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Global Commercial Grade 3D Printers Market Research Report 2025
Synopsis
Commercial 3D Printers: Efficient in producing a variety of parts and also items directly from computer system files, 3D printers are replacing standard manufacturing methods like injection molding, casting milling and lathing, enabling the quick production of whatever from model engine components to personalized phone situations.
The global Commercial Grade 3D Printers market was valued at US$ 897 million in 2023 and is anticipated to reach US$ 1350 million by 2030, witnessing a CAGR of 6.2% during the forecast period 2024-2030.
North American market for Commercial Grade 3D Printers is estimated to increase from $ million in 2023 to reach $ million by 2030, at a CAGR of % during the forecast period of 2024 through 2030.
Asia-Pacific market for Commercial Grade 3D Printers is estimated to increase from $ million in 2023 to reach $ million by 2030, at a CAGR of % during the forecast period of 2024 through 2030.
The major global manufacturers of Commercial Grade 3D Printers include MakerBot, Objet (Stratasys), Fortus, Cube, ProJet, ExOne, EOSINT, ProX and Voxeljet, etc. In 2023, the world's top three vendors accounted for approximately % of the revenue.
This report aims to provide a comprehensive presentation of the global market for Commercial Grade 3D Printers, with both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding Commercial Grade 3D Printers.
Report Scope
The Commercial Grade 3D Printers market size, estimations, and forecasts are provided in terms of output/shipments (Units) and revenue ($ millions), considering 2023 as the base year, with history and forecast data for the period from 2019 to 2030. This report segments the global Commercial Grade 3D Printers market comprehensively. Regional market sizes, concerning products by Type, by Application, and by players, are also provided.
For a more in-depth understanding of the market, the report provides profiles of the competitive landscape, key competitors, and their respective market ranks. The report also discusses technological trends and new product developments.
The report will help the Commercial Grade 3D Printers manufacturers, new entrants, and industry chain related companies in this market with information on the revenues, production, and average price for the overall market and the sub-segments across the different segments, by company, by Type, by Application, and by regions.
Market Segmentation
By Company
MakerBot
Objet (Stratasys)
Fortus
Cube
ProJet
ExOne
EOSINT
ProX
Voxeljet
Formlabs
UP
Shaanxi Hengtong Intelligent Machine Co
Afinia
Solidoodle
Ultimaker
Canon
Einstart
Magicfirm
Segment by Type
FDM Technology
SLA Technology
SLS Technology
DMLS Technology
3DP Technology
SLM Technology
EBM Technology
Segment by Application
Metal Printing
Plastics Printing
Ceramics Printing
Production by Region
North America
Europe
China
Japan
Consumption by Region
North America
United States
Canada
Mexico
Europe
Germany
France
UK
Italy
Russia
Asia-Pacific
China
Japan
South Korea
China Taiwan
Southeast Asia
India
Latin America, Middle East & Africa
Mexico
Brazil
Turkey
GCC Countries
Chapter Outline
Chapter 1: Introduces the report scope of the report, executive summary of different market segments (by region, by Type, by Application, etc), including the market size of each market segment, future development potential, and so on. It offers a high-level view of the current state of the market and its likely evolution in the short to mid-term, and long term.
Chapter 2: Detailed analysis of Commercial Grade 3D Printers manufacturers competitive landscape, price, production and value market share, latest development plan, merger, and acquisition information, etc.
Chapter 3: Production/output, value of Commercial Grade 3D Printers by region/country. It provides a quantitative analysis of the market size and development potential of each region in the next six years.
Chapter 4: Consumption of Commercial Grade 3D Printers in regional level and country level. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space, and production of each country in the world.
Chapter 5: Provides the analysis of various market segments by Type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.
Chapter 6: Provides the analysis of various market segments by Application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
Chapter 7: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product production/output, value, price, gross margin, product introduction, recent development, etc.
Chapter 8: Analysis of industrial chain, including the upstream and downstream of the industry.
Chapter 9: Introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by manufacturers in the industry, and the analysis of relevant policies in the industry.
Chapter 10: The main points and conclusions of the report.
