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Global Residential Area Rugs Supply, Demand and Key Producers, 2023-2029

May 2023 | 97 pages | ID: G30FABDEB06FEN
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The global Residential Area Rugs market size is expected to reach $ million by 2029, rising at a market growth of % CAGR during the forecast period (2023-2029).

This report studies the global Residential Area Rugs production, demand, key manufacturers, and key regions.

This report is a detailed and comprehensive analysis of the world market for Residential Area Rugs, and provides market size (US$ million) and Year-over-Year (YoY) Growth, considering 2022 as the base year. This report explores demand trends and competition, as well as details the characteristics of Residential Area Rugs that contribute to its increasing demand across many markets.

Highlights and key features of the study

Global Residential Area Rugs total production and demand, 2018-2029, (K Units)

Global Residential Area Rugs total production value, 2018-2029, (USD Million)

Global Residential Area Rugs production by region & country, production, value, CAGR, 2018-2029, (USD Million) & (K Units)

Global Residential Area Rugs consumption by region & country, CAGR, 2018-2029 & (K Units)

U.S. VS China: Residential Area Rugs domestic production, consumption, key domestic manufacturers and share

Global Residential Area Rugs production by manufacturer, production, price, value and market share 2018-2023, (USD Million) & (K Units)

Global Residential Area Rugs production by Type, production, value, CAGR, 2018-2029, (USD Million) & (K Units)

Global Residential Area Rugs production by Sales Channel production, value, CAGR, 2018-2029, (USD Million) & (K Units)

This reports profiles key players in the global Residential Area Rugs market based on the following parameters – company overview, production, value, price, gross margin, product portfolio, geographical presence, and key developments. Key companies covered as a part of this study include Balta Rugs, Milliken, Mohawk Industries, Nourison and Shaw Floors, etc.

This report also provides key insights about market drivers, restraints, opportunities, new product launches or approvals, COVID-19 and Russia-Ukraine War Influence.

Stakeholders would have ease in decision-making through various strategy matrices used in analyzing the World Residential Area Rugs market

Detailed Segmentation:

Each section contains quantitative market data including market by value (US$ Millions), volume (production, consumption) & (K Units) and average price (US$/Unit) by manufacturer, by Type, and by Sales Channel. Data is given for the years 2018-2029 by year with 2022 as the base year, 2023 as the estimate year, and 2024-2029 as the forecast year.

Global Residential Area Rugs Market, By Region:
  • United States
  • China
  • Europe
  • Japan
  • South Korea
  • ASEAN
  • India
  • Rest of World
Global Residential Area Rugs Market, Segmentation by Type
  • Wool Area Rug
  • Silk Area Rug
  • Cotton Area Rug
  • Synthetics Area Rug
  • Others
Global Residential Area Rugs Market, Segmentation by Sales Channel
  • Online Sales
  • Offline Sales
Companies Profiled:
  • Balta Rugs
  • Milliken
  • Mohawk Industries
  • Nourison
  • Shaw Floors
Key Questions Answered

1. How big is the global Residential Area Rugs market?

2. What is the demand of the global Residential Area Rugs market?

3. What is the year over year growth of the global Residential Area Rugs market?

4. What is the production and production value of the global Residential Area Rugs market?

5. Who are the key producers in the global Residential Area Rugs market?

6. What are the growth factors driving the market demand?
1 SUPPLY SUMMARY

1.1 Residential Area Rugs Introduction
1.2 World Residential Area Rugs Supply & Forecast
  1.2.1 World Residential Area Rugs Production Value (2018 & 2022 & 2029)
  1.2.2 World Residential Area Rugs Production (2018-2029)
  1.2.3 World Residential Area Rugs Pricing Trends (2018-2029)
1.3 World Residential Area Rugs Production by Region (Based on Production Site)
  1.3.1 World Residential Area Rugs Production Value by Region (2018-2029)
  1.3.2 World Residential Area Rugs Production by Region (2018-2029)
  1.3.3 World Residential Area Rugs Average Price by Region (2018-2029)
  1.3.4 North America Residential Area Rugs Production (2018-2029)
  1.3.5 Europe Residential Area Rugs Production (2018-2029)
  1.3.6 China Residential Area Rugs Production (2018-2029)
  1.3.7 Japan Residential Area Rugs Production (2018-2029)
1.4 Market Drivers, Restraints and Trends
  1.4.1 Residential Area Rugs Market Drivers
  1.4.2 Factors Affecting Demand
  1.4.3 Residential Area Rugs Major Market Trends
1.5 Influence of COVID-19 and Russia-Ukraine War
  1.5.1 Influence of COVID-19
  1.5.2 Influence of Russia-Ukraine War

