Research Summary
Gas outlets refer to specific points in a gas distribution system where users can access and utilize gas for various applications. In residential, commercial, and industrial settings, gas outlets typically take the form of connection points or fixtures that enable the attachment of gas-powered appliances, such as stoves, water heaters, or heating systems. These outlets are designed to provide a controlled and safe means for users to tap into the gas supply for their specific needs. In medical contexts, gas outlets can also refer to fixtures within healthcare facilities that supply medical gases, such as oxygen or nitrous oxide, to support various medical procedures and patient care. Gas outlets are crucial components of gas infrastructure, facilitating the diverse applications of gas in different environments while ensuring safety and efficiency in the distribution and use of this energy source.
According to DIResearch's in-depth investigation and research, the global Gas Outlets 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 Gas Outlets include Air Liquide, Allied Healthcare Products Inc., Amico, BeaconMedaes (Atlas Copco), Gentec (Genstar Technologies), ASB System, Ohio Medical, Powerex, ESCO Medicon, GCE Group, Dr??ger, Pattons Medical, Randall, Novair Medical, Silbermann Technologies, G. SAMARAS SA, Precision UK Ltd, Tri-Tech Medical, Medicop, CBMTECH, INMED-Karczewscy, Pneumatech, Medical Technologies, INSPITAL, Radon Med-tech, Acare Technology, Gloor Medical, Amcaremed Technology, Ningbo Leibo Medical 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 Gas Outlets. 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 Gas Outlets 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 Gas Outlets 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 Gas Outlets 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 Gas Outlets Include:
Air Liquide
Allied Healthcare Products Inc.
Amico
BeaconMedaes (Atlas Copco)
Gentec (Genstar Technologies)
ASB System
Ohio Medical
Powerex
ESCO Medicon
GCE Group
Dr??ger
Pattons Medical
Randall
Novair Medical
Silbermann Technologies
G. SAMARAS SA
Precision UK Ltd
Tri-Tech Medical
Medicop
CBMTECH
INMED-Karczewscy
Pneumatech
Medical Technologies
INSPITAL
Radon Med-tech
Acare Technology
Gloor Medical
Amcaremed Technology
Ningbo Leibo Medical Technology
Gas Outlets Product Segment Include:
Wall Outlets
Console Outlets
Celling Outlets
Gas Outlets Product Application Include:
Hospitals
Clinics
Others
Chapter Scope
Chapter 1: Product Research Range, Product Types and Applications, Market Overview, Market Situation and Trends
Chapter 2: Global Gas Outlets Industry PESTEL Analysis
Chapter 3: Global Gas Outlets Industry Porter's Five Forces Analysis
Chapter 4: Global Gas Outlets Major Regional Market Size (Revenue, Sales, Price) and Forecast Analysis
Chapter 5: Global Gas Outlets Market Size and Forecast by Type and Application Analysis
Chapter 6: North America Gas Outlets Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 7: Europe Gas Outlets Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 8: China Gas Outlets Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 9: APAC (Excl. China) Gas Outlets Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 10: Latin America Gas Outlets Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 11: Middle East and Africa Gas Outlets Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 12: Global Gas Outlets 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 Gas Outlets Market Overview 1.1 Product Definition and Statistical Scope 1.2 Gas Outlets Product by Type 1.2.1 Global Gas Outlets Market Size by Type, 2023 VS 2024 VS 2030 1.2.2 Wall Outlets 1.2.3 Console Outlets 1.2.4 Celling Outlets 1.3 Gas Outlets Product by Application 1.3.1 Global Gas Outlets Market Size by Application, 2023 VS 2024 VS 2030 1.3.2 Hospitals 1.3.3 Clinics 1.3.4 Others 1.4 Global Gas Outlets Market Revenue and Sales Analysis 1.4.1 Global Gas Outlets Market Size Analysis (2019-2030) 1.4.2 Global Gas Outlets Market Sales Analysis (2019-2030) 1.4.3 Global Gas Outlets