
Global Smart Glass for Construction and Transportation Competitive Landscape Professional Research Report 2024
Description
Global Smart Glass for Construction and Transportation Competitive Landscape Professional Research Report 2024
Research Summary
Smart glass for construction and transportation refers to a specialized type of glazing material that incorporates advanced technologies to enhance functionality and performance. In construction, smart glass is utilized in windows, skylights, and facades to regulate natural light, provide privacy, and improve energy efficiency by adjusting transparency levels in response to external conditions such as sunlight intensity or temperature. It can also serve as a dynamic architectural element, transforming spaces and optimizing comfort for occupants. In transportation, smart glass is used in vehicle windows, sunroofs, and mirrors to improve visibility, reduce glare, and enhance safety. By offering variable transparency options, smart glass enhances the driving experience while also contributing to fuel efficiency and sustainability. Overall, smart glass technology plays a crucial role in modernizing both construction and transportation sectors, offering innovative solutions for environmental control, comfort, and aesthetics.
According to DIResearch's in-depth investigation and research, the global Smart Glass for Construction and Transportation market size will reach XX US$ Million in 2024, and is expected to reach XX US$ 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 XX US$ Million, accounting for approximately XX% of the world. It is expected to reach XX US$ Million in 2030, and the global share will reach XX%.
The major global manufacturers of Smart Glass for Construction and Transportation include Saint Gobain, Gentex, Asahi Glass, Pittsburgh Glass Works, NSG Pilkington, VDI Glass, Fuyao Group, EB Glass, Vision Systems, View, Polytronix, Glass Apps, Ravenbrick, Scienstry, SPD Control System, Pleotint, Smartglass International, ChromoGenics 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 Smart Glass for Construction and Transportation. 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 Smart Glass for Construction and Transportation 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 Smart Glass for Construction and Transportation 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 Smart Glass for Construction and Transportation 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 Smart Glass for Construction and Transportation Include:
Saint Gobain
Gentex
Asahi Glass
Pittsburgh Glass Works
NSG Pilkington
VDI Glass
Fuyao Group
EB Glass
Vision Systems
View
Polytronix
Glass Apps
Ravenbrick
Scienstry
SPD Control System
Pleotint
Smartglass International
ChromoGenics
Smart Glass for Construction and Transportation Product Segment Include:
Electrochromic Glass
SPD Glass
PDLC Glass
Other
Smart Glass for Construction and Transportation Product Application Include:
Construction
Transportation
Chapter Scope
Chapter 1: Product Research Range, Product Types and Applications, Market Overview, Market Situation and Trends
Chapter 2: Global Smart Glass for Construction and Transportation Capacity and Production Analysis
Chapter 3: Global Smart Glass for Construction and Transportation Industry PESTEL Analysis
Chapter 4: Global Smart Glass for Construction and Transportation Industry Porter’s Five Forces Analysis
Chapter 5: Global Smart Glass for Construction and Transportation Major Regional Market Size (Revenue, Sales, Price) and Forecast Analysis
Chapter 6: Global Smart Glass for Construction and Transportation Market Size and Forecast by Type and Application Analysis
Chapter 7: North America Smart Glass for Construction and Transportation Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 8: Europe Smart Glass for Construction and Transportation Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 9: China Smart Glass for Construction and Transportation Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 10: APAC (Excl. China) Smart Glass for Construction and Transportation Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 11: Latin America Smart Glass for Construction and Transportation Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 12: Middle East and Africa Smart Glass for Construction and Transportation Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 13: Global Smart Glass for Construction and Transportation 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
165 Pages
- 1 Smart Glass for Construction and Transportation Market Overview
- 1.1 Product Definition and Statistical Scope
- 1.2 Smart Glass for Construction and Transportation Product by Type
- 1.2.1 Global Smart Glass for Construction and Transportation Market Size by Type, 2023 VS 2024 VS 2030
- 1.2.2 Electrochromic Glass
- 1.2.3 SPD Glass
- 1.2.4 PDLC Glass
- 1.2.5 Other
- 1.3 Smart Glass for Construction and Transportation Product by Application
- 1.3.1 Global Smart Glass for Construction and Transportation Market Size by Application, 2023 VS 2024 VS 2030