Commercial 3D Printers: Efficient in producing a variety of parts and also items directly from computer system files, 3D printers are replacing standard manufacturing methods like injection molding, casting milling and lathing, enabling the quick production of whatever from model engine components to personalized phone situations.
The global Commercial Grade 3D Printers market was valued at US$ 897 million in 2023 and is anticipated to reach US$ 1350 million by 2030, witnessing a CAGR of 6.2% during the forecast period 2024-2030.
North American market for Commercial Grade 3D Printers is estimated to increase from $ million in 2023 to reach $ million by 2030, at a CAGR of % during the forecast period of 2024 through 2030.
Asia-Pacific market for Commercial Grade 3D Printers is estimated to increase from $ million in 2023 to reach $ million by 2030, at a CAGR of % during the forecast period of 2024 through 2030.
The major global manufacturers of Commercial Grade 3D Printers include MakerBot, Objet (Stratasys), Fortus, Cube, ProJet, ExOne, EOSINT, ProX and Voxeljet, etc. In 2023, the world's top three vendors accounted for approximately % of the revenue.
This report aims to provide a comprehensive presentation of the global market for Commercial Grade 3D Printers, with both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding Commercial Grade 3D Printers.
Report Scope
The Commercial Grade 3D Printers market size, estimations, and forecasts are provided in terms of output/shipments (Units) and revenue ($ millions), considering 2023 as the base year, with history and forecast data for the period from 2019 to 2030. This report segments the global Commercial Grade 3D Printers market comprehensively. Regional market sizes, concerning products by Type, by Application, and by players, are also provided.
For a more in-depth understanding of the market, the report provides profiles of the competitive landscape, key competitors, and their respective market ranks. The report also discusses technological trends and new product developments.
The report will help the Commercial Grade 3D Printers manufacturers, new entrants, and industry chain related companies in this market with information on the revenues, production, and average price for the overall market and the sub-segments across the different segments, by company, by Type, by Application, and by regions.
Market Segmentation
By Company
MakerBot
Objet (Stratasys)
Fortus
Cube
ProJet
ExOne
EOSINT
ProX
Voxeljet
Formlabs
UP
Shaanxi Hengtong Intelligent Machine Co
Afinia
Solidoodle
Ultimaker
Canon
Einstart
Magicfirm
Segment by Type
FDM Technology
SLA Technology
SLS Technology
DMLS Technology
3DP Technology
SLM Technology
EBM Technology
Segment by Application
Metal Printing
Plastics Printing
Ceramics Printing
Production by Region
North America
Europe
China
Japan
Consumption by Region
North America
United States
Canada
Mexico
Europe
Germany
France
UK
Italy
Russia
Asia-Pacific
China
Japan
South Korea
China Taiwan
Southeast Asia
India
Latin America, Middle East & Africa
Mexico
Brazil
Turkey
GCC Countries
Chapter Outline
Chapter 1: Introduces the report scope of the report, executive summary of different market segments (by region, by Type, by Application, etc), including the market size of each market segment, future development potential, and so on. It offers a high-level view of the current state of the market and its likely evolution in the short to mid-term, and long term.
Chapter 2: Detailed analysis of Commercial Grade 3D Printers manufacturers competitive landscape, price, production and value market share, latest development plan, merger, and acquisition information, etc.
Chapter 3: Production/output, value of Commercial Grade 3D Printers by region/country. It provides a quantitative analysis of the market size and development potential of each region in the next six years.
Chapter 4: Consumption of Commercial Grade 3D Printers in regional level and country level. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space, and production of each country in the world.
Chapter 5: Provides the analysis of various market segments by Type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.
Chapter 6: Provides the analysis of various market segments by Application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
Chapter 7: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product production/output, value, price, gross margin, product introduction, recent development, etc.
Chapter 8: Analysis of industrial chain, including the upstream and downstream of the industry.
Chapter 9: Introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by manufacturers in the industry, and the analysis of relevant policies in the industry.
Chapter 10: The main points and conclusions of the report.
