Global Ioversol Industry Market Research Report

1 Ioversol Introduction and Market Overview

• 1.1 Objectives of the Study
• 1.2 Definition of Ioversol
• 1.3 Ioversol Market Scope and Market Size Estimation
  • 1.3.1 Market Concentration Ratio and Market Maturity Analysis
  • 1.3.2 Global Ioversol Value ($) and Growth Rate from 2017-2027
• 1.4 Market Segmentation
  • 1.4.1 Types of Ioversol
  • 1.4.2 Applications of Ioversol
  • 1.4.3 Research Regions
    • 1.4.3.1 North America Ioversol Production Value ($) and Growth Rate (2017-2022)
    • 1.4.3.2 Europe Ioversol Production Value ($) and Growth Rate (2017-2022)
    • 1.4.3.3 China Ioversol Production Value ($) and Growth Rate (2017-2022)
    • 1.4.3.4 Japan Ioversol Production Value ($) and Growth Rate (2017-2022)
    • 1.4.3.5 Middle East & Africa Ioversol Production Value ($) and Growth Rate (2017-2022)
    • 1.4.3.6 India Ioversol Production Value ($) and Growth Rate (2017-2022)
    • 1.4.3.7 South America Ioversol Production Value ($) and Growth Rate (2017-2022)
• 1.5 Market Dynamics
  • 1.5.1 Drivers
    • 1.5.1.1 Emerging Countries of Ioversol
    • 1.5.1.2 Growing Market of Ioversol
  • 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 Ioversol Analysis
• 2.2 Major Players of Ioversol
  • 2.2.1 Major Players Manufacturing Base and Market Share of Ioversol in 2021
  • 2.2.2 Major Players Product Types in 2021
• 2.3 Ioversol Manufacturing Cost Structure Analysis
  • 2.3.1 Production Process Analysis
  • 2.3.2 Manufacturing Cost Structure of Ioversol
  • 2.3.3 Raw Material Cost of Ioversol
  • 2.3.4 Labor Cost of Ioversol
• 2.4 Market Channel Analysis of Ioversol
• 2.5 Major Downstream Buyers of Ioversol Analysis

3 Global Ioversol Market, by Type

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

4 Ioversol Market, by Application

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

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

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

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

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

7 Global Ioversol Market Status and SWOT Analysis by Regions

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

8 Competitive Landscape

• 8.1 Competitive Profile
• 8.2 Ultraject
  • 8.2.1 Company Profiles
  • 8.2.2 Ioversol Product Introduction
  • 8.2.3 Ultraject Production, Value ($), Price, Gross Margin 2017-2022
  • 8.2.4 Ultraject Market Share of Ioversol Segmented by Region in 2021
• 8.3 Guerbet
  • 8.3.1 Company Profiles
  • 8.3.2 Ioversol Product Introduction
  • 8.3.3 Guerbet Production, Value ($), Price, Gross Margin 2017-2022
  • 8.3.4 Guerbet Market Share of Ioversol Segmented by Region in 2021
• 8.4 Liebel-Flarsheim Company LLC
  • 8.4.1 Company Profiles
  • 8.4.2 Ioversol Product Introduction
  • 8.4.3 Liebel-Flarsheim Company LLC Production, Value ($), Price, Gross Margin 2017-2022
  • 8.4.4 Liebel-Flarsheim Company LLC Market Share of Ioversol Segmented by Region in 2021
• 8.5 Jiangsu Hengrui Medicine Co
  • 8.5.1 Company Profiles
  • 8.5.2 Ioversol Product Introduction
  • 8.5.3 Jiangsu Hengrui Medicine Co Production, Value ($), Price, Gross Margin 2017-2022
  • 8.5.4 Jiangsu Hengrui Medicine Co Market Share of Ioversol Segmented by Region in 2021
• 8.6 Mallinckrodt Pharmaceuticals
  • 8.6.1 Company Profiles
  • 8.6.2 Ioversol Product Introduction
  • 8.6.3 Mallinckrodt Pharmaceuticals Production, Value ($), Price, Gross Margin 2017-2022
  • 8.6.4 Mallinckrodt Pharmaceuticals Market Share of Ioversol Segmented by Region in 2021

