1 Market Overview
1.1 Breast Tissue Marking Introduction
1.2 Market Analysis by Type
1.2.1 Overview: Global Breast Tissue Marking Revenue by Type: 2017 Versus 2021 Versus 2028
1.2.2 Clip
1.2.3 Wire
1.2.4 Others
1.3 Market Analysis by Application
1.3.1 Overview: Global Breast Tissue Marking Revenue by Application: 2017 Versus 2021 Versus 2028
1.3.2 Ultrasound
1.3.3 MRI
1.3.4 Stereotactic Imaging Guidance
1.4 Global Breast Tissue Marking Market Size & Forecast
1.4.1 Global Breast Tissue Marking Sales in Value (2017 & 2021 & 2028)
1.4.2 Global Breast Tissue Marking Sales in Volume (2017-2028)
1.4.3 Global Breast Tissue Marking Price (2017-2028)
1.5 Global Breast Tissue Marking Production Capacity Analysis
1.5.1 Global Breast Tissue Marking Total Production Capacity (2017-2028)
1.5.2 Global Breast Tissue Marking Production Capacity by Geographic Region
1.6 Market Drivers, Restraints and Trends
1.6.1 Breast Tissue Marking Market Drivers
1.6.2 Breast Tissue Marking Market Restraints
1.6.3 Breast Tissue Marking Trends Analysis
2 Manufacturers Profiles
2.1 SOMATEX
2.1.1 SOMATEX Details
2.1.2 SOMATEX Major Business
2.1.3 SOMATEX Breast Tissue Marking Product and Services
2.1.4 SOMATEX Breast Tissue Marking Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.2 Hologic
2.2.1 Hologic Details
2.2.2 Hologic Major Business
2.2.3 Hologic Breast Tissue Marking Product and Services
2.2.4 Hologic Breast Tissue Marking Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.3 BD
2.3.1 BD Details
2.3.2 BD Major Business
2.3.3 BD Breast Tissue Marking Product and Services
2.3.4 BD Breast Tissue Marking Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.4 Mermaid Medical
2.4.1 Mermaid Medical Details
2.4.2 Mermaid Medical Major Business
2.4.3 Mermaid Medical Breast Tissue Marking Product and Services
2.4.4 Mermaid Medical Breast Tissue Marking Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.5 Mammotome
2.5.1 Mammotome Details
2.5.2 Mammotome Major Business
2.5.3 Mammotome Breast Tissue Marking Product and Services
2.5.4 Mammotome Breast Tissue Marking Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
3 Breast Tissue Marking Breakdown Data by Manufacturer
3.1 Global Breast Tissue Marking Sales in Volume by Manufacturer (2019, 2020, 2021, and 2022)
3.2 Global Breast Tissue Marking Revenue by Manufacturer (2019, 2020, 2021, and 2022)
3.3 Key Manufacturer Market Position in Breast Tissue Marking
3.4 Market Concentration Rate
3.4.1 Top 3 Breast Tissue Marking Manufacturer Market Share in 2021
3.4.2 Top 6 Breast Tissue Marking Manufacturer Market Share in 2021
3.5 Global Breast Tissue Marking Production Capacity by Company: 2021 VS 2022
3.6 Manufacturer by Geography: Head Office and Breast Tissue Marking Production Site
3.7 New Entrant and Capacity Expansion Plans
3.8 Mergers & Acquisitions
4 Market Analysis by Region
4.1 Global Breast Tissue Marking Market Size by Region
4.1.1 Global Breast Tissue Marking Sales in Volume by Region (2017-2028)
4.1.2 Global Breast Tissue Marking Revenue by Region (2017-2028)
4.2 North America Breast Tissue Marking Revenue (2017-2028)
4.3 Europe Breast Tissue Marking Revenue (2017-2028)
4.4 Asia-Pacific Breast Tissue Marking Revenue (2017-2028)
4.5 South America Breast Tissue Marking Revenue (2017-2028)
4.6 Middle East and Africa Breast Tissue Marking Revenue (2017-2028)
5 Market Segment by Type
5.1 Global Breast Tissue Marking Sales in Volume by Type (2017-2028)
5.2 Global Breast Tissue Marking Revenue by Type (2017-2028)
5.3 Global Breast Tissue Marking Price by Type (2017-2028)
6 Market Segment by Application