- 1.3.2 Construction
- 1.3.3 Transportation
- 1.4 Global Smart Glass for Construction and Transportation Market Revenue and Sales Analysis
- 1.4.1 Global Smart Glass for Construction and Transportation Market Size Analysis (2019-2030)
- 1.4.2 Global Smart Glass for Construction and Transportation Market Sales Analysis (2019-2030)
- 1.4.3 Global Smart Glass for Construction and Transportation Market Sales Price Trend Analysis (2019-2030)
- 1.5 Smart Glass for Construction and Transportation Market Development Status and Trends
- 1.5.1 Smart Glass for Construction and Transportation Industry Development Status Analysis
- 1.5.2 Smart Glass for Construction and Transportation Industry Development Trends Analysis
- 2 Global Smart Glass for Construction and Transportation Capacity and Production Analysis
- 2.1 Global Smart Glass for Construction and Transportation Production Capacity (2019-2030)
- 2.2 Global Smart Glass for Construction and Transportation Production by Region: 2023 VS 2024 VS 2030
- 2.3 Global Smart Glass for Construction and Transportation Production by Region
- 2.3.1 Global Smart Glass for Construction and Transportation Historic Production by Region (2019-2024)
- 2.3.2 Global Smart Glass for Construction and Transportation Forecasted Production by Region (2025-2030)
- 2.3.3 Global Smart Glass for Construction and Transportation Production Market Share by Region (2019-2030)
- 3 Smart Glass for Construction and Transportation 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 Smart Glass for Construction and Transportation 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 Smart Glass for Construction and Transportation Market Analysis by Regions
- 5.1 Smart Glass for Construction and Transportation Overall Market: 2023 VS 2024 VS 2030
- 5.2 Global Smart Glass for Construction and Transportation Revenue and Forecast Analysis (2019-2030)
- 5.2.1 Global Smart Glass for Construction and Transportation Revenue and Market Share by Region (2019-2024)
- 5.2.2 Global Smart Glass for Construction and Transportation Revenue Forecast by Region (2025-2030)
- 5.3 Global Smart Glass for Construction and Transportation Sales and Forecast Analysis (2019-2030)
- 5.3.1 Global Smart Glass for Construction and Transportation Sales and Market Share by Region (2019-2024)
- 5.3.2 Global Smart Glass for Construction and Transportation Sales Forecast by Region (2025-2030)
- 5.4 Global Smart Glass for Construction and Transportation Sales Price Trend Analysis (2019-2030)
- 6 Global Smart Glass for Construction and Transportation Market Size by Type and Application
- 6.1 Global Smart Glass for Construction and Transportation Market Size by Type
- 6.1.1 Global Smart Glass for Construction and Transportation Revenue and Forecast Analysis by Type (2019-2030)
- 6.1.2 Global Smart Glass for Construction and Transportation Sales and Forecast Analysis by Type (2019-2030)
- 6.2 Global Smart Glass for Construction and Transportation Market Size by Application
- 6.2.1 Global Smart Glass for Construction and Transportation Revenue and Forecast Analysis by Application (2019-2030)
- 6.2.2 Global Smart Glass for Construction and Transportation Sales and Forecast Analysis by Application (2019-2030)
- 7 North America
- 7.1 North America Smart Glass for Construction and Transportation Market Size and Growth Rate Analysis (2019-2030)
- 7.2 North America Key Manufacturers Analysis
- 7.3 North America Smart Glass for Construction and Transportation Market Size by Type
- 7.3.1 North America Smart Glass for Construction and Transportation Sales by Type (2019-2030)
- 7.3.2 North America Smart Glass for Construction and Transportation Revenue by Type (2019-2030)
- 7.4 North America Smart Glass for Construction and Transportation Market Size by Application
- 7.4.1 North America Smart Glass for Construction and Transportation Sales by Application (2019-2030)
- 7.4.2 North America Smart Glass for Construction and Transportation Revenue by Application (2019-2030)
- 7.5 North America Smart Glass for Construction and Transportation Market Size by Country
- 7.5.1 US
- 7.5.2 Canada
- 8 Europe
- 8.1 Europe Smart Glass for Construction and Transportation Market Size and Growth Rate Analysis (2019-2030)
- 8.2 Europe Key Manufacturers Analysis
- 8.3 Europe Smart Glass for Construction and Transportation Market Size by Type
- 8.3.1 Europe Smart Glass for Construction and Transportation Sales by Type (2019-2030)
- 8.3.2 Europe Smart Glass for Construction and Transportation Revenue by Type (2019-2030)
- 8.4 Europe Smart Glass for Construction and Transportation Market Size by Application
- 8.4.1 Europe Smart Glass for Construction and Transportation Sales by Application (2019-2030)
- 8.4.2 Europe Smart Glass for Construction and Transportation Revenue by Application (2019-2030)
- 8.5 Europe Smart Glass for Construction and Transportation 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 Smart Glass for Construction and Transportation Market Size and Growth Rate Analysis (2019-2030)
