Research Summary
Carpet fiber yarn is a type of textile fiber specifically engineered for the production of carpets and rugs. It is typically made from synthetic materials like nylon, polyester, or polypropylene, though natural fibers such as wool can also be used. The yarn is spun into long strands or fibers, which are then woven or tufted into carpet backing to create the finished surface. Carpet fiber yarn is designed to be durable, resistant to wear and stains, and capable of withstanding heavy foot traffic while maintaining its color and texture. The choice of fiber influences the carpet＇s softness, resilience, color retention, and ease of cleaning. Different fiber types and yarn constructions are selected based on the intended use of the carpet, whether for residential, commercial, or industrial applications, ensuring a balance between performance, comfort, and longevity.
According to DIResearch's in-depth investigation and research, the global Carpet Fiber Yarn market size was valued at XX Million USD in 2024 and is projected to reach XX Million USD by 2032, with a CAGR of XX% (2025-2032). Notably, the China market has changed rapidly in the past few years. By 2024, China's market size is expected to be XX Million USD, representing approximately XX% of the global market share. By 2032, it is anticipated to grow further to XX Million USD, contributing XX% to the worldwide market share.
The major global manufacturers of Carpet Fiber Yarn include Aquafil Group, BIG Yarns, Gülsan Holding, Toray Industries, Ascend Performance Materials, Beekaylon Synthetics, Universal Fibers, AYM Syntex Limited, Radici Group, Flament Textile, Western Textiles Company, KORTEKS, Hyosung Advanced, Jiangsu Kaili Carpet Co., Ltd, Zhejiang Baisheng Industrial, FUJII NENSHI & CO LTD, Meridian Specialty Yarn Group, Suminoe Textile, UNIPLAS Corporation etc. The global players competition landscape in this report is divided into three tiers. The first tier comprises global leading enterprises that command a substantial market share, hold a dominant industry position, possess strong competitiveness and influence, and generate significant revenue. The second tier includes companies with a notable market presence and reputation; these firms actively follow industry leaders in product, service, or technological innovation and maintain a moderate revenue scale. The third tier consists of smaller companies with limited market share and lower brand recognition, primarily focused on local markets and generating comparatively lower revenue.
This report studies the market size, price trends and future development prospects of Carpet Fiber Yarn. Focus on analysing the market share, product portfolio, prices, sales, 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 Carpet Fiber Yarn market. The report data covers historical data from 2020 to 2024, based year in 2025 and forecast data from 2026 to 2032.
The regions and countries in the report include North America, Europe, China, APAC (excl. China), Latin America and Middle East and Africa, covering the Carpet Fiber Yarn 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 Carpet Fiber Yarn 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 Carpet Fiber Yarn Include:
Aquafil Group
BIG Yarns
Gülsan Holding
Toray Industries
Ascend Performance Materials
Beekaylon Synthetics
Universal Fibers
AYM Syntex Limited
Radici Group
Flament Textile
Western Textiles Company
KORTEKS
Hyosung Advanced
Jiangsu Kaili Carpet Co., Ltd
Zhejiang Baisheng Industrial
FUJII NENSHI & CO LTD
Meridian Specialty Yarn Group
Suminoe Textile
UNIPLAS Corporation
Carpet Fiber Yarn Product Segment Include:
Nylon Yarn
PET Yarn
PP Yarn
Others
Carpet Fiber Yarn Product Application Include:
Commercial Carpet
Automotive Carpet
Residential Carpet
Chapter Scope
Chapter 1: Product Research Range, Product Types and Applications, Market Overview, Market Situation and Trends
Chapter 2: Global Carpet Fiber Yarn Capacity and Production Analysis
Chapter 3: Global Carpet Fiber Yarn Industry PESTEL Analysis
Chapter 4: Global Carpet Fiber Yarn Industry Porter's Five Forces Analysis
Chapter 5: Global Carpet Fiber Yarn Major Regional Market Size (Revenue, Sales, Price) and Forecast Analysis
Chapter 6: Global Carpet Fiber Yarn Market Size and Forecast by Type and Application Analysis
