Global Sassafras Oil Industry Market Research Report

1 Sassafras Oil Introduction and Market Overview

• 1.1 Objectives of the Study
• 1.2 Definition of Sassafras Oil
• 1.3 Sassafras Oil Market Scope and Market Size Estimation
  • 1.3.1 Market Concentration Ratio and Market Maturity Analysis
  • 1.3.2 Global Sassafras Oil Value ($) and Growth Rate from 2017-2027
• 1.4 Market Segmentation
  • 1.4.1 Types of Sassafras Oil
  • 1.4.2 Applications of Sassafras Oil
  • 1.4.3 Research Regions
    • 1.4.3.1 North America Sassafras Oil Production Value ($) and Growth Rate (2017-2022)
    • 1.4.3.2 Europe Sassafras Oil Production Value ($) and Growth Rate (2017-2022)
    • 1.4.3.3 China Sassafras Oil Production Value ($) and Growth Rate (2017-2022)
    • 1.4.3.4 Japan Sassafras Oil Production Value ($) and Growth Rate (2017-2022)
    • 1.4.3.5 Middle East & Africa Sassafras Oil Production Value ($) and Growth Rate (2017-2022)
    • 1.4.3.6 India Sassafras Oil Production Value ($) and Growth Rate (2017-2022)
    • 1.4.3.7 South America Sassafras Oil Production Value ($) and Growth Rate (2017-2022)
• 1.5 Market Dynamics
  • 1.5.1 Drivers
    • 1.5.1.1 Emerging Countries of Sassafras Oil
    • 1.5.1.2 Growing Market of Sassafras Oil
  • 1.5.2 Limitations
  • 1.5.3 Opportunities
• 1.6 Industry News and Policies by Regions
  • 1.6.1 Industry News
  • 1.6.2 Industry Policies

2 Industry Chain Analysis

• 2.1 Upstream Raw Material Suppliers of Sassafras Oil Analysis
• 2.2 Major Players of Sassafras Oil
  • 2.2.1 Major Players Manufacturing Base and Market Share of Sassafras Oil in 2021
  • 2.2.2 Major Players Product Types in 2021
• 2.3 Sassafras Oil Manufacturing Cost Structure Analysis
  • 2.3.1 Production Process Analysis
  • 2.3.2 Manufacturing Cost Structure of Sassafras Oil
  • 2.3.3 Raw Material Cost of Sassafras Oil
  • 2.3.4 Labor Cost of Sassafras Oil
• 2.4 Market Channel Analysis of Sassafras Oil
• 2.5 Major Downstream Buyers of Sassafras Oil Analysis

3 Global Sassafras Oil Market, by Type

• 3.1 Global Sassafras Oil Value ($) and Market Share by Type (2017-2022)
• 3.2 Global Sassafras Oil Production and Market Share by Type (2017-2022)
• 3.3 Global Sassafras Oil Value ($) and Growth Rate by Type (2017-2022)
• 3.4 Global Sassafras Oil Price Analysis by Type (2017-2022)

4 Sassafras Oil Market, by Application

• 4.1 Global Sassafras Oil Consumption and Market Share by Application (2017-2022)
• 4.2 Downstream Buyers by Application
• 4.3 Global Sassafras Oil Consumption and Growth Rate by Application (2017-2022)

5 Global Sassafras Oil Production, Value ($) by Region (2017-2022)

• 5.1 Global Sassafras Oil Value ($) and Market Share by Region (2017-2022)
• 5.2 Global Sassafras Oil Production and Market Share by Region (2017-2022)
• 5.3 Global Sassafras Oil Production, Value ($), Price and Gross Margin (2017-2022)
• 5.4 North America Sassafras Oil Production, Value ($), Price and Gross Margin (2017-2022)
• 5.5 Europe Sassafras Oil Production, Value ($), Price and Gross Margin (2017-2022)
• 5.6 China Sassafras Oil Production, Value ($), Price and Gross Margin (2017-2022)
• 5.7 Japan Sassafras Oil Production, Value ($), Price and Gross Margin (2017-2022)
• 5.8 Middle East & Africa Sassafras Oil Production, Value ($), Price and Gross Margin (2017-2022)
• 5.9 India Sassafras Oil Production, Value ($), Price and Gross Margin (2017-2022)
• 5.10 South America Sassafras Oil Production, Value ($), Price and Gross Margin (2017-2022)

