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Global Bio-Surfactants Market Research Report 2019

Global Bio-Surfactants Market Research Report 2019

Publishing Date : Feb, 2019

License Type :
 

Report Code : 1412699

No of Pages : 91

Synopsis
Surfactants are usually amphiphilic organic compounds containing both hydrophobic group (tail) and hydrophilic groups (head). Bio-surfactants are surfactants in which at least one of the two groups (hydrophilic or hydrophobic) is obtained from plants, and hence, they are not necessarily 100% plant-derived. Surfactants lower the surface tension of liquids, allowing chemicals to mix more easily. Biosurfactants are produced using oleochemical (bio-based) raw materials including plant oils such as coconut and palm oils, plant carbohydrates such as sorbitol, sucrose, and glucose or from animal fats such as tallow. Oleochemical feedstock sourcing for surfactants has been changing in recent years as animal fats have lost ground for vegetable oils. Like synthetic surfactants, biosurfactants are excellent emulsifiers and maintain wetting and foaming properties, characteristics that are valued in several applications including household detergents and cosmetics industry.
Increasing consumer awareness pertaining to the usage of sustainable products and rising environmental concerns towards usage of synthetic components in formulations of surfactants should stimulate biosurfactants market size. These products have increased application outlook in personal care and food processing industries owing to superior properties including high biodegradability, antifungal, antimicrobial, low toxicity and immune response. Strong application scope in household detergents, personal care products, industrial cleaners, textiles, food processing and agricultural chemicals should drive biosurfactants market growth. The product helps in minimizing the interfacial surface tension of solutions. In addition, the product has high sustainability and shelf life over the synthetic products, which will stimulate the product demand. Stringent government regulations and policies towards the usage and substitution of petrochemical based products should propel the industry growth. Asia-Pacific is majorly dominated by China, Japan, and India. China was the largest consumer of biosurfactants in 2017, and the country is likely to continue its dominance during the forecast period. Continuous growth in population is fuelling the demand for personal care, soaps, and detergents in the country, which, in turn, is augmenting biosurfactants market. Moreover, the demand for biosurfactants in soaps and detergents was high in 2017.

The global Bio-Surfactants market is valued at xx million US$ in 2018 is expected to reach xx million US$ by the end of 2025, growing at a CAGR of xx% during 2019-2025.
This report focuses on Bio-Surfactants volume and value at global level, regional level and company level. From a global perspective, this report represents overall Bio-Surfactants market size by analyzing historical data and future prospect. Regionally, this report focuses on several key regions: North America, Europe, China and Japan.
At company level, this report focuses on the production capacity, ex-factory price, revenue and market share for each manufacturer covered in this report.

The following manufacturers are covered:

  • Akzo Nobel
  • BASF
  • Croda International
  • Ecover

Segment by Regions

  • North America
  • Europe
  • China
  • Japan

Segment by Type

  • Methyl Ester Sulfonates
  • Alkyl Polyglucosides
  • Sorbitan Esters
  • Sucrose Esters
  • Rhamnolipids

Segment by Application

  • Detergent and Fabric Softener
  • Cosmetics
  • Industrial
  • Food Processing
  • Oilfield Chemical
  • Agriculture
  • Textile
  • Pharmaceutical

Study objectives
• To analyze and research the global capacity, production, revenue, consumption, status and forecast.
• To present the key manufacturers, capacity, production, revenue, market share, and recent development.
• To focus on the global key manufacturers, to define, describe and analyze the market competition landscape,
• To define, describe and forecast the market by type, application and region.
• To analyze the global and key regions market potential and advantage, opportunity and challenge, restraints and risks.
• To identify significant trends and factors driving or inhibiting the market growth.
• To analyze the opportunities in the market for stakeholders by identifying the high growth segments.
• To strategically analyze each submarket with respect to individual growth trend and their contribution to the market.
• To analyze competitive developments such as expansions, agreements, new product launches, and acquisitions in the market
• To strategically profile the key players and comprehensively analyze their growth strategies.

