United States Scalable Data Center Wired Switch Market Report 2018

March 2018 | 108 pages | ID: U8EAFDFB742EN
QYResearch

Abstracts

In this report, the United States Scalable Data Center Wired Switch market is valued at USD XX million in 2017 and is expected to reach USD XX million by the end of 2025, growing at a CAGR of XX% between 2017 and 2025.

Geographically, this report splits the United States market into seven regions:

• The West
• Southwest
• The Middle Atlantic
• New England
• The South
• The Midwest
• with sales (volume), revenue (value), market share and growth rate of Scalable Data Center Wired Switch in these regions, from 2013 to 2025 (forecast).

United States Scalable Data Center Wired Switch market competition by top manufacturers/players, with Scalable Data Center Wired Switch sales volume, price, revenue (Million USD) and market share for each manufacturer/player; the top players including

• Broadcom
• Brocade
• Cavium Networks
• Cisco
• Facebook Pods
• Arris / Broadcom
• IBM
• Intel
• Mellanox Technologies
• Alphabet / Google
• Nvidia
• Walmart
• ZT Systems

On the basis of product, this report displays the production, revenue, price, market share and growth rate of each type, primarily split into

• Modular Ethernet switches
• Fixed Configuration Ethernet switches

On the basis on the end users/applications, this report focuses on the status and outlook for major applications/end users, sales volume, market share and growth rate for each application, including

• Cloud Computing
• Commercial
• Others

If you have any special requirements, please let us know and we will offer you the report as you want.

Contents

United States Scalable Data Center Wired Switch Market Report 2018

1 SCALABLE DATA CENTER WIRED SWITCH OVERVIEW

1.1 Product Overview and Scope of Scalable Data Center Wired Switch
1.2 Classification of Scalable Data Center Wired Switch by Product Category
  1.2.1 United States Scalable Data Center Wired Switch Market Size (Sales Volume) Comparison by Type (2013-2025)
  1.2.2 United States Scalable Data Center Wired Switch Market Size (Sales Volume) Market Share by Type (Product Category) in 2017
  1.2.3 Modular Ethernet switches
  1.2.4 Fixed Configuration Ethernet switches
1.3 United States Scalable Data Center Wired Switch Market by Application/End Users
  1.3.1 United States Scalable Data Center Wired Switch Market Size (Consumption) and Market Share Comparison by Application (2013-2025)
  1.3.2 Cloud Computing
  1.3.3 Commercial
  1.3.4 Others
1.4 United States Scalable Data Center Wired Switch Market by Region
  1.4.1 United States Scalable Data Center Wired Switch Market Size (Value) Comparison by Region (2013-2025)
  1.4.2 The West Scalable Data Center Wired Switch Status and Prospect (2013-2025)
  1.4.3 Southwest Scalable Data Center Wired Switch Status and Prospect (2013-2025)
  1.4.4 The Middle Atlantic Scalable Data Center Wired Switch Status and Prospect (2013-2025)
  1.4.5 New England Scalable Data Center Wired Switch Status and Prospect (2013-2025)
  1.4.6 The South Scalable Data Center Wired Switch Status and Prospect (2013-2025)
  1.4.7 The Midwest Scalable Data Center Wired Switch Status and Prospect (2013-2025)
1.5 United States Market Size (Value and Volume) of Scalable Data Center Wired Switch (2013-2025)
  1.5.1 United States Scalable Data Center Wired Switch Sales and Growth Rate (2013-2025)
  1.5.2 United States Scalable Data Center Wired Switch Revenue and Growth Rate (2013-2025)

2 UNITED STATES SCALABLE DATA CENTER WIRED SWITCH MARKET COMPETITION BY PLAYERS/SUPPLIERS

2.1 United States Scalable Data Center Wired Switch Sales and Market Share of Key Players/Suppliers (2013-2018)
2.2 United States Scalable Data Center Wired Switch Revenue and Share by Players/Suppliers (2013-2018)
2.3 United States Scalable Data Center Wired Switch Average Price by Players/Suppliers (2013-2018)
2.4 United States Scalable Data Center Wired Switch Market Competitive Situation and Trends
  2.4.1 United States Scalable Data Center Wired Switch Market Concentration Rate
  2.4.2 United States Scalable Data Center Wired Switch Market Share of Top 3 and Top 5 Players/Suppliers
  2.4.3 Mergers & Acquisitions, Expansion in United States Market
2.5 United States Players/Suppliers Scalable Data Center Wired Switch Manufacturing Base Distribution, Sales Area, Product Type