6 Global Sassafras Oil Production, Consumption, Export, Import by Regions (2017-2022)

• 6.1 Global Sassafras Oil Consumption by Regions (2017-2022)
• 6.2 North America Sassafras Oil Production, Consumption, Export, Import (2017-2022)
• 6.3 Europe Sassafras Oil Production, Consumption, Export, Import (2017-2022)
• 6.4 China Sassafras Oil Production, Consumption, Export, Import (2017-2022)
• 6.5 Japan Sassafras Oil Production, Consumption, Export, Import (2017-2022)
• 6.6 Middle East & Africa Sassafras Oil Production, Consumption, Export, Import (2017-2022)
• 6.7 India Sassafras Oil Production, Consumption, Export, Import (2017-2022)
• 6.8 South America Sassafras Oil Production, Consumption, Export, Import (2017-2022)

7 Global Sassafras Oil Market Status and SWOT Analysis by Regions

• 7.1 North America Sassafras Oil Market Status and SWOT Analysis
• 7.2 Europe Sassafras Oil Market Status and SWOT Analysis
• 7.3 China Sassafras Oil Market Status and SWOT Analysis
• 7.4 Japan Sassafras Oil Market Status and SWOT Analysis
• 7.5 Middle East & Africa Sassafras Oil Market Status and SWOT Analysis
• 7.6 India Sassafras Oil Market Status and SWOT Analysis
• 7.7 South America Sassafras Oil Market Status and SWOT Analysis

8 Competitive Landscape

• 8.1 Competitive Profile
• 8.2 Ernesto Ventos
  • 8.2.1 Company Profiles
  • 8.2.2 Sassafras Oil Product Introduction
  • 8.2.3 Ernesto Ventos Production, Value ($), Price, Gross Margin 2017-2022
  • 8.2.4 Ernesto Ventos Market Share of Sassafras Oil Segmented by Region in 2021
• 8.3 Berje
  • 8.3.1 Company Profiles
  • 8.3.2 Sassafras Oil Product Introduction
  • 8.3.3 Berje Production, Value ($), Price, Gross Margin 2017-2022
  • 8.3.4 Berje Market Share of Sassafras Oil Segmented by Region in 2021
• 8.4 H.Interdonati
  • 8.4.1 Company Profiles
  • 8.4.2 Sassafras Oil Product Introduction
  • 8.4.3 H.Interdonati Production, Value ($), Price, Gross Margin 2017-2022
  • 8.4.4 H.Interdonati Market Share of Sassafras Oil Segmented by Region in 2021
• 8.5 Treatt Plc
  • 8.5.1 Company Profiles
  • 8.5.2 Sassafras Oil Product Introduction
  • 8.5.3 Treatt Plc Production, Value ($), Price, Gross Margin 2017-2022
  • 8.5.4 Treatt Plc Market Share of Sassafras Oil Segmented by Region in 2021
• 8.6 Ungerer & Company
  • 8.6.1 Company Profiles
  • 8.6.2 Sassafras Oil Product Introduction
  • 8.6.3 Ungerer & Company Production, Value ($), Price, Gross Margin 2017-2022
  • 8.6.4 Ungerer & Company Market Share of Sassafras Oil Segmented by Region in 2021
• 8.7 J.R. and Sons.
  • 8.7.1 Company Profiles
  • 8.7.2 Sassafras Oil Product Introduction
  • 8.7.3 J.R. and Sons. Production, Value ($), Price, Gross Margin 2017-2022
  • 8.7.4 J.R. and Sons. Market Share of Sassafras Oil Segmented by Region in 2021
• 8.8 Ultra International
  • 8.8.1 Company Profiles
  • 8.8.2 Sassafras Oil Product Introduction
  • 8.8.3 Ultra International Production, Value ($), Price, Gross Margin 2017-2022
  • 8.8.4 Ultra International Market Share of Sassafras Oil Segmented by Region in 2021
• 8.9 Perfumersworld
  • 8.9.1 Company Profiles
  • 8.9.2 Sassafras Oil Product Introduction
  • 8.9.3 Perfumersworld Production, Value ($), Price, Gross Margin 2017-2022
  • 8.9.4 Perfumersworld Market Share of Sassafras Oil Segmented by Region in 2021
• 8.10 Universal Drugs Lab
  • 8.10.1 Company Profiles
  • 8.10.2 Sassafras Oil Product Introduction
  • 8.10.3 Universal Drugs Lab Production, Value ($), Price, Gross Margin 2017-2022
  • 8.10.4 Universal Drugs Lab Market Share of Sassafras Oil Segmented by Region in 2021