Topics covered in this report are:
1. Market Overview (Segment by Type, Application, Region, Market Size, Revenue & Production)
2. Market Competition by Manufacturers (Production & Revenue Market Share, Average Price, Competitive Situation and Trends, Mergers & Acquisitions, Expansion)
3. Production & Revenue Market Share by Regions: Global, North America, Europe, China, and Japan
4. Consumption Analysis by Regions (2014-2019)
5. Production, Revenue, Price Trend, and Growth Rate by Type
6. Market Analysis by Applications: Market Share and Growth Rate (2014-2019)
7. Key Companies Profile (Product Introduction, Application, Specification, Production, Revenue, Price and Gross Margin)
8. Manufacturing Cost Analysis (Raw Material, Price, Key Suppliers, and Industrial Chain Analysis)
9. Marketing Channel, Distributors and Customers (Direct / Indirect Marketing, Distributors List, Customers)
10. Market Dynamics (Trends, Opportunities, Drivers, Challenges, and Influence Factors)
11. Market Forecast to 2025 for Production, Revenue, Growth Rate, Trends, and Forecast by Types and Applications (2019-2025)
12. Research Findings and Conclusion (Key Takeaway of the research report)
13. Methodology and Data Source

Index

Table of Contents

Executive Summary
1 Bio-Surfactants Market Overview
1.1 Product Overview and Scope of Bio-Surfactants
1.2 Bio-Surfactants Segment by Type
1.2.1 Global Bio-Surfactants Production Growth Rate Comparison by Type (2014-2025)
1.2.2 Methyl Ester Sulfonates
1.2.3 Alkyl Polyglucosides
1.2.4 Sorbitan Esters
1.2.5 Sucrose Esters
1.2.6 Rhamnolipids
1.3 Bio-Surfactants Segment by Application
1.3.1 Bio-Surfactants Consumption Comparison by Application (2014-2025)
1.3.2 Detergent and Fabric Softener
1.3.3 Cosmetics
1.3.4 Industrial
1.3.5 Food Processing
1.3.6 Oilfield Chemical
1.3.7 Agriculture
1.3.8 Textile
1.3.9 Pharmaceutical
1.4 Global Bio-Surfactants Market by Region
1.4.1 Global Bio-Surfactants Market Size Region
1.4.2 North America Status and Prospect (2014-2025)
1.4.3 Europe Status and Prospect (2014-2025)
1.4.4 China Status and Prospect (2014-2025)
1.4.5 Japan Status and Prospect (2014-2025)
1.5 Global Bio-Surfactants Market Size
1.5.1 Global Bio-Surfactants Revenue (2014-2025)
1.5.2 Global Bio-Surfactants Production (2014-2025)

2 Global Bio-Surfactants Market Competition by Manufacturers
2.1 Global Bio-Surfactants Production Market Share by Manufacturers (2014-2019)
2.2 Global Bio-Surfactants Revenue Share by Manufacturers (2014-2019)
2.3 Global Bio-Surfactants Average Price by Manufacturers (2014-2019)
2.4 Manufacturers Bio-Surfactants Production Sites, Area Served, Product Types
2.5 Bio-Surfactants Market Competitive Situation and Trends
2.5.1 Bio-Surfactants Market Concentration Rate
2.5.2 Bio-Surfactants Market Share of Top 3 and Top 5 Manufacturers
2.5.3 Mergers & Acquisitions, Expansion

3 Global Bio-Surfactants Production Market Share by Regions
3.1 Global Bio-Surfactants Production Market Share by Regions
3.2 Global Bio-Surfactants Revenue Market Share by Regions (2014-2019)
3.3 Global Bio-Surfactants Production, Revenue, Price and Gross Margin (2014-2019)
3.4 North America Bio-Surfactants Production
3.4.1 North America Bio-Surfactants Production Growth Rate (2014-2019)
3.4.2 North America Bio-Surfactants Production, Revenue, Price and Gross Margin (2014-2019)
3.5 Europe Bio-Surfactants Production
3.5.1 Europe Bio-Surfactants Production Growth Rate (2014-2019)
3.5.2 Europe Bio-Surfactants Production, Revenue, Price and Gross Margin (2014-2019)
3.6 China Bio-Surfactants Production (2014-2019)
3.6.1 China Bio-Surfactants Production Growth Rate (2014-2019)
3.6.2 China Bio-Surfactants Production, Revenue, Price and Gross Margin (2014-2019)
3.7 Japan Bio-Surfactants Production (2014-2019)
3.7.1 Japan Bio-Surfactants Production Growth Rate (2014-2019)
3.7.2 Japan Bio-Surfactants Production, Revenue, Price and Gross Margin (2014-2019)