2 DEMAND SUMMARY

2.1 World Residential Area Rugs Demand (2018-2029)
2.2 World Residential Area Rugs Consumption by Region
  2.2.1 World Residential Area Rugs Consumption by Region (2018-2023)
  2.2.2 World Residential Area Rugs Consumption Forecast by Region (2024-2029)
2.3 United States Residential Area Rugs Consumption (2018-2029)
2.4 China Residential Area Rugs Consumption (2018-2029)
2.5 Europe Residential Area Rugs Consumption (2018-2029)
2.6 Japan Residential Area Rugs Consumption (2018-2029)
2.7 South Korea Residential Area Rugs Consumption (2018-2029)
2.8 ASEAN Residential Area Rugs Consumption (2018-2029)
2.9 India Residential Area Rugs Consumption (2018-2029)

3 WORLD RESIDENTIAL AREA RUGS MANUFACTURERS COMPETITIVE ANALYSIS

3.1 World Residential Area Rugs Production Value by Manufacturer (2018-2023)
3.2 World Residential Area Rugs Production by Manufacturer (2018-2023)
3.3 World Residential Area Rugs Average Price by Manufacturer (2018-2023)
3.4 Residential Area Rugs Company Evaluation Quadrant
3.5 Industry Rank and Concentration Rate (CR)
  3.5.1 Global Residential Area Rugs Industry Rank of Major Manufacturers
  3.5.2 Global Concentration Ratios (CR4) for Residential Area Rugs in 2022
  3.5.3 Global Concentration Ratios (CR8) for Residential Area Rugs in 2022
3.6 Residential Area Rugs Market: Overall Company Footprint Analysis
  3.6.1 Residential Area Rugs Market: Region Footprint
  3.6.2 Residential Area Rugs Market: Company Product Type Footprint
  3.6.3 Residential Area Rugs Market: Company Product Application Footprint
3.7 Competitive Environment
  3.7.1 Historical Structure of the Industry
  3.7.2 Barriers of Market Entry
  3.7.3 Factors of Competition
3.8 New Entrant and Capacity Expansion Plans
3.9 Mergers, Acquisition, Agreements, and Collaborations

4 UNITED STATES VS CHINA VS REST OF THE WORLD

4.1 United States VS China: Residential Area Rugs Production Value Comparison
  4.1.1 United States VS China: Residential Area Rugs Production Value Comparison (2018 & 2022 & 2029)
  4.1.2 United States VS China: Residential Area Rugs Production Value Market Share Comparison (2018 & 2022 & 2029)
4.2 United States VS China: Residential Area Rugs Production Comparison
  4.2.1 United States VS China: Residential Area Rugs Production Comparison (2018 & 2022 & 2029)
  4.2.2 United States VS China: Residential Area Rugs Production Market Share Comparison (2018 & 2022 & 2029)
4.3 United States VS China: Residential Area Rugs Consumption Comparison
  4.3.1 United States VS China: Residential Area Rugs Consumption Comparison (2018 & 2022 & 2029)
  4.3.2 United States VS China: Residential Area Rugs Consumption Market Share Comparison (2018 & 2022 & 2029)
4.4 United States Based Residential Area Rugs Manufacturers and Market Share, 2018-2023
  4.4.1 United States Based Residential Area Rugs Manufacturers, Headquarters and Production Site (States, Country)
  4.4.2 United States Based Manufacturers Residential Area Rugs Production Value (2018-2023)
  4.4.3 United States Based Manufacturers Residential Area Rugs Production (2018-2023)
4.5 China Based Residential Area Rugs Manufacturers and Market Share
  4.5.1 China Based Residential Area Rugs Manufacturers, Headquarters and Production Site (Province, Country)
  4.5.2 China Based Manufacturers Residential Area Rugs Production Value (2018-2023)
  4.5.3 China Based Manufacturers Residential Area Rugs Production (2018-2023)
4.6 Rest of World Based Residential Area Rugs Manufacturers and Market Share, 2018-2023
  4.6.1 Rest of World Based Residential Area Rugs Manufacturers, Headquarters and Production Site (State, Country)
  4.6.2 Rest of World Based Manufacturers Residential Area Rugs Production Value (2018-2023)
  4.6.3 Rest of World Based Manufacturers Residential Area Rugs Production (2018-2023)