Index1 Commercial Grade 3D Printers Market Overview
1.1 Product Definition
1.2 Commercial Grade 3D Printers Segment by Type
1.2.1 Global Commercial Grade 3D Printers Market Value Growth Rate Analysis by Type 2023 VS 2030
1.2.2 FDM Technology
1.2.3 SLA Technology
1.2.4 SLS Technology
1.2.5 DMLS Technology
1.2.6 3DP Technology
1.2.7 SLM Technology
1.2.8 EBM Technology
1.3 Commercial Grade 3D Printers Segment by Application
1.3.1 Global Commercial Grade 3D Printers Market Value Growth Rate Analysis by Application: 2023 VS 2030
1.3.2 Metal Printing
1.3.3 Plastics Printing
1.3.4 Ceramics Printing
1.4 Global Market Growth Prospects
1.4.1 Global Commercial Grade 3D Printers Production Value Estimates and Forecasts (2019-2030)
1.4.2 Global Commercial Grade 3D Printers Production Capacity Estimates and Forecasts (2019-2030)
1.4.3 Global Commercial Grade 3D Printers Production Estimates and Forecasts (2019-2030)
1.4.4 Global Commercial Grade 3D Printers Market Average Price Estimates and Forecasts (2019-2030)
1.5 Assumptions and Limitations
2 Market Competition by Manufacturers
2.1 Global Commercial Grade 3D Printers Production Market Share by Manufacturers (2019-2024)
2.2 Global Commercial Grade 3D Printers Production Value Market Share by Manufacturers (2019-2024)
2.3 Global Key Players of Commercial Grade 3D Printers, Industry Ranking, 2022 VS 2023 VS 2024
2.4 Global Commercial Grade 3D Printers Market Share by Company Type (Tier 1, Tier 2 and Tier 3)
2.5 Global Commercial Grade 3D Printers Average Price by Manufacturers (2019-2024)
2.6 Global Key Manufacturers of Commercial Grade 3D Printers, Manufacturing Base Distribution and Headquarters
2.7 Global Key Manufacturers of Commercial Grade 3D Printers, Product Offered and Application
2.8 Global Key Manufacturers of Commercial Grade 3D Printers, Date of Enter into This Industry
2.9 Commercial Grade 3D Printers Market Competitive Situation and Trends
2.9.1 Commercial Grade 3D Printers Market Concentration Rate
2.9.2 Global 5 and 10 Largest Commercial Grade 3D Printers Players Market Share by Revenue
2.10 Mergers & Acquisitions, Expansion
3 Commercial Grade 3D Printers Production by Region
3.1 Global Commercial Grade 3D Printers Production Value Estimates and Forecasts by Region: 2019 VS 2023 VS 2030
3.2 Global Commercial Grade 3D Printers Production Value by Region (2019-2030)
3.2.1 Global Commercial Grade 3D Printers Production Value Market Share by Region (2019-2024)
3.2.2 Global Forecasted Production Value of Commercial Grade 3D Printers by Region (2025-2030)
3.3 Global Commercial Grade 3D Printers Production Estimates and Forecasts by Region: 2019 VS 2023 VS 2030
3.4 Global Commercial Grade 3D Printers Production by Region (2019-2030)
3.4.1 Global Commercial Grade 3D Printers Production Market Share by Region (2019-2024)
3.4.2 Global Forecasted Production of Commercial Grade 3D Printers by Region (2025-2030)
3.5 Global Commercial Grade 3D Printers Market Price Analysis by Region (2019-2024)
3.6 Global Commercial Grade 3D Printers Production and Value, Year-over-Year Growth
3.6.1 North America Commercial Grade 3D Printers Production Value Estimates and Forecasts (2019-2030)
3.6.2 Europe Commercial Grade 3D Printers Production Value Estimates and Forecasts (2019-2030)
3.6.3 China Commercial Grade 3D Printers Production Value Estimates and Forecasts (2019-2030)
3.6.4 Japan Commercial Grade 3D Printers Production Value Estimates and Forecasts (2019-2030)
