Europe Industrial Smart Meters Market Report 2016

Published Date : 2016-11-21

Published By : QYResearchGroups

Category : Electronics

No. of Pages : 105

Notes:
Sales, means the sales volume of Industrial Smart Meters
Revenue, means the sales value of Industrial Smart Meters

This report studies sales (consumption) of Industrial Smart Meters in Europe market, especially in Germany, UK, France, Russia, Italy, Benelux and Spain, focuses on top players in these countries, with sales, price, revenue and market share for each player in these Countries, covering
Holley Metering
Itron
Landis+Gyr
Jiangsu Linyang Electronics
Delixi Group
General Electric
Schneider Electric
Siemens

Market Segment by Countries, this report splits Europe into several key Countries, with sales (consumption), revenue, market share and growth rate of Industrial Smart Meters in these countries, from 2011 to 2021 (forecast), like
Germany
France
UK
Russia
Italy
Spain
Benelux

Split by product type, with sales, revenue, price, market share and growth rate of each type, can be divided into
Type I
Type II
Type III
Split by application, this report focuses on sales, market share and growth rate of Industrial Smart Meters in each application, can be divided into
Application 1
Application 2
Application 3

Table of Contents

Europe Industrial Smart Meters Market Report 2016
1 Industrial Smart Meters Overview
1.1 Product Overview and Scope of Industrial Smart Meters
1.2 Classification of Industrial Smart Meters
1.2.1 Type I
1.2.2 Type II
1.2.3 Type III
1.3 Application of Industrial Smart Meters
1.3.1 Application 1
1.3.2 Application 2
1.3.3 Application 3
1.4 Industrial Smart Meters Market by Countries
1.4.1 Germany Status and Prospect (2011-2021)
1.4.2 France Status and Prospect (2011-2021)
1.4.3 UK Status and Prospect (2011-2021)
1.4.4 Russia Status and Prospect (2011-2021)
1.4.5 Italy Status and Prospect (2011-2021)
1.4.6 Spain Status and Prospect (2011-2021)
1.4.7 Benelux Status and Prospect (2011-2021)
1.5 Europe Market Size (Value and Volume) of Industrial Smart Meters (2011-2021)
1.5.1 Europe Industrial Smart Meters Sales and Growth Rate (2011-2021)
1.5.2 Europe Industrial Smart Meters Revenue and Growth Rate (2011-2021)

2 Europe Industrial Smart Meters by Manufacturers, Type and Application
2.1 Europe Industrial Smart Meters Market Competition by Manufacturers
2.1.1 Europe Industrial Smart Meters Sales and Market Share of Key Manufacturers (2015 and 2016)
2.1.2 Europe Industrial Smart Meters Revenue and Share by Manufacturers (2015 and 2016)
2.2 Europe Industrial Smart Meters (Volume and Value) by Type
2.2.1 Europe Industrial Smart Meters Sales and Market Share by Type (2011-2016)
2.2.2 Europe Industrial Smart Meters Revenue and Market Share by Type (2011-2016)
2.3 Europe Industrial Smart Meters (Volume and Value) by Countries
2.3.1 Europe Industrial Smart Meters Sales and Market Share by Countries (2011-2016)
2.3.2 Europe Industrial Smart Meters Revenue and Market Share by Countries (2011-2016)
2.4 Europe Industrial Smart Meters (Volume) by Application

3 Germany Industrial Smart Meters (Volume, Value and Sales Price)
3.1 Germany Industrial Smart Meters Sales and Value (2011-2016)
3.1.1 Germany Industrial Smart Meters Sales and Growth Rate (2011-2016)
3.1.2 Germany Industrial Smart Meters Revenue and Growth Rate (2011-2016)
3.1.3 Germany Industrial Smart Meters Sales Price Trend (2011-2016)
3.2 Germany Industrial Smart Meters Sales and Market Share by Manufacturers
3.3 Germany Industrial Smart Meters Sales and Market Share by Type
3.4 Germany Industrial Smart Meters Sales and Market Share by Application