5 MARKET ANALYSIS BY TYPE

5.1 World Residential Area Rugs Market Size Overview by Type: 2018 VS 2022 VS 2029
5.2 Segment Introduction by Type
  5.2.1 Wool Area Rug
  5.2.2 Silk Area Rug
  5.2.3 Cotton Area Rug
  5.2.4 Synthetics Area Rug
  5.2.5 Others
5.3 Market Segment by Type
  5.3.1 World Residential Area Rugs Production by Type (2018-2029)
  5.3.2 World Residential Area Rugs Production Value by Type (2018-2029)
  5.3.3 World Residential Area Rugs Average Price by Type (2018-2029)

6 MARKET ANALYSIS BY SALES CHANNEL

6.1 World Residential Area Rugs Market Size Overview by Sales Channel: 2018 VS 2022 VS 2029
6.2 Segment Introduction by Sales Channel
  6.2.1 Online Sales
  6.2.2 Offline Sales
6.3 Market Segment by Sales Channel
  6.3.1 World Residential Area Rugs Production by Sales Channel (2018-2029)
  6.3.2 World Residential Area Rugs Production Value by Sales Channel (2018-2029)
  6.3.3 World Residential Area Rugs Average Price by Sales Channel (2018-2029)

7 COMPANY PROFILES

7.1 Balta Rugs
  7.1.1 Balta Rugs Details
  7.1.2 Balta Rugs Major Business
  7.1.3 Balta Rugs Residential Area Rugs Product and Services
  7.1.4 Balta Rugs Residential Area Rugs Production, Price, Value, Gross Margin and Market Share (2018-2023)
  7.1.5 Balta Rugs Recent Developments/Updates
  7.1.6 Balta Rugs Competitive Strengths & Weaknesses
7.2 Milliken
  7.2.1 Milliken Details
  7.2.2 Milliken Major Business
  7.2.3 Milliken Residential Area Rugs Product and Services
  7.2.4 Milliken Residential Area Rugs Production, Price, Value, Gross Margin and Market Share (2018-2023)
  7.2.5 Milliken Recent Developments/Updates
  7.2.6 Milliken Competitive Strengths & Weaknesses
7.3 Mohawk Industries
  7.3.1 Mohawk Industries Details
  7.3.2 Mohawk Industries Major Business
  7.3.3 Mohawk Industries Residential Area Rugs Product and Services
  7.3.4 Mohawk Industries Residential Area Rugs Production, Price, Value, Gross Margin and Market Share (2018-2023)
  7.3.5 Mohawk Industries Recent Developments/Updates
  7.3.6 Mohawk Industries Competitive Strengths & Weaknesses
7.4 Nourison
  7.4.1 Nourison Details
  7.4.2 Nourison Major Business
  7.4.3 Nourison Residential Area Rugs Product and Services
  7.4.4 Nourison Residential Area Rugs Production, Price, Value, Gross Margin and Market Share (2018-2023)
  7.4.5 Nourison Recent Developments/Updates
  7.4.6 Nourison Competitive Strengths & Weaknesses
7.5 Shaw Floors
  7.5.1 Shaw Floors Details
  7.5.2 Shaw Floors Major Business
  7.5.3 Shaw Floors Residential Area Rugs Product and Services
  7.5.4 Shaw Floors Residential Area Rugs Production, Price, Value, Gross Margin and Market Share (2018-2023)
  7.5.5 Shaw Floors Recent Developments/Updates
  7.5.6 Shaw Floors Competitive Strengths & Weaknesses

8 INDUSTRY CHAIN ANALYSIS

8.1 Residential Area Rugs Industry Chain
8.2 Residential Area Rugs Upstream Analysis
  8.2.1 Residential Area Rugs Core Raw Materials
  8.2.2 Main Manufacturers of Residential Area Rugs Core Raw Materials
8.3 Midstream Analysis
8.4 Downstream Analysis
8.5 Residential Area Rugs Production Mode
8.6 Residential Area Rugs Procurement Model
8.7 Residential Area Rugs Industry Sales Model and Sales Channels
  8.7.1 Residential Area Rugs Sales Model
  8.7.2 Residential Area Rugs Typical Customers