9 Global Ioversol Market Analysis and Forecast by Type and Application

• 9.1 Global Ioversol Market Value ($) & Volume Forecast, by Type (2022-2027)
  • 9.1.1 Ioversol 34% Injectable Solution (Optiray 160) Market Value ($) and Volume Forecast (2022-2027)
  • 9.1.2 Ioversol 51% Injectable Solution (Optiray 240) Market Value ($) and Volume Forecast (2022-2027)
  • 9.1.3 Ioversol 64% Injectable Solution (Optiray 300) Market Value ($) and Volume Forecast (2022-2027)
  • 9.1.4 Ioversol 68% Injectable Solution (Optiray 320) Market Value ($) and Volume Forecast (2022-2027)
  • 9.1.5 Ioversol 74% Injectable Solution (Optiray 350) Market Value ($) and Volume Forecast (2022-2027)
• 9.2 Global Ioversol Market Value ($) & Volume Forecast, by Application (2022-2027)
  • 9.2.1 X-Ray Market Value ($) and Volume Forecast (2022-2027)
  • 9.2.2 CT Scan Market Value ($) and Volume Forecast (2022-2027)
  • 9.2.3 Brain Disorders, Market Value ($) and Volume Forecast (2022-2027)
  • 9.2.4 Blood Vessel Disorders Market Value ($) and Volume Forecast (2022-2027)
  • 9.2.5 Heart Disorders Market Value ($) and Volume Forecast (2022-2027)
  • 9.2.6 Others Market Value ($) and Volume Forecast (2022-2027)

10 Ioversol 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 Ioversol

Table Product Specification of Ioversol

Figure Market Concentration Ratio and Market Maturity Analysis of Ioversol

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

Table Different Types of Ioversol

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

Figure Ioversol 34% Injectable Solution (Optiray 160) Picture

Figure Ioversol 51% Injectable Solution (Optiray 240) Picture

Figure Ioversol 64% Injectable Solution (Optiray 300) Picture

Figure Ioversol 68% Injectable Solution (Optiray 320) Picture

Figure Ioversol 74% Injectable Solution (Optiray 350) Picture

Table Different Applications of Ioversol

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

Figure X-Ray Picture

Figure CT Scan Picture

Figure Brain Disorders, Picture

Figure Blood Vessel Disorders Picture

Figure Heart Disorders Picture

Figure Others Picture

Table Research Regions of Ioversol

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

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

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

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

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

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

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

Table Emerging Countries of Ioversol

Table Growing Market of Ioversol

Figure Industry Chain Analysis of Ioversol

Table Upstream Raw Material Suppliers of Ioversol with Contact Information

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

Table Major Players Ioversol Product Types in 2021

Figure Production Process of Ioversol

Figure Manufacturing Cost Structure of Ioversol

Figure Channel Status of Ioversol

Table Major Distributors of Ioversol with Contact Information

Table Major Downstream Buyers of Ioversol with Contact Information

Table Global Ioversol Value ($) by Type (2017-2022)

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

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

Table Global Ioversol Production by Type (2017-2022)

Table Global Ioversol Production Share by Type (2017-2022)

Figure Global Ioversol Production Share by Type (2017-2022)

Figure Global Ioversol Value ($) and Growth Rate of Ioversol 34% Injectable Solution (Optiray 160)

Figure Global Ioversol Value ($) and Growth Rate of Ioversol 51% Injectable Solution (Optiray 240)

Figure Global Ioversol Value ($) and Growth Rate of Ioversol 64% Injectable Solution (Optiray 300)

