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Global Liquiritigenin Market Research Report 2023

  • 15 February 2023
  • Chemicals and Materials
  • 85 Pages
  • Report code : 24WT-7567313

Liquiritigenin Market

1 Liquiritigenin Market Overview
1.1 Product Overview and Scope of Liquiritigenin
1.2 Liquiritigenin Segment by Type
1.2.1 Global Liquiritigenin Market Size Growth Rate Analysis by Type 2023 VS 2032
1.2.2 99% Purity
1.2.3 98% Purity
1.2.4 Other
1.3 Liquiritigenin Segment by Application
1.3.1 Global Liquiritigenin Consumption Comparison by Application: 2023 VS 2032
1.3.2 Agriculture
1.3.3 Pharmaceutical
1.3.4 Food
1.3.5 Other
1.4 Global Market Growth Prospects
1.4.1 Global Liquiritigenin Revenue Estimates and Forecasts (2018-2032)
1.4.2 Global Liquiritigenin Production Capacity Estimates and Forecasts (2018-2032)
1.4.3 Global Liquiritigenin Production Estimates and Forecasts (2018-2032)
1.5 Global Market Size by Region
1.5.1 Global Liquiritigenin Market Size Estimates and Forecasts by Region: 2018 VS 2022 VS 2032
1.5.2 North America Liquiritigenin Estimates and Forecasts (2018-2032)
1.5.3 Europe Liquiritigenin Estimates and Forecasts (2018-2032)
1.5.4 China Liquiritigenin Estimates and Forecasts (2018-2032)
1.5.5 Japan Liquiritigenin Estimates and Forecasts (2018-2032)
2 Market Competition by Manufacturers
2.1 Global Liquiritigenin Production Capacity Market Share by Manufacturers (2018-2023)
2.2 Global Liquiritigenin Revenue Market Share by Manufacturers (2018-2023)
2.3 Liquiritigenin Market Share by Company Type (Tier 1, Tier 2 and Tier 3)
2.4 Global Liquiritigenin Average Price by Manufacturers (2018-2023)
2.5 Manufacturers Liquiritigenin Production Sites, Area Served, Product Types
2.6 Liquiritigenin Market Competitive Situation and Trends
2.6.1 Liquiritigenin Market Concentration Rate
2.6.2 Global 5 and 10 Largest Liquiritigenin Players Market Share by Revenue
2.6.3 Mergers & Acquisitions, Expansion
3 Production Capacity by Region
3.1 Global Production Capacity of Liquiritigenin Market Share by Region (2018-2023)
3.2 Global Liquiritigenin Revenue Market Share by Region (2018-2023)
3.3 Global Liquiritigenin Production Capacity, Revenue, Price and Gross Margin (2018-2023)
3.4 North America Liquiritigenin Production
3.4.1 North America Liquiritigenin Production Growth Rate (2018-2023)
3.4.2 North America Liquiritigenin Production Capacity, Revenue, Price and Gross Margin (2018-2023)
3.5 Europe Liquiritigenin Production
3.5.1 Europe Liquiritigenin Production Growth Rate (2018-2023)
3.5.2 Europe Liquiritigenin Production Capacity, Revenue, Price and Gross Margin (2018-2023)
3.6 China Liquiritigenin Production
3.6.1 China Liquiritigenin Production Growth Rate (2018-2023)
3.6.2 China Liquiritigenin Production Capacity, Revenue, Price and Gross Margin (2018-2023)
3.7 Japan Liquiritigenin Production
3.7.1 Japan Liquiritigenin Production Growth Rate (2018-2023)
3.7.2 Japan Liquiritigenin Production Capacity, Revenue, Price and Gross Margin (2018-2023)
4 Global Liquiritigenin Consumption by Region
4.1 Global Liquiritigenin Consumption by Region
4.1.1 Global Liquiritigenin Consumption by Region
4.1.2 Global Liquiritigenin Consumption Market Share by Region
4.2 North America
4.2.1 North America Liquiritigenin Consumption by Country
4.2.2 U.S.
4.2.3 Canada
4.3 Europe
4.3.1 Europe Liquiritigenin Consumption by Country
4.3.2 Germany
4.3.3 France
4.3.4 U.K.
4.3.5 Italy
4.3.6 Russia
4.4 Asia Pacific
4.4.1 Asia Pacific Liquiritigenin Consumption by Region
4.4.2 China
4.4.3 Japan
4.4.4 South Korea
4.4.5 China Taiwan