Chapter 7: North America Carpet Fiber Yarn Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 8: Europe Carpet Fiber Yarn Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 9: China Carpet Fiber Yarn Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 10: APAC (Excl. China) Carpet Fiber Yarn Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 11: Latin America Carpet Fiber Yarn Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 12: Middle East and Africa Carpet Fiber Yarn Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 13: Global Carpet Fiber Yarn 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
- 1 Carpet Fiber Yarn Market Overview
- 1.1 Product Definition and Statistical Scope
- 1.2 Carpet Fiber Yarn Product by Type
- 1.2.1 Nylon Yarn
- 1.2.2 PET Yarn
- 1.2.3 PP Yarn
- 1.2.4 Others
- 1.3 Carpet Fiber Yarn Product by Application
- 1.3.1 Commercial Carpet
- 1.3.2 Automotive Carpet
- 1.3.3 Residential Carpet
- 1.4 Global Carpet Fiber Yarn Market Revenue and Sales Analysis
- 1.4.1 Global Carpet Fiber Yarn Revenue Market Size Analysis (2020-2032)
- 1.4.2 Global Carpet Fiber Yarn Sales Market Size Analysis (2020-2032)
- 1.4.3 Global Carpet Fiber Yarn Market Sales Price Trend Analysis (2020-2032)
- 1.5 Carpet Fiber Yarn Industry Trends and Innovation
- 1.5.1 Carpet Fiber Yarn Industry Trends and Innovation
- 1.5.2 Carpet Fiber Yarn Market Drivers and Challenges
- 2 Global Carpet Fiber Yarn Capacity and Production Analysis
- 2.1 Global Carpet Fiber Yarn Capacity, Production and Utilization (2020-2032)
- 2.2 Global Carpet Fiber Yarn Production Growth Trend by Region: 2024 VS 2025 VS 2030
- 2.3 Global Carpet Fiber Yarn Production by Region
- 2.3.1 Global Carpet Fiber Yarn Production by Region (2020-2025)
- 2.3.2 Global Carpet Fiber Yarn Production Forecast by Region (2026-2032)
- 2.3.3 Global Carpet Fiber Yarn Production Market Share by Region (2020-2032)
- 3 Carpet Fiber Yarn 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 Carpet Fiber Yarn 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 Carpet Fiber Yarn Market Analysis by Regions
- 5.1 Carpet Fiber Yarn Overall Market: 2024 VS 2025 VS 2032
- 5.2 Global Carpet Fiber Yarn Revenue and Forecast Analysis (2020-2032)
- 5.2.1 Global Carpet Fiber Yarn Revenue and Market Share by Region (2020-2025)
- 5.2.2 Global Carpet Fiber Yarn Revenue and Market Forecast by Region (2026-2032)
- 5.3 Global Carpet Fiber Yarn Sales and Forecast Analysis (2020-2032)
- 5.3.1 Global Carpet Fiber Yarn Sales and Market Share by Region (2020-2025)
- 5.3.2 Global Carpet Fiber Yarn Sales and Market Forecast by Region (2026-2032)
- 5.4 Global Carpet Fiber Yarn Sales Price Trend Analysis (2020-2032)
- 6 Global Carpet Fiber Yarn Market Size by Type and Application
- 6.1 Global Carpet Fiber Yarn Market Size by Type
- 6.1.1 Global Carpet Fiber Yarn Revenue and Forecast Analysis by Type (2020-2032)
- 6.1.2 Global Carpet Fiber Yarn Sales and Forecast Analysis by Type (2020-2032)
- 6.2 Global Carpet Fiber Yarn Market Size by Application
- 6.2.1 Global Carpet Fiber Yarn Revenue and Forecast Analysis by Application (2020-2032)
- 6.2.2 Global Carpet Fiber Yarn Sales and Forecast Analysis by Application (2020-2032)
- 7 North America
- 7.1 North America Carpet Fiber Yarn Market Size and Growth Rate Analysis (2020-2032)
- 7.2 North America Key Manufacturers Analysis
- 7.3 North America Carpet Fiber Yarn Market Size by Type
- 7.3.1 North America Carpet Fiber Yarn Sales by Type (2020-2032)
- 7.3.2 North America Carpet Fiber Yarn Revenue by Type (2020-2032)
- 7.4 North America Carpet Fiber Yarn Market Size by Application
- 7.4.1 North America Carpet Fiber Yarn Sales by Application (2020-2032)
- 7.4.2 North America Carpet Fiber Yarn Revenue by Application (2020-2032)
- 7.5 North America Carpet Fiber Yarn Market Size by Country
- 7.5.1 US
- 7.5.2 Canada
- 8 Europe
- 8.1 Europe Carpet Fiber Yarn Market Size and Growth Rate Analysis (2020-2032)
- 8.2 Europe Key Manufacturers Analysis
- 8.3 Europe Carpet Fiber Yarn Market Size by Type
- 8.3.1 Europe Carpet Fiber Yarn Sales by Type (2020-2032)
- 8.3.2 Europe Carpet Fiber Yarn Revenue by Type (2020-2032)
- 8.4 Europe Carpet Fiber Yarn Market Size by Application
- 8.4.1 Europe Carpet Fiber Yarn Sales by Application (2020-2032)
- 8.4.2 Europe Carpet Fiber Yarn Revenue by Application (2020-2032)