9 RESEARCH FINDINGS AND CONCLUSION

10 APPENDIX

10.1 Methodology
10.2 Research Process and Data Source
10.3 Disclaimer

LIST OF TABLES

Table 1. World Residential Area Rugs Production Value by Region (2018, 2022 and 2029) & (USD Million)
Table 2. World Residential Area Rugs Production Value by Region (2018-2023) & (USD Million)
Table 3. World Residential Area Rugs Production Value by Region (2024-2029) & (USD Million)
Table 4. World Residential Area Rugs Production Value Market Share by Region (2018-2023)
Table 5. World Residential Area Rugs Production Value Market Share by Region (2024-2029)
Table 6. World Residential Area Rugs Production by Region (2018-2023) & (K Units)
Table 7. World Residential Area Rugs Production by Region (2024-2029) & (K Units)
Table 8. World Residential Area Rugs Production Market Share by Region (2018-2023)
Table 9. World Residential Area Rugs Production Market Share by Region (2024-2029)
Table 10. World Residential Area Rugs Average Price by Region (2018-2023) & (US$/Unit)
Table 11. World Residential Area Rugs Average Price by Region (2024-2029) & (US$/Unit)
Table 12. Residential Area Rugs Major Market Trends
Table 13. World Residential Area Rugs Consumption Growth Rate Forecast by Region (2018 & 2022 & 2029) & (K Units)
Table 14. World Residential Area Rugs Consumption by Region (2018-2023) & (K Units)
Table 15. World Residential Area Rugs Consumption Forecast by Region (2024-2029) & (K Units)
Table 16. World Residential Area Rugs Production Value by Manufacturer (2018-2023) & (USD Million)
Table 17. Production Value Market Share of Key Residential Area Rugs Producers in 2022
Table 18. World Residential Area Rugs Production by Manufacturer (2018-2023) & (K Units)
Table 19. Production Market Share of Key Residential Area Rugs Producers in 2022
Table 20. World Residential Area Rugs Average Price by Manufacturer (2018-2023) & (US$/Unit)
Table 21. Global Residential Area Rugs Company Evaluation Quadrant
Table 22. World Residential Area Rugs Industry Rank of Major Manufacturers, Based on Production Value in 2022
Table 23. Head Office and Residential Area Rugs Production Site of Key Manufacturer
Table 24. Residential Area Rugs Market: Company Product Type Footprint
Table 25. Residential Area Rugs Market: Company Product Application Footprint
Table 26. Residential Area Rugs Competitive Factors
Table 27. Residential Area Rugs New Entrant and Capacity Expansion Plans
Table 28. Residential Area Rugs Mergers & Acquisitions Activity
Table 29. United States VS China Residential Area Rugs Production Value Comparison, (2018 & 2022 & 2029) & (USD Million)
Table 30. United States VS China Residential Area Rugs Production Comparison, (2018 & 2022 & 2029) & (K Units)
Table 31. United States VS China Residential Area Rugs Consumption Comparison, (2018 & 2022 & 2029) & (K Units)
Table 32. United States Based Residential Area Rugs Manufacturers, Headquarters and Production Site (States, Country)
Table 33. United States Based Manufacturers Residential Area Rugs Production Value, (2018-2023) & (USD Million)
Table 34. United States Based Manufacturers Residential Area Rugs Production Value Market Share (2018-2023)
Table 35. United States Based Manufacturers Residential Area Rugs Production (2018-2023) & (K Units)
Table 36. United States Based Manufacturers Residential Area Rugs Production Market Share (2018-2023)
Table 37. China Based Residential Area Rugs Manufacturers, Headquarters and Production Site (Province, Country)
Table 38. China Based Manufacturers Residential Area Rugs Production Value, (2018-2023) & (USD Million)
Table 39. China Based Manufacturers Residential Area Rugs Production Value Market Share (2018-2023)
Table 40. China Based Manufacturers Residential Area Rugs Production (2018-2023) & (K Units)
Table 41. China Based Manufacturers Residential Area Rugs Production Market Share (2018-2023)
Table 42. Rest of World Based Residential Area Rugs Manufacturers, Headquarters and Production Site (States, Country)