4.4.6 Southeast Asia
4.4.7 India
4.4.8 Australia
4.5 Latin America
4.5.1 Latin America Liquiritigenin Consumption by Country
4.5.2 Mexico
4.5.3 Brazil
5 Segment by Type
5.1 Global Liquiritigenin Production Market Share by Type (2018-2023)
5.2 Global Liquiritigenin Revenue Market Share by Type (2018-2023)
5.3 Global Liquiritigenin Price by Type (2018-2023)
6 Segment by Application
6.1 Global Liquiritigenin Production Market Share by Application (2018-2023)
6.2 Global Liquiritigenin Revenue Market Share by Application (2018-2023)
6.3 Global Liquiritigenin Price by Application (2018-2023)
7 Key Companies Profiled
7.1 Tocris Bioscience
7.1.1 Tocris Bioscience Liquiritigenin Corporation Information
7.1.2 Tocris Bioscience Liquiritigenin Product Portfolio
7.1.3 Tocris Bioscience Liquiritigenin Production Capacity, Revenue, Price and Gross Margin (2018-2023)
7.1.4 Tocris Bioscience Main Business and Markets Served
7.1.5 Tocris Bioscience Recent Developments/Updates
7.2 ChemFaces
7.2.1 ChemFaces Liquiritigenin Corporation Information
7.2.2 ChemFaces Liquiritigenin Product Portfolio
7.2.3 ChemFaces Liquiritigenin Production Capacity, Revenue, Price and Gross Margin (2018-2023)
7.2.4 ChemFaces Main Business and Markets Served
7.2.5 ChemFaces Recent Developments/Updates
7.3 Merck
7.3.1 Merck Liquiritigenin Corporation Information
7.3.2 Merck Liquiritigenin Product Portfolio
7.3.3 Merck Liquiritigenin Production Capacity, Revenue, Price and Gross Margin (2018-2023)
7.3.4 Merck Main Business and Markets Served
7.3.5 Merck Recent Developments/Updates
7.4 Santa Cruz Biotechnology, Inc.
7.4.1 Santa Cruz Biotechnology, Inc. Liquiritigenin Corporation Information
7.4.2 Santa Cruz Biotechnology, Inc. Liquiritigenin Product Portfolio
7.4.3 Santa Cruz Biotechnology, Inc. Liquiritigenin Production Capacity, Revenue, Price and Gross Margin (2018-2023)
7.4.4 Santa Cruz Biotechnology, Inc. Main Business and Markets Served
7.4.5 Santa Cruz Biotechnology, Inc. Recent Developments/Updates
7.5 Jinan Boss Chemical Industry Co
7.5.1 Jinan Boss Chemical Industry Co Liquiritigenin Corporation Information
7.5.2 Jinan Boss Chemical Industry Co Liquiritigenin Product Portfolio
7.5.3 Jinan Boss Chemical Industry Co Liquiritigenin Production Capacity, Revenue, Price and Gross Margin (2018-2023)
7.5.4 Jinan Boss Chemical Industry Co Main Business and Markets Served
7.5.5 Jinan Boss Chemical Industry Co Recent Developments/Updates
7.6 Excolla Pharma Inc
7.6.1 Excolla Pharma Inc Liquiritigenin Corporation Information
7.6.2 Excolla Pharma Inc Liquiritigenin Product Portfolio
7.6.3 Excolla Pharma Inc Liquiritigenin Production Capacity, Revenue, Price and Gross Margin (2018-2023)
7.6.4 Excolla Pharma Inc Main Business and Markets Served
7.6.5 Excolla Pharma Inc Recent Developments/Updates
8 Liquiritigenin Manufacturing Cost Analysis
8.1 Liquiritigenin Key Raw Materials Analysis
8.1.1 Key Raw Materials
8.1.2 Key Suppliers of Raw Materials
8.2 Proportion of Manufacturing Cost Structure
8.3 Manufacturing Process Analysis of Liquiritigenin
8.4 Liquiritigenin Industrial Chain Analysis
9 Marketing Channel, Distributors and Customers
9.1 Marketing Channel
9.2 Liquiritigenin Distributors List
9.3 Liquiritigenin Customers
10 Market Dynamics
10.1 Liquiritigenin Industry Trends
10.2 Liquiritigenin Market Drivers
10.3 Liquiritigenin Market Challenges
10.4 Liquiritigenin Market Restraints
11 Production and Supply Forecast
11.1 Global Forecasted Production of Liquiritigenin by Region (2023-2032)
11.2 North America Liquiritigenin Production, Revenue Forecast (2023-2032)