Market Sales Price Trend Analysis (2019-2030) 1.5 Gas Outlets Market Development Status and Trends 1.5.1 Gas Outlets Industry Development Status Analysis 1.5.2 Gas Outlets Industry Development Trends Analysis 2 Gas Outlets 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 Gas Outlets 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 Gas Outlets Market Analysis by Regions 4.1 Gas Outlets Overall Market: 2023 VS 2024 VS 2030 4.2 Global Gas Outlets Revenue and Forecast Analysis (2019-2030) 4.2.1 Global Gas Outlets Revenue and Market Share by Region (2019-2024) 4.2.2 Global Gas Outlets Revenue Forecast by Region (2025-2030) 4.3 Global Gas Outlets Sales and Forecast Analysis (2019-2030) 4.3.1 Global Gas Outlets Sales and Market Share by Region (2019-2024) 4.3.2 Global Gas Outlets Sales Forecast by Region (2025-2030) 4.4 Global Gas Outlets Sales Price Trend Analysis (2019-2030) 5 Global Gas Outlets Market Size by Type and Application 5.1 Global Gas Outlets Market Size by Type 5.1.1 Global Gas Outlets Revenue and Forecast Analysis by Type (2019-2030) 5.1.2 Global Gas Outlets Sales and Forecast Analysis by Type (2019-2030) 5.2 Global Gas Outlets Market Size by Application 5.2.1 Global Gas Outlets Revenue and Forecast Analysis by Application (2019-2030) 5.2.2 Global Gas Outlets Sales and Forecast Analysis by Application (2019-2030) 6 North America 6.1 North America Gas Outlets Market Size and Growth Rate Analysis (2019-2030) 6.2 North America Key Manufacturers Analysis 6.3 North America Gas Outlets Market Size by Type 6.3.1 North America Gas Outlets Sales by Type (2019-2030) 6.3.2 North America Gas Outlets Revenue by Type (2019-2030) 6.4 North America Gas Outlets Market Size by Application 6.4.1 North America Gas Outlets Sales by Application (2019-2030) 6.4.2 North America Gas Outlets Revenue by Application (2019-2030) 6.5 North America Gas Outlets Market Size by Country 6.5.1 US 6.5.2 Canada 7 Europe 7.1 Europe Gas Outlets Market Size and Growth Rate Analysis (2019-2030) 7.2 Europe Key Manufacturers Analysis 7.3 Europe Gas Outlets Market Size by Type 7.3.1 Europe Gas Outlets Sales by Type (2019-2030) 7.3.2 Europe Gas Outlets Revenue by Type (2019-2030) 7.4 Europe Gas Outlets Market Size by Application 7.4.1 Europe Gas Outlets Sales by Application (2019-2030) 7.4.2 ? Europe Gas Outlets Revenue by Application (2019-2030) 7.5 Europe Gas Outlets 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 Gas Outlets Market Size and Growth Rate Analysis (2019-2030) 8.2 China Key Manufacturers Analysis 8.3 China Gas Outlets Market Size by Type 8.3.1 China Gas Outlets Sales by Type (2019-2030) 8.3.2 China Gas Outlets Revenue by Type (2019-2030) 8.4 China Gas Outlets Market Size by Application 8.4.1 China Gas Outlets Sales by Application (2019-2030) 8.4.2 China Gas Outlets Revenue by Application (2019-2030) 9 APAC (excl. China) 9.1 APAC (excl. China) Gas Outlets Market Size and Growth Rate Analysis (2019-2030) 9.2 APAC (excl. China) Key Manufacturers Analysis 9.3 APAC (excl. China) Gas Outlets Market Size by Type 9.3.1 APAC (excl. China) Gas Outlets Sales by Type (2019-2030) 9.3.2 APAC (excl. China) Gas Outlets Revenue by Type (2019-2030) 9.4 APAC (excl. China) Gas Outlets Market Size by Application 9.4.1 APAC (excl. China) Gas Outlets Sales by Application (2019-2030) 9.4.2 APAC (excl. China) Gas Outlets Revenue by Application (2019-2030) 9.5 APAC (excl. China) Gas Outlets 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 Gas Outlets Market Size and Growth Rate Analysis (2019-2030) 10.2 Latin America Key Manufacturers Analysis 10.3 Latin America Gas Outlets Market Size by Type 10.3.1 Latin America Gas Outlets Sales by Type (2019-2030) 10.3.2 Latin America Gas Outlets Revenue by Type (2019-2030) 10.4 Latin America Gas Outlets Market Size by Application 10.4.1 Latin America Gas Outlets Sales by Application (2019-2030) 10.4.2 Latin America Gas Outlets Revenue by Application (2019-2030) 10.5 Latin America Gas Outlets Market Size by Country 10.5.1 Mexico 10.5.2 Brazil 11 Middle East & Africa 11.1 Middle East & Africa Gas Outlets Market Size and Growth