4 Commercial Grade 3D Printers Consumption by Region
4.1 Global Commercial Grade 3D Printers Consumption Estimates and Forecasts by Region: 2019 VS 2023 VS 2030
4.2 Global Commercial Grade 3D Printers Consumption by Region (2019-2030)
4.2.1 Global Commercial Grade 3D Printers Consumption by Region (2019-2024)
4.2.2 Global Commercial Grade 3D Printers Forecasted Consumption by Region (2025-2030)
4.3 North America
4.3.1 North America Commercial Grade 3D Printers Consumption Growth Rate by Country: 2019 VS 2023 VS 2030
4.3.2 North America Commercial Grade 3D Printers Consumption by Country (2019-2030)
4.3.3 United States
4.3.4 Canada
4.4 Europe
4.4.1 Europe Commercial Grade 3D Printers Consumption Growth Rate by Country: 2019 VS 2023 VS 2030
4.4.2 Europe Commercial Grade 3D Printers Consumption by Country (2019-2030)
4.4.3 Germany
4.4.4 France
4.4.5 UK
4.4.6 Italy
4.4.7 Russia
4.5 Asia Pacific
4.5.1 Asia Pacific Commercial Grade 3D Printers Consumption Growth Rate by Region: 2019 VS 2023 VS 2030
4.5.2 Asia Pacific Commercial Grade 3D Printers Consumption by Region (2019-2030)
4.5.3 China
4.5.4 Japan
4.5.5 South Korea
4.5.6 China Taiwan
4.5.7 Southeast Asia
4.5.8 India
4.6 Latin America, Middle East & Africa
4.6.1 Latin America, Middle East & Africa Commercial Grade 3D Printers Consumption Growth Rate by Country: 2019 VS 2023 VS 2030
4.6.2 Latin America, Middle East & Africa Commercial Grade 3D Printers Consumption by Country (2019-2030)
4.6.3 Mexico
4.6.4 Brazil
4.6.5 Turkey
5 Segment by Type
5.1 Global Commercial Grade 3D Printers Production by Type (2019-2030)
5.1.1 Global Commercial Grade 3D Printers Production by Type (2019-2024)
5.1.2 Global Commercial Grade 3D Printers Production by Type (2025-2030)
5.1.3 Global Commercial Grade 3D Printers Production Market Share by Type (2019-2030)
5.2 Global Commercial Grade 3D Printers Production Value by Type (2019-2030)
5.2.1 Global Commercial Grade 3D Printers Production Value by Type (2019-2024)
5.2.2 Global Commercial Grade 3D Printers Production Value by Type (2025-2030)
5.2.3 Global Commercial Grade 3D Printers Production Value Market Share by Type (2019-2030)
5.3 Global Commercial Grade 3D Printers Price by Type (2019-2030)
6 Segment by Application
6.1 Global Commercial Grade 3D Printers Production by Application (2019-2030)
6.1.1 Global Commercial Grade 3D Printers Production by Application (2019-2024)
6.1.2 Global Commercial Grade 3D Printers Production by Application (2025-2030)
6.1.3 Global Commercial Grade 3D Printers Production Market Share by Application (2019-2030)
6.2 Global Commercial Grade 3D Printers Production Value by Application (2019-2030)
6.2.1 Global Commercial Grade 3D Printers Production Value by Application (2019-2024)
6.2.2 Global Commercial Grade 3D Printers Production Value by Application (2025-2030)
6.2.3 Global Commercial Grade 3D Printers Production Value Market Share by Application (2019-2030)
6.3 Global Commercial Grade 3D Printers Price by Application (2019-2030)
7 Key Companies Profiled
7.1 MakerBot
7.1.1 MakerBot Commercial Grade 3D Printers Corporation Information
7.1.2 MakerBot Commercial Grade 3D Printers Product Portfolio
7.1.3 MakerBot Commercial Grade 3D Printers Production, Value, Price and Gross Margin (2019-2024)
7.1.4 MakerBot Main Business and Markets Served
7.1.5 MakerBot Recent Developments/Updates
7.2 Objet (Stratasys)