11.3 Europe Liquiritigenin Production, Revenue Forecast (2023-2032)
11.4 China Liquiritigenin Production, Revenue Forecast (2023-2032)
11.5 Japan Liquiritigenin Production, Revenue Forecast (2023-2032)
12 Consumption and Demand Forecast
12.1 Global Forecasted Demand Analysis of Liquiritigenin
12.2 North America Forecasted Consumption of Liquiritigenin by Country
12.3 Europe Market Forecasted Consumption of Liquiritigenin by Country
12.4 Asia Pacific Market Forecasted Consumption of Liquiritigenin by Region
12.5 Latin America Forecasted Consumption of Liquiritigenin by Country
13 Forecast by Type and by Application (2023-2032)
13.1 Global Production, Revenue and Price Forecast by Type (2023-2032)
13.1.1 Global Forecasted Production of Liquiritigenin by Type (2023-2032)
13.1.2 Global Forecasted Revenue of Liquiritigenin by Type (2023-2032)
13.1.3 Global Forecasted Price of Liquiritigenin by Type (2023-2032)
13.2 Global Forecasted Consumption of Liquiritigenin by Application (2023-2032)
13.2.1 Global Forecasted Production of Liquiritigenin by Application (2023-2032)
13.2.2 Global Forecasted Revenue of Liquiritigenin by Application (2023-2032)
13.2.3 Global Forecasted Price of Liquiritigenin by Application (2023-2032)
14 Research Finding and Conclusion
15 Methodology and Data Source
15.1 Methodology/Research Approach
15.1.1 Research Programs/Design
15.1.2 Market Size Estimation
15.1.3 Market Breakdown and Data Triangulation
15.2 Data Source
15.2.1 Secondary Sources
15.2.2 Primary Sources
15.3 Author List
15.4 Disclaimer
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List of Tables
Table 1. Global Liquiritigenin Market Size by Type (K MT) & (US$ Million) (2023 VS 2032)
Table 2. Global Liquiritigenin Market Size by Application (K MT) & (US$ Million) (2023 VS 2032)
Table 3. Liquiritigenin Market Size Comparison by Region: 2018 VS 2022 VS 2032
Table 4. Global Liquiritigenin Production Capacity by Manufacturers (2018-2023) & (K MT)
Table 5. Global Liquiritigenin Production (K MT) by Manufacturers (2018-2023)
Table 6. Global Liquiritigenin Production Market Share by Manufacturers (2018-2023)
Table 7. Global Liquiritigenin Revenue by Manufacturers (2018-2023) & (US$ Million)
Table 8. Global Liquiritigenin Revenue Share by Manufacturers (2018-2023)
Table 9. Company Type (Tier 1, Tier 2 and Tier 3) & (based on the Revenue in Liquiritigenin as of 2022)
Table 10. Global Market Liquiritigenin Average Price (USD/MT) of Key Manufacturers (2018-2023)
Table 11. Manufacturers Liquiritigenin Production Sites and Area Served
Table 12. Manufacturers Liquiritigenin Product Types
Table 13. Global Liquiritigenin Manufacturers Market Concentration Ratio (CR5 and HHI)
Table 14. Mergers & Acquisitions, Expansion
Table 15. Global Liquiritigenin Production Capacity (K MT) by Region (2018-2023)
Table 16. Global Liquiritigenin Production (K MT) by Region (2018-2023)
Table 17. Global Liquiritigenin Revenue (US$ Million) by Region (2018-2023)
Table 18. Global Liquiritigenin Revenue Market Share by Region (2018-2023)
Table 19. Global Liquiritigenin Production Capacity (K MT), Revenue (US$ Million), Price (USD/MT) and Gross Margin (2018-2023)
Table 20. North America Liquiritigenin Production Capacity (K MT), Revenue (US$ Million), Price (USD/MT) and Gross Margin (2018-2023)
Table 21. Europe Liquiritigenin Production (K MT), Revenue (US$ Million), Price (USD/MT) and Gross Margin (2018-2023)
Table 22. China Liquiritigenin Production Capacity (K MT), Revenue (US$ Million), Price (USD/MT) and Gross Margin (2018-2023)
Table 23. Japan Liquiritigenin Production Capacity (K MT), Revenue (US$ Million), Price (USD/MT) and Gross Margin (2018-2023)