- 8.5 Europe Carpet Fiber Yarn 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 Carpet Fiber Yarn Market Size and Growth Rate Analysis (2020-2032)
- 9.2 China Key Manufacturers Analysis
- 9.3 China Carpet Fiber Yarn Market Size by Type
- 9.3.1 China Carpet Fiber Yarn Sales by Type (2020-2032)
- 9.3.2 China Carpet Fiber Yarn Revenue by Type (2020-2032)
- 9.4 China Carpet Fiber Yarn Market Size by Application
- 9.4.1 China Carpet Fiber Yarn Sales by Application (2020-2032)
- 9.4.2 China Carpet Fiber Yarn Revenue by Application (2020-2032)
- 10 APAC (excl. China)
- 10.1 APAC (excl. China) Carpet Fiber Yarn Market Size and Growth Rate Analysis (2020-2032)
- 10.2 APAC (excl. China) Key Manufacturers Analysis
- 10.3 APAC (excl. China) Carpet Fiber Yarn Market Size by Type
- 10.3.1 APAC (excl. China) Carpet Fiber Yarn Sales by Type (2020-2032)
- 10.3.2 APAC (excl. China) Carpet Fiber Yarn Revenue by Type (2020-2032)
- 10.4 APAC (excl. China) Carpet Fiber Yarn Market Size by Application
- 10.4.1 APAC (excl. China) Carpet Fiber Yarn Sales by Application (2020-2032)
- 10.4.2 APAC (excl. China) Carpet Fiber Yarn Revenue by Application (2020-2032)
- 10.5 APAC (excl. China) Carpet Fiber Yarn Market Size by Country
- 10.5.1 Japan
- 10.5.2 South Korea
- 10.5.3 India
- 10.5.4 Australia
- 10.5.5 Southeast Asia
- 11 Latin America
- 11.1 Latin America Carpet Fiber Yarn Market Size and Growth Rate Analysis (2020-2032)
- 11.2 Latin America Key Manufacturers Analysis
- 1`.3 Latin America Carpet Fiber Yarn Market Size by Type
- 11.3.1 Latin America Carpet Fiber Yarn Sales by Type (2020-2032)
- 11.3.2 Latin America Carpet Fiber Yarn Revenue by Type (2020-2032)
- 11.4 Latin America Carpet Fiber Yarn Market Size by Application
- 11.4.1 Latin America Carpet Fiber Yarn Sales by Application (2020-2032)
- 11.4.2 Latin America Carpet Fiber Yarn Revenue by Application (2020-2032)
- 11.5 Latin America Carpet Fiber Yarn Market Size by Country
- 11.6 Latin America Carpet Fiber Yarn Market Size by Country
- 11.6.1 Mexico
- 11.6.2 Brazil
- 12 Middle East & Africa
- 12.1 Middle East & Africa Carpet Fiber Yarn Market Size and Growth Rate Analysis (2020-2032)
- 12.2 Middle East & Africa Key Manufacturers Analysis
- 12.3 Middle East & Africa Carpet Fiber Yarn Market Size by Type
- 12.3.1 Middle East & Africa Carpet Fiber Yarn Sales by Type (2020-2032)
- 12.3.2 Middle East & Africa Carpet Fiber Yarn Revenue by Type (2020-2032)
- 12.4 Middle East & Africa Carpet Fiber Yarn Market Size by Application
- 12.4.1 Middle East & Africa Carpet Fiber Yarn Sales by Application (2020-2032)
- 12.4.2 Middle East & Africa Carpet Fiber Yarn Revenue by Application (2020-2032)
- 12.5 Middle East Carpet Fiber Yarn Market Size by Country
- 12.5.1 Saudi Arabia
- 12.5.2 South Africa
- 13 Competition by Manufacturers
- 13.1 Global Carpet Fiber Yarn Market Sales, Revenue and Price by Key Manufacturers (2021-2025)
- 13.1.1 Global Carpet Fiber Yarn Market Sales by Key Manufacturers (2021-2025)
- 13.1.2 Global Carpet Fiber Yarn Market Revenue by Key Manufacturers (2021-2025)
- 13.1.3 Global Carpet Fiber Yarn Average Sales Price by Manufacturers (2021-2025)
- 13.2 Carpet Fiber Yarn Competitive Landscape Analysis and Market Dynamic
- 13.2.1 Carpet Fiber Yarn 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 Aquafil Group
- 14.1.1 Aquafil Group Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.1.2 Aquafil Group Carpet Fiber Yarn Product Portfolio
- 14.1.3 Aquafil Group Carpet Fiber Yarn Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 14.2 BIG Yarns
- 14.2.1 BIG Yarns Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.2.2 BIG Yarns Carpet Fiber Yarn Product Portfolio
- 14.2.3 BIG Yarns Carpet Fiber Yarn Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 14.3 Gülsan Holding
- 14.3.1 Gülsan Holding Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.3.2 Gülsan Holding Carpet Fiber Yarn Product Portfolio
- 14.3.3 Gülsan Holding Carpet Fiber Yarn Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 14.4 Toray Industries
- 14.4.1 Toray Industries Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.4.2 Toray Industries Carpet Fiber Yarn Product Portfolio
- 14.4.3 Toray Industries Carpet Fiber Yarn Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 14.5 Ascend Performance Materials
- 14.5.1 Ascend Performance Materials Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.5.2 Ascend Performance Materials Carpet Fiber Yarn Product Portfolio