4 France Industrial Smart Meters (Volume, Value and Sales Price)
4.1 France Industrial Smart Meters Sales and Value (2011-2016)
4.1.1 France Industrial Smart Meters Sales and Growth Rate (2011-2016)
4.1.2 France Industrial Smart Meters Revenue and Growth Rate (2011-2016)
4.1.4 France Industrial Smart Meters Sales Price Trend (2011-2016)
4.2 France Industrial Smart Meters Sales and Market Share by Manufacturers
4.3 France Industrial Smart Meters Sales and Market Share by Type
4.4 France Industrial Smart Meters Sales and Market Share by Application

5 UK Industrial Smart Meters (Volume, Value and Sales Price)
5.1 UK Industrial Smart Meters Sales and Value (2011-2016)
5.1.1 UK Industrial Smart Meters Sales and Growth Rate (2011-2016)
5.1.2 UK Industrial Smart Meters Revenue and Growth Rate (2011-2016)
5.1.5 UK Industrial Smart Meters Sales Price Trend (2011-2016)
5.2 UK Industrial Smart Meters Sales and Market Share by Manufacturers
5.3 UK Industrial Smart Meters Sales and Market Share by Type
5.4 UK Industrial Smart Meters Sales and Market Share by Application

6 Russia Industrial Smart Meters (Volume, Value and Sales Price)
6.1 Russia Industrial Smart Meters Sales and Value (2011-2016)
6.1.1 Russia Industrial Smart Meters Sales and Growth Rate (2011-2016)
6.1.2 Russia Industrial Smart Meters Revenue and Growth Rate (2011-2016)
6.1.6 Russia Industrial Smart Meters Sales Price Trend (2011-2016)
6.2 Russia Industrial Smart Meters Sales and Market Share by Manufacturers
6.3 Russia Industrial Smart Meters Sales and Market Share by Type
6.4 Russia Industrial Smart Meters Sales and Market Share by Application

7 Italy Industrial Smart Meters (Volume, Value and Sales Price)
7.1 Italy Industrial Smart Meters Sales and Value (2011-2016)
7.1.1 Italy Industrial Smart Meters Sales and Growth Rate (2011-2016)
7.1.2 Italy Industrial Smart Meters Revenue and Growth Rate (2011-2016)
7.1.7 Italy Industrial Smart Meters Sales Price Trend (2011-2016)
7.2 Italy Industrial Smart Meters Sales and Market Share by Manufacturers
7.3 Italy Industrial Smart Meters Sales and Market Share by Type
7.4 Italy Industrial Smart Meters Sales and Market Share by Application

8 Spain Industrial Smart Meters (Volume, Value and Sales Price)
8.1 Spain Industrial Smart Meters Sales and Value (2011-2016)
8.1.1 Spain Industrial Smart Meters Sales and Growth Rate (2011-2016)
8.1.2 Spain Industrial Smart Meters Revenue and Growth Rate (2011-2016)
8.1.8 Spain Industrial Smart Meters Sales Price Trend (2011-2016)
8.2 Spain Industrial Smart Meters Sales and Market Share by Manufacturers
8.3 Spain Industrial Smart Meters Sales and Market Share by Type
8.4 Spain Industrial Smart Meters Sales and Market Share by Application

9 Benelux Industrial Smart Meters (Volume, Value and Sales Price)
9.1 Benelux Industrial Smart Meters Sales and Value (2011-2016)
9.1.1 Benelux Industrial Smart Meters Sales and Growth Rate (2011-2016)
9.1.2 Benelux Industrial Smart Meters Revenue and Growth Rate (2011-2016)
9.1.9 Benelux Industrial Smart Meters Sales Price Trend (2011-2016)
9.2 Benelux Industrial Smart Meters Sales and Market Share by Manufacturers
9.3 Benelux Industrial Smart Meters Sales and Market Share by Type
9.4 Benelux Industrial Smart Meters Sales and Market Share by Application