Table 24. Global Liquiritigenin Consumption Market by Region (2018-2023) & (K MT)
Table 25. Global Liquiritigenin Consumption Market Share by Region (2018-2023)
Table 26. North America Liquiritigenin Consumption by Country (2018-2023) & (K MT)
Table 27. Europe Liquiritigenin Consumption by Country (2018-2023) & (K MT)
Table 28. Asia Pacific Liquiritigenin Consumption by Region (2018-2023) & (K MT)
Table 29. Latin America Liquiritigenin Consumption by Country (2018-2023) & (K MT)
Table 30. Global Liquiritigenin Production (K MT) by Type (2018-2023)
Table 31. Global Liquiritigenin Production Market Share by Type (2018-2023)
Table 32. Global Liquiritigenin Revenue (US$ Million) by Type (2018-2023)
Table 33. Global Liquiritigenin Revenue Share by Type (2018-2023)
Table 34. Global Liquiritigenin Price (USD/MT) by Type (2018-2023)
Table 35. Global Liquiritigenin Production by Application (2018-2023) & (K MT)
Table 36. Global Liquiritigenin Production Market Share by Application (2018-2023)
Table 37. Global Liquiritigenin Revenue (US$ Million) by Application (2018-2023)
Table 38. Global Liquiritigenin Revenue Share by Application (2018-2023)
Table 39. Global Liquiritigenin Price (USD/MT) by Application (2018-2023)
Table 40. Tocris Bioscience Liquiritigenin Corporation Information
Table 41. Tocris Bioscience Specification and Application
Table 42. Tocris Bioscience Liquiritigenin Production Capacity (K MT), Revenue (US$ Million), Price (USD/MT) and Gross Margin (2018-2023)
Table 43. Tocris Bioscience Main Business and Markets Served
Table 44. Tocris Bioscience Recent Developments/Updates
Table 45. ChemFaces Liquiritigenin Corporation Information
Table 46. ChemFaces Specification and Application
Table 47. ChemFaces Liquiritigenin Production Capacity (K MT), Revenue (US$ Million), Price (USD/MT) and Gross Margin (2018-2023)
Table 48. ChemFaces Main Business and Markets Served
Table 49. ChemFaces Recent Developments/Updates
Table 50. Merck Liquiritigenin Corporation Information
Table 51. Merck Specification and Application
Table 52. Merck Liquiritigenin Production Capacity (K MT), Revenue (US$ Million), Price (USD/MT) and Gross Margin (2018-2023)
Table 53. Merck Main Business and Markets Served
Table 54. Merck Recent Developments/Updates
Table 55. Santa Cruz Biotechnology, Inc. Liquiritigenin Corporation Information
Table 56. Santa Cruz Biotechnology, Inc. Specification and Application
Table 57. Santa Cruz Biotechnology, Inc. Liquiritigenin Production Capacity (K MT), Revenue (US$ Million), Price (USD/MT) and Gross Margin (2018-2023)
Table 58. Santa Cruz Biotechnology, Inc. Main Business and Markets Served
Table 59. Santa Cruz Biotechnology, Inc. Recent Developments/Updates
Table 60. Jinan Boss Chemical Industry Co Liquiritigenin Corporation Information
Table 61. Jinan Boss Chemical Industry Co Specification and Application
Table 62. Jinan Boss Chemical Industry Co Liquiritigenin Production Capacity (K MT), Revenue (US$ Million), Price (USD/MT) and Gross Margin (2018-2023)
Table 63. Jinan Boss Chemical Industry Co Main Business and Markets Served
Table 64. Jinan Boss Chemical Industry Co Recent Developments/Updates
Table 65. Excolla Pharma Inc Liquiritigenin Corporation Information
Table 66. Excolla Pharma Inc Specification and Application
Table 67. Excolla Pharma Inc Liquiritigenin Production Capacity (K MT), Revenue (US$ Million), Price (USD/MT) and Gross Margin (2018-2023)
Table 68. Excolla Pharma Inc Main Business and Markets Served
Table 69. Excolla Pharma Inc Recent Developments/Updates
