Global Granite Competitive Landscape Professional Research Report 2024
Research Summary
Granite is an igneous rock characterized by its coarse-grained texture and predominantly composed of minerals such as quartz, feldspar, and mica. It forms through the slow crystallization of magma beneath the Earth＇s surface, resulting in a durable and visually striking rock. Quartz, typically clear or milky white, lends hardness to granite, while feldspar imparts varying colors, often shades of pink, gray, or beige. Mica contributes a reflective quality to the stone. Granite is widely used in construction and as a dimension stone due to its strength, resistance to abrasion, and aesthetically pleasing appearance. It is commonly employed in countertops, flooring, monuments, and various architectural applications, making it a popular choice for both functional and decorative purposes in the built environment.
According to DIResearch's in-depth investigation and research, the global Granite 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 Granite include Levantina, Gem Granites, Cosentino, SMG, Antolini, Rock of Ages, Williams Stone, Amso International, Coldspring, Pokarna, R.E.D. Graniti, Swenson Granite, Rashi Granite, KSG, Tanhat Mining, UMGG, Kangli Stone, Fujian Hongfa, Best Cheer, Shanshui Stone, Huachuan, Xishi Group, Wanlistone, Yinlian Stone, Dongsheng Stone, Huahui Stone, Xinfeng Group, Quanxinglong, Guanghui Stone, Fengshan Stone 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 Granite. 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 Granite 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 Granite 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 Granite 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 Granite Include:
Levantina
Gem Granites
Cosentino
SMG
Antolini
Rock of Ages
Williams Stone
Amso International
Coldspring
Pokarna
R.E.D. Graniti
Swenson Granite
Rashi Granite
KSG
Tanhat Mining
UMGG
Kangli Stone
Fujian Hongfa
Best Cheer
Shanshui Stone
Huachuan
Xishi Group
Wanlistone
Yinlian Stone
Dongsheng Stone
Huahui Stone
Xinfeng Group
Quanxinglong
Guanghui Stone
Fengshan Stone
Granite Product Segment Include:
Granite Slab
Granite Tile
Others
Granite Product Application Include:
Construction and Decoration
Monument and Statuary
Furniture
Others
Chapter Scope
Chapter 1: Product Research Range, Product Types and Applications, Market Overview, Market Situation and Trends
Chapter 2: Global Granite Capacity and Production Analysis
Chapter 3: Global Granite Industry PESTEL Analysis
Chapter 4: Global Granite Industry Porter’s Five Forces Analysis
Chapter 5: Global Granite Major Regional Market Size (Revenue, Sales, Price) and Forecast Analysis
Chapter 6: Global Granite Market Size and Forecast by Type and Application Analysis
Chapter 7: North America Granite Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 8: Europe Granite Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 9: China Granite Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 10: APAC (Excl. China) Granite Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 11: Latin America Granite Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 12: Middle East and Africa Granite Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 13: Global Granite 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 Granite Market Overview
- 1.1 Product Definition and Statistical Scope
- 1.2 Granite Product by Type
- 1.2.1 Global Granite Market Size by Type, 2023 VS 2024 VS 2030
- 1.2.2 Granite Slab
- 1.2.3 Granite Tile
- 1.2.4 Others
- 1.3 Granite Product by Application
- 1.3.1 Global Granite Market Size by Application, 2023 VS 2024 VS 2030
- 1.3.2 Construction and Decoration
- 1.3.3 Monument and Statuary
- 1.3.4 Furniture
- 1.3.5 Others
- 1.4 Global Granite Market Revenue and Sales Analysis
- 1.4.1 Global Granite Market Size Analysis (2019-2030)
- 1.4.2 Global Granite Market Sales Analysis (2019-2030)
- 1.4.3 Global Granite Market Sales Price Trend Analysis (2019-2030)
- 1.5 Granite Market Development Status and Trends
- 1.5.1 Granite Industry Development Status Analysis
