030) 11.4 Latin America Electrically Welded Tubes Market Size by Application 11.4.1 Latin America Electrically Welded Tubes Sales by Application (2019-2030) 11.4.2 Latin America Electrically Welded Tubes Revenue by Application (2019-2030) 11.5 Latin America Electrically Welded Tubes Market Size by Country 11.5.1 Mexico 11.5.2 Brazil 12 Middle East & Africa 12.1 Middle East & Africa Electrically Welded Tubes Market Size and Growth Rate Analysis (2019-2030) 12.2 Middle East & Africa Key Manufacturers Analysis 12.3 Middle East & Africa Electrically Welded Tubes Market Size by Type 12.3.1 Middle East & Africa Electrically Welded Tubes Sales by Type (2019-2030) 12.3.2 Middle East & Africa Electrically Welded Tubes Revenue by Type (2019-2030) 12.4 Middle East & Africa Electrically Welded Tubes Market Size by Application 12.4.1 Middle East & Africa Electrically Welded Tubes Sales by Application (2019-2030) 12.4.2 Middle East & Africa Electrically Welded Tubes Revenue by Application (2019-2030) 12.5 Middle East & Africa Electrically Welded Tubes Market Size by Country 12.5.1 Saudi Arabia 12.5.2 South Africa 13 Competition by Manufacturers 13.1 Global Electrically Welded Tubes Market Sales, Revenue and Price by Key Manufacturers (2020-2024) 13.1.1 Global Electrically Welded Tubes Market Sales by Key Manufacturers (2020-2024) 13.1.2 Global Electrically Welded Tubes Market Revenue by Key Manufacturers (2020-2024) 13.1.3 Global Electrically Welded Tubes Average Sales Price by Manufacturers (2020-2024) 13.2 Electrically Welded Tubes Competitive Landscape Analysis and Market Dynamic 13.2.1 Electrically Welded Tubes 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 Youfa Steel Pipe Group 14.1.1 Youfa Steel Pipe Group Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 14.1.2 Youfa Steel Pipe Group Electrically Welded Tubes Product Portfolio 14.1.3 Youfa Steel Pipe Group Electrically Welded Tubes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 14.2 Tenaris 14.2.1 Tenaris Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 14.2.2 Tenaris Electrically Welded Tubes Product Portfolio 14.2.3 Tenaris Electrically Welded Tubes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 14.3 Zekelman Industries 14.3.1 Zekelman Industries Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 14.3.2 Zekelman Industries Electrically Welded Tubes Product Portfolio 14.3.3 Zekelman Industries Electrically Welded Tubes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 14.4 Vallourec 14.4.1 Vallourec Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 14.4.2 Vallourec Electrically Welded Tubes Product Portfolio 14.4.3 Vallourec Electrically Welded Tubes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 14.5 China Baowu Steel Group 14.5.1 China Baowu Steel Group Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 14.5.2 China Baowu Steel Group Electrically Welded Tubes Product Portfolio 14.5.3 China Baowu Steel Group Electrically Welded Tubes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 14.6 Nippon Steel 14.6.1 Nippon Steel Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 14.6.2 Nippon Steel Electrically Welded Tubes Product Portfolio 14.6.3 Nippon Steel Electrically Welded Tubes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 14.7 ChelPipe Group 14.7.1 ChelPipe Group Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 14.7.2 ChelPipe Group Electrically Welded Tubes Product Portfolio 14.7.3 ChelPipe Group Electrically Welded Tubes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 14.8 APL Apollo 14.8.1 APL Apollo Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 14.8.2 APL Apollo Electrically Welded Tubes Product Portfolio 14.8.3 APL Apollo Electrically Welded Tubes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 14.9 Arcelormittal 14.9.1 Arcelormittal Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 14.9.2 Arcelormittal Electrically Welded Tubes Product Portfolio 14.9.3 Arcelormittal Electrically Welded Tubes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 14.10 Hyundai Steel 14.10.1 Hyundai Steel Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 14.10.2 Hyundai Steel Electrically Welded Tubes Product Portfolio 14.10.3 Hyundai Steel Electrically Welded Tubes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 14.11 JFE Steel Corporation 14.11.1 JFE Steel Corporation Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 14.11.2 JFE Steel Corporation Electrically Welded Tubes Product Portfolio 14.11.3 JFE Steel Corporation Electrically Welded Tubes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 14.12 SeAH Holdings Corp 14.12.1 SeAH Holdings Corp Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 14.12.2 SeAH Holdings Corp Electrically Welded Tubes Product Portfolio 14.12.3 SeAH Holdings Corp Electrically Welded Tubes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 14.13 TMK Group 14.13.1 TMK Group Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 14.13.2 TMK Group Electrically Welded Tubes Product Portfolio 14.13.3 TMK Group Electrically Welded Tubes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 14.14 Nucor Corporation 14.14.1 Nucor Corporation Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 14.14.2 Nucor Corporation Electrically Welded Tubes Product Portfolio 14.14.3 Nucor Corporation Electrically Welded Tubes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 14.15 United States Steel Corporation 14.15.1 United States Steel Corporation Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 14.15.2 United States Steel Corporation Electrically Welded Tubes Product Portfolio 14.15.3 United States Steel Corporation Electrically Welded Tubes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 14.16 Kingland & Pipeline Technol-ogies 14.16.1 Kingland & Pipeline Technol-ogies Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 14.16.2 Kingland & Pipeline Technol-ogies Electrically Welded Tubes Product Portfolio 14.16.3 Kingland & Pipeline Technol-ogies Electrically Welded Tubes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 14.17 Jiangsu Changbao Steel Tube 14.17.1 Jiangsu Changbao Steel Tube Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 14.17.2 Jiangsu Changbao Steel Tube Electrically Welded Tubes Product Portfolio 14.17.3 Jiangsu Changbao Steel Tube Electrically Welded Tubes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 14.18 Hengyang Valin Steel Tube 14.18.1 Hengyang Valin Steel Tube Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 14.18.2 Hengyang Valin Steel Tube Electrically Welded Tubes Product Portfolio 14.18.3 Hengyang Valin Steel Tube Electrically Welded Tubes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 14.19 Severstal 14.19.1 Severstal Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 14.19.2 Severstal Electrically Welded Tubes Product Portfolio 14.19.3 Severstal Electrically Welded Tubes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 14.20 TPCO 14.20.1 TPCO Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 14.20.2 TPCO Electrically Welded Tubes Product Portfolio 14.20.3 TPCO Electrically Welded Tubes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 14.21 Marcegaglia 14.21.1 Marcegaglia Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 14.21.2 Marcegaglia Electrically Welded Tubes Product Portfolio 14.21.3 Marcegaglia Electrically Welded Tubes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 14.22 Tata Steel 14.22.1 Tata Steel Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 14.22.2 Tata Steel Electrically Welded Tubes Product Portfolio 14.22.3 Tata Steel Electrically Welded Tubes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 14.23 Nezone Group 14.23.1 Nezone Group Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 14.23.2 Nezone Group Electrically Welded Tubes Product Portfolio 14.23.3 Nezone Group Electrically Welded Tubes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 15 Industry Chain Analysis 15.1 Electrically Welded Tubes Industry Chain Analysis 15.2 Electrically Welded Tubes Industry Upstream Supply Analysis 15.2.1 Upstream Key Raw Material Supply Analysis 15.2.2 Raw Material Suppliers and Contact Information 15.3 Electrically Welded Tubes Typical Downstream Customers 15.4 Electrically Welded Tubes 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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