Rate Analysis (2019-2030) 11.2 Middle East & Africa Key Manufacturers Analysis 11.3 Middle East & Africa Gas Outlets Market Size by Type 11.3.1 Middle East & Africa Gas Outlets Sales by Type (2019-2030) 11.3.2 Middle East & Africa Gas Outlets Revenue by Type (2019-2030) 11.4 Middle East & Africa Gas Outlets Market Size by Application 11.4.1 Middle East & Africa Gas Outlets Sales by Application (2019-2030) 11.4.2 Middle East & Africa Gas Outlets Revenue by Application (2019-2030) 11.5 Middle East & Africa Gas Outlets Market Size by Country 11.5.1 Saudi Arabia 11.5.2 South Africa 12 Competition by Manufacturers 12.1 Global Gas Outlets Market Sales, Revenue and Price by Key Manufacturers (2020-2024) 12.1.1 Global Gas Outlets Market Sales by Key Manufacturers (2020-2024) 12.1.2 Global Gas Outlets Market Revenue by Key Manufacturers (2020-2024) 12.1.3 Global Gas Outlets Average Sales Price by Manufacturers (2020-2024) 12.2 Gas Outlets Competitive Landscape Analysis and Market Dynamic 12.2.1 Gas Outlets 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 Air Liquide 13.1.1 Air Liquide Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.1.2 Air Liquide Gas Outlets Product Portfolio 13.1.3 Air Liquide Gas Outlets Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.2 Allied Healthcare Products Inc. 13.2.1 Allied Healthcare Products Inc. Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.2.2 Allied Healthcare Products Inc. Gas Outlets Product Portfolio 13.2.3 Allied Healthcare Products Inc. Gas Outlets Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.3 Amico 13.3.1 Amico Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.3.2 Amico Gas Outlets Product Portfolio 13.3.3 Amico Gas Outlets Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.4 BeaconMedaes (Atlas Copco) 13.4.1 BeaconMedaes (Atlas Copco) Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.4.2 BeaconMedaes (Atlas Copco) Gas Outlets Product Portfolio 13.4.3 BeaconMedaes (Atlas Copco) Gas Outlets Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.5 Gentec (Genstar Technologies) 13.5.1 Gentec (Genstar Technologies) Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.5.2 Gentec (Genstar Technologies) Gas Outlets Product Portfolio 13.5.3 Gentec (Genstar Technologies) Gas Outlets Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.6 ASB System 13.6.1 ASB System Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.6.2 ASB System Gas Outlets Product Portfolio 13.6.3 ASB System Gas Outlets Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.7 Ohio Medical 13.7.1 Ohio Medical Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.7.2 Ohio Medical Gas Outlets Product Portfolio 13.7.3 Ohio Medical Gas Outlets Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.8 Powerex 13.8.1 Powerex Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.8.2 Powerex Gas Outlets Product Portfolio 13.8.3 Powerex Gas Outlets Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.9 ESCO Medicon 13.9.1 ESCO Medicon Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.9.2 ESCO Medicon Gas Outlets Product Portfolio 13.9.3 ESCO Medicon Gas Outlets Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.10 GCE Group 13.10.1 GCE Group Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.10.2 GCE Group Gas Outlets Product Portfolio 13.10.3 GCE Group Gas Outlets Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.11 Dr??ger 13.11.1 Dr??ger Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.11.2 Dr??ger Gas Outlets Product Portfolio 13.11.3 Dr??ger Gas Outlets Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.12 Pattons Medical 13.12.1 Pattons Medical Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.12.2 Pattons Medical Gas Outlets Product Portfolio 13.12.3 Pattons Medical Gas Outlets Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.13 Randall 13.13.1 Randall Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.13.2 Randall Gas Outlets Product Portfolio 13.13.3 Randall Gas Outlets Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.14 Novair Medical 13.14.1 Novair Medical Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.14.2 