10 Europe Industrial Smart Meters Manufacturers Analysis
10.1 Holley Metering
10.1.1 Company Basic Information, Manufacturing Base and Competitors
10.1.2 Industrial Smart Meters Product Type, Application and Specification
10.1.2.1 Type I
10.1.2.2 Type II
10.1.3 Holley Metering Industrial Smart Meters Sales, Revenue, Price and Gross Margin (2011-2016)
10.1.4 Main Business/Business Overview
10.2 Itron
10.2.1 Company Basic Information, Manufacturing Base and Competitors
10.2.2 Industrial Smart Meters Product Type, Application and Specification
10.2.2.1 Type I
10.2.2.2 Type II
10.2.3 Itron Industrial Smart Meters Sales, Revenue, Price and Gross Margin (2011-2016)
10.2.4 Main Business/Business Overview
10.3 Landis+Gyr
10.3.1 Company Basic Information, Manufacturing Base and Competitors
10.3.2 Industrial Smart Meters Product Type, Application and Specification
10.3.2.1 Type I
10.3.2.2 Type II
10.3.3 Landis+Gyr Industrial Smart Meters Sales, Revenue, Price and Gross Margin (2011-2016)
10.3.4 Main Business/Business Overview
10.4 Jiangsu Linyang Electronics
10.4.1 Company Basic Information, Manufacturing Base and Competitors
10.4.2 Industrial Smart Meters Product Type, Application and Specification
10.4.2.1 Type I
10.4.2.2 Type II
10.4.3 Jiangsu Linyang Electronics Industrial Smart Meters Sales, Revenue, Price and Gross Margin (2011-2016)
10.4.4 Main Business/Business Overview
10.5 Delixi Group
10.5.1 Company Basic Information, Manufacturing Base and Competitors
10.5.2 Industrial Smart Meters Product Type, Application and Specification
10.5.2.1 Type I
10.5.2.2 Type II
10.5.3 Delixi Group Industrial Smart Meters Sales, Revenue, Price and Gross Margin (2011-2016)
10.5.4 Main Business/Business Overview
10.6 General Electric
10.6.1 Company Basic Information, Manufacturing Base and Competitors
10.6.2 Industrial Smart Meters Product Type, Application and Specification
10.6.2.1 Type I
10.6.2.2 Type II
10.6.3 General Electric Industrial Smart Meters Sales, Revenue, Price and Gross Margin (2011-2016)
10.6.4 Main Business/Business Overview
10.7 Schneider Electric
10.7.1 Company Basic Information, Manufacturing Base and Competitors
10.7.2 Industrial Smart Meters Product Type, Application and Specification
10.7.2.1 Type I
10.7.2.2 Type II
10.7.3 Schneider Electric Industrial Smart Meters Sales, Revenue, Price and Gross Margin (2011-2016)
10.7.4 Main Business/Business Overview
10.8 Siemens
10.8.1 Company Basic Information, Manufacturing Base and Competitors
10.8.2 Industrial Smart Meters Product Type, Application and Specification
10.8.2.1 Type I
10.8.2.2 Type II
10.8.3 Siemens Industrial Smart Meters Sales, Revenue, Price and Gross Margin (2011-2016)
10.8.4 Main Business/Business Overview

11 Industrial Smart Meters Manufacturing Cost Analysis
11.1 Industrial Smart Meters Key Raw Materials Analysis
11.1.1 Key Raw Materials
11.1.2 Price Trend of Key Raw Materials
11.1.3 Key Suppliers of Raw Materials
11.1.4 Market Concentration Rate of Raw Materials
11.2 Proportion of Manufacturing Cost Structure
11.2.1 Raw Materials
11.2.2 Labor Cost
11.2.3 Manufacturing Expenses
11.3 Manufacturing Process Analysis of Industrial Smart Meters