- 14.5.3 Ascend Performance Materials Carpet Fiber Yarn Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 14.6 Beekaylon Synthetics
- 14.6.1 Beekaylon Synthetics Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.6.2 Beekaylon Synthetics Carpet Fiber Yarn Product Portfolio
- 14.6.3 Beekaylon Synthetics Carpet Fiber Yarn Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 14.7 Universal Fibers
- 14.7.1 Universal Fibers Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.7.2 Universal Fibers Carpet Fiber Yarn Product Portfolio
- 14.7.3 Universal Fibers Carpet Fiber Yarn Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 14.8 AYM Syntex Limited
- 14.8.1 AYM Syntex Limited Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.8.2 AYM Syntex Limited Carpet Fiber Yarn Product Portfolio
- 14.8.3 AYM Syntex Limited Carpet Fiber Yarn Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 14.9 Radici Group
- 14.9.1 Radici Group Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.9.2 Radici Group Carpet Fiber Yarn Product Portfolio
- 14.9.3 Radici Group Carpet Fiber Yarn Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 14.10 Flament Textile
- 14.10.1 Flament Textile Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.10.2 Flament Textile Carpet Fiber Yarn Product Portfolio
- 14.10.3 Flament Textile Carpet Fiber Yarn Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 14.11 Western Textiles Company
- 14.11.1 Western Textiles Company Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.11.2 Western Textiles Company Carpet Fiber Yarn Product Portfolio
- 14.11.3 Western Textiles Company Carpet Fiber Yarn Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 14.12 KORTEKS
- 14.12.1 KORTEKS Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.12.2 KORTEKS Carpet Fiber Yarn Product Portfolio
- 14.12.3 KORTEKS Carpet Fiber Yarn Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 14.13 Hyosung Advanced
- 14.13.1 Hyosung Advanced Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.13.2 Hyosung Advanced Carpet Fiber Yarn Product Portfolio
- 14.13.3 Hyosung Advanced Carpet Fiber Yarn Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 14.14 Jiangsu Kaili Carpet Co., Ltd
- 14.14.1 Jiangsu Kaili Carpet Co., Ltd Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.14.2 Jiangsu Kaili Carpet Co., Ltd Carpet Fiber Yarn Product Portfolio
- 14.14.3 Jiangsu Kaili Carpet Co., Ltd Carpet Fiber Yarn Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 14.15 Zhejiang Baisheng Industrial
- 14.15.1 Zhejiang Baisheng Industrial Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.15.2 Zhejiang Baisheng Industrial Carpet Fiber Yarn Product Portfolio
- 14.15.3 Zhejiang Baisheng Industrial Carpet Fiber Yarn Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 14.16 FUJII NENSHI & CO LTD
- 14.16.1 FUJII NENSHI & CO LTD Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.16.2 FUJII NENSHI & CO LTD Carpet Fiber Yarn Product Portfolio
- 14.16.3 FUJII NENSHI & CO LTD Carpet Fiber Yarn Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 14.17 Meridian Specialty Yarn Group
- 14.17.1 Meridian Specialty Yarn Group Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.17.2 Meridian Specialty Yarn Group Carpet Fiber Yarn Product Portfolio
- 14.17.3 Meridian Specialty Yarn Group Carpet Fiber Yarn Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 14.18 Suminoe Textile
- 14.18.1 Suminoe Textile Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.18.2 Suminoe Textile Carpet Fiber Yarn Product Portfolio
- 14.18.3 Suminoe Textile Carpet Fiber Yarn Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 14.19 UNIPLAS Corporation
- 14.19.1 UNIPLAS Corporation Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.19.2 UNIPLAS Corporation Carpet Fiber Yarn Product Portfolio
- 14.19.3 UNIPLAS Corporation Carpet Fiber Yarn Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 15 Industry Chain Analysis
- 15.1 Carpet Fiber Yarn Industry Chain Analysis
- 15.2 Carpet Fiber Yarn Industry Raw Material and Suppliers Analysis
- 15.2.1 Carpet Fiber Yarn Key Raw Material Supply Analysis
- 15.2.2 Raw Material Suppliers and Contact Information
- 15.3 Carpet Fiber Yarn Typical Downstream Customers
- 15.4 Carpet Fiber Yarn 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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