3 UNITED STATES SCALABLE DATA CENTER WIRED SWITCH SALES (VOLUME) AND REVENUE (VALUE) BY REGION (2013-2018)

3.1 United States Scalable Data Center Wired Switch Sales and Market Share by Region (2013-2018)
3.2 United States Scalable Data Center Wired Switch Revenue and Market Share by Region (2013-2018)
3.3 United States Scalable Data Center Wired Switch Price by Region (2013-2018)

4 UNITED STATES SCALABLE DATA CENTER WIRED SWITCH SALES (VOLUME) AND REVENUE (VALUE) BY TYPE (PRODUCT CATEGORY) (2013-2018)

4.1 United States Scalable Data Center Wired Switch Sales and Market Share by Type (Product Category) (2013-2018)
4.2 United States Scalable Data Center Wired Switch Revenue and Market Share by Type (2013-2018)
4.3 United States Scalable Data Center Wired Switch Price by Type (2013-2018)
4.4 United States Scalable Data Center Wired Switch Sales Growth Rate by Type (2013-2018)

5 UNITED STATES SCALABLE DATA CENTER WIRED SWITCH SALES (VOLUME) BY APPLICATION (2013-2018)

5.1 United States Scalable Data Center Wired Switch Sales and Market Share by Application (2013-2018)
5.2 United States Scalable Data Center Wired Switch Sales Growth Rate by Application (2013-2018)
5.3 Market Drivers and Opportunities

6 UNITED STATES SCALABLE DATA CENTER WIRED SWITCH PLAYERS/SUPPLIERS PROFILES AND SALES DATA

6.1 Broadcom
  6.1.1 Company Basic Information, Manufacturing Base and Competitors
  6.1.2 Scalable Data Center Wired Switch Product Category, Application and Specification
    6.1.2.1 Product A
    6.1.2.2 Product B
  6.1.3 Broadcom Scalable Data Center Wired Switch Sales, Revenue, Price and Gross Margin (2013-2018)
  6.1.4 Main Business/Business Overview
6.2 Brocade
  6.2.2 Scalable Data Center Wired Switch Product Category, Application and Specification
    6.2.2.1 Product A
    6.2.2.2 Product B
  6.2.3 Brocade Scalable Data Center Wired Switch Sales, Revenue, Price and Gross Margin (2013-2018)
  6.2.4 Main Business/Business Overview
6.3 Cavium Networks
  6.3.2 Scalable Data Center Wired Switch Product Category, Application and Specification
    6.3.2.1 Product A
    6.3.2.2 Product B
  6.3.3 Cavium Networks Scalable Data Center Wired Switch Sales, Revenue, Price and Gross Margin (2013-2018)
  6.3.4 Main Business/Business Overview
6.4 Cisco
  6.4.2 Scalable Data Center Wired Switch Product Category, Application and Specification
    6.4.2.1 Product A
    6.4.2.2 Product B
  6.4.3 Cisco Scalable Data Center Wired Switch Sales, Revenue, Price and Gross Margin (2013-2018)
  6.4.4 Main Business/Business Overview
6.5 Facebook Pods
  6.5.2 Scalable Data Center Wired Switch Product Category, Application and Specification
    6.5.2.1 Product A
    6.5.2.2 Product B
  6.5.3 Facebook Pods Scalable Data Center Wired Switch Sales, Revenue, Price and Gross Margin (2013-2018)
  6.5.4 Main Business/Business Overview
6.6 Arris / Broadcom
  6.6.2 Scalable Data Center Wired Switch Product Category, Application and Specification
    6.6.2.1 Product A
    6.6.2.2 Product B
  6.6.3 Arris / Broadcom Scalable Data Center Wired Switch Sales, Revenue, Price and Gross Margin (2013-2018)
  6.6.4 Main Business/Business Overview
6.7 IBM
  6.7.2 Scalable Data Center Wired Switch Product Category, Application and Specification
    6.7.2.1 Product A
    6.7.2.2 Product B
  6.7.3 IBM Scalable Data Center Wired Switch Sales, Revenue, Price and Gross Margin (2013-2018)
  6.7.4 Main Business/Business Overview
6.8 Intel
  6.8.2 Scalable Data Center Wired Switch Product Category, Application and Specification
    6.8.2.1 Product A
    6.8.2.2 Product B
  6.8.3 Intel Scalable Data Center Wired Switch Sales, Revenue, Price and Gross Margin (2013-2018)
  6.8.4 Main Business/Business Overview
6.9 Mellanox Technologies
  6.9.2 Scalable Data Center Wired Switch Product Category, Application and Specification
    6.9.2.1 Product A
    6.9.2.2 Product B
  6.9.3 Mellanox Technologies Scalable Data Center Wired Switch Sales, Revenue, Price and Gross Margin (2013-2018)
  6.9.4 Main Business/Business Overview
6.10 Alphabet / Google
  6.10.2 Scalable Data Center Wired Switch Product Category, Application and Specification
    6.10.2.1 Product A
    6.10.2.2 Product B
  6.10.3 Alphabet / Google Scalable Data Center Wired Switch Sales, Revenue, Price and Gross Margin (2013-2018)
  6.10.4 Main Business/Business Overview
6.11 Nvidia
6.12 Walmart
6.13 ZT Systems