7.2.1 Objet (Stratasys) Commercial Grade 3D Printers Corporation Information
7.2.2 Objet (Stratasys) Commercial Grade 3D Printers Product Portfolio
7.2.3 Objet (Stratasys) Commercial Grade 3D Printers Production, Value, Price and Gross Margin (2019-2024)
7.2.4 Objet (Stratasys) Main Business and Markets Served
7.2.5 Objet (Stratasys) Recent Developments/Updates
7.3 Fortus
7.3.1 Fortus Commercial Grade 3D Printers Corporation Information
7.3.2 Fortus Commercial Grade 3D Printers Product Portfolio
7.3.3 Fortus Commercial Grade 3D Printers Production, Value, Price and Gross Margin (2019-2024)
7.3.4 Fortus Main Business and Markets Served
7.3.5 Fortus Recent Developments/Updates
7.4 Cube
7.4.1 Cube Commercial Grade 3D Printers Corporation Information
7.4.2 Cube Commercial Grade 3D Printers Product Portfolio
7.4.3 Cube Commercial Grade 3D Printers Production, Value, Price and Gross Margin (2019-2024)
7.4.4 Cube Main Business and Markets Served
7.4.5 Cube Recent Developments/Updates
7.5 ProJet
7.5.1 ProJet Commercial Grade 3D Printers Corporation Information
7.5.2 ProJet Commercial Grade 3D Printers Product Portfolio
7.5.3 ProJet Commercial Grade 3D Printers Production, Value, Price and Gross Margin (2019-2024)
7.5.4 ProJet Main Business and Markets Served
7.5.5 ProJet Recent Developments/Updates
7.6 ExOne
7.6.1 ExOne Commercial Grade 3D Printers Corporation Information
7.6.2 ExOne Commercial Grade 3D Printers Product Portfolio
7.6.3 ExOne Commercial Grade 3D Printers Production, Value, Price and Gross Margin (2019-2024)
7.6.4 ExOne Main Business and Markets Served
7.6.5 ExOne Recent Developments/Updates
7.7 EOSINT
7.7.1 EOSINT Commercial Grade 3D Printers Corporation Information
7.7.2 EOSINT Commercial Grade 3D Printers Product Portfolio
7.7.3 EOSINT Commercial Grade 3D Printers Production, Value, Price and Gross Margin (2019-2024)
7.7.4 EOSINT Main Business and Markets Served
7.7.5 EOSINT Recent Developments/Updates
7.8 ProX
7.8.1 ProX Commercial Grade 3D Printers Corporation Information
7.8.2 ProX Commercial Grade 3D Printers Product Portfolio
7.8.3 ProX Commercial Grade 3D Printers Production, Value, Price and Gross Margin (2019-2024)
7.8.4 ProX Main Business and Markets Served
7.7.5 ProX Recent Developments/Updates
7.9 Voxeljet
7.9.1 Voxeljet Commercial Grade 3D Printers Corporation Information
7.9.2 Voxeljet Commercial Grade 3D Printers Product Portfolio
7.9.3 Voxeljet Commercial Grade 3D Printers Production, Value, Price and Gross Margin (2019-2024)
7.9.4 Voxeljet Main Business and Markets Served
7.9.5 Voxeljet Recent Developments/Updates
7.10 Formlabs
7.10.1 Formlabs Commercial Grade 3D Printers Corporation Information
7.10.2 Formlabs Commercial Grade 3D Printers Product Portfolio
7.10.3 Formlabs Commercial Grade 3D Printers Production, Value, Price and Gross Margin (2019-2024)
7.10.4 Formlabs Main Business and Markets Served
7.10.5 Formlabs Recent Developments/Updates
7.11 UP
7.11.1 UP Commercial Grade 3D Printers Corporation Information
7.11.2 UP Commercial Grade 3D Printers Product Portfolio
7.11.3 UP Commercial Grade 3D Printers Production, Value, Price and Gross Margin (2019-2024)
7.11.4 UP Main Business and Markets Served
7.11.5 UP Recent Developments/Updates
7.12 Shaanxi Hengtong Intelligent Machine Co
7.12.1 Shaanxi Hengtong Intelligent Machine Co Commercial Grade 3D Printers Corporation Information
7.12.2 Shaanxi Hengtong Intelligent Machine Co Commercial Grade 3D Printers Product Portfolio
