Global Xanthates Industry Market Research Report
Global Xanthates Industry Market Research Report
1 Xanthates Introduction and Market Overview
- 1.1 Objectives of the Study
- 1.2 Definition of Xanthates
- 1.3 Xanthates Market Scope and Market Size Estimation
- 1.3.1 Market Concentration Ratio and Market Maturity Analysis
- 1.3.2 Global Xanthates Value ($) and Growth Rate from 2017-2027
- 1.4 Market Segmentation
- 1.4.1 Types of Xanthates
- 1.4.2 Applications of Xanthates
- 1.4.3 Research Regions
- 1.4.3.1 North America Xanthates Production Value ($) and Growth Rate (2017-2022)
- 1.4.3.2 Europe Xanthates Production Value ($) and Growth Rate (2017-2022)
- 1.4.3.3 China Xanthates Production Value ($) and Growth Rate (2017-2022)
- 1.4.3.4 Japan Xanthates Production Value ($) and Growth Rate (2017-2022)
- 1.4.3.5 Middle East & Africa Xanthates Production Value ($) and Growth Rate (2017-2022)
- 1.4.3.6 India Xanthates Production Value ($) and Growth Rate (2017-2022)
- 1.4.3.7 South America Xanthates Production Value ($) and Growth Rate (2017-2022)
- 1.5 Market Dynamics
- 1.5.1 Drivers
- 1.5.1.1 Emerging Countries of Xanthates
- 1.5.1.2 Growing Market of Xanthates
- 1.5.2 Limitations
- 1.5.3 Opportunities
- 1.5.1 Drivers
- 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 Xanthates Analysis
- 2.2 Major Players of Xanthates
- 2.2.1 Major Players Manufacturing Base and Market Share of Xanthates in 2021
- 2.2.2 Major Players Product Types in 2021
- 2.3 Xanthates Manufacturing Cost Structure Analysis
- 2.3.1 Production Process Analysis
- 2.3.2 Manufacturing Cost Structure of Xanthates
- 2.3.3 Raw Material Cost of Xanthates
- 2.3.4 Labor Cost of Xanthates
- 2.4 Market Channel Analysis of Xanthates
- 2.5 Major Downstream Buyers of Xanthates Analysis
3 Global Xanthates Market, by Type
- 3.1 Global Xanthates Value ($) and Market Share by Type (2017-2022)
- 3.2 Global Xanthates Production and Market Share by Type (2017-2022)
- 3.3 Global Xanthates Value ($) and Growth Rate by Type (2017-2022)
- 3.4 Global Xanthates Price Analysis by Type (2017-2022)
4 Xanthates Market, by Application
- 4.1 Global Xanthates Consumption and Market Share by Application (2017-2022)
- 4.2 Downstream Buyers by Application
- 4.3 Global Xanthates Consumption and Growth Rate by Application (2017-2022)
5 Global Xanthates Production, Value ($) by Region (2017-2022)
- 5.1 Global Xanthates Value ($) and Market Share by Region (2017-2022)
- 5.2 Global Xanthates Production and Market Share by Region (2017-2022)
- 5.3 Global Xanthates Production, Value ($), Price and Gross Margin (2017-2022)
- 5.4 North America Xanthates Production, Value ($), Price and Gross Margin (2017-2022)
- 5.5 Europe Xanthates Production, Value ($), Price and Gross Margin (2017-2022)
- 5.6 China Xanthates Production, Value ($), Price and Gross Margin (2017-2022)
- 5.7 Japan Xanthates Production, Value ($), Price and Gross Margin (2017-2022)
- 5.8 Middle East & Africa Xanthates Production, Value ($), Price and Gross Margin (2017-2022)
- 5.9 India Xanthates Production, Value ($), Price and Gross Margin (2017-2022)
- 5.10 South America Xanthates Production, Value ($), Price and Gross Margin (2017-2022)
6 Global Xanthates Production, Consumption, Export, Import by Regions (2017-2022)
- 6.1 Global Xanthates Consumption by Regions (2017-2022)
- 6.2 North America Xanthates Production, Consumption, Export, Import (2017-2022)
- 6.3 Europe Xanthates Production, Consumption, Export, Import (2017-2022)
- 6.4 China Xanthates Production, Consumption, Export, Import (2017-2022)
- 6.5 Japan Xanthates Production, Consumption, Export, Import (2017-2022)
- 6.6 Middle East & Africa Xanthates Production, Consumption, Export, Import (2017-2022)
- 6.7 India Xanthates Production, Consumption, Export, Import (2017-2022)
- 6.8 South America Xanthates Production, Consumption, Export, Import (2017-2022)
7 Global Xanthates Market Status and SWOT Analysis by Regions