4 Global Bio-Surfactants Consumption by Regions
4.1 Global Bio-Surfactants Consumption by Regions
4.2 North America Bio-Surfactants Consumption (2014-2019)
4.3 Europe Bio-Surfactants Consumption (2014-2019)
4.4 China Bio-Surfactants Consumption (2014-2019)
4.5 Japan Bio-Surfactants Consumption (2014-2019)

5 Global Bio-Surfactants Production, Revenue, Price Trend by Type
5.1 Global Bio-Surfactants Production Market Share by Type (2014-2019)
5.2 Global Bio-Surfactants Revenue Market Share by Type (2014-2019)
5.3 Global Bio-Surfactants Price by Type (2014-2019)
5.4 Global Bio-Surfactants Production Growth by Type (2014-2019)

6 Global Bio-Surfactants Market Analysis by Applications
6.1 Global Bio-Surfactants Consumption Market Share by Application (2014-2019)
6.2 Global Bio-Surfactants Consumption Growth Rate by Application (2014-2019)

7 Company Profiles and Key Figures in Bio-Surfactants Business
7.1 Akzo Nobel
7.1.1 Akzo Nobel Bio-Surfactants Production Sites and Area Served
7.1.2 Bio-Surfactants Product Introduction, Application and Specification
7.1.3 Akzo Nobel Bio-Surfactants Production, Revenue, Price and Gross Margin (2014-2019)
7.1.4 Main Business and Markets Served
7.2 BASF
7.2.1 BASF Bio-Surfactants Production Sites and Area Served
7.2.2 Bio-Surfactants Product Introduction, Application and Specification
7.2.3 BASF Bio-Surfactants Production, Revenue, Price and Gross Margin (2014-2019)
7.2.4 Main Business and Markets Served
7.3 Croda International
7.3.1 Croda International Bio-Surfactants Production Sites and Area Served
7.3.2 Bio-Surfactants Product Introduction, Application and Specification
7.3.3 Croda International Bio-Surfactants Production, Revenue, Price and Gross Margin (2014-2019)
7.3.4 Main Business and Markets Served
7.4 Ecover
7.4.1 Ecover Bio-Surfactants Production Sites and Area Served
7.4.2 Bio-Surfactants Product Introduction, Application and Specification
7.4.3 Ecover Bio-Surfactants Production, Revenue, Price and Gross Margin (2014-2019)
7.4.4 Main Business and Markets Served

8 Bio-Surfactants Manufacturing Cost Analysis
8.1 Bio-Surfactants Key Raw Materials Analysis
8.1.1 Key Raw Materials
8.1.2 Price Trend of Key Raw Materials
8.1.3 Key Suppliers of Raw Materials
8.2 Proportion of Manufacturing Cost Structure
8.3 Manufacturing Process Analysis of Bio-Surfactants
8.4 Bio-Surfactants Industrial Chain Analysis

9 Marketing Channel, Distributors and Customers
9.1 Marketing Channel
9.1.1 Direct Marketing
9.1.2 Indirect Marketing
9.2 Bio-Surfactants Distributors List
9.3 Bio-Surfactants Customers

10 Market Dynamics
10.1 Market Trends
10.2 Opportunities
10.3 Market Drivers
10.4 Challenges
10.5 Influence Factors

11 Global Bio-Surfactants Market Forecast
11.1 Global Bio-Surfactants Production, Revenue Forecast
11.1.1 Global Bio-Surfactants Production Growth Rate Forecast (2019-2025)
11.1.2 Global Bio-Surfactants Revenue and Growth Rate Forecast (2019-2025)
11.1.3 Global Bio-Surfactants Price and Trend Forecast (2019-2025)
11.2 Global Bio-Surfactants Production Forecast by Regions (2019-2025)
11.2.1 North America Bio-Surfactants Production, Revenue Forecast (2019-2025)
11.2.2 Europe Bio-Surfactants Production, Revenue Forecast (2019-2025)
11.2.3 China Bio-Surfactants Production, Revenue Forecast (2019-2025)
11.2.4 Japan Bio-Surfactants Production, Revenue Forecast (2019-2025)
11.3 Global Bio-Surfactants Consumption Forecast by Regions (2019-2025)
11.3.1 North America Bio-Surfactants Consumption Forecast (2019-2025)
11.3.2 Europe Bio-Surfactants Consumption Forecast (2019-2025)
11.3.3 China Bio-Surfactants Consumption Forecast (2019-2025)
11.3.4 Japan Bio-Surfactants Consumption Forecast (2019-2025)
11.4 Global Bio-Surfactants Production, Revenue and Price Forecast by Type (2019-2025)
11.5 Global Bio-Surfactants Consumption Forecast by Application (2019-2025)