9 Global Sassafras Oil Market Analysis and Forecast by Type and Application

• 9.1 Global Sassafras Oil Market Value ($) & Volume Forecast, by Type (2022-2027)
  • 9.1.1 Pure Sassafras Oil Market Value ($) and Volume Forecast (2022-2027)
  • 9.1.2 Mixing Sassafras Oil Market Value ($) and Volume Forecast (2022-2027)
• 9.2 Global Sassafras Oil Market Value ($) & Volume Forecast, by Application (2022-2027)
  • 9.2.1 Personal Care Market Value ($) and Volume Forecast (2022-2027)
  • 9.2.2 Drug Market Value ($) and Volume Forecast (2022-2027)

10 Sassafras Oil Market Analysis and Forecast by Region

• 10.1 North America Market Value ($) and Consumption Forecast (2022-2027)
• 10.2 Europe Market Value ($) and Consumption Forecast (2022-2027)
• 10.3 China Market Value ($) and Consumption Forecast (2022-2027)
• 10.4 Japan Market Value ($) and Consumption Forecast (2022-2027)
• 10.5 Middle East & Africa Market Value ($) and Consumption Forecast (2022-2027)
• 10.6 India Market Value ($) and Consumption Forecast (2022-2027)
• 10.7 South America Market Value ($) and Consumption Forecast (2022-2027)

11 New Project Feasibility Analysis

• 11.1 Industry Barriers and New Entrants SWOT Analysis
• 11.2 Analysis and Suggestions on New Project Investment

12 Research Finding and Conclusion

13 Appendix

• 13.1 Discussion Guide
• 13.2 Knowledge Store: Maia Subscription Portal
• 13.3 Research Data Source
• 13.4 Research Assumptions and Acronyms Used

List of Tables and Figures

Figure Product Picture of Sassafras Oil

Table Product Specification of Sassafras Oil

Figure Market Concentration Ratio and Market Maturity Analysis of Sassafras Oil

Figure Global Sassafras Oil Value ($) and Growth Rate from 2017-2027

Table Different Types of Sassafras Oil

Figure Global Sassafras Oil Value ($) Segment by Type from 2017-2022

Figure Pure Sassafras Oil Picture

Figure Mixing Sassafras Oil Picture

Table Different Applications of Sassafras Oil

Figure Global Sassafras Oil Value ($) Segment by Applications from 2017-2022

Figure Personal Care Picture

Figure Drug Picture

Table Research Regions of Sassafras Oil

Figure North America Sassafras Oil Production Value ($) and Growth Rate (2017-2022)

Figure Europe Sassafras Oil Production Value ($) and Growth Rate (2017-2022)

Table China Sassafras Oil Production Value ($) and Growth Rate (2017-2022)

Table Japan Sassafras Oil Production Value ($) and Growth Rate (2017-2022)

Table Middle East & Africa Sassafras Oil Production Value ($) and Growth Rate (2017-2022)

Table India Sassafras Oil Production Value ($) and Growth Rate (2017-2022)

Table South America Sassafras Oil Production Value ($) and Growth Rate (2017-2022)

Table Emerging Countries of Sassafras Oil

Table Growing Market of Sassafras Oil

Figure Industry Chain Analysis of Sassafras Oil

Table Upstream Raw Material Suppliers of Sassafras Oil with Contact Information

Table Major Players Manufacturing Base and Market Share ($) of Sassafras Oil in 2021

Table Major Players Sassafras Oil Product Types in 2021

Figure Production Process of Sassafras Oil

Figure Manufacturing Cost Structure of Sassafras Oil

Figure Channel Status of Sassafras Oil

Table Major Distributors of Sassafras Oil with Contact Information

Table Major Downstream Buyers of Sassafras Oil with Contact Information

Table Global Sassafras Oil Value ($) by Type (2017-2022)

Table Global Sassafras Oil Value ($) Share by Type (2017-2022)

Figure Global Sassafras Oil Value ($) Share by Type (2017-2022)

