Research Summary
A CNC pipe bender is a specialized machine used in the manufacturing industry to bend pipes and tubes with precision and accuracy. The machine is operated through Computer Numerical Control (CNC), allowing for automated control and programming of bending operations. CNC pipe benders can handle a wide range of pipe diameters and materials, including steel, stainless steel, copper, aluminum, and more. The CNC technology enables precise and repeatable bending angles and radii, ensuring consistent and high-quality results. CNC pipe benders are commonly used in various industries, including automotive, aerospace, plumbing, and construction, for applications such as exhaust systems, handrails, frames, and other bent tube components. The automation and efficiency offered by CNC pipe benders make them an essential tool for modern pipe fabrication and manufacturing processes.
According to DIResearch's in-depth investigation and research, the global CNC Pipe Bender 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 CNC Pipe Bender include BLM GROUP, Numalliance, SOCO Machinery, Schwarze-Robitec, CHIYODA KOGYO, AMOB, YLM Group, Opton, CSM, COMCO, Unison Ltd, Transfluid Maschinenbau GmbH, Crippa, VLB Group, King-Mazon Machinery, SANCO GROUP, Herber Engineering AB, Dengler Tube, Taiyo Corporation, WAFIOS, Jiangyin Machinery, Hefeng Group, Pedrazzoli, Jiangsu Hetai, Jiangsu Zhongwan, Chittak 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 CNC Pipe Bender. 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 CNC Pipe Bender market. The report data covers historical data from 2019 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 CNC Pipe Bender 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 CNC Pipe Bender 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 CNC Pipe Bender Include:
BLM GROUP
Numalliance
SOCO Machinery
Schwarze-Robitec
CHIYODA KOGYO
AMOB
YLM Group
Opton
CSM
COMCO
Unison Ltd
Transfluid Maschinenbau GmbH
Crippa
VLB Group
King-Mazon Machinery
SANCO GROUP
Herber Engineering AB
Dengler Tube
Taiyo Corporation
WAFIOS
Jiangyin Machinery
Hefeng Group
Pedrazzoli
Jiangsu Hetai
Jiangsu Zhongwan
Chittak
CNC Pipe Bender Product Segment Include:
Fully Electric CNC Pipe Bender
Hybrid CNC Pipe Bender
Hydraulic CNC Pipe Bender
CNC Pipe Bender Product Application Include:
Aerospace
Automotive
Home Appliances
General Industry
Others
Chapter Scope
Chapter 1: Product Research Range, Product Types and Applications, Market Overview, Market Situation and Trends
Chapter 2: Global CNC Pipe Bender Industry PESTEL Analysis
Chapter 3: Global CNC Pipe Bender Industry Porter's Five Forces Analysis
Chapter 4: Global CNC Pipe Bender Major Regional Market Size (Revenue, Sales, Price) and Forecast Analysis
Chapter 5: Global CNC Pipe Bender Market Size and Forecast by Type and Application Analysis
Chapter 6: North America CNC Pipe Bender Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 7: Europe CNC Pipe Bender Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 8: China CNC Pipe Bender Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 9: APAC (Excl. China) CNC Pipe Bender Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 10: Latin America CNC Pipe Bender Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 11: Middle East and Africa CNC Pipe Bender Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 12: Global CNC Pipe Bender Competitive Analysis of Key Manufacturers (Sales, Revenue, Market Share, Price, Regional Distribution and Industry Concentration)
Chapter 13: Key Company Profiles (Product Portfolio, Sales, Revenue, Price and Gross Margin)
Chapter 14: Industrial Chain Analysis, Include Raw Material Suppliers, Distributors and Customers
Chapter 15: Research Findings and Conclusion
Chapter 16: Methodology and Data Sources