- 7.1 North America Xanthates Market Status and SWOT Analysis
- 7.2 Europe Xanthates Market Status and SWOT Analysis
- 7.3 China Xanthates Market Status and SWOT Analysis
- 7.4 Japan Xanthates Market Status and SWOT Analysis
- 7.5 Middle East & Africa Xanthates Market Status and SWOT Analysis
- 7.6 India Xanthates Market Status and SWOT Analysis
- 7.7 South America Xanthates Market Status and SWOT Analysis
8 Competitive Landscape
- 8.1 Competitive Profile
- 8.2 Verne
- 8.2.1 Company Profiles
- 8.2.2 Xanthates Product Introduction
- 8.2.3 Verne Production, Value ($), Price, Gross Margin 2017-2022
- 8.2.4 Verne Market Share of Xanthates Segmented by Region in 2021
- 8.3 Vanderbilt Chemicals
- 8.3.1 Company Profiles
- 8.3.2 Xanthates Product Introduction
- 8.3.3 Vanderbilt Chemicals Production, Value ($), Price, Gross Margin 2017-2022
- 8.3.4 Vanderbilt Chemicals Market Share of Xanthates Segmented by Region in 2021
- 8.4 QiXia TongDa Flotation Reagent
- 8.4.1 Company Profiles
- 8.4.2 Xanthates Product Introduction
- 8.4.3 QiXia TongDa Flotation Reagent Production, Value ($), Price, Gross Margin 2017-2022
- 8.4.4 QiXia TongDa Flotation Reagent Market Share of Xanthates Segmented by Region in 2021
- 8.5 Florrea
- 8.5.1 Company Profiles
- 8.5.2 Xanthates Product Introduction
- 8.5.3 Florrea Production, Value ($), Price, Gross Margin 2017-2022
- 8.5.4 Florrea Market Share of Xanthates Segmented by Region in 2021
- 8.6 Orica
- 8.6.1 Company Profiles
- 8.6.2 Xanthates Product Introduction
- 8.6.3 Orica Production, Value ($), Price, Gross Margin 2017-2022
- 8.6.4 Orica Market Share of Xanthates Segmented by Region in 2021
- 8.7 Senmin International
- 8.7.1 Company Profiles
- 8.7.2 Xanthates Product Introduction
- 8.7.3 Senmin International Production, Value ($), Price, Gross Margin 2017-2022
- 8.7.4 Senmin International Market Share of Xanthates Segmented by Region in 2021
- 8.8 CTCMining
- 8.8.1 Company Profiles
- 8.8.2 Xanthates Product Introduction
- 8.8.3 CTCMining Production, Value ($), Price, Gross Margin 2017-2022
- 8.8.4 CTCMining Market Share of Xanthates Segmented by Region in 2021
- 8.9 Flottec
- 8.9.1 Company Profiles
- 8.9.2 Xanthates Product Introduction
- 8.9.3 Flottec Production, Value ($), Price, Gross Margin 2017-2022
- 8.9.4 Flottec Market Share of Xanthates Segmented by Region in 2021
- 8.10 SNF Group
- 8.10.1 Company Profiles
- 8.10.2 Xanthates Product Introduction
- 8.10.3 SNF Group Production, Value ($), Price, Gross Margin 2017-2022
- 8.10.4 SNF Group Market Share of Xanthates Segmented by Region in 2021
9 Global Xanthates Market Analysis and Forecast by Type and Application
- 9.1 Global Xanthates Market Value ($) & Volume Forecast, by Type (2022-2027)
- 9.1.1 Sodium Ethyl Xanthate Market Value ($) and Volume Forecast (2022-2027)
- 9.1.2 Sodium Isopropyl Xanthate Market Value ($) and Volume Forecast (2022-2027)
- 9.1.3 Sodium Isobutyl Xanthate Market Value ($) and Volume Forecast (2022-2027)
- 9.1.4 Potassium Amyl Xanthate Market Value ($) and Volume Forecast (2022-2027)
- 9.2 Global Xanthates Market Value ($) & Volume Forecast, by Application (2022-2027)
- 9.2.1 Mining Market Value ($) and Volume Forecast (2022-2027)
- 9.2.2 Rubber Processing Market Value ($) and Volume Forecast (2022-2027)
- 9.2.3 Agrochemicals Market Value ($) and Volume Forecast (2022-2027)
- 9.2.4 Others Market Value ($) and Volume Forecast (2022-2027)
10 Xanthates Market Analysis and Forecast by Region
- 10.1 North America Market Value ($) 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 Xanthates
Table Product Specification of Xanthates
Figure Market Concentration Ratio and Market Maturity Analysis of Xanthates
Figure Global Xanthates Value ($) and Growth Rate from 2017-2027
Table Different Types of Xanthates
Figure Global Xanthates Value ($) Segment by Type from 2017-2022
Figure Sodium Ethyl Xanthate Picture
Figure Sodium Isopropyl Xanthate Picture
Figure Sodium Isobutyl Xanthate Picture
Figure Potassium Amyl Xanthate Picture