- 9.2 China Key Manufacturers Analysis
- 9.3 China Smart Glass for Construction and Transportation Market Size by Type
- 9.3.1 China Smart Glass for Construction and Transportation Sales by Type (2019-2030)
- 9.3.2 China Smart Glass for Construction and Transportation Revenue by Type (2019-2030)
- 9.4 China Smart Glass for Construction and Transportation Market Size by Application
- 9.4.1 China Smart Glass for Construction and Transportation Sales by Application (2019-2030)
- 9.4.2 China Smart Glass for Construction and Transportation Revenue by Application (2019-2030)
- 10 APAC (excl. China)
- 10.1 APAC (excl. China) Smart Glass for Construction and Transportation Market Size and Growth Rate Analysis (2019-2030)
- 10.2 APAC (excl. China) Key Manufacturers Analysis
- 10.3 APAC (excl. China) Smart Glass for Construction and Transportation Market Size by Type
- 10.3.1 APAC (excl. China) Smart Glass for Construction and Transportation Sales by Type (2019-2030)
- 10.3.2 APAC (excl. China) Smart Glass for Construction and Transportation Revenue by Type (2019-2030)
- 10.4 APAC (excl. China) Smart Glass for Construction and Transportation Market Size by Application
- 10.4.1 APAC (excl. China) Smart Glass for Construction and Transportation Sales by Application (2019-2030)
- 10.4.2 APAC (excl. China) Smart Glass for Construction and Transportation Revenue by Application (2019-2030)
- 10.5 APAC (excl. China) Smart Glass for Construction and Transportation 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 Smart Glass for Construction and Transportation Market Size and Growth Rate Analysis (2019-2030)
- 11.2 Latin America Key Manufacturers Analysis
- 11.3 Latin America Smart Glass for Construction and Transportation Market Size by Type
- 11.3.1 Latin America Smart Glass for Construction and Transportation Sales by Type (2019-2030)
- 11.3.2 Latin America Smart Glass for Construction and Transportation Revenue by Type (2019-2030)
- 11.4 Latin America Smart Glass for Construction and Transportation Market Size by Application
- 11.4.1 Latin America Smart Glass for Construction and Transportation Sales by Application (2019-2030)
- 11.4.2 Latin America Smart Glass for Construction and Transportation Revenue by Application (2019-2030)
- 11.5 Latin America Smart Glass for Construction and Transportation Market Size by Country
- 11.5.1 Mexico
- 11.5.2 Brazil
- 12 Middle East & Africa
- 12.1 Middle East & Africa Smart Glass for Construction and Transportation Market Size and Growth Rate Analysis (2019-2030)
- 12.2 Middle East & Africa Key Manufacturers Analysis
- 12.3 Middle East & Africa Smart Glass for Construction and Transportation Market Size by Type
- 12.3.1 Middle East & Africa Smart Glass for Construction and Transportation Sales by Type (2019-2030)
- 12.3.2 Middle East & Africa Smart Glass for Construction and Transportation Revenue by Type (2019-2030)
- 12.4 Middle East & Africa Smart Glass for Construction and Transportation Market Size by Application
- 12.4.1 Middle East & Africa Smart Glass for Construction and Transportation Sales by Application (2019-2030)
- 12.4.2 Middle East & Africa Smart Glass for Construction and Transportation Revenue by Application (2019-2030)
- 12.5 Middle East & Africa Smart Glass for Construction and Transportation Market Size by Country
- 12.5.1 Saudi Arabia
- 12.5.2 South Africa
- 13 Competition by Manufacturers
- 13.1 Global Smart Glass for Construction and Transportation Market Sales, Revenue and Price by Key Manufacturers (2020-2024)
- 13.1.1 Global Smart Glass for Construction and Transportation Market Sales by Key Manufacturers (2020-2024)
- 13.1.2 Global Smart Glass for Construction and Transportation Market Revenue by Key Manufacturers (2020-2024)
- 13.1.3 Global Smart Glass for Construction and Transportation Average Sales Price by Manufacturers (2020-2024)
- 13.2 Smart Glass for Construction and Transportation Competitive Landscape Analysis and Market Dynamic
- 13.2.1 Smart Glass for Construction and Transportation 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 Saint Gobain
- 14.1.1 Saint Gobain Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.1.2 Saint Gobain Smart Glass for Construction and Transportation Product Portfolio
- 14.1.3 Saint Gobain Smart Glass for Construction and Transportation Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 14.2 Gentex
- 14.2.1 Gentex Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.2.2 Gentex Smart Glass for Construction and Transportation Product Portfolio
- 14.2.3 Gentex Smart Glass for Construction and Transportation Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 14.3 Asahi Glass
- 14.3.1 Asahi Glass Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.3.2 Asahi Glass Smart Glass for Construction and Transportation Product Portfolio
- 14.3.3 Asahi Glass Smart Glass for Construction and Transportation Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 14.4 Pittsburgh Glass Works