6.1 Global Breast Tissue Marking Sales in Volume by Application (2017-2028)
6.2 Global Breast Tissue Marking Revenue by Application (2017-2028)
6.3 Global Breast Tissue Marking Price by Application (2017-2028)
7 North America by Country, by Type, and by Application
7.1 North America Breast Tissue Marking Sales by Type (2017-2028)
7.2 North America Breast Tissue Marking Sales by Application (2017-2028)
7.3 North America Breast Tissue Marking Market Size by Country
7.3.1 North America Breast Tissue Marking Sales in Volume by Country (2017-2028)
7.3.2 North America Breast Tissue Marking Revenue by Country (2017-2028)
7.3.3 United States Market Size and Forecast (2017-2028)
7.3.4 Canada Market Size and Forecast (2017-2028)
7.3.5 Mexico Market Size and Forecast (2017-2028)
8 Europe by Country, by Type, and by Application
8.1 Europe Breast Tissue Marking Sales by Type (2017-2028)
8.2 Europe Breast Tissue Marking Sales by Application (2017-2028)
8.3 Europe Breast Tissue Marking Market Size by Country
8.3.1 Europe Breast Tissue Marking Sales in Volume by Country (2017-2028)
8.3.2 Europe Breast Tissue Marking Revenue by Country (2017-2028)
8.3.3 Germany Market Size and Forecast (2017-2028)
8.3.4 France Market Size and Forecast (2017-2028)
8.3.5 United Kingdom Market Size and Forecast (2017-2028)
8.3.6 Russia Market Size and Forecast (2017-2028)
8.3.7 Italy Market Size and Forecast (2017-2028)
9 Asia-Pacific by Region, by Type, and by Application
9.1 Asia-Pacific Breast Tissue Marking Sales by Type (2017-2028)
9.2 Asia-Pacific Breast Tissue Marking Sales by Application (2017-2028)
9.3 Asia-Pacific Breast Tissue Marking Market Size by Region
9.3.1 Asia-Pacific Breast Tissue Marking Sales in Volume by Region (2017-2028)
9.3.2 Asia-Pacific Breast Tissue Marking Revenue by Region (2017-2028)
9.3.3 China Market Size and Forecast (2017-2028)
9.3.4 Japan Market Size and Forecast (2017-2028)
9.3.5 Korea Market Size and Forecast (2017-2028)
9.3.6 India Market Size and Forecast (2017-2028)
9.3.7 Southeast Asia Market Size and Forecast (2017-2028)
9.3.8 Australia Market Size and Forecast (2017-2028)
10 South America by Region, by Type, and by Application
10.1 South America Breast Tissue Marking Sales by Type (2017-2028)
10.2 South America Breast Tissue Marking Sales by Application (2017-2028)
10.3 South America Breast Tissue Marking Market Size by Country
10.3.1 South America Breast Tissue Marking Sales in Volume by Country (2017-2028)
10.3.2 South America Breast Tissue Marking Revenue by Country (2017-2028)
10.3.3 Brazil Market Size and Forecast (2017-2028)
10.3.4 Argentina Market Size and Forecast (2017-2028)
11 Middle East & Africa by Country, by Type, and by Application
11.1 Middle East & Africa Breast Tissue Marking Sales by Type (2017-2028)
11.2 Middle East & Africa Breast Tissue Marking Sales by Application (2017-2028)
11.3 Middle East & Africa Breast Tissue Marking Market Size by Country
11.3.1 Middle East & Africa Breast Tissue Marking Sales in Volume by Country (2017-2028)
11.3.2 Middle East & Africa Breast Tissue Marking Revenue by Country (2017-2028)
11.3.3 Turkey Market Size and Forecast (2017-2028)
11.3.4 Egypt Market Size and Forecast (2017-2028)
11.3.5 Saudi Arabia Market Size and Forecast (2017-2028)
11.3.6 South Africa Market Size and Forecast (2017-2028)
12 Raw Material and Industry Chain
12.1 Raw Material of Breast Tissue Marking and Key Manufacturers
12.2 Manufacturing Costs Percentage of Breast Tissue Marking
12.3 Breast Tissue Marking Production Process
12.4 Breast Tissue Marking Industrial Chain
13 Sales Channel, Distributors, Traders and Dealers