Table Different Applications of Xanthates
Figure Global Xanthates Value ($) Segment by Applications from 2017-2022
Figure Mining Picture
Figure Rubber Processing Picture
Figure Agrochemicals Picture
Figure Others Picture
Table Research Regions of Xanthates
Figure North America Xanthates Production Value ($) and Growth Rate (2017-2022)
Figure Europe Xanthates Production Value ($) and Growth Rate (2017-2022)
Table China Xanthates Production Value ($) and Growth Rate (2017-2022)
Table Japan Xanthates Production Value ($) and Growth Rate (2017-2022)
Table Middle East & Africa Xanthates Production Value ($) and Growth Rate (2017-2022)
Table India Xanthates Production Value ($) and Growth Rate (2017-2022)
Table South America Xanthates Production Value ($) and Growth Rate (2017-2022)
Table Emerging Countries of Xanthates
Table Growing Market of Xanthates
Figure Industry Chain Analysis of Xanthates
Table Upstream Raw Material Suppliers of Xanthates with Contact Information
Table Major Players Manufacturing Base and Market Share ($) of Xanthates in 2021
Table Major Players Xanthates Product Types in 2021
Figure Production Process of Xanthates
Figure Manufacturing Cost Structure of Xanthates
Figure Channel Status of Xanthates
Table Major Distributors of Xanthates with Contact Information
Table Major Downstream Buyers of Xanthates with Contact Information
Table Global Xanthates Value ($) by Type (2017-2022)
Table Global Xanthates Value ($) Share by Type (2017-2022)
Figure Global Xanthates Value ($) Share by Type (2017-2022)
Table Global Xanthates Production by Type (2017-2022)
Table Global Xanthates Production Share by Type (2017-2022)
Figure Global Xanthates Production Share by Type (2017-2022)
Figure Global Xanthates Value ($) and Growth Rate of Sodium Ethyl Xanthate
Figure Global Xanthates Value ($) and Growth Rate of Sodium Isopropyl Xanthate
Figure Global Xanthates Value ($) and Growth Rate of Sodium Isobutyl Xanthate
Figure Global Xanthates Value ($) and Growth Rate of Potassium Amyl Xanthate
Figure Global Xanthates Price by Type (2017-2022)
Table Global Xanthates Consumption by Application (2017-2022)
Table Global Xanthates Consumption Market Share by Application (2017-2022)
Figure Global Xanthates Consumption Market Share by Application (2017-2022)
Table Downstream Buyers Introduction by Application
Figure Global Xanthates Consumption and Growth Rate of Mining (2017-2022)
Figure Global Xanthates Consumption and Growth Rate of Rubber Processing (2017-2022)
Figure Global Xanthates Consumption and Growth Rate of Agrochemicals (2017-2022)
Figure Global Xanthates Consumption and Growth Rate of Others (2017-2022)
Table Global Xanthates Value ($) by Region (2017-2022)
Table Global Xanthates Value ($) Market Share by Region (2017-2022)
Figure Global Xanthates Value ($) Market Share by Region (2017-2022)
Table Global Xanthates Production by Region (2017-2022)
Table Global Xanthates Production Market Share by Region (2017-2022)
Figure Global Xanthates Production Market Share by Region (2017-2022)
Table Global Xanthates Production, Value ($), Price and Gross Margin (2017-2022)
Table North America Xanthates Production, Value ($), Price and Gross Margin (2017-2022)
Table Europe Xanthates Production, Value ($), Price and Gross Margin (2017-2022)
Table China Xanthates Production, Value ($), Price and Gross Margin (2017-2022)
Table Japan Xanthates Production, Value ($), Price and Gross Margin (2017-2022)
Table Middle East & Africa Xanthates Production, Value ($), Price and Gross Margin (2017-2022)
Table India Xanthates Production, Value ($), Price and Gross Margin (2017-2022)
Table South America Xanthates Production, Value ($), Price and Gross Margin (2017-2022)
Table Global Xanthates Consumption by Regions (2017-2022)
Figure Global Xanthates Consumption Share by Regions (2017-2022)
Table North America Xanthates Production, Consumption, Export, Import (2017-2022)