Table of Contents 1 CNC Pipe Bender Market Overview 1.1 Product Definition and Statistical Scope 1.2 CNC Pipe Bender Product by Type 1.2.1 Global CNC Pipe Bender Market Size by Type, 2023 VS 2024 VS 2030 1.2.2 Fully Electric CNC Pipe Bender 1.2.3 Hybrid CNC Pipe Bender 1.2.4 Hydraulic CNC Pipe Bender 1.3 CNC Pipe Bender Product by Application 1.3.1 Global CNC Pipe Bender Market Size by Application, 2023 VS 2024 VS 2030 1.3.2 Aerospace 1.3.3 Automotive 1.3.4 Home Appliances 1.3.5 General Industry 1.3.6 Others 1.4 Global CNC Pipe Bender Market Revenue and Sales Analysis 1.4.1 Global CNC Pipe Bender Market Size Analysis (2019-2030) 1.4.2 Global CNC Pipe Bender Market Sales Analysis (2019-2030) 1.4.3 Global CNC Pipe Bender Market Sales Price Trend Analysis (2019-2030) 1.5 CNC Pipe Bender Market Development Status and Trends 1.5.1 CNC Pipe Bender Industry Development Status Analysis 1.5.2 CNC Pipe Bender Industry Development Trends Analysis 2 CNC Pipe Bender Market PESTEL Analysis 2.1 Political Factors Analysis 2.2 Economic Factors Analysis 2.3 Social Factors Analysis 2.4 Technological Factors Analysis 2.5 Environmental Factors Analysis 2.6 Legal Factors Analysis 3 CNC Pipe Bender Market Porter's Five Forces Analysis 3.1 Competitive Rivalry 3.2 Threat of New Entrants 3.3 Bargaining Power of Suppliers 3.4 Bargaining Power of Buyers 3.5 Threat of Substitutes 4 Global CNC Pipe Bender Market Analysis by Regions 4.1 CNC Pipe Bender Overall Market: 2023 VS 2024 VS 2030 4.2 Global CNC Pipe Bender Revenue and Forecast Analysis (2019-2030) 4.2.1 Global CNC Pipe Bender Revenue and Market Share by Region (2019-2024) 4.2.2 Global CNC Pipe Bender Revenue Forecast by Region (2025-2030) 4.3 Global CNC Pipe Bender Sales and Forecast Analysis (2019-2030) 4.3.1 Global CNC Pipe Bender Sales and Market Share by Region (2019-2024) 4.3.2 Global CNC Pipe Bender Sales Forecast by Region (2025-2030) 4.4 Global CNC Pipe Bender Sales Price Trend Analysis (2019-2030) 5 Global CNC Pipe Bender Market Size by Type and Application 5.1 Global CNC Pipe Bender Market Size by Type 5.1.1 Global CNC Pipe Bender Revenue and Forecast Analysis by Type (2019-2030) 5.1.2 Global CNC Pipe Bender Sales and Forecast Analysis by Type (2019-2030) 5.2 Global CNC Pipe Bender Market Size by Application 5.2.1 Global CNC Pipe Bender Revenue and Forecast Analysis by Application (2019-2030) 5.2.2 Global CNC Pipe Bender Sales and Forecast Analysis by Application (2019-2030) 6 North America 6.1 North America CNC Pipe Bender Market Size and Growth Rate Analysis (2019-2030) 6.2 North America Key Manufacturers Analysis 6.3 North America CNC Pipe Bender Market Size by Type 6.3.1 North America CNC Pipe Bender Sales by Type (2019-2030) 6.3.2 North America CNC Pipe Bender Revenue by Type (2019-2030) 6.4 North America CNC Pipe Bender Market Size by Application 6.4.1 North America CNC Pipe Bender Sales by Application (2019-2030) 6.4.2 North America CNC Pipe Bender Revenue by Application (2019-2030) 6.5 North America CNC Pipe Bender Market Size by Country 6.5.1 US 6.5.2 Canada 7 Europe 7.1 Europe CNC Pipe Bender Market Size and Growth Rate Analysis (2019-2030) 7.2 Europe Key Manufacturers Analysis 7.3 Europe CNC Pipe Bender Market Size by Type 7.3.1 Europe CNC Pipe Bender Sales by Type (2019-2030) 7.3.2 Europe CNC Pipe Bender Revenue by Type (2019-2030) 7.4 Europe CNC Pipe Bender Market Size by Application 7.4.1 Europe CNC Pipe Bender Sales by Application (2019-2030) 7.4.2 ? Europe CNC Pipe Bender Revenue by Application (2019-2030) 7.5 Europe CNC Pipe Bender Market Size by Country 7.5.1 Germany 7.5.2 France 7.5.3 United Kingdom 7.5.4 Italy 7.5.5 Spain 7.5.6 Benelux 8 China 8.1 China CNC Pipe Bender Market Size and Growth Rate Analysis (2019-2030) 8.2 China Key Manufacturers Analysis 8.3 China CNC Pipe Bender Market Size by Type 8.3.1 China CNC Pipe Bender Sales by Type (2019-2030) 8.3.2 China CNC Pipe Bender Revenue by Type (2019-2030) 8.4 China CNC Pipe Bender Market Size by Application 8.4.1 China CNC Pipe Bender Sales by Application (2019-2030) 8.4.2 China CNC Pipe Bender Revenue by Application (2019-2030) 9 APAC (excl. China) 9.1 APAC (excl. China) CNC Pipe Bender Market Size and Growth Rate Analysis (2019-2030) 9.2 APAC (excl. China) Key Manufacturers Analysis 9.3 APAC (excl. China) CNC Pipe Bender Market Size by Type 9.3.1 APAC (excl. China) CNC Pipe Bender Sales by Type (2019-2030) 9.3.2 APAC (excl. China) CNC Pipe Bender Revenue by Type (2019-2030) 9.4 APAC (excl. China) CNC Pipe Bender Market Size by Application 9.4.1 APAC (excl. China) CNC Pipe Bender Sales by Application (2019-2030) 9.4.2 APAC (excl. China) CNC Pipe Bender Revenue by Application (2019-2030) 9.5 APAC (excl. China) CNC Pipe Bender Market Size by Country 9.5.1 Japan 9.5.2 South Korea 9.5.3 India 9.5.4 Australia 