13.1 Sales Channel
13.1.1 Direct Marketing
13.1.2 Indirect Marketing
13.2 Breast Tissue Marking Typical Distributors
13.3 Breast Tissue Marking Typical Customers
14 Research Findings and Conclusion
15 Appendix
15.1 Methodology
15.2 Research Process and Data Source
15.3 Disclaimer
Table 1. Global Breast Tissue Marking Revenue by Type, (USD Million), 2017 & 2021 & 2028
Table 2. Global Breast Tissue Marking Revenue by Application, (USD Million), 2017 & 2021 & 2028
Table 3. SOMATEX Basic Information, Manufacturing Base and Competitors
Table 4. SOMATEX Major Business
Table 5. SOMATEX Breast Tissue Marking Product and Services
Table 6. SOMATEX Breast Tissue Marking Sales (K Units), Price (USD/Unit), Revenue (USD Million), Gross Margin and Market Share (2019, 2020, 2021, and 2022)
Table 7. Hologic Basic Information, Manufacturing Base and Competitors
Table 8. Hologic Major Business
Table 9. Hologic Breast Tissue Marking Product and Services
Table 10. Hologic Breast Tissue Marking Sales (K Units), Price (USD/Unit), Revenue (USD Million), Gross Margin and Market Share (2019, 2020, 2021, and 2022)
Table 11. BD Basic Information, Manufacturing Base and Competitors
Table 12. BD Major Business
Table 13. BD Breast Tissue Marking Product and Services
Table 14. BD Breast Tissue Marking Sales (K Units), Price (USD/Unit), Revenue (USD Million), Gross Margin and Market Share (2019, 2020, 2021, and 2022)
Table 15. Mermaid Medical Basic Information, Manufacturing Base and Competitors
Table 16. Mermaid Medical Major Business
Table 17. Mermaid Medical Breast Tissue Marking Product and Services
Table 18. Mermaid Medical Breast Tissue Marking Sales (K Units), Price (USD/Unit), Revenue (USD Million), Gross Margin and Market Share (2019, 2020, 2021, and 2022)
Table 19. Mammotome Basic Information, Manufacturing Base and Competitors
Table 20. Mammotome Major Business
Table 21. Mammotome Breast Tissue Marking Product and Services
Table 22. Mammotome Breast Tissue Marking Sales (K Units), Price (USD/Unit), Revenue (USD Million), Gross Margin and Market Share (2019, 2020, 2021, and 2022)
Table 23. Global Breast Tissue Marking Sales by Manufacturer (2019, 2020, 2021, and 2022) & (K Units)
Table 24. Global Breast Tissue Marking Revenue by Manufacturer (2019, 2020, 2021, and 2022) & (USD Million)
Table 25. Market Position of Manufacturers in Breast Tissue Marking, (Tier 1, Tier 2, and Tier 3), Based on Revenue in 2021
Table 26. Global Breast Tissue Marking Production Capacity by Company, (K Units): 2020 VS 2021
Table 27. Head Office and Breast Tissue Marking Production Site of Key Manufacturer
Table 28. Breast Tissue Marking New Entrant and Capacity Expansion Plans
Table 29. Breast Tissue Marking Mergers & Acquisitions in the Past Five Years
Table 30. Global Breast Tissue Marking Sales by Region (2017-2022) & (K Units)
Table 31. Global Breast Tissue Marking Sales by Region (2023-2028) & (K Units)
Table 32. Global Breast Tissue Marking Revenue by Region (2017-2022) & (USD Million)
Table 33. Global Breast Tissue Marking Revenue by Region (2023-2028) & (USD Million)
Table 34. Global Breast Tissue Marking Sales by Type (2017-2022) & (K Units)
Table 35. Global Breast Tissue Marking Sales by Type (2023-2028) & (K Units)
Table 36. Global Breast Tissue Marking Revenue by Type (2017-2022) & (USD Million)
Table 37. Global Breast Tissue Marking Revenue by Type (2023-2028) & (USD Million)
Table 38. Global Breast Tissue Marking Price by Type (2017-2022) & (USD/Unit)
Table 39. Global Breast Tissue Marking Price by Type (2023-2028) & (USD/Unit)