Table 43. Rest of World Based Manufacturers Residential Area Rugs Production Value, (2018-2023) & (USD Million)
Table 44. Rest of World Based Manufacturers Residential Area Rugs Production Value Market Share (2018-2023)
Table 45. Rest of World Based Manufacturers Residential Area Rugs Production (2018-2023) & (K Units)
Table 46. Rest of World Based Manufacturers Residential Area Rugs Production Market Share (2018-2023)
Table 47. World Residential Area Rugs Production Value by Type, (USD Million), 2018 & 2022 & 2029
Table 48. World Residential Area Rugs Production by Type (2018-2023) & (K Units)
Table 49. World Residential Area Rugs Production by Type (2024-2029) & (K Units)
Table 50. World Residential Area Rugs Production Value by Type (2018-2023) & (USD Million)
Table 51. World Residential Area Rugs Production Value by Type (2024-2029) & (USD Million)
Table 52. World Residential Area Rugs Average Price by Type (2018-2023) & (US$/Unit)
Table 53. World Residential Area Rugs Average Price by Type (2024-2029) & (US$/Unit)
Table 54. World Residential Area Rugs Production Value by Sales Channel, (USD Million), 2018 & 2022 & 2029
Table 55. World Residential Area Rugs Production by Sales Channel (2018-2023) & (K Units)
Table 56. World Residential Area Rugs Production by Sales Channel (2024-2029) & (K Units)
Table 57. World Residential Area Rugs Production Value by Sales Channel (2018-2023) & (USD Million)
Table 58. World Residential Area Rugs Production Value by Sales Channel (2024-2029) & (USD Million)
Table 59. World Residential Area Rugs Average Price by Sales Channel (2018-2023) & (US$/Unit)
Table 60. World Residential Area Rugs Average Price by Sales Channel (2024-2029) & (US$/Unit)
Table 61. Balta Rugs Basic Information, Manufacturing Base and Competitors
Table 62. Balta Rugs Major Business
Table 63. Balta Rugs Residential Area Rugs Product and Services
Table 64. Balta Rugs Residential Area Rugs Production (K Units), Price (US$/Unit), Production Value (USD Million), Gross Margin and Market Share (2018-2023)
Table 65. Balta Rugs Recent Developments/Updates
Table 66. Balta Rugs Competitive Strengths & Weaknesses
Table 67. Milliken Basic Information, Manufacturing Base and Competitors
Table 68. Milliken Major Business
Table 69. Milliken Residential Area Rugs Product and Services
Table 70. Milliken Residential Area Rugs Production (K Units), Price (US$/Unit), Production Value (USD Million), Gross Margin and Market Share (2018-2023)
Table 71. Milliken Recent Developments/Updates
Table 72. Milliken Competitive Strengths & Weaknesses
Table 73. Mohawk Industries Basic Information, Manufacturing Base and Competitors
Table 74. Mohawk Industries Major Business
Table 75. Mohawk Industries Residential Area Rugs Product and Services
Table 76. Mohawk Industries Residential Area Rugs Production (K Units), Price (US$/Unit), Production Value (USD Million), Gross Margin and Market Share (2018-2023)
Table 77. Mohawk Industries Recent Developments/Updates
Table 78. Mohawk Industries Competitive Strengths & Weaknesses
Table 79. Nourison Basic Information, Manufacturing Base and Competitors
Table 80. Nourison Major Business
Table 81. Nourison Residential Area Rugs Product and Services
Table 82. Nourison Residential Area Rugs Production (K Units), Price (US$/Unit), Production Value (USD Million), Gross Margin and Market Share (2018-2023)
Table 83. Nourison Recent Developments/Updates
Table 84. Shaw Floors Basic Information, Manufacturing Base and Competitors
Table 85. Shaw Floors Major Business
Table 86. Shaw Floors Residential Area Rugs Product and Services
Table 87. Shaw Floors Residential Area Rugs Production (K Units), Price (US$/Unit), Production Value (USD Million), Gross Margin and Market Share (2018-2023)
Table 88. Global Key Players of Residential Area Rugs Upstream (Raw Materials)
Table 89. Residential Area Rugs Typical Customers
Table 90. Residential Area Rugs Typical Distributors