Figure Global Ioversol Value ($) and Growth Rate of Ioversol 68% Injectable Solution (Optiray 320)

Figure Global Ioversol Value ($) and Growth Rate of Ioversol 74% Injectable Solution (Optiray 350)

Figure Global Ioversol Price by Type (2017-2022)

Table Global Ioversol Consumption by Application (2017-2022)

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

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

Table Downstream Buyers Introduction by Application

Figure Global Ioversol Consumption and Growth Rate of X-Ray (2017-2022)

Figure Global Ioversol Consumption and Growth Rate of CT Scan (2017-2022)

Figure Global Ioversol Consumption and Growth Rate of Brain Disorders, (2017-2022)

Figure Global Ioversol Consumption and Growth Rate of Blood Vessel Disorders (2017-2022)

Figure Global Ioversol Consumption and Growth Rate of Heart Disorders (2017-2022)

Figure Global Ioversol Consumption and Growth Rate of Others (2017-2022)

Table Global Ioversol Value ($) by Region (2017-2022)

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

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

Table Global Ioversol Production by Region (2017-2022)

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

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

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

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

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

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

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

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

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

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

Table Global Ioversol Consumption by Regions (2017-2022)

Figure Global Ioversol Consumption Share by Regions (2017-2022)

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

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

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

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

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

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

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

Figure North America Ioversol Production and Growth Rate Analysis

Figure North America Ioversol Consumption and Growth Rate Analysis

Figure North America Ioversol SWOT Analysis

Figure Europe Ioversol Production and Growth Rate Analysis

Figure Europe Ioversol Consumption and Growth Rate Analysis

Figure Europe Ioversol SWOT Analysis

Figure China Ioversol Production and Growth Rate Analysis

Figure China Ioversol Consumption and Growth Rate Analysis

Figure China Ioversol SWOT Analysis

Figure Japan Ioversol Production and Growth Rate Analysis

Figure Japan Ioversol Consumption and Growth Rate Analysis

Figure Japan Ioversol SWOT Analysis

Figure Middle East & Africa Ioversol Production and Growth Rate Analysis

Figure Middle East & Africa Ioversol Consumption and Growth Rate Analysis

Figure Middle East & Africa Ioversol SWOT Analysis

Figure India Ioversol Production and Growth Rate Analysis

Figure India Ioversol Consumption and Growth Rate Analysis

Figure India Ioversol SWOT Analysis

Figure South America Ioversol Production and Growth Rate Analysis

Figure South America Ioversol Consumption and Growth Rate Analysis

Figure South America Ioversol SWOT Analysis

Figure Top 3 Market Share of Ioversol Companies

Figure Top 6 Market Share of Ioversol Companies

Table Mergers, Acquisitions and Expansion Analysis

Table Company Profiles

Table Product Introduction

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

Figure Ultraject Production and Growth Rate

Figure Ultraject Value ($) Market Share 2017-2022

Figure Ultraject Market Share of Ioversol Segmented by Region in 2021

Table Company Profiles

Table Product Introduction

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

Figure Guerbet Production and Growth Rate

Figure Guerbet Value ($) Market Share 2017-2022

Figure Guerbet Market Share of Ioversol Segmented by Region in 2021

Table Company Profiles

Table Product Introduction

Table Liebel-Flarsheim Company LLC Production, Value ($), Price, Gross Margin 2017-2022

Figure Liebel-Flarsheim Company LLC Production and Growth Rate

Figure Liebel-Flarsheim Company LLC Value ($) Market Share 2017-2022

Figure Liebel-Flarsheim Company LLC Market Share of Ioversol Segmented by Region in 2021

Table Company Profiles

Table Product Introduction

Table Jiangsu Hengrui Medicine Co Production, Value ($), Price, Gross Margin 2017-2022

Figure Jiangsu Hengrui Medicine Co Production and Growth Rate

Figure Jiangsu Hengrui Medicine Co Value ($) Market Share 2017-2022

Figure Jiangsu Hengrui Medicine Co Market Share of Ioversol Segmented by Region in 2021