7 SCALABLE DATA CENTER WIRED SWITCH MANUFACTURING COST ANALYSIS

7.1 Scalable Data Center Wired Switch Key Raw Materials Analysis
  7.1.1 Key Raw Materials
  7.1.2 Price Trend of Key Raw Materials
  7.1.3 Key Suppliers of Raw Materials
  7.1.4 Market Concentration Rate of Raw Materials
7.2 Proportion of Manufacturing Cost Structure
  7.2.1 Raw Materials
  7.2.2 Labor Cost
  7.2.3 Manufacturing Expenses
7.3 Manufacturing Process Analysis of Scalable Data Center Wired Switch

8 INDUSTRIAL CHAIN, SOURCING STRATEGY AND DOWNSTREAM BUYERS

8.1 Scalable Data Center Wired Switch Industrial Chain Analysis
8.2 Upstream Raw Materials Sourcing
8.3 Raw Materials Sources of Scalable Data Center Wired Switch Major Manufacturers in 2017
8.4 Downstream Buyers

9 MARKETING STRATEGY ANALYSIS, DISTRIBUTORS/TRADERS

9.1 Marketing Channel
  9.1.1 Direct Marketing
  9.1.2 Indirect Marketing
  9.1.3 Marketing Channel Development Trend
9.2 Market Positioning
  9.2.1 Pricing Strategy
  9.2.2 Brand Strategy
  9.2.3 Target Client
9.3 Distributors/Traders List

10 MARKET EFFECT FACTORS ANALYSIS

10.1 Technology Progress/Risk
  10.1.1 Substitutes Threat
  10.1.2 Technology Progress in Related Industry
10.2 Consumer Needs/Customer Preference Change
10.3 Economic/Political Environmental Change

11 UNITED STATES SCALABLE DATA CENTER WIRED SWITCH MARKET SIZE (VALUE AND VOLUME) FORECAST (2018-2025)

11.1 United States Scalable Data Center Wired Switch Sales Volume, Revenue Forecast (2018-2025)
11.2 United States Scalable Data Center Wired Switch Sales Volume Forecast by Type (2018-2025)
11.3 United States Scalable Data Center Wired Switch Sales Volume Forecast by Application (2018-2025)
11.4 United States Scalable Data Center Wired Switch Sales Volume Forecast by Region (2018-2025)

12 RESEARCH FINDINGS AND CONCLUSION

13 APPENDIX

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 Disclaimer

The report requires updating with new data and is sent in 2-3 business days after order is placed.