Table Global Sassafras Oil Production by Type (2017-2022)

Table Global Sassafras Oil Production Share by Type (2017-2022)

Figure Global Sassafras Oil Production Share by Type (2017-2022)

Figure Global Sassafras Oil Value ($) and Growth Rate of Pure Sassafras Oil

Figure Global Sassafras Oil Value ($) and Growth Rate of Mixing Sassafras Oil

Figure Global Sassafras Oil Price by Type (2017-2022)

Table Global Sassafras Oil Consumption by Application (2017-2022)

Table Global Sassafras Oil Consumption Market Share by Application (2017-2022)

Figure Global Sassafras Oil Consumption Market Share by Application (2017-2022)

Table Downstream Buyers Introduction by Application

Figure Global Sassafras Oil Consumption and Growth Rate of Personal Care (2017-2022)

Figure Global Sassafras Oil Consumption and Growth Rate of Drug (2017-2022)

Table Global Sassafras Oil Value ($) by Region (2017-2022)

Table Global Sassafras Oil Value ($) Market Share by Region (2017-2022)

Figure Global Sassafras Oil Value ($) Market Share by Region (2017-2022)

Table Global Sassafras Oil Production by Region (2017-2022)

Table Global Sassafras Oil Production Market Share by Region (2017-2022)

Figure Global Sassafras Oil Production Market Share by Region (2017-2022)

Table Global Sassafras Oil Production, Value ($), Price and Gross Margin (2017-2022)

Table North America Sassafras Oil Production, Value ($), Price and Gross Margin (2017-2022)

Table Europe Sassafras Oil Production, Value ($), Price and Gross Margin (2017-2022)

Table China Sassafras Oil Production, Value ($), Price and Gross Margin (2017-2022)

Table Japan Sassafras Oil Production, Value ($), Price and Gross Margin (2017-2022)

Table Middle East & Africa Sassafras Oil Production, Value ($), Price and Gross Margin (2017-2022)

Table India Sassafras Oil Production, Value ($), Price and Gross Margin (2017-2022)

Table South America Sassafras Oil Production, Value ($), Price and Gross Margin (2017-2022)

Table Global Sassafras Oil Consumption by Regions (2017-2022)

Figure Global Sassafras Oil Consumption Share by Regions (2017-2022)

Table North America Sassafras Oil Production, Consumption, Export, Import (2017-2022)

Table Europe Sassafras Oil Production, Consumption, Export, Import (2017-2022)

Table China Sassafras Oil Production, Consumption, Export, Import (2017-2022)

Table Japan Sassafras Oil Production, Consumption, Export, Import (2017-2022)

Table Middle East & Africa Sassafras Oil Production, Consumption, Export, Import (2017-2022)

Table India Sassafras Oil Production, Consumption, Export, Import (2017-2022)

Table South America Sassafras Oil Production, Consumption, Export, Import (2017-2022)