- 14.4.1 Pittsburgh Glass Works Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.4.2 Pittsburgh Glass Works Smart Glass for Construction and Transportation Product Portfolio
- 14.4.3 Pittsburgh Glass Works Smart Glass for Construction and Transportation Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 14.5 NSG Pilkington
- 14.5.1 NSG Pilkington Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.5.2 NSG Pilkington Smart Glass for Construction and Transportation Product Portfolio
- 14.5.3 NSG Pilkington Smart Glass for Construction and Transportation Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 14.6 VDI Glass
- 14.6.1 VDI Glass Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.6.2 VDI Glass Smart Glass for Construction and Transportation Product Portfolio
- 14.6.3 VDI Glass Smart Glass for Construction and Transportation Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 14.7 Fuyao Group
- 14.7.1 Fuyao Group Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.7.2 Fuyao Group Smart Glass for Construction and Transportation Product Portfolio
- 14.7.3 Fuyao Group Smart Glass for Construction and Transportation Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 14.8 EB Glass
- 14.8.1 EB Glass Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.8.2 EB Glass Smart Glass for Construction and Transportation Product Portfolio
- 14.8.3 EB Glass Smart Glass for Construction and Transportation Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 14.9 Vision Systems
- 14.9.1 Vision Systems Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.9.2 Vision Systems Smart Glass for Construction and Transportation Product Portfolio
- 14.9.3 Vision Systems Smart Glass for Construction and Transportation Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 14.10 View
- 14.10.1 View Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.10.2 View Smart Glass for Construction and Transportation Product Portfolio
- 14.10.3 View Smart Glass for Construction and Transportation Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 14.11 Polytronix
- 14.11.1 Polytronix Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.11.2 Polytronix Smart Glass for Construction and Transportation Product Portfolio
- 14.11.3 Polytronix Smart Glass for Construction and Transportation Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 14.12 Glass Apps
- 14.12.1 Glass Apps Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.12.2 Glass Apps Smart Glass for Construction and Transportation Product Portfolio
- 14.12.3 Glass Apps Smart Glass for Construction and Transportation Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 14.13 Ravenbrick
- 14.13.1 Ravenbrick Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.13.2 Ravenbrick Smart Glass for Construction and Transportation Product Portfolio
- 14.13.3 Ravenbrick Smart Glass for Construction and Transportation Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 14.14 Scienstry
- 14.14.1 Scienstry Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.14.2 Scienstry Smart Glass for Construction and Transportation Product Portfolio
- 14.14.3 Scienstry Smart Glass for Construction and Transportation Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 14.15 SPD Control System
- 14.15.1 SPD Control System Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.15.2 SPD Control System Smart Glass for Construction and Transportation Product Portfolio
- 14.15.3 SPD Control System Smart Glass for Construction and Transportation Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 14.16 Pleotint
- 14.16.1 Pleotint Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.16.2 Pleotint Smart Glass for Construction and Transportation Product Portfolio
- 14.16.3 Pleotint Smart Glass for Construction and Transportation Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 14.17 Smartglass International
- 14.17.1 Smartglass International Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.17.2 Smartglass International Smart Glass for Construction and Transportation Product Portfolio
- 14.17.3 Smartglass International Smart Glass for Construction and Transportation Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 14.18 ChromoGenics
- 14.18.1 ChromoGenics Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.18.2 ChromoGenics Smart Glass for Construction and Transportation Product Portfolio
- 14.18.3 ChromoGenics Smart Glass for Construction and Transportation Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 15 Industry Chain Analysis
- 15.1 Smart Glass for Construction and Transportation Industry Chain Analysis
- 15.2 Smart Glass for Construction and Transportation Industry Upstream Supply Analysis
- 15.2.1 Upstream Key Raw Material Supply Analysis
- 15.2.2 Raw Material Suppliers and Contact Information
- 15.3 Smart Glass for Construction and Transportation Typical Downstream Customers
- 15.4 Smart Glass for Construction and Transportation 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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