12 Research Findings and Conclusion

13 Methodology and Data Source
13.1 Methodology/Research Approach
13.1.1 Research Programs/Design
13.1.2 Market Size Estimation
13.1.3 Market Breakdown and Data Triangulation
13.2 Data Source
13.2.1 Secondary Sources
13.2.2 Primary Sources
13.3 Author List
13.4 Disclaimer

List of Tables

List of Tables and Figures

Figure Picture of Bio-Surfactants
Table Global Bio-Surfactants Production (K MT) Growth Rate Comparison by Types (2014-2025)
Figure Global Bio-Surfactants Production Market Share by Types in 2018
Figure Methyl Ester Sulfonates Product Picture
Table Methyl Ester Sulfonates Major Manufacturers
Figure Alkyl Polyglucosides Product Picture
Table Alkyl Polyglucosides Major Manufacturers
Figure Sorbitan Esters Product Picture
Table Sorbitan Esters Major Manufacturers
Figure Sucrose Esters Product Picture
Table Sucrose Esters Major Manufacturers
Figure Rhamnolipids Product Picture
Table Rhamnolipids Major Manufacturers
Table Global Bio-Surfactants Consumption (K MT) Comparison by Applications (2014-2025)
Figure Global Bio-Surfactants Consumption Market Share by Applications in 2018
Figure Detergent and Fabric Softener
Figure Cosmetics
Figure Industrial
Figure Food Processing
Figure Oilfield Chemical
Figure Agriculture
Figure Textile
Figure Pharmaceutical
Table Bio-Surfactants Market Size (Million US$) Comparison by Regions (2014-2025)
Figure North America Bio-Surfactants Revenue (Million USD) and Growth Rate (2014-2025)
Figure Europe Bio-Surfactants Revenue (Million USD) and Growth Rate (2014-2025)
Figure China Bio-Surfactants Revenue (Million USD) and Growth Rate (2014-2025)
Figure Japan Bio-Surfactants Revenue (Million USD) and Growth Rate (2014-2025)
Figure Global Bio-Surfactants Revenue (Million USD) (2014-2025)
Figure Global Bio-Surfactants Production (K MT) (2014-2025)
Table Global Bio-Surfactants Production (K MT) of Key Manufacturers (2014-2019)
Table Global Bio-Surfactants Production Share by Manufacturers (2014-2019)
Figure Bio-Surfactants Production Share by Manufacturers in 2018
Table Global Bio-Surfactants Revenue (Million USD) by Manufacturers (2014-2019)
Table Global Bio-Surfactants Revenue Share by Manufacturers (2014-2019)
Figure Global Bio-Surfactants Revenue Share by Manufacturers in 2018
Table Global Market Bio-Surfactants Average Price (USD/MT) of Key Manufacturers (2014-2019)
Figure Global Market Bio-Surfactants Average Price (USD/MT) of Key Manufacturers in 2018
Table Manufacturers Bio-Surfactants Production Sites and Area Served
Table Manufacturers Bio-Surfactants Product Types
Figure Bio-Surfactants Market Share of Top 5 Manufacturers
Figure Bio-Surfactants Market Share of Top 10 Manufacturers
Table Global Bio-Surfactants Production (K MT) by Region (2014-2019)
Table Global Bio-Surfactants Production Market Share by Region (2014-2019)
Figure Global Bio-Surfactants Production Market Share by Region (2014-2019)
Figure Global Bio-Surfactants Production Market Share by Region in 2018
Table Global Bio-Surfactants Revenue (Million USD) by Region (2014-2019)
Table Global Bio-Surfactants Revenue Market Share by Region (2014-2019)
Figure Global Bio-Surfactants Revenue Market Share by Region (2014-2019)
Figure Global Bio-Surfactants Revenue Market Share by Region in 2018
Figure Global Bio-Surfactants Production (K MT) Growth Rate (2014-2019)
Table Global Bio-Surfactants Production (K MT), Revenue (Million US$), Price (USD/MT) and Gross Margin (2014-2019)
Figure North America Bio-Surfactants Production (K MT) Growth Rate (2014-2019)
Table North America Bio-Surfactants Production (K MT), Revenue (Million USD), Price (USD/MT) and Gross Margin (2014-2019)