Table 40. Global Breast Tissue Marking Sales by Application (2017-2022) & (K Units)
Table 41. Global Breast Tissue Marking Sales by Application (2023-2028) & (K Units)
Table 42. Global Breast Tissue Marking Revenue by Application (2017-2022) & (USD Million)
Table 43. Global Breast Tissue Marking Revenue by Application (2023-2028) & (USD Million)
Table 44. Global Breast Tissue Marking Price by Application (2017-2022) & (USD/Unit)
Table 45. Global Breast Tissue Marking Price by Application (2023-2028) & (USD/Unit)
Table 46. North America Breast Tissue Marking Sales by Country (2017-2022) & (K Units)
Table 47. North America Breast Tissue Marking Sales by Country (2023-2028) & (K Units)
Table 48. North America Breast Tissue Marking Revenue by Country (2017-2022) & (USD Million)
Table 49. North America Breast Tissue Marking Revenue by Country (2023-2028) & (USD Million)
Table 50. North America Breast Tissue Marking Sales by Type (2017-2022) & (K Units)
Table 51. North America Breast Tissue Marking Sales by Type (2023-2028) & (K Units)
Table 52. North America Breast Tissue Marking Sales by Application (2017-2022) & (K Units)
Table 53. North America Breast Tissue Marking Sales by Application (2023-2028) & (K Units)
Table 54. Europe Breast Tissue Marking Sales by Country (2017-2022) & (K Units)
Table 55. Europe Breast Tissue Marking Sales by Country (2023-2028) & (K Units)
Table 56. Europe Breast Tissue Marking Revenue by Country (2017-2022) & (USD Million)
Table 57. Europe Breast Tissue Marking Revenue by Country (2023-2028) & (USD Million)
Table 58. Europe Breast Tissue Marking Sales by Type (2017-2022) & (K Units)
Table 59. Europe Breast Tissue Marking Sales by Type (2023-2028) & (K Units)
Table 60. Europe Breast Tissue Marking Sales by Application (2017-2022) & (K Units)
Table 61. Europe Breast Tissue Marking Sales by Application (2023-2028) & (K Units)
Table 62. Asia-Pacific Breast Tissue Marking Sales by Region (2017-2022) & (K Units)
Table 63. Asia-Pacific Breast Tissue Marking Sales by Region (2023-2028) & (K Units)
Table 64. Asia-Pacific Breast Tissue Marking Revenue by Region (2017-2022) & (USD Million)
Table 65. Asia-Pacific Breast Tissue Marking Revenue by Region (2023-2028) & (USD Million)
Table 66. Asia-Pacific Breast Tissue Marking Sales by Type (2017-2022) & (K Units)
Table 67. Asia-Pacific Breast Tissue Marking Sales by Type (2023-2028) & (K Units)
Table 68. Asia-Pacific Breast Tissue Marking Sales by Application (2017-2022) & (K Units)
Table 69. Asia-Pacific Breast Tissue Marking Sales by Application (2023-2028) & (K Units)
Table 70. South America Breast Tissue Marking Sales by Country (2017-2022) & (K Units)
Table 71. South America Breast Tissue Marking Sales by Country (2023-2028) & (K Units)
Table 72. South America Breast Tissue Marking Revenue by Country (2017-2022) & (USD Million)
Table 73. South America Breast Tissue Marking Revenue by Country (2023-2028) & (USD Million)
Table 74. South America Breast Tissue Marking Sales by Type (2017-2022) & (K Units)
Table 75. South America Breast Tissue Marking Sales by Type (2023-2028) & (K Units)
Table 76. South America Breast Tissue Marking Sales by Application (2017-2022) & (K Units)
Table 77. South America Breast Tissue Marking Sales by Application (2023-2028) & (K Units)
Table 78. Middle East & Africa Breast Tissue Marking Sales by Region (2017-2022) & (K Units)
Table 79. Middle East & Africa Breast Tissue Marking Sales by Region (2023-2028) & (K Units)
Table 80. Middle East & Africa Breast Tissue Marking Revenue by Region (2017-2022) & (USD Million)