List Of Tables

LIST OF TABLES AND FIGURES

Figure Product Picture of Scalable Data Center Wired Switch
Figure United States Scalable Data Center Wired Switch Market Size (Units) by Type (2013-2025)
Figure United States Scalable Data Center Wired Switch Sales Volume Market Share by Type (Product Category) in 2017
Figure Modular Ethernet switches Product Picture
Figure Fixed Configuration Ethernet switches Product Picture
Figure United States Scalable Data Center Wired Switch Market Size (Units) by Application (2013-2025)
Figure United States Sales Market Share of Scalable Data Center Wired Switch by Application in 2017
Figure Cloud Computing Examples
Table Key Downstream Customer in Cloud Computing
Figure Commercial Examples
Table Key Downstream Customer in Commercial
Figure Others Examples
Table Key Downstream Customer in Others
Figure United States Scalable Data Center Wired Switch Market Size (Million USD) by Region (2013-2025)
Figure The West Scalable Data Center Wired Switch Revenue (Million USD) and Growth Rate (2013-2025)
Figure Southwest Scalable Data Center Wired Switch Revenue (Million USD) and Growth Rate (2013-2025)
Figure The Middle Atlantic Scalable Data Center Wired Switch Revenue (Million USD) and Growth Rate (2013-2025)
Figure New England Scalable Data Center Wired Switch Revenue (Million USD) and Growth Rate (2013-2025)
Figure The South of US Scalable Data Center Wired Switch Revenue (Million USD) and Growth Rate (2013-2025)
Figure The Midwest Scalable Data Center Wired Switch Revenue (Million USD) and Growth Rate (2013-2025)
Figure United States Scalable Data Center Wired Switch Sales (Units) and Growth Rate (2013-2025)
Figure United States Scalable Data Center Wired Switch Revenue (Million USD) and Growth Rate (2013-2025)
Figure United States Scalable Data Center Wired Switch Market Major Players Product Sales Volume (Units) (2013-2018)
Table United States Scalable Data Center Wired Switch Sales (Units) of Key Players/Suppliers (2013-2018)
Table United States Scalable Data Center Wired Switch Sales Share by Players/Suppliers (2013-2018)
Figure 2017 United States Scalable Data Center Wired Switch Sales Share by Players/Suppliers
Figure 2017 United States Scalable Data Center Wired Switch Sales Share by Players/Suppliers
Figure United States Scalable Data Center Wired Switch Market Major Players Product Revenue (Million USD) (2013-2018)
Table United States Scalable Data Center Wired Switch Revenue (Million USD) by Players/Suppliers (2013-2018)
Table United States Scalable Data Center Wired Switch Revenue Share by Players/Suppliers (2013-2018)
Figure 2017 United States Scalable Data Center Wired Switch Revenue Share by Players/Suppliers
Figure 2017 United States Scalable Data Center Wired Switch Revenue Share by Players/Suppliers
Table United States Market Scalable Data Center Wired Switch Average Price (K USD/Unit) of Key Players/Suppliers (2013-2018)
Figure United States Market Scalable Data Center Wired Switch Average Price (K USD/Unit) of Key Players/Suppliers in 2017
Figure United States Scalable Data Center Wired Switch Market Share of Top 3 Players/Suppliers
Figure United States Scalable Data Center Wired Switch Market Share of Top 5 Players/Suppliers
Table United States Players/Suppliers Scalable Data Center Wired Switch Manufacturing Base Distribution and Sales Area
Table United States Players/Suppliers Scalable Data Center Wired Switch Product Category
Table United States Scalable Data Center Wired Switch Sales (Units) by Region (2013-2018)
Table United States Scalable Data Center Wired Switch Sales Share by Region (2013-2018)
Figure United States Scalable Data Center Wired Switch Sales Share by Region (2013-2018)
Figure United States Scalable Data Center Wired Switch Sales Market Share by Region in 2017
Table United States Scalable Data Center Wired Switch Revenue (Million USD) and Market Share by Region (2013-2018)
Table United States Scalable Data Center Wired Switch Revenue Share by Region (2013-2018)
Figure United States Scalable Data Center Wired Switch Revenue Market Share by Region (2013-2018)