Table Europe Xanthates Production, Consumption, Export, Import (2017-2022)
Table China Xanthates Production, Consumption, Export, Import (2017-2022)
Table Japan Xanthates Production, Consumption, Export, Import (2017-2022)
Table Middle East & Africa Xanthates Production, Consumption, Export, Import (2017-2022)
Table India Xanthates Production, Consumption, Export, Import (2017-2022)
Table South America Xanthates Production, Consumption, Export, Import (2017-2022)
Figure North America Xanthates Production and Growth Rate Analysis
Figure North America Xanthates Consumption and Growth Rate Analysis
Figure North America Xanthates SWOT Analysis
Figure Europe Xanthates Production and Growth Rate Analysis
Figure Europe Xanthates Consumption and Growth Rate Analysis
Figure Europe Xanthates SWOT Analysis
Figure China Xanthates Production and Growth Rate Analysis
Figure China Xanthates Consumption and Growth Rate Analysis
Figure China Xanthates SWOT Analysis
Figure Japan Xanthates Production and Growth Rate Analysis
Figure Japan Xanthates Consumption and Growth Rate Analysis
Figure Japan Xanthates SWOT Analysis
Figure Middle East & Africa Xanthates Production and Growth Rate Analysis
Figure Middle East & Africa Xanthates Consumption and Growth Rate Analysis
Figure Middle East & Africa Xanthates SWOT Analysis
Figure India Xanthates Production and Growth Rate Analysis
Figure India Xanthates Consumption and Growth Rate Analysis
Figure India Xanthates SWOT Analysis
Figure South America Xanthates Production and Growth Rate Analysis
Figure South America Xanthates Consumption and Growth Rate Analysis
Figure South America Xanthates SWOT Analysis
Figure Top 3 Market Share of Xanthates Companies
Figure Top 6 Market Share of Xanthates Companies
Table Mergers, Acquisitions and Expansion Analysis
Table Company Profiles
Table Product Introduction
Table Verne Production, Value ($), Price, Gross Margin 2017-2022
Figure Verne Production and Growth Rate
Figure Verne Value ($) Market Share 2017-2022
Figure Verne Market Share of Xanthates Segmented by Region in 2021
Table Company Profiles
Table Product Introduction
Table Vanderbilt Chemicals Production, Value ($), Price, Gross Margin 2017-2022
Figure Vanderbilt Chemicals Production and Growth Rate
Figure Vanderbilt Chemicals Value ($) Market Share 2017-2022
Figure Vanderbilt Chemicals Market Share of Xanthates Segmented by Region in 2021
Table Company Profiles
Table Product Introduction
Table QiXia TongDa Flotation Reagent Production, Value ($), Price, Gross Margin 2017-2022
Figure QiXia TongDa Flotation Reagent Production and Growth Rate
Figure QiXia TongDa Flotation Reagent Value ($) Market Share 2017-2022
Figure QiXia TongDa Flotation Reagent Market Share of Xanthates Segmented by Region in 2021
Table Company Profiles
Table Product Introduction
Table Florrea Production, Value ($), Price, Gross Margin 2017-2022
Figure Florrea Production and Growth Rate
Figure Florrea Value ($) Market Share 2017-2022
Figure Florrea Market Share of Xanthates Segmented by Region in 2021
Table Company Profiles
Table Product Introduction
Table Orica Production, Value ($), Price, Gross Margin 2017-2022
Figure Orica Production and Growth Rate
Figure Orica Value ($) Market Share 2017-2022
Figure Orica Market Share of Xanthates Segmented by Region in 2021
Table Company Profiles
Table Product Introduction
Table Senmin International Production, Value ($), Price, Gross Margin 2017-2022
Figure Senmin International Production and Growth Rate
Figure Senmin International Value ($) Market Share 2017-2022
Figure Senmin International Market Share of Xanthates Segmented by Region in 2021
Table Company Profiles
Table Product Introduction
Table CTCMining Production, Value ($), Price, Gross Margin 2017-2022
Figure CTCMining Production and Growth Rate
Figure CTCMining Value ($) Market Share 2017-2022
Figure CTCMining Market Share of Xanthates Segmented by Region in 2021
Table Company Profiles
Table Product Introduction