Table 81. Middle East & Africa Breast Tissue Marking Revenue by Region (2023-2028) & (USD Million)
Table 82. Middle East & Africa Breast Tissue Marking Sales by Type (2017-2022) & (K Units)
Table 83. Middle East & Africa Breast Tissue Marking Sales by Type (2023-2028) & (K Units)
Table 84. Middle East & Africa Breast Tissue Marking Sales by Application (2017-2022) & (K Units)
Table 85. Middle East & Africa Breast Tissue Marking Sales by Application (2023-2028) & (K Units)
Table 86. Breast Tissue Marking Raw Material
Table 87. Key Manufacturers of Breast Tissue Marking Raw Materials
Table 88. Direct Channel Pros & Cons
Table 89. Indirect Channel Pros & Cons
Table 90. Breast Tissue Marking Typical Distributors
Table 91. Breast Tissue Marking Typical Customers
List of Figures
Figure 1. Breast Tissue Marking Picture
Figure 2. Global Breast Tissue Marking Revenue Market Share by Type in 2021
Figure 3. Clip
Figure 4. Wire
Figure 5. Others
Figure 6. Global Breast Tissue Marking Revenue Market Share by Application in 2021
Figure 7. Ultrasound
Figure 8. MRI
Figure 9. Stereotactic Imaging Guidance
Figure 10. Global Breast Tissue Marking Revenue, (USD Million) & (K Units): 2017 & 2021 & 2028
Figure 11. Global Breast Tissue Marking Revenue and Forecast (2017-2028) & (USD Million)
Figure 12. Global Breast Tissue Marking Sales (2017-2028) & (K Units)
Figure 13. Global Breast Tissue Marking Price (2017-2028) & (USD/Unit)
Figure 14. Global Breast Tissue Marking Production Capacity (2017-2028) & (K Units)
Figure 15. Global Breast Tissue Marking Production Capacity by Geographic Region: 2022 VS 2028
Figure 16. Breast Tissue Marking Market Drivers
Figure 17. Breast Tissue Marking Market Restraints
Figure 18. Breast Tissue Marking Market Trends
Figure 19. Global Breast Tissue Marking Sales Market Share by Manufacturer in 2021
Figure 20. Global Breast Tissue Marking Revenue Market Share by Manufacturer in 2021
Figure 21. Breast Tissue Marking Market Share by Company Type (Tier 1, Tier 2, and Tier 3) in 2021
Figure 22. Top 3 Breast Tissue Marking Manufacturer (Revenue) Market Share in 2021
Figure 23. Top 6 Breast Tissue Marking Manufacturer (Revenue) Market Share in 2021
Figure 24. Global Breast Tissue Marking Sales Market Share by Region (2017-2028)
Figure 25. Global Breast Tissue Marking Revenue Market Share by Region (2017-2028)
Figure 26. North America Breast Tissue Marking Revenue (2017-2028) & (USD Million)
Figure 27. Europe Breast Tissue Marking Revenue (2017-2028) & (USD Million)
Figure 28. Asia-Pacific Breast Tissue Marking Revenue (2017-2028) & (USD Million)
Figure 29. South America Breast Tissue Marking Revenue (2017-2028) & (USD Million)
Figure 30. Middle East & Africa Breast Tissue Marking Revenue (2017-2028) & (USD Million)
Figure 31. Global Breast Tissue Marking Sales Market Share by Type (2017-2028)
Figure 32. Global Breast Tissue Marking Revenue Market Share by Type (2017-2028)
Figure 33. Global Breast Tissue Marking Price by Type (2017-2028) & (USD/Unit)
Figure 34. Global Breast Tissue Marking Sales Market Share by Application (2017-2028)
Figure 35. Global Breast Tissue Marking Revenue Market Share by Application (2017-2028)
Figure 36. Global Breast Tissue Marking Price by Application (2017-2028) & (USD/Unit)
Figure 37. North America Breast Tissue Marking Sales Market Share by Type (2017-2028)
Figure 38. North America Breast Tissue Marking Sales Market Share by Application (2017-2028)
Figure 39. North America Breast Tissue Marking Sales Market Share by Country (2017-2028)
Figure 40. North America Breast Tissue Marking Revenue Market Share by Country (2017-2028)