Figure North America Sassafras Oil Production and Growth Rate Analysis

Figure North America Sassafras Oil Consumption and Growth Rate Analysis

Figure North America Sassafras Oil SWOT Analysis

Figure Europe Sassafras Oil Production and Growth Rate Analysis

Figure Europe Sassafras Oil Consumption and Growth Rate Analysis

Figure Europe Sassafras Oil SWOT Analysis

Figure China Sassafras Oil Production and Growth Rate Analysis

Figure China Sassafras Oil Consumption and Growth Rate Analysis

Figure China Sassafras Oil SWOT Analysis

Figure Japan Sassafras Oil Production and Growth Rate Analysis

Figure Japan Sassafras Oil Consumption and Growth Rate Analysis

Figure Japan Sassafras Oil SWOT Analysis

Figure Middle East & Africa Sassafras Oil Production and Growth Rate Analysis

Figure Middle East & Africa Sassafras Oil Consumption and Growth Rate Analysis

Figure Middle East & Africa Sassafras Oil SWOT Analysis

Figure India Sassafras Oil Production and Growth Rate Analysis

Figure India Sassafras Oil Consumption and Growth Rate Analysis

Figure India Sassafras Oil SWOT Analysis

Figure South America Sassafras Oil Production and Growth Rate Analysis

Figure South America Sassafras Oil Consumption and Growth Rate Analysis

Figure South America Sassafras Oil SWOT Analysis

Figure Top 3 Market Share of Sassafras Oil Companies

Figure Top 6 Market Share of Sassafras Oil Companies

Table Mergers, Acquisitions and Expansion Analysis

Table Company Profiles

Table Product Introduction

Table Ernesto Ventos Production, Value ($), Price, Gross Margin 2017-2022

Figure Ernesto Ventos Production and Growth Rate

Figure Ernesto Ventos Value ($) Market Share 2017-2022

Figure Ernesto Ventos Market Share of Sassafras Oil Segmented by Region in 2021

Table Company Profiles

Table Product Introduction

Table Berje Production, Value ($), Price, Gross Margin 2017-2022

Figure Berje Production and Growth Rate

Figure Berje Value ($) Market Share 2017-2022

Figure Berje Market Share of Sassafras Oil Segmented by Region in 2021

Table Company Profiles

Table Product Introduction

Table H.Interdonati Production, Value ($), Price, Gross Margin 2017-2022

Figure H.Interdonati Production and Growth Rate

Figure H.Interdonati Value ($) Market Share 2017-2022

Figure H.Interdonati Market Share of Sassafras Oil Segmented by Region in 2021

Table Company Profiles

Table Product Introduction

Table Treatt Plc Production, Value ($), Price, Gross Margin 2017-2022

Figure Treatt Plc Production and Growth Rate

Figure Treatt Plc Value ($) Market Share 2017-2022

Figure Treatt Plc Market Share of Sassafras Oil Segmented by Region in 2021

Table Company Profiles

Table Product Introduction

Table Ungerer & Company Production, Value ($), Price, Gross Margin 2017-2022

Figure Ungerer & Company Production and Growth Rate

Figure Ungerer & Company Value ($) Market Share 2017-2022

Figure Ungerer & Company Market Share of Sassafras Oil Segmented by Region in 2021

Table Company Profiles

Table Product Introduction

Table J.R. and Sons. Production, Value ($), Price, Gross Margin 2017-2022

Figure J.R. and Sons. Production and Growth Rate

Figure J.R. and Sons. Value ($) Market Share 2017-2022

Figure J.R. and Sons. Market Share of Sassafras Oil Segmented by Region in 2021

Table Company Profiles

Table Product Introduction

Table Ultra International Production, Value ($), Price, Gross Margin 2017-2022

Figure Ultra International Production and Growth Rate

Figure Ultra International Value ($) Market Share 2017-2022

Figure Ultra International Market Share of Sassafras Oil Segmented by Region in 2021

Table Company Profiles

Table Product Introduction

Table Perfumersworld Production, Value ($), Price, Gross Margin 2017-2022

Figure Perfumersworld Production and Growth Rate

Figure Perfumersworld Value ($) Market Share 2017-2022

Figure Perfumersworld Market Share of Sassafras Oil Segmented by Region in 2021

Table Company Profiles

Table Product Introduction

Table Universal Drugs Lab Production, Value ($), Price, Gross Margin 2017-2022

Figure Universal Drugs Lab Production and Growth Rate

Figure Universal Drugs Lab Value ($) Market Share 2017-2022

Figure Universal Drugs Lab Market Share of Sassafras Oil Segmented by Region in 2021

Table Global Sassafras Oil Market Value ($) Forecast, by Type

Table Global Sassafras Oil Market Volume Forecast, by Type

Figure Global Sassafras Oil Market Value ($) and Growth Rate Forecast of Pure Sassafras Oil (2022-2027)

Figure Global Sassafras Oil Market Volume and Growth Rate Forecast of Pure Sassafras Oil (2022-2027)

Figure Global Sassafras Oil Market Value ($) and Growth Rate Forecast of Mixing Sassafras Oil (2022-2027)

Figure Global Sassafras Oil Market Volume and Growth Rate Forecast of Mixing Sassafras Oil (2022-2027)

Table Global Market Value ($) Forecast by Application (2022-2027)

Table Global Market Volume Forecast by Application (2022-2027)

Figure Global Sassafras Oil Consumption and Growth Rate of Personal Care (2017-2022)

Figure Global Sassafras Oil Consumption and Growth Rate of Drug (2017-2022)

Figure Market Value ($) and Growth Rate Forecast of Drug (2022-2027)

Figure Market Volume and Growth Rate Forecast of Drug (2022-2027)