Figure Europe Bio-Surfactants Production (K MT) Growth Rate (2014-2019)
Table Europe Bio-Surfactants Production (K MT), Revenue (Million USD), Price (USD/MT) and Gross Margin (2014-2019)
Figure China Bio-Surfactants Production (K MT) Growth Rate (2014-2019)
Table China Bio-Surfactants Production (K MT), Revenue (Million USD), Price (USD/MT) and Gross Margin (2014-2019)
Figure Japan Bio-Surfactants Production (K MT) Growth Rate (2014-2019)
Table Japan Bio-Surfactants Production (K MT), Revenue (Million USD), Price (USD/MT) and Gross Margin (2014-2019)
Table Global Bio-Surfactants Consumption (K MT) Market by Region (2014-2019)
Table Global Bio-Surfactants Consumption Market Share by Region (2014-2019)
Figure Global Bio-Surfactants Consumption Market Share by Region (2014-2019)
Figure Global Bio-Surfactants Consumption Market Share by Region in 2018
Figure North America Bio-Surfactants Consumption Growth Rate (2014-2019) (K MT)
Figure Europe Bio-Surfactants Consumption Growth Rate (2014-2019) (K MT)
Figure China Bio-Surfactants Consumption Growth Rate (2014-2019) (K MT)
Figure Japan Bio-Surfactants Consumption Growth Rate (2014-2019) (K MT)
Table Global Bio-Surfactants Production (K MT) by Type (2014-2019)
Table Global Bio-Surfactants Production Share by Type (2014-2019)
Figure Production Market Share of Bio-Surfactants by Type (2014-2019)
Figure Production Market Share of Bio-Surfactants by Type in 2018
Table Global Bio-Surfactants Revenue (Million USD) by Type (2014-2019)
Table Global Bio-Surfactants Revenue Share by Type (2014-2019)
Figure Revenue Share of Bio-Surfactants by Type (2014-2019)
Figure Revenue Market Share of Bio-Surfactants by Type in 2018
Table Global Bio-Surfactants Price (USD/MT) by Type (2014-2019)
Figure Global Bio-Surfactants Production Growth by Type (2014-2019) (K MT)
Table Global Bio-Surfactants Consumption (K MT) by Application (2014-2019)
Table Global Bio-Surfactants Consumption Market Share by Application (2014-2019)
Figure Global Bio-Surfactants Consumption Market Share by Applications (2014-2019)
Figure Global Bio-Surfactants Consumption Market Share by Application in 2018
Table Global Bio-Surfactants Consumption Growth Rate by Application (2014-2019)
Figure Global Bio-Surfactants Consumption Growth Rate by Application (2014-2019)
Table Akzo Nobel Bio-Surfactants Production Sites and Area Served
Table Akzo Nobel Product Introduction, Application and Specification
Table Akzo Nobel Bio-Surfactants Production (K MT), Revenue (Million USD), Price (USD/MT) and Gross Margin (2014-2019)
Figure Akzo Nobel Bio-Surfactants Production Growth Rate (2014-2019)
Figure Akzo Nobel Bio-Surfactants Production Market Share (2014-2019)
Figure Akzo Nobel Bio-Surfactants Revenue Market Share (2014-2019)
Table Akzo Nobel Main Business and Markets Served
Table BASF Bio-Surfactants Production Sites and Area Served
Table BASF Product Introduction, Application and Specification
Table BASF Bio-Surfactants Production (K MT), Revenue (Million USD), Price (USD/MT) and Gross Margin (2014-2019)
Figure BASF Bio-Surfactants Production Growth Rate (2014-2019)
Figure BASF Bio-Surfactants Production Market Share (2014-2019)
Figure BASF Bio-Surfactants Revenue Market Share (2014-2019)
Table BASF Main Business and Markets Served
Table Croda International Bio-Surfactants Production Sites and Area Served
Table Croda International Product Introduction, Application and Specification
Table Croda International Bio-Surfactants Production (K MT), Revenue (Million USD), Price (USD/MT) and Gross Margin (2014-2019)
Figure Croda International Bio-Surfactants Production Growth Rate (2014-2019)