7.12.3 Shaanxi Hengtong Intelligent Machine Co Commercial Grade 3D Printers Production, Value, Price and Gross Margin (2019-2024)
7.12.4 Shaanxi Hengtong Intelligent Machine Co Main Business and Markets Served
7.12.5 Shaanxi Hengtong Intelligent Machine Co Recent Developments/Updates
7.13 Afinia
7.13.1 Afinia Commercial Grade 3D Printers Corporation Information
7.13.2 Afinia Commercial Grade 3D Printers Product Portfolio
7.13.3 Afinia Commercial Grade 3D Printers Production, Value, Price and Gross Margin (2019-2024)
7.13.4 Afinia Main Business and Markets Served
7.13.5 Afinia Recent Developments/Updates
7.14 Solidoodle
7.14.1 Solidoodle Commercial Grade 3D Printers Corporation Information
7.14.2 Solidoodle Commercial Grade 3D Printers Product Portfolio
7.14.3 Solidoodle Commercial Grade 3D Printers Production, Value, Price and Gross Margin (2019-2024)
7.14.4 Solidoodle Main Business and Markets Served
7.14.5 Solidoodle Recent Developments/Updates
7.15 Ultimaker
7.15.1 Ultimaker Commercial Grade 3D Printers Corporation Information
7.15.2 Ultimaker Commercial Grade 3D Printers Product Portfolio
7.15.3 Ultimaker Commercial Grade 3D Printers Production, Value, Price and Gross Margin (2019-2024)
7.15.4 Ultimaker Main Business and Markets Served
7.15.5 Ultimaker Recent Developments/Updates
7.16 Canon
7.16.1 Canon Commercial Grade 3D Printers Corporation Information
7.16.2 Canon Commercial Grade 3D Printers Product Portfolio
7.16.3 Canon Commercial Grade 3D Printers Production, Value, Price and Gross Margin (2019-2024)
7.16.4 Canon Main Business and Markets Served
7.16.5 Canon Recent Developments/Updates
7.17 Einstart
7.17.1 Einstart Commercial Grade 3D Printers Corporation Information
7.17.2 Einstart Commercial Grade 3D Printers Product Portfolio
7.17.3 Einstart Commercial Grade 3D Printers Production, Value, Price and Gross Margin (2019-2024)
7.17.4 Einstart Main Business and Markets Served
7.17.5 Einstart Recent Developments/Updates
7.18 Magicfirm
7.18.1 Magicfirm Commercial Grade 3D Printers Corporation Information
7.18.2 Magicfirm Commercial Grade 3D Printers Product Portfolio
7.18.3 Magicfirm Commercial Grade 3D Printers Production, Value, Price and Gross Margin (2019-2024)
7.18.4 Magicfirm Main Business and Markets Served
7.18.5 Magicfirm Recent Developments/Updates
8 Industry Chain and Sales Channels Analysis
8.1 Commercial Grade 3D Printers Industry Chain Analysis
8.2 Commercial Grade 3D Printers Key Raw Materials
8.2.1 Key Raw Materials
8.2.2 Raw Materials Key Suppliers
8.3 Commercial Grade 3D Printers Production Mode & Process
8.4 Commercial Grade 3D Printers Sales and Marketing
8.4.1 Commercial Grade 3D Printers Sales Channels
8.4.2 Commercial Grade 3D Printers Distributors
8.5 Commercial Grade 3D Printers Customers
9 Commercial Grade 3D Printers Market Dynamics
9.1 Commercial Grade 3D Printers Industry Trends
9.2 Commercial Grade 3D Printers Market Drivers
9.3 Commercial Grade 3D Printers Market Challenges
9.4 Commercial Grade 3D Printers Market Restraints
10 Research Finding and Conclusion
11 Methodology and Data Source
11.1 Methodology/Research Approach
11.1.1 Research Programs/Design
11.1.2 Market Size Estimation
11.1.3 Market Breakdown and Data Triangulation
11.2 Data Source
11.2.1 Secondary Sources
11.2.2 Primary Sources
11.3 Author List
11.4 Disclaimer
Published By : QY Research
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