- 1.5.2 Granite Industry Development Trends Analysis
- 2 Global Granite Capacity and Production Analysis
- 2.1 Global Granite Production Capacity (2019-2030)
- 2.2 Global Granite Production by Region: 2023 VS 2024 VS 2030
- 2.3 Global Granite Production by Region
- 2.3.1 Global Granite Historic Production by Region (2019-2024)
- 2.3.2 Global Granite Forecasted Production by Region (2025-2030)
- 2.3.3 Global Granite Production Market Share by Region (2019-2030)
- 3 Granite 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 Granite 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 Granite Market Analysis by Regions
- 5.1 Granite Overall Market: 2023 VS 2024 VS 2030
- 5.2 Global Granite Revenue and Forecast Analysis (2019-2030)
- 5.2.1 Global Granite Revenue and Market Share by Region (2019-2024)
- 5.2.2 Global Granite Revenue Forecast by Region (2025-2030)
- 5.3 Global Granite Sales and Forecast Analysis (2019-2030)
- 5.3.1 Global Granite Sales and Market Share by Region (2019-2024)
- 5.3.2 Global Granite Sales Forecast by Region (2025-2030)
- 5.4 Global Granite Sales Price Trend Analysis (2019-2030)
- 6 Global Granite Market Size by Type and Application
- 6.1 Global Granite Market Size by Type
- 6.1.1 Global Granite Revenue and Forecast Analysis by Type (2019-2030)
- 6.1.2 Global Granite Sales and Forecast Analysis by Type (2019-2030)
- 6.2 Global Granite Market Size by Application
- 6.2.1 Global Granite Revenue and Forecast Analysis by Application (2019-2030)
- 6.2.2 Global Granite Sales and Forecast Analysis by Application (2019-2030)
- 7 North America
- 7.1 North America Granite Market Size and Growth Rate Analysis (2019-2030)
- 7.2 North America Key Manufacturers Analysis
- 7.3 North America Granite Market Size by Type
- 7.3.1 North America Granite Sales by Type (2019-2030)
- 7.3.2 North America Granite Revenue by Type (2019-2030)
- 7.4 North America Granite Market Size by Application
- 7.4.1 North America Granite Sales by Application (2019-2030)
- 7.4.2 North America Granite Revenue by Application (2019-2030)
- 7.5 North America Granite Market Size by Country
- 7.5.1 US
- 7.5.2 Canada
- 8 Europe
- 8.1 Europe Granite Market Size and Growth Rate Analysis (2019-2030)
- 8.2 Europe Key Manufacturers Analysis
- 8.3 Europe Granite Market Size by Type
- 8.3.1 Europe Granite Sales by Type (2019-2030)
- 8.3.2 Europe Granite Revenue by Type (2019-2030)
- 8.4 Europe Granite Market Size by Application
- 8.4.1 Europe Granite Sales by Application (2019-2030)
- 8.4.2 Europe Granite Revenue by Application (2019-2030)
- 8.5 Europe Granite 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 Granite Market Size and Growth Rate Analysis (2019-2030)
- 9.2 China Key Manufacturers Analysis
- 9.3 China Granite Market Size by Type
- 9.3.1 China Granite Sales by Type (2019-2030)
- 9.3.2 China Granite Revenue by Type (2019-2030)
- 9.4 China Granite Market Size by Application
- 9.4.1 China Granite Sales by Application (2019-2030)
- 9.4.2 China Granite Revenue by Application (2019-2030)
- 10 APAC (excl. China)
- 10.1 APAC (excl. China) Granite Market Size and Growth Rate Analysis (2019-2030)
- 10.2 APAC (excl. China) Key Manufacturers Analysis
- 10.3 APAC (excl. China) Granite Market Size by Type
- 10.3.1 APAC (excl. China) Granite Sales by Type (2019-2030)
- 10.3.2 APAC (excl. China) Granite Revenue by Type (2019-2030)
- 10.4 APAC (excl. China) Granite Market Size by Application
- 10.4.1 APAC (excl. China) Granite Sales by Application (2019-2030)
- 10.4.2 APAC (excl. China) Granite Revenue by Application (2019-2030)
- 10.5 APAC (excl. China) Granite 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 Granite Market Size and Growth Rate Analysis (2019-2030)
- 11.2 Latin America Key Manufacturers Analysis
- 11.3 Latin America Granite Market Size by Type
- 11.3.1 Latin America Granite Sales by Type (2019-2030)
- 11.3.2 Latin America Granite Revenue by Type (2019-2030)
- 11.4 Latin America Granite Market Size by Application
- 11.4.1 Latin America Granite Sales by Application (2019-2030)