Figure Croda International Bio-Surfactants Production Market Share (2014-2019)
Figure Croda International Bio-Surfactants Revenue Market Share (2014-2019)
Table Croda International Main Business and Markets Served
Table Ecover Bio-Surfactants Production Sites and Area Served
Table Ecover Product Introduction, Application and Specification
Table Ecover Bio-Surfactants Production (K MT), Revenue (Million USD), Price (USD/MT) and Gross Margin (2014-2019)
Figure Ecover Bio-Surfactants Production Growth Rate (2014-2019)
Figure Ecover Bio-Surfactants Production Market Share (2014-2019)
Figure Ecover Bio-Surfactants Revenue Market Share (2014-2019)
Table Ecover Main Business and Markets Served
Table Production Base and Market Concentration Rate of Raw Material
Figure Price Trend of Key Raw Materials
Table Key Suppliers of Raw Materials
Figure Manufacturing Cost Structure of Bio-Surfactants
Figure Manufacturing Process Analysis of Bio-Surfactants
Figure Bio-Surfactants Industrial Chain Analysis
Table Bio-Surfactants Distributors List
Table Bio-Surfactants Customers List
Table Market Key Trends
Table Key Opportunities
Table Market Key Drivers
Table Key Challenges
Table Key Influence Factors
Figure Global Bio-Surfactants Production (K MT) and Growth Rate Forecast (2019-2025)
Figure Global Bio-Surfactants Revenue (Million USD) and Growth Rate Forecast (2019-2025)
Figure Global Bio-Surfactants Price and Trend Forecast (2019-2025)
Table Global Bio-Surfactants Production (K MT) Forecast by Region (2019-2025)
Figure Global Bio-Surfactants Production Market Share Forecast by Region (2019-2025)
Figure North America Bio-Surfactants Production (K MT) and Growth Rate Forecast (2019-2025)
Figure North America Bio-Surfactants Revenue (Million USD) and Growth Rate Forecast (2019-2025)
Figure Europe Bio-Surfactants Production (K MT) and Growth Rate Forecast (2019-2025)
Figure Europe Bio-Surfactants Revenue (Million USD) and Growth Rate Forecast (2019-2025)
Figure China Bio-Surfactants Production (K MT) and Growth Rate Forecast (2019-2025)
Figure China Bio-Surfactants Revenue (Million USD) and Growth Rate Forecast (2019-2025)
Figure Japan Bio-Surfactants Production (K MT) and Growth Rate Forecast (2019-2025)
Figure Japan Bio-Surfactants Revenue (Million USD) and Growth Rate Forecast (2019-2025)
Table Global Bio-Surfactants Consumption (K MT) Forecast by Regions (2019-2025)
Figure Global Bio-Surfactants Consumption Market Share Forecast by Regions (2019-2025)
Figure North America Bio-Surfactants Consumption (K MT) Growth Rate Forecast (2019-2025)
Figure Europe Bio-Surfactants Consumption (K MT) Growth Rate Forecast (2019-2025)
Figure China Bio-Surfactants Consumption (K MT) Growth Rate Forecast (2019-2025)
Figure Japan Bio-Surfactants Consumption (K MT) Growth Rate Forecast (2019-2025)
Table Global Bio-Surfactants Production (K MT) Forecast by Type (2019-2025)
Figure Global Bio-Surfactants Production (K MT) Forecast by Type (2019-2025)
Table Global Bio-Surfactants Revenue (Million USD) Forecast by Type (2019-2025)
Figure Global Bio-Surfactants Revenue Market Share Forecast by Type (2019-2025)
Table Global Bio-Surfactants Price (USD/MT) Forecast by Type (2019-2025)
Table Global Bio-Surfactants Consumption (K MT) Forecast by Application (2019-2025)
Figure Global Bio-Surfactants Consumption Forecast by Application (2019-2025)
Table Research Programs/Design for This Report
Figure Bottom-up and Top-down Approaches for This Report
Figure Data Triangulation
Table Key Data Information from Secondary Sources
Table Key Data Information from Primary Sources

Published By : QY Research

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