Figure United States Scalable Data Center Wired Switch Revenue Market Share by Region in 2017
Table United States Scalable Data Center Wired Switch Price (K USD/Unit) by Region (2013-2018)
Table United States Scalable Data Center Wired Switch Sales (Units) by Type (2013-2018)
Table United States Scalable Data Center Wired Switch Sales Share by Type (2013-2018)
Figure United States Scalable Data Center Wired Switch Sales Share by Type (2013-2018)
Figure United States Scalable Data Center Wired Switch Sales Market Share by Type in 2017
Table United States Scalable Data Center Wired Switch Revenue (Million USD) and Market Share by Type (2013-2018)
Table United States Scalable Data Center Wired Switch Revenue Share by Type (2013-2018)
Figure Revenue Market Share of Scalable Data Center Wired Switch by Type (2013-2018)
Figure Revenue Market Share of Scalable Data Center Wired Switch by Type in 2017
Table United States Scalable Data Center Wired Switch Price (K USD/Unit) by Types (2013-2018)
Figure United States Scalable Data Center Wired Switch Sales Growth Rate by Type (2013-2018)
Table United States Scalable Data Center Wired Switch Sales (Units) by Application (2013-2018)
Table United States Scalable Data Center Wired Switch Sales Market Share by Application (2013-2018)
Figure United States Scalable Data Center Wired Switch Sales Market Share by Application (2013-2018)
Figure United States Scalable Data Center Wired Switch Sales Market Share by Application in 2017
Table United States Scalable Data Center Wired Switch Sales Growth Rate by Application (2013-2018)
Figure United States Scalable Data Center Wired Switch Sales Growth Rate by Application (2013-2018)
Table Broadcom Basic Information List
Table Broadcom Scalable Data Center Wired Switch Sales (Units), Revenue (Million USD), Price (K USD/Unit) and Gross Margin (2013-2018)
Figure Broadcom Scalable Data Center Wired Switch Sales Growth Rate (2013-2018)
Figure Broadcom Scalable Data Center Wired Switch Sales Market Share in United States (2013-2018)
Figure Broadcom Scalable Data Center Wired Switch Revenue Market Share in United States (2013-2018)
Table Brocade Basic Information List
Table Brocade Scalable Data Center Wired Switch Sales (Units), Revenue (Million USD), Price (K USD/Unit) and Gross Margin (2013-2018)
Figure Brocade Scalable Data Center Wired Switch Sales Growth Rate (2013-2018)
Figure Brocade Scalable Data Center Wired Switch Sales Market Share in United States (2013-2018)
Figure Brocade Scalable Data Center Wired Switch Revenue Market Share in United States (2013-2018)
Table Cavium Networks Basic Information List
Table Cavium Networks Scalable Data Center Wired Switch Sales (Units), Revenue (Million USD), Price (K USD/Unit) and Gross Margin (2013-2018)
Figure Cavium Networks Scalable Data Center Wired Switch Sales Growth Rate (2013-2018)
Figure Cavium Networks Scalable Data Center Wired Switch Sales Market Share in United States (2013-2018)
Figure Cavium Networks Scalable Data Center Wired Switch Revenue Market Share in United States (2013-2018)
Table Cisco Basic Information List
Table Cisco Scalable Data Center Wired Switch Sales (Units), Revenue (Million USD), Price (K USD/Unit) and Gross Margin (2013-2018)
Figure Cisco Scalable Data Center Wired Switch Sales Growth Rate (2013-2018)
Figure Cisco Scalable Data Center Wired Switch Sales Market Share in United States (2013-2018)
Figure Cisco Scalable Data Center Wired Switch Revenue Market Share in United States (2013-2018)
Table Facebook Pods Basic Information List
Table Facebook Pods Scalable Data Center Wired Switch Sales (Units), Revenue (Million USD), Price (K USD/Unit) and Gross Margin (2013-2018)
Figure Facebook Pods Scalable Data Center Wired Switch Sales Growth Rate (2013-2018)
Figure Facebook Pods Scalable Data Center Wired Switch Sales Market Share in United States (2013-2018)
Figure Facebook Pods Scalable Data Center Wired Switch Revenue Market Share in United States (2013-2018)
Table Arris / Broadcom Basic Information List
Table Arris / Broadcom Scalable Data Center Wired Switch Sales (Units), Revenue (Million USD), Price (K USD/Unit) and Gross Margin (2013-2018)