Table Company Profiles

Table Product Introduction

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

Figure Mallinckrodt Pharmaceuticals Production and Growth Rate

Figure Mallinckrodt Pharmaceuticals Value ($) Market Share 2017-2022

Figure Mallinckrodt Pharmaceuticals Market Share of Ioversol Segmented by Region in 2021

Table Global Ioversol Market Value ($) Forecast, by Type

Table Global Ioversol Market Volume Forecast, by Type

Figure Global Ioversol Market Value ($) and Growth Rate Forecast of Ioversol 34% Injectable Solution (Optiray 160) (2022-2027)

Figure Global Ioversol Market Volume and Growth Rate Forecast of Ioversol 34% Injectable Solution (Optiray 160) (2022-2027)

Figure Global Ioversol Market Value ($) and Growth Rate Forecast of Ioversol 51% Injectable Solution (Optiray 240) (2022-2027)

Figure Global Ioversol Market Volume and Growth Rate Forecast of Ioversol 51% Injectable Solution (Optiray 240) (2022-2027)

Figure Global Ioversol Market Value ($) and Growth Rate Forecast of Ioversol 64% Injectable Solution (Optiray 300) (2022-2027)

Figure Global Ioversol Market Volume and Growth Rate Forecast of Ioversol 64% Injectable Solution (Optiray 300) (2022-2027)

Figure Global Ioversol Market Value ($) and Growth Rate Forecast of Ioversol 68% Injectable Solution (Optiray 320) (2022-2027)

Figure Global Ioversol Market Volume and Growth Rate Forecast of Ioversol 68% Injectable Solution (Optiray 320) (2022-2027)

Figure Global Ioversol Market Value ($) and Growth Rate Forecast of Ioversol 74% Injectable Solution (Optiray 350) (2022-2027)

Figure Global Ioversol Market Volume and Growth Rate Forecast of Ioversol 74% Injectable Solution (Optiray 350) (2022-2027)

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

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

Figure Global Ioversol Consumption and Growth Rate of X-Ray (2017-2022)

Figure Global Ioversol Consumption and Growth Rate of CT Scan (2017-2022)

Figure Global Ioversol Consumption and Growth Rate of Brain Disorders, (2017-2022)

Figure Global Ioversol Consumption and Growth Rate of Blood Vessel Disorders (2017-2022)

Figure Global Ioversol Consumption and Growth Rate of Heart Disorders (2017-2022)

Figure Global Ioversol 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 Ioversol 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 Ioversol industrial chain, this report mainly elaborates the definition, types, applications and major players of Ioversol 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 Ioversol market.
The Ioversol market can be split based on product types, major applications, and important regions.

Major Players in Ioversol market are:
Ultraject
Guerbet
Liebel-Flarsheim Company LLC
Jiangsu Hengrui Medicine Co
Mallinckrodt Pharmaceuticals

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

Most important types of Ioversol products covered in this report are:
Ioversol 34% Injectable Solution (Optiray 160)
Ioversol 51% Injectable Solution (Optiray 240)
Ioversol 64% Injectable Solution (Optiray 300)
Ioversol 68% Injectable Solution (Optiray 320)
Ioversol 74% Injectable Solution (Optiray 350)

Most widely used downstream fields of Ioversol market covered in this report are:
X-Ray
CT Scan
Brain Disorders,
Blood Vessel Disorders
Heart Disorders
Others

There are 13 Chapters to thoroughly display the Ioversol 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: Ioversol Market Overview, Product Overview, Market Segmentation, Market Overview of Regions, Market Dynamics, Limitations, Opportunities and Industry News and Policies.

Chapter 2: Ioversol 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 Ioversol.

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

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

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

Chapter 7: Ioversol Market Status and SWOT Analysis by Regions.

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

Chapter 9: Ioversol 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.