- 11.4.2 Latin America Granite Revenue by Application (2019-2030)
- 11.5 Latin America Granite Market Size by Country
- 11.5.1 Mexico
- 11.5.2 Brazil
- 12 Middle East & Africa
- 12.1 Middle East & Africa Granite Market Size and Growth Rate Analysis (2019-2030)
- 12.2 Middle East & Africa Key Manufacturers Analysis
- 12.3 Middle East & Africa Granite Market Size by Type
- 12.3.1 Middle East & Africa Granite Sales by Type (2019-2030)
- 12.3.2 Middle East & Africa Granite Revenue by Type (2019-2030)
- 12.4 Middle East & Africa Granite Market Size by Application
- 12.4.1 Middle East & Africa Granite Sales by Application (2019-2030)
- 12.4.2 Middle East & Africa Granite Revenue by Application (2019-2030)
- 12.5 Middle East & Africa Granite Market Size by Country
- 12.5.1 Saudi Arabia
- 12.5.2 South Africa
- 13 Competition by Manufacturers
- 13.1 Global Granite Market Sales, Revenue and Price by Key Manufacturers (2020-2024)
- 13.1.1 Global Granite Market Sales by Key Manufacturers (2020-2024)
- 13.1.2 Global Granite Market Revenue by Key Manufacturers (2020-2024)
- 13.1.3 Global Granite Average Sales Price by Manufacturers (2020-2024)
- 13.2 Granite Competitive Landscape Analysis and Market Dynamic
- 13.2.1 Granite 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 Levantina
- 14.1.1 Levantina Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.1.2 Levantina Granite Product Portfolio
- 14.1.3 Levantina Granite Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 14.2 Gem Granites
- 14.2.1 Gem Granites Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.2.2 Gem Granites Granite Product Portfolio
- 14.2.3 Gem Granites Granite Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 14.3 Cosentino
- 14.3.1 Cosentino Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.3.2 Cosentino Granite Product Portfolio
- 14.3.3 Cosentino Granite Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 14.4 SMG
- 14.4.1 SMG Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.4.2 SMG Granite Product Portfolio
- 14.4.3 SMG Granite Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 14.5 Antolini
- 14.5.1 Antolini Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.5.2 Antolini Granite Product Portfolio
- 14.5.3 Antolini Granite Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 14.6 Rock of Ages
- 14.6.1 Rock of Ages Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.6.2 Rock of Ages Granite Product Portfolio
- 14.6.3 Rock of Ages Granite Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 14.7 Williams Stone
- 14.7.1 Williams Stone Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.7.2 Williams Stone Granite Product Portfolio
- 14.7.3 Williams Stone Granite Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 14.8 Amso International
- 14.8.1 Amso International Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.8.2 Amso International Granite Product Portfolio
- 14.8.3 Amso International Granite Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 14.9 Coldspring
- 14.9.1 Coldspring Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.9.2 Coldspring Granite Product Portfolio
- 14.9.3 Coldspring Granite Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 14.10 Pokarna
- 14.10.1 Pokarna Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.10.2 Pokarna Granite Product Portfolio
- 14.10.3 Pokarna Granite Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 14.11 R.E.D. Graniti
- 14.11.1 R.E.D. Graniti Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.11.2 R.E.D. Graniti Granite Product Portfolio
- 14.11.3 R.E.D. Graniti Granite Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 14.12 Swenson Granite
- 14.12.1 Swenson Granite Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.12.2 Swenson Granite Granite Product Portfolio
- 14.12.3 Swenson Granite Granite Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 14.13 Rashi Granite
- 14.13.1 Rashi Granite Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.13.2 Rashi Granite Granite Product Portfolio
- 14.13.3 Rashi Granite Granite Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 14.14 KSG