12 Industrial Chain, Sourcing Strategy and Downstream Buyers
12.1 Industrial Smart Meters Industrial Chain Analysis
12.2 Upstream Raw Materials Sourcing
12.3 Raw Materials Sources of Industrial Smart Meters Major Manufacturers in 2015
12.4 Downstream Buyers

13 Marketing Strategy Analysis, Distributors/Traders
13.1 Marketing Channel
13.1.1 Direct Marketing
13.1.2 Indirect Marketing
13.1.3 Marketing Channel Development Trend
13.2 Market Positioning
13.2.1 Pricing Strategy
13.2.2 Brand Strategy
13.2.3 Target Client
13.3 Distributors/Traders List

14 Europe Industrial Smart Meters Market Forecast (2016-2021)
14.1 Germany Industrial Smart Meters Sales Forecast (2016-2021)
14.2 France Industrial Smart Meters Sales Forecast (2016-2021)
14.3 UK Industrial Smart Meters Sales Forecast (2016-2021)
14.4 Russia Industrial Smart Meters Sales Forecast (2016-2021)
14.5 Italy Industrial Smart Meters Sales Forecast (2016-2021)
14.6 Spain Industrial Smart Meters Sales Forecast (2016-2021)
14.7 Benelux Industrial Smart Meters Sales Forecast (2016-2021)
14.8 Europe Industrial Smart Meters Sales Forecast by Type (2016-2021)
14.9 Europe Industrial Smart Meters Sales Forecast by Application (2016-2021)