Table Flottec Production, Value ($), Price, Gross Margin 2017-2022
Figure Flottec Production and Growth Rate
Figure Flottec Value ($) Market Share 2017-2022
Figure Flottec Market Share of Xanthates Segmented by Region in 2021
Table Company Profiles
Table Product Introduction
Table SNF Group Production, Value ($), Price, Gross Margin 2017-2022
Figure SNF Group Production and Growth Rate
Figure SNF Group Value ($) Market Share 2017-2022
Figure SNF Group Market Share of Xanthates Segmented by Region in 2021
Table Global Xanthates Market Value ($) Forecast, by Type
Table Global Xanthates Market Volume Forecast, by Type
Figure Global Xanthates Market Value ($) and Growth Rate Forecast of Sodium Ethyl Xanthate (2022-2027)
Figure Global Xanthates Market Volume and Growth Rate Forecast of Sodium Ethyl Xanthate (2022-2027)
Figure Global Xanthates Market Value ($) and Growth Rate Forecast of Sodium Isopropyl Xanthate (2022-2027)
Figure Global Xanthates Market Volume and Growth Rate Forecast of Sodium Isopropyl Xanthate (2022-2027)
Figure Global Xanthates Market Value ($) and Growth Rate Forecast of Sodium Isobutyl Xanthate (2022-2027)
Figure Global Xanthates Market Volume and Growth Rate Forecast of Sodium Isobutyl Xanthate (2022-2027)
Figure Global Xanthates Market Value ($) and Growth Rate Forecast of Potassium Amyl Xanthate (2022-2027)
Figure Global Xanthates Market Volume and Growth Rate Forecast of Potassium Amyl Xanthate (2022-2027)
Table Global Market Value ($) Forecast by Application (2022-2027)
Table Global Market Volume Forecast by Application (2022-2027)
Figure Global Xanthates Consumption and Growth Rate of Mining (2017-2022)
Figure Global Xanthates Consumption and Growth Rate of Rubber Processing (2017-2022)
Figure Global Xanthates Consumption and Growth Rate of Agrochemicals (2017-2022)
Figure Global Xanthates Consumption and Growth Rate of Others (2017-2022)
Figure Market Value ($) and Growth Rate Forecast of Others (2022-2027)
Figure Market Volume and Growth Rate Forecast of Others (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 Xanthates 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 Xanthates industrial chain, this report mainly elaborates the definition, types, applications and major players of Xanthates 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 Xanthates market.
The Xanthates market can be split based on product types, major applications, and important regions.
Major Players in Xanthates market are:
Verne
Vanderbilt Chemicals
QiXia TongDa Flotation Reagent
Florrea
Orica
Senmin International
CTCMining
Flottec
SNF Group
Major Regions that plays a vital role in Xanthates market are:
North America
Europe
China
Japan
Middle East & Africa
India
South America
Others
Most important types of Xanthates products covered in this report are:
Sodium Ethyl Xanthate
Sodium Isopropyl Xanthate
Sodium Isobutyl Xanthate
Potassium Amyl Xanthate
Most widely used downstream fields of Xanthates market covered in this report are:
Mining
Rubber Processing
Agrochemicals
Others
There are 13 Chapters to thoroughly display the Xanthates 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: Xanthates Market Overview, Product Overview, Market Segmentation, Market Overview of Regions, Market Dynamics, Limitations, Opportunities and Industry News and Policies.
Chapter 2: Xanthates 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 Xanthates.
Chapter 4: Downstream Characteristics, Consumption and Market Share by Application of Xanthates.
Chapter 5: Production Volume, Price, Gross Margin, and Revenue ($) of Xanthates by Regions (2017-2022).
Chapter 6: Xanthates Production, Consumption, Export and Import by Regions (2017-2022).
Chapter 7: Xanthates Market Status and SWOT Analysis by Regions.
Chapter 8: Competitive Landscape, Product Introduction, Company Profiles, Market Distribution Status by Players of Xanthates.
Chapter 9: Xanthates 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.