Table 70. Production Base and Market Concentration Rate of Raw Material
Table 71. Key Suppliers of Raw Materials
Table 72. Liquiritigenin Distributors List
Table 73. Liquiritigenin Customers List
Table 74. Liquiritigenin Market Trends
Table 75. Liquiritigenin Market Drivers
Table 76. Liquiritigenin Market Challenges
Table 77. Liquiritigenin Market Restraints
Table 78. Global Liquiritigenin Production (K MT) Forecast by Region (2023-2032)
Table 79. North America Liquiritigenin Consumption Forecast by Country (2023-2032) & (K MT)
Table 80. Europe Liquiritigenin Consumption Forecast by Country (2023-2032) & (K MT)
Table 81. Asia Pacific Liquiritigenin Consumption Forecast by Region (2023-2032) & (K MT)
Table 82. Latin America Liquiritigenin Consumption Forecast by Country (2023-2032) & (K MT)
Table 83. Global Liquiritigenin Production Forecast by Type (2023-2032) & (K MT)
Table 84. Global Liquiritigenin Revenue Forecast by Type (2023-2032) & (US$ Million)
Table 85. Global Liquiritigenin Price Forecast by Type (2023-2032) & (USD/MT)
Table 86. Global Liquiritigenin Production Forecast by Application (2023-2032) & (K MT)
Table 87. Global Liquiritigenin Revenue Forecast by Application (2023-2032) & (US$ Million)
Table 88. Global Liquiritigenin Price Forecast by Application (2023-2032) & (USD/MT)
Table 89. Research Programs/Design for This Report
Table 90. Key Data Information from Secondary Sources
Table 91. Key Data Information from Primary Sources
List of Figures
Figure 1. Product Picture of Liquiritigenin
Figure 2. Global Liquiritigenin Market Share by Type: 2023 VS 2032
Figure 3. 99% Purity Product Picture
Figure 4. 98% Purity Product Picture
Figure 5. Other Product Picture
Figure 6. Global Liquiritigenin Market Share by Application: 2023 VS 2032
Figure 7. Agriculture
Figure 8. Pharmaceutical
Figure 9. Food
Figure 10. Other
Figure 11. Global Liquiritigenin Revenue (US$ Million), 2018 VS 2022 VS 2032
Figure 12. Global Liquiritigenin Revenue (US$ Million) (2018-2032)
Figure 13. Global Liquiritigenin Production Capacity (K MT) & (2018-2032)
Figure 14. Global Liquiritigenin Production (K MT) & (2018-2032)
Figure 15. North America Liquiritigenin Revenue (US$ Million) and Growth Rate (2018-2032)
Figure 16. Europe Liquiritigenin Revenue (US$ Million) and Growth Rate (2018-2032)
Figure 17. China Liquiritigenin Revenue (US$ Million) and Growth Rate (2018-2032)
Figure 18. Japan Liquiritigenin Revenue (US$ Million) and Growth Rate (2018-2032)
Figure 19. Liquiritigenin Production Share by Manufacturers in 2022
Figure 20. Global Liquiritigenin Revenue Share by Manufacturers in 2022
Figure 21. Liquiritigenin Market Share by Company Type (Tier 1, Tier 2 and Tier 3): 2018 VS 2022
Figure 22. Global Market Liquiritigenin Average Price (USD/MT) of Key Manufacturers in 2022
Figure 23. The Global 5 and 10 Largest Players: Market Share by Liquiritigenin Revenue in 2022
Figure 24. Global Liquiritigenin Production Market Share by Region (2018-2023)
Figure 25. North America Liquiritigenin Production (K MT) Growth Rate (2018-2023)
Figure 26. Europe Liquiritigenin Production (K MT) Growth Rate (2018-2023)
Figure 27. China Liquiritigenin Production (K MT) Growth Rate (2018-2023)
Figure 28. Japan Liquiritigenin Production (K MT) Growth Rate (2018-2023)
Figure 29. Global Liquiritigenin Consumption Market Share by Region (2018-2023)
Figure 30. North America Liquiritigenin Consumption and Growth Rate (2018-2023) & (K MT)
Figure 31. North America Liquiritigenin Consumption Market Share by Country in 2022
Figure 32. Canada Liquiritigenin Consumption Growth Rate (2018-2023) & (K MT)