9.5.5 Indonesia 9.5.6 Vietnam 9.5.7 Malaysia 9.5.8 Thailand 10 Latin America 10.1 Latin America CNC Pipe Bender Market Size and Growth Rate Analysis (2019-2030) 10.2 Latin America Key Manufacturers Analysis 10.3 Latin America CNC Pipe Bender Market Size by Type 10.3.1 Latin America CNC Pipe Bender Sales by Type (2019-2030) 10.3.2 Latin America CNC Pipe Bender Revenue by Type (2019-2030) 10.4 Latin America CNC Pipe Bender Market Size by Application 10.4.1 Latin America CNC Pipe Bender Sales by Application (2019-2030) 10.4.2 Latin America CNC Pipe Bender Revenue by Application (2019-2030) 10.5 Latin America CNC Pipe Bender Market Size by Country 10.5.1 Mexico 10.5.2 Brazil 11 Middle East & Africa 11.1 Middle East & Africa CNC Pipe Bender Market Size and Growth Rate Analysis (2019-2030) 11.2 Middle East & Africa Key Manufacturers Analysis 11.3 Middle East & Africa CNC Pipe Bender Market Size by Type 11.3.1 Middle East & Africa CNC Pipe Bender Sales by Type (2019-2030) 11.3.2 Middle East & Africa CNC Pipe Bender Revenue by Type (2019-2030) 11.4 Middle East & Africa CNC Pipe Bender Market Size by Application 11.4.1 Middle East & Africa CNC Pipe Bender Sales by Application (2019-2030) 11.4.2 Middle East & Africa CNC Pipe Bender Revenue by Application (2019-2030) 11.5 Middle East & Africa CNC Pipe Bender Market Size by Country 11.5.1 Saudi Arabia 11.5.2 South Africa 12 Competition by Manufacturers 12.1 Global CNC Pipe Bender Market Sales, Revenue and Price by Key Manufacturers (2020-2024) 12.1.1 Global CNC Pipe Bender Market Sales by Key Manufacturers (2020-2024) 12.1.2 Global CNC Pipe Bender Market Revenue by Key Manufacturers (2020-2024) 12.1.3 Global CNC Pipe Bender Average Sales Price by Manufacturers (2020-2024) 12.2 CNC Pipe Bender Competitive Landscape Analysis and Market Dynamic 12.2.1 CNC Pipe Bender Competitive Landscape Analysis 12.2.2 Global Key Manufacturers Headquarter Location and Key Area Sales 12.2.3 Market Dynamic 13 Key Companies Analysis 13.1 BLM GROUP 13.1.1 BLM GROUP Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.1.2 BLM GROUP CNC Pipe Bender Product Portfolio 13.1.3 BLM GROUP CNC Pipe Bender Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.2 Numalliance 13.2.1 Numalliance Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.2.2 Numalliance CNC Pipe Bender Product Portfolio 13.2.3 Numalliance CNC Pipe Bender Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.3 SOCO Machinery 13.3.1 SOCO Machinery Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.3.2 SOCO Machinery CNC Pipe Bender Product Portfolio 13.3.3 SOCO Machinery CNC Pipe Bender Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.4 Schwarze-Robitec 13.4.1 Schwarze-Robitec Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.4.2 Schwarze-Robitec CNC Pipe Bender Product Portfolio 13.4.3 Schwarze-Robitec CNC Pipe Bender Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.5 CHIYODA KOGYO 13.5.1 CHIYODA KOGYO Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.5.2 CHIYODA KOGYO CNC Pipe Bender Product Portfolio 13.5.3 CHIYODA KOGYO CNC Pipe Bender Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.6 AMOB 13.6.1 AMOB Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.6.2 AMOB CNC Pipe Bender Product Portfolio 13.6.3 AMOB CNC Pipe Bender Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.7 YLM Group 13.7.1 YLM Group Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.7.2 YLM Group CNC Pipe Bender Product Portfolio 13.7.3 YLM Group CNC Pipe Bender Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.8 Opton 13.8.1 Opton Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.8.2 Opton CNC Pipe Bender Product Portfolio 13.8.3 Opton CNC Pipe Bender Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.9 CSM 13.9.1 CSM Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.9.2 CSM CNC Pipe Bender Product Portfolio 13.9.3 CSM CNC Pipe Bender Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.10 COMCO 13.10.1 COMCO Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.10.2 COMCO CNC Pipe Bender Product Portfolio 13.10.3 COMCO CNC Pipe Bender Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.11 Unison Ltd 13.11.1 Unison Ltd Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.11.2 Unison Ltd CNC Pipe Bender Product Portfolio 13.11.3 Unison Ltd CNC