LIST OF FIGURES

Figure 1. Residential Area Rugs Picture
Figure 2. World Residential Area Rugs Production Value: 2018 & 2022 & 2029, (USD Million)
Figure 3. World Residential Area Rugs Production Value and Forecast (2018-2029) & (USD Million)
Figure 4. World Residential Area Rugs Production (2018-2029) & (K Units)
Figure 5. World Residential Area Rugs Average Price (2018-2029) & (US$/Unit)
Figure 6. World Residential Area Rugs Production Value Market Share by Region (2018-2029)
Figure 7. World Residential Area Rugs Production Market Share by Region (2018-2029)
Figure 8. North America Residential Area Rugs Production (2018-2029) & (K Units)
Figure 9. Europe Residential Area Rugs Production (2018-2029) & (K Units)
Figure 10. China Residential Area Rugs Production (2018-2029) & (K Units)
Figure 11. Japan Residential Area Rugs Production (2018-2029) & (K Units)
Figure 12. Residential Area Rugs Market Drivers
Figure 13. Factors Affecting Demand
Figure 14. World Residential Area Rugs Consumption (2018-2029) & (K Units)
Figure 15. World Residential Area Rugs Consumption Market Share by Region (2018-2029)
Figure 16. United States Residential Area Rugs Consumption (2018-2029) & (K Units)
Figure 17. China Residential Area Rugs Consumption (2018-2029) & (K Units)
Figure 18. Europe Residential Area Rugs Consumption (2018-2029) & (K Units)
Figure 19. Japan Residential Area Rugs Consumption (2018-2029) & (K Units)
Figure 20. South Korea Residential Area Rugs Consumption (2018-2029) & (K Units)
Figure 21. ASEAN Residential Area Rugs Consumption (2018-2029) & (K Units)
Figure 22. India Residential Area Rugs Consumption (2018-2029) & (K Units)
Figure 23. Producer Shipments of Residential Area Rugs by Manufacturer Revenue ($MM) and Market Share (%): 2022
Figure 24. Global Four-firm Concentration Ratios (CR4) for Residential Area Rugs Markets in 2022
Figure 25. Global Four-firm Concentration Ratios (CR8) for Residential Area Rugs Markets in 2022
Figure 26. United States VS China: Residential Area Rugs Production Value Market Share Comparison (2018 & 2022 & 2029)
Figure 27. United States VS China: Residential Area Rugs Production Market Share Comparison (2018 & 2022 & 2029)
Figure 28. United States VS China: Residential Area Rugs Consumption Market Share Comparison (2018 & 2022 & 2029)
Figure 29. United States Based Manufacturers Residential Area Rugs Production Market Share 2022
Figure 30. China Based Manufacturers Residential Area Rugs Production Market Share 2022
Figure 31. Rest of World Based Manufacturers Residential Area Rugs Production Market Share 2022
Figure 32. World Residential Area Rugs Production Value by Type, (USD Million), 2018 & 2022 & 2029
Figure 33. World Residential Area Rugs Production Value Market Share by Type in 2022
Figure 34. Wool Area Rug
Figure 35. Silk Area Rug
Figure 36. Cotton Area Rug
Figure 37. Synthetics Area Rug
Figure 38. Others
Figure 39. World Residential Area Rugs Production Market Share by Type (2018-2029)
Figure 40. World Residential Area Rugs Production Value Market Share by Type (2018-2029)
Figure 41. World Residential Area Rugs Average Price by Type (2018-2029) & (US$/Unit)
Figure 42. World Residential Area Rugs Production Value by Sales Channel, (USD Million), 2018 & 2022 & 2029
Figure 43. World Residential Area Rugs Production Value Market Share by Sales Channel in 2022
Figure 44. Online Sales
Figure 45. Offline Sales
Figure 46. World Residential Area Rugs Production Market Share by Sales Channel (2018-2029)
Figure 47. World Residential Area Rugs Production Value Market Share by Sales Channel (2018-2029)
Figure 48. World Residential Area Rugs Average Price by Sales Channel (2018-2029) & (US$/Unit)
Figure 49. Residential Area Rugs Industry Chain
Figure 50. Residential Area Rugs Procurement Model
Figure 51. Residential Area Rugs Sales Model
Figure 52. Residential Area Rugs Sales Channels, Direct Sales, and Distribution
Figure 53. Methodology
Figure 54. Research Process and Data Source


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