Figure 33. U.S. Liquiritigenin Consumption Growth Rate (2018-2023) & (K MT)
Figure 34. Europe Liquiritigenin Consumption Growth Rate (2018-2023) & (K MT)
Figure 35. Europe Liquiritigenin Consumption Market Share by Country in 2022
Figure 36. Germany Liquiritigenin Consumption and Growth Rate (2018-2023) & (K MT)
Figure 37. France Liquiritigenin Consumption and Growth Rate (2018-2023) & (K MT)
Figure 38. U.K. Liquiritigenin Consumption and Growth Rate (2018-2023) & (K MT)
Figure 39. Italy Liquiritigenin Consumption and Growth Rate (2018-2023) & (K MT)
Figure 40. Russia Liquiritigenin Consumption and Growth Rate (2018-2023) & (K MT)
Figure 41. Asia Pacific Liquiritigenin Consumption and Growth Rate (2018-2023) & (K MT)
Figure 42. Asia Pacific Liquiritigenin Consumption Market Share by Regions in 2022
Figure 43. China Liquiritigenin Consumption and Growth Rate (2018-2023) & (K MT)
Figure 44. Japan Liquiritigenin Consumption and Growth Rate (2018-2023) & (K MT)
Figure 45. South Korea Liquiritigenin Consumption and Growth Rate (2018-2023) & (K MT)
Figure 46. China Taiwan Liquiritigenin Consumption and Growth Rate (2018-2023) & (K MT)
Figure 47. Southeast Asia Liquiritigenin Consumption and Growth Rate (2018-2023) & (K MT)
Figure 48. India Liquiritigenin Consumption and Growth Rate (2018-2023) & (K MT)
Figure 49. Australia Liquiritigenin Consumption and Growth Rate (2018-2023) & (K MT)
Figure 50. Latin America Liquiritigenin Consumption and Growth Rate (2018-2023) & (K MT)
Figure 51. Latin America Liquiritigenin Consumption Market Share by Country in 2022
Figure 52. Mexico Liquiritigenin Consumption and Growth Rate (2018-2023) & (K MT)
Figure 53. Brazil Liquiritigenin Consumption and Growth Rate (2018-2023) & (K MT)
Figure 54. Production Market Share of Liquiritigenin by Type (2018-2023)
Figure 55. Production Market Share of Liquiritigenin by Type in 2022
Figure 56. Revenue Share of Liquiritigenin by Type (2018-2023)
Figure 57. Revenue Market Share of Liquiritigenin by Type in 2022
Figure 58. Production Market Share of Liquiritigenin by Application (2018-2023)
Figure 59. Production Market Share of Liquiritigenin by Application in 2022
Figure 60. Revenue Share of Liquiritigenin by Application (2018-2023)
Figure 61. Revenue Market Share of Liquiritigenin by Application in 2022
Figure 62. Manufacturing Cost Structure of Liquiritigenin
Figure 63. Manufacturing Process Analysis of Liquiritigenin
Figure 64. Liquiritigenin Industrial Chain Analysis
Figure 65. Channels of Distribution
Figure 66. Distributors Profiles
Figure 67. Global Liquiritigenin Production Market Share Forecast by Region (2023-2032)
Figure 68. North America Liquiritigenin Production (K MT) Growth Rate Forecast (2023-2032)
Figure 69. Europe Liquiritigenin Production (K MT) Growth Rate Forecast (2023-2032)
Figure 70. China Liquiritigenin Production (K MT) Growth Rate Forecast (2023-2032)
Figure 71. Japan Liquiritigenin Production (K MT) Growth Rate Forecast (2023-2032)
Figure 72. Global Forecasted Demand Analysis of Liquiritigenin (2018-2032) & (K MT)
Figure 73. Global Liquiritigenin Production Market Share Forecast by Type (2023-2032)
Figure 74. Global Liquiritigenin Revenue Market Share Forecast by Type (2023-2032)
Figure 75. Global Liquiritigenin Production Market Share Forecast by Application (2023-2032)
Figure 76. Global Liquiritigenin Revenue Market Share Forecast by Application (2023-2032)
Figure 77. Bottom-up and Top-down Approaches for This Report
Figure 78. Data Triangulation

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