Pipe Bender Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.12 Transfluid Maschinenbau GmbH 13.12.1 Transfluid Maschinenbau GmbH Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.12.2 Transfluid Maschinenbau GmbH CNC Pipe Bender Product Portfolio 13.12.3 Transfluid Maschinenbau GmbH CNC Pipe Bender Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.13 Crippa 13.13.1 Crippa Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.13.2 Crippa CNC Pipe Bender Product Portfolio 13.13.3 Crippa CNC Pipe Bender Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.14 VLB Group 13.14.1 VLB Group Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.14.2 VLB Group CNC Pipe Bender Product Portfolio 13.14.3 VLB Group CNC Pipe Bender Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.15 King-Mazon Machinery 13.15.1 King-Mazon Machinery Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.15.2 King-Mazon Machinery CNC Pipe Bender Product Portfolio 13.15.3 King-Mazon Machinery CNC Pipe Bender Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.16 SANCO GROUP 13.16.1 SANCO GROUP Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.16.2 SANCO GROUP CNC Pipe Bender Product Portfolio 13.16.3 SANCO GROUP CNC Pipe Bender Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.17 Herber Engineering AB 13.17.1 Herber Engineering AB Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.17.2 Herber Engineering AB CNC Pipe Bender Product Portfolio 13.17.3 Herber Engineering AB CNC Pipe Bender Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.18 Dengler Tube 13.18.1 Dengler Tube Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.18.2 Dengler Tube CNC Pipe Bender Product Portfolio 13.18.3 Dengler Tube CNC Pipe Bender Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.19 Taiyo Corporation 13.19.1 Taiyo Corporation Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.19.2 Taiyo Corporation CNC Pipe Bender Product Portfolio 13.19.3 Taiyo Corporation CNC Pipe Bender Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.20 WAFIOS 13.20.1 WAFIOS Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.20.2 WAFIOS CNC Pipe Bender Product Portfolio 13.20.3 WAFIOS CNC Pipe Bender Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.21 Jiangyin Machinery 13.21.1 Jiangyin Machinery Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.21.2 Jiangyin Machinery CNC Pipe Bender Product Portfolio 13.21.3 Jiangyin Machinery CNC Pipe Bender Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.22 Hefeng Group 13.22.1 Hefeng Group Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.22.2 Hefeng Group CNC Pipe Bender Product Portfolio 13.22.3 Hefeng Group CNC Pipe Bender Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.23 Pedrazzoli 13.23.1 Pedrazzoli Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.23.2 Pedrazzoli CNC Pipe Bender Product Portfolio 13.23.3 Pedrazzoli CNC Pipe Bender Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.24 Jiangsu Hetai 13.24.1 Jiangsu Hetai Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.24.2 Jiangsu Hetai CNC Pipe Bender Product Portfolio 13.24.3 Jiangsu Hetai CNC Pipe Bender Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.25 Jiangsu Zhongwan 13.25.1 Jiangsu Zhongwan Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.25.2 Jiangsu Zhongwan CNC Pipe Bender Product Portfolio 13.25.3 Jiangsu Zhongwan CNC Pipe Bender Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.26 Chittak 13.26.1 Chittak Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.26.2 Chittak CNC Pipe Bender Product Portfolio 13.26.3 Chittak CNC Pipe Bender Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 14 Industry Chain Analysis 14.1 CNC Pipe Bender Industry Chain Analysis 14.2 CNC Pipe Bender Industry Upstream Supply Analysis 14.2.1 Upstream Key Raw Material Supply Analysis 14.2.2 Raw Material Suppliers and Contact Information 14.3 CNC Pipe Bender Typical Downstream Customers 14.4 CNC Pipe Bender Sales Channel Analysis 15 Research Findings and Conclusion 16 Methodology and Data Source 16.1 Methodology/Research Approach 16.2 Research Scope 16.3 Benchmarks and Assumptions 16.4 Date Source 16.4.1 Primary Sources 16.4.2 Secondary Sources 16.5 Data Cross Validation 16.6 Disclaimer
Publisher: DIResearch
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