- 14.14.1 KSG Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.14.2 KSG Granite Product Portfolio
- 14.14.3 KSG Granite Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 14.15 Tanhat Mining
- 14.15.1 Tanhat Mining Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.15.2 Tanhat Mining Granite Product Portfolio
- 14.15.3 Tanhat Mining Granite Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 14.16 UMGG
- 14.16.1 UMGG Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.16.2 UMGG Granite Product Portfolio
- 14.16.3 UMGG Granite Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 14.17 Kangli Stone
- 14.17.1 Kangli Stone Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.17.2 Kangli Stone Granite Product Portfolio
- 14.17.3 Kangli Stone Granite Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 14.18 Fujian Hongfa
- 14.18.1 Fujian Hongfa Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.18.2 Fujian Hongfa Granite Product Portfolio
- 14.18.3 Fujian Hongfa Granite Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 14.19 Best Cheer
- 14.19.1 Best Cheer Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.19.2 Best Cheer Granite Product Portfolio
- 14.19.3 Best Cheer Granite Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 14.20 Shanshui Stone
- 14.20.1 Shanshui Stone Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.20.2 Shanshui Stone Granite Product Portfolio
- 14.20.3 Shanshui Stone Granite Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 14.21 Huachuan
- 14.21.1 Huachuan Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.21.2 Huachuan Granite Product Portfolio
- 14.21.3 Huachuan Granite Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 14.22 Xishi Group
- 14.22.1 Xishi Group Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.22.2 Xishi Group Granite Product Portfolio
- 14.22.3 Xishi Group Granite Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 14.23 Wanlistone
- 14.23.1 Wanlistone Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.23.2 Wanlistone Granite Product Portfolio
- 14.23.3 Wanlistone Granite Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 14.24 Yinlian Stone
- 14.24.1 Yinlian Stone Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.24.2 Yinlian Stone Granite Product Portfolio
- 14.24.3 Yinlian Stone Granite Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 14.25 Dongsheng Stone
- 14.25.1 Dongsheng Stone Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.25.2 Dongsheng Stone Granite Product Portfolio
- 14.25.3 Dongsheng Stone Granite Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 14.26 Huahui Stone
- 14.26.1 Huahui Stone Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.26.2 Huahui Stone Granite Product Portfolio
- 14.26.3 Huahui Stone Granite Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 14.27 Xinfeng Group
- 14.27.1 Xinfeng Group Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.27.2 Xinfeng Group Granite Product Portfolio
- 14.27.3 Xinfeng Group Granite Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 14.28 Quanxinglong
- 14.28.1 Quanxinglong Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.28.2 Quanxinglong Granite Product Portfolio
- 14.28.3 Quanxinglong Granite Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 14.29 Guanghui Stone
- 14.29.1 Guanghui Stone Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.29.2 Guanghui Stone Granite Product Portfolio
- 14.29.3 Guanghui Stone Granite Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 14.30 Fengshan Stone
- 14.30.1 Fengshan Stone Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.30.2 Fengshan Stone Granite Product Portfolio
- 14.30.3 Fengshan Stone Granite Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
- 15 Industry Chain Analysis
- 15.1 Granite Industry Chain Analysis
- 15.2 Granite Industry Upstream Supply Analysis
- 15.2.1 Upstream Key Raw Material Supply Analysis
- 15.2.2 Raw Material Suppliers and Contact Information
- 15.3 Granite Typical Downstream Customers
- 15.4 Granite 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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