Novair Medical Gas Outlets Product Portfolio 13.14.3 Novair Medical Gas Outlets Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.15 Silbermann Technologies 13.15.1 Silbermann Technologies Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.15.2 Silbermann Technologies Gas Outlets Product Portfolio 13.15.3 Silbermann Technologies Gas Outlets Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.16 G. SAMARAS SA 13.16.1 G. SAMARAS SA Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.16.2 G. SAMARAS SA Gas Outlets Product Portfolio 13.16.3 G. SAMARAS SA Gas Outlets Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.17 Precision UK Ltd 13.17.1 Precision UK Ltd Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.17.2 Precision UK Ltd Gas Outlets Product Portfolio 13.17.3 Precision UK Ltd Gas Outlets Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.18 Tri-Tech Medical 13.18.1 Tri-Tech Medical Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.18.2 Tri-Tech Medical Gas Outlets Product Portfolio 13.18.3 Tri-Tech Medical Gas Outlets Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.19 Medicop 13.19.1 Medicop Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.19.2 Medicop Gas Outlets Product Portfolio 13.19.3 Medicop Gas Outlets Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.20 CBMTECH 13.20.1 CBMTECH Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.20.2 CBMTECH Gas Outlets Product Portfolio 13.20.3 CBMTECH Gas Outlets Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.21 INMED-Karczewscy 13.21.1 INMED-Karczewscy Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.21.2 INMED-Karczewscy Gas Outlets Product Portfolio 13.21.3 INMED-Karczewscy Gas Outlets Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.22 Pneumatech 13.22.1 Pneumatech Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.22.2 Pneumatech Gas Outlets Product Portfolio 13.22.3 Pneumatech Gas Outlets Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.23 Medical Technologies 13.23.1 Medical Technologies Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.23.2 Medical Technologies Gas Outlets Product Portfolio 13.23.3 Medical Technologies Gas Outlets Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.24 INSPITAL 13.24.1 INSPITAL Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.24.2 INSPITAL Gas Outlets Product Portfolio 13.24.3 INSPITAL Gas Outlets Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.25 Radon Med-tech 13.25.1 Radon Med-tech Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.25.2 Radon Med-tech Gas Outlets Product Portfolio 13.25.3 Radon Med-tech Gas Outlets Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.26 Acare Technology 13.26.1 Acare Technology Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.26.2 Acare Technology Gas Outlets Product Portfolio 13.26.3 Acare Technology Gas Outlets Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.27 Gloor Medical 13.27.1 Gloor Medical Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.27.2 Gloor Medical Gas Outlets Product Portfolio 13.27.3 Gloor Medical Gas Outlets Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.28 Amcaremed Technology 13.28.1 Amcaremed Technology Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.28.2 Amcaremed Technology Gas Outlets Product Portfolio 13.28.3 Amcaremed Technology Gas Outlets Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.29 Ningbo Leibo Medical Technology 13.29.1 Ningbo Leibo Medical Technology Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.29.2 Ningbo Leibo Medical Technology Gas Outlets Product Portfolio 13.29.3 Ningbo Leibo Medical Technology Gas Outlets Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 14 Industry Chain Analysis 14.1 Gas Outlets Industry Chain Analysis 14.2 Gas Outlets Industry Upstream Supply Analysis 14.2.1 Upstream Key Raw Material Supply Analysis 14.2.2 Raw Material Suppliers and Contact Information 14.3 Gas Outlets Typical Downstream Customers 14.4 Gas Outlets 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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