Figure 41. United States Breast Tissue Marking Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 42. Canada Breast Tissue Marking Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 43. Mexico Breast Tissue Marking Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 44. Europe Breast Tissue Marking Sales Market Share by Type (2017-2028)
Figure 45. Europe Breast Tissue Marking Sales Market Share by Application (2017-2028)
Figure 46. Europe Breast Tissue Marking Sales Market Share by Country (2017-2028)
Figure 47. Europe Breast Tissue Marking Revenue Market Share by Country (2017-2028)
Figure 48. Germany Breast Tissue Marking Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 49. France Breast Tissue Marking Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 50. United Kingdom Breast Tissue Marking Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 51. Russia Breast Tissue Marking Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 52. Italy Breast Tissue Marking Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 53. Asia-Pacific Breast Tissue Marking Sales Market Share by Region (2017-2028)
Figure 54. Asia-Pacific Breast Tissue Marking Sales Market Share by Application (2017-2028)
Figure 55. Asia-Pacific Breast Tissue Marking Sales Market Share by Region (2017-2028)
Figure 56. Asia-Pacific Breast Tissue Marking Revenue Market Share by Region (2017-2028)
Figure 57. China Breast Tissue Marking Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 58. Japan Breast Tissue Marking Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 59. Korea Breast Tissue Marking Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 60. India Breast Tissue Marking Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 61. Southeast Asia Breast Tissue Marking Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 62. Australia Breast Tissue Marking Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 63. South America Breast Tissue Marking Sales Market Share by Type (2017-2028)
Figure 64. South America Breast Tissue Marking Sales Market Share by Application (2017-2028)
Figure 65. South America Breast Tissue Marking Sales Market Share by Country (2017-2028)
Figure 66. South America Breast Tissue Marking Revenue Market Share by Country (2017-2028)
Figure 67. Brazil Breast Tissue Marking Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 68. Argentina Breast Tissue Marking Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 69. Middle East & Africa Breast Tissue Marking Sales Market Share by Type (2017-2028)
Figure 70. Middle East & Africa Breast Tissue Marking Sales Market Share by Application (2017-2028)
Figure 71. Middle East & Africa Breast Tissue Marking Sales Market Share by Region (2017-2028)
Figure 72. Middle East & Africa Breast Tissue Marking Revenue Market Share by Region (2017-2028)
Figure 73. Turkey Breast Tissue Marking Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 74. Egypt Breast Tissue Marking Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 75. Saudi Arabia Breast Tissue Marking Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 76. South Africa Breast Tissue Marking Revenue and Growth Rate (2017-2028) & (USD Million)
Figure 77. Manufacturing Cost Structure Analysis of Breast Tissue Marking in 2021
Figure 78. Manufacturing Process Analysis of Breast Tissue Marking
Figure 79. Breast Tissue Marking Industrial Chain
Figure 80. Sales Channel: Direct Channel vs Indirect Channel
Figure 81. Methodology
Figure 82. Research Process and Data Source
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