Figure Arris / Broadcom Scalable Data Center Wired Switch Sales Growth Rate (2013-2018)
Figure Arris / Broadcom Scalable Data Center Wired Switch Sales Market Share in United States (2013-2018)
Figure Arris / Broadcom Scalable Data Center Wired Switch Revenue Market Share in United States (2013-2018)
Table IBM Basic Information List
Table IBM Scalable Data Center Wired Switch Sales (Units), Revenue (Million USD), Price (K USD/Unit) and Gross Margin (2013-2018)
Figure IBM Scalable Data Center Wired Switch Sales Growth Rate (2013-2018)
Figure IBM Scalable Data Center Wired Switch Sales Market Share in United States (2013-2018)
Figure IBM Scalable Data Center Wired Switch Revenue Market Share in United States (2013-2018)
Table Intel Basic Information List
Table Intel Scalable Data Center Wired Switch Sales (Units), Revenue (Million USD), Price (K USD/Unit) and Gross Margin (2013-2018)
Figure Intel Scalable Data Center Wired Switch Sales Growth Rate (2013-2018)
Figure Intel Scalable Data Center Wired Switch Sales Market Share in United States (2013-2018)
Figure Intel Scalable Data Center Wired Switch Revenue Market Share in United States (2013-2018)
Table Mellanox Technologies Basic Information List
Table Mellanox Technologies Scalable Data Center Wired Switch Sales (Units), Revenue (Million USD), Price (K USD/Unit) and Gross Margin (2013-2018)
Figure Mellanox Technologies Scalable Data Center Wired Switch Sales Growth Rate (2013-2018)
Figure Mellanox Technologies Scalable Data Center Wired Switch Sales Market Share in United States (2013-2018)
Figure Mellanox Technologies Scalable Data Center Wired Switch Revenue Market Share in United States (2013-2018)
Table Alphabet / Google Basic Information List
Table Alphabet / Google Scalable Data Center Wired Switch Sales (Units), Revenue (Million USD), Price (K USD/Unit) and Gross Margin (2013-2018)
Figure Alphabet / Google Scalable Data Center Wired Switch Sales Growth Rate (2013-2018)
Figure Alphabet / Google Scalable Data Center Wired Switch Sales Market Share in United States (2013-2018)
Figure Alphabet / Google Scalable Data Center Wired Switch Revenue Market Share in United States (2013-2018)
Table Nvidia Basic Information List
Table Walmart Basic Information List
Table ZT Systems Basic Information List
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 Scalable Data Center Wired Switch
Figure Manufacturing Process Analysis of Scalable Data Center Wired Switch
Figure Scalable Data Center Wired Switch Industrial Chain Analysis
Table Raw Materials Sources of Scalable Data Center Wired Switch Major Players/Suppliers in 2017
Table Major Buyers of Scalable Data Center Wired Switch
Table Distributors/Traders List
Figure United States Scalable Data Center Wired Switch Sales Volume (Units) and Growth Rate Forecast (2018-2025)
Figure United States Scalable Data Center Wired Switch Revenue (Million USD) and Growth Rate Forecast (2018-2025)
Figure United States Scalable Data Center Wired Switch Price (K USD/Unit) Trend Forecast (2018-2025)
Table United States Scalable Data Center Wired Switch Sales Volume (Units) Forecast by Type (2018-2025)
Figure United States Scalable Data Center Wired Switch Sales Volume (Units) Forecast by Type (2018-2025)
Figure United States Scalable Data Center Wired Switch Sales Volume (Units) Forecast by Type in 2025
Table United States Scalable Data Center Wired Switch Sales Volume (Units) Forecast by Application (2018-2025)
Figure United States Scalable Data Center Wired Switch Sales Volume (Units) Forecast by Application (2018-2025)
Figure United States Scalable Data Center Wired Switch Sales Volume (Units) Forecast by Application in 2025
Table United States Scalable Data Center Wired Switch Sales Volume (Units) Forecast by Region (2018-2025)
Table United States Scalable Data Center Wired Switch Sales Volume Share Forecast by Region (2018-2025)
Figure United States Scalable Data Center Wired Switch Sales Volume Share Forecast by Region (2018-2025)
Figure United States Scalable Data Center Wired Switch Sales Volume Share Forecast by Region in 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