Figure North America Market Value ($) and Growth Rate Forecast (2022-2027)

Table North America Consumption and Growth Rate Forecast (2022-2027)

Figure Europe Market Value ($) and Growth Rate Forecast (2022-2027)

Table Europe Consumption and Growth Rate Forecast (2022-2027)

Figure China Market Value ($) and Growth Rate Forecast (2022-2027)

Table China Consumption and Growth Rate Forecast (2022-2027)

Figure Japan Market Value ($) and Growth Rate Forecast (2022-2027)

Table Japan Consumption and Growth Rate Forecast (2022-2027)

Figure Middle East & Africa Market Value ($) and Growth Rate Forecast (2022-2027)

Table Middle East & Africa Consumption and Growth Rate Forecast (2022-2027)

Figure India Market Value ($) and Growth Rate Forecast (2022-2027)

Table India Consumption and Growth Rate Forecast (2022-2027)

Figure South America Market Value ($) and Growth Rate Forecast (2022-2027)

Table South America Consumption and Growth Rate Forecast (2022-2027)

Figure Industry Resource/Technology/Labor Importance Analysis

Table New Entrants SWOT Analysis

Table New Project Analysis of Investment Recovery

The Sassafras Oil market revenue was xx.xx Million USD in 2017, grew to xx.xx Million USD in 2021, and will reach xx.xx Million USD in 2027, with a CAGR of x.x% during 2022-2027. Based on the Sassafras Oil industrial chain, this report mainly elaborates the definition, types, applications and major players of Sassafras Oil market in details. Deep analysis about market status (2017-2022), enterprise competition pattern, advantages and disadvantages of enterprise products, industry development trends (2022-2027), regional industrial layout characteristics and macroeconomic policies, industrial policy has also be included. From raw materials to downstream buyers of this industry will be analyzed scientifically, the feature of product circulation and sales channel will be presented as well. In a word, this report will help you to establish a panorama of industrial development and characteristics of the Sassafras Oil market.
The Sassafras Oil market can be split based on product types, major applications, and important regions.

Major Players in Sassafras Oil market are:
Ernesto Ventos
Berje
H.Interdonati
Treatt Plc
Ungerer & Company
J.R. and Sons.
Ultra International
Perfumersworld
Universal Drugs Lab

Major Regions that plays a vital role in Sassafras Oil market are:
North America
Europe
China
Japan
Middle East & Africa
India
South America
Others

Most important types of Sassafras Oil products covered in this report are:
Pure Sassafras Oil
Mixing Sassafras Oil

Most widely used downstream fields of Sassafras Oil market covered in this report are:
Personal Care
Drug

There are 13 Chapters to thoroughly display the Sassafras Oil market. This report included the analysis of market overview, market characteristics, industry chain, competition landscape, historical and future data by types, applications and regions.

Chapter 1: Sassafras Oil Market Overview, Product Overview, Market Segmentation, Market Overview of Regions, Market Dynamics, Limitations, Opportunities and Industry News and Policies.

Chapter 2: Sassafras Oil Industry Chain Analysis, Upstream Raw Material Suppliers, Major Players, Production Process Analysis, Cost Analysis, Market Channels and Major Downstream Buyers.

Chapter 3: Value Analysis, Production, Growth Rate and Price Analysis by Type of Sassafras Oil.

Chapter 4: Downstream Characteristics, Consumption and Market Share by Application of Sassafras Oil.

Chapter 5: Production Volume, Price, Gross Margin, and Revenue ($) of Sassafras Oil by Regions (2017-2022).

Chapter 6: Sassafras Oil Production, Consumption, Export and Import by Regions (2017-2022).

Chapter 7: Sassafras Oil Market Status and SWOT Analysis by Regions.

Chapter 8: Competitive Landscape, Product Introduction, Company Profiles, Market Distribution Status by Players of Sassafras Oil.

Chapter 9: Sassafras Oil Market Analysis and Forecast by Type and Application (2022-2027).

Chapter 10: Market Analysis and Forecast by Regions (2022-2027).

Chapter 11: Industry Characteristics, Key Factors, New Entrants SWOT Analysis, Investment Feasibility Analysis.

Chapter 12: Market Conclusion of the Whole Report.

Chapter 13: Appendix Such as Methodology and Data Resources of This Research.