15 Research Findings and Conclusion

16 Appendix
Author List
Disclosure Section
Research Methodology
Data Source
Disclaimer



List of Tables and Figures

Figure Picture of Industrial Smart Meters
Table Classification of Industrial Smart Meters
Figure Europe Sales Market Share of Industrial Smart Meters by Type in 2015
Figure Type I Picture
Figure Type II Picture
Table Application of Industrial Smart Meters
Figure Europe Sales Market Share of Industrial Smart Meters by Application in 2015
Figure Application 1 Examples
Figure Application 2 Examples
Figure Germany Industrial Smart Meters Revenue and Growth Rate (2011-2021)
Figure France Industrial Smart Meters Revenue and Growth Rate (2011-2021)
Figure UK Industrial Smart Meters Revenue and Growth Rate (2011-2021)
Figure Russia Industrial Smart Meters Revenue and Growth Rate (2011-2021)
Figure Italy Industrial Smart Meters Revenue and Growth Rate (2011-2021)
Figure Spain Industrial Smart Meters Revenue and Growth Rate (2011-2021)
Figure Benelux Industrial Smart Meters Revenue and Growth Rate (2011-2021)
Figure Europe Industrial Smart Meters Sales and Growth Rate (2011-2021)
Figure Europe Industrial Smart Meters Revenue and Growth Rate (2011-2021)
Table Europe Industrial Smart Meters Sales of Key Manufacturers (2015 and 2016)
Table Europe Industrial Smart Meters Sales Share by Manufacturers (2015 and 2016)
Figure 2015 Industrial Smart Meters Sales Share by Manufacturers
Figure 2016 Industrial Smart Meters Sales Share by Manufacturers
Table Europe Industrial Smart Meters Revenue by Manufacturers (2015 and 2016)
Table Europe Industrial Smart Meters Revenue Share by Manufacturers (2015 and 2016)
Table 2015 Europe Industrial Smart Meters Revenue Share by Manufacturers
Table 2016 Europe Industrial Smart Meters Revenue Share by Manufacturers
Table Europe Industrial Smart Meters Sales and Market Share by Type (2011-2016)
Table Europe Industrial Smart Meters Sales Share by Type (2011-2016)
Figure Sales Market Share of Industrial Smart Meters by Type (2011-2016)
Figure Europe Industrial Smart Meters Sales Growth Rate by Type (2011-2016)
Table Europe Industrial Smart Meters Revenue and Market Share by Type (2011-2016)
Table Europe Industrial Smart Meters Revenue Share by Type (2011-2016)
Figure Revenue Market Share of Industrial Smart Meters by Type (2011-2016)
Figure Europe Industrial Smart Meters Revenue Growth Rate by Type (2011-2016)
Table Europe Industrial Smart Meters Sales and Market Share by Countries (2011-2016)
Table Europe Industrial Smart Meters Sales Share by Countries (2011-2016)
Figure Sales Market Share of Industrial Smart Meters by Countries (2011-2016)
Table Europe Industrial Smart Meters Revenue and Market Share by Countries (2011-2016)
Table Europe Industrial Smart Meters Revenue Share by Countries (2011-2016)
Figure Revenue Market Share of Industrial Smart Meters by Countries (2011-2016)
Table Europe Industrial Smart Meters Sales and Market Share by Application (2011-2016)
Table Europe Industrial Smart Meters Sales Share by Application (2011-2016)
Figure Sales Market Share of Industrial Smart Meters by Application (2011-2016)
Figure Germany Industrial Smart Meters Sales and Growth Rate (2011-2016)
Figure Germany Industrial Smart Meters Revenue and Growth Rate (2011-2016)
Figure Germany Industrial Smart Meters Sales Price Trend (2011-2016)
Table Germany Industrial Smart Meters Sales by Manufacturers (2015 and 2016)
Table Germany Industrial Smart Meters Market Share by Manufacturers (2015 and 2016)
Table Germany Industrial Smart Meters Sales by Type (2015 and 2016)
Table Germany Industrial Smart Meters Market Share by Type (2015 and 2016)
Table Germany Industrial Smart Meters Sales by Application (2015 and 2016)
Table Germany Industrial Smart Meters Market Share by Application (2015 and 2016)
Figure France Industrial Smart Meters Sales and Growth Rate (2011-2016)
Figure France Industrial Smart Meters Revenue and Growth Rate (2011-2016)
Figure France Industrial Smart Meters Sales Price Trend (2011-2016)
Table France Industrial Smart Meters Sales by Manufacturers (2015 and 2016)
Table France Industrial Smart Meters Market Share by Manufacturers (2015 and 2016)
Table France Industrial Smart Meters Sales by Type (2015 and 2016)
Table France Industrial Smart Meters Market Share by Type (2015 and 2016)
Table France Industrial Smart Meters Sales by Application (2015 and 2016)
Table France Industrial Smart Meters Market Share by Application (2015 and 2016)
Figure UK Industrial Smart Meters Sales and Growth Rate (2011-2016)
Figure UK Industrial Smart Meters Revenue and Growth Rate (2011-2016)
Figure UK Industrial Smart Meters Sales Price Trend (2011-2016)
Table UK Industrial Smart Meters Sales by Manufacturers (2015 and 2016)
Table UK Industrial Smart Meters Market Share by Manufacturers (2015 and 2016)
Table UK Industrial Smart Meters Sales by Type (2015 and 2016)
Table UK Industrial Smart Meters Market Share by Type (2015 and 2016)
Table UK Industrial Smart Meters Sales by Application (2015 and 2016)
Table UK Industrial Smart Meters Market Share by Application (2015 and 2016)
Figure Russia Industrial Smart Meters Sales and Growth Rate (2011-2016)
Figure Russia Industrial Smart Meters Revenue and Growth Rate (2011-2016)
Figure Russia Industrial Smart Meters Sales Price Trend (2011-2016)
Table Russia Industrial Smart Meters Sales by Manufacturers (2015 and 2016)
Table Russia Industrial Smart Meters Market Share by Manufacturers (2015 and 2016)
Table Russia Industrial Smart Meters Sales by Type (2015 and 2016)
Table Russia Industrial Smart Meters Market Share by Type (2015 and 2016)
Table Russia Industrial Smart Meters Sales by Application (2015 and 2016)
Table Russia Industrial Smart Meters Market Share by Application (2015 and 2016)
Figure Italy Industrial Smart Meters Sales and Growth Rate (2011-2016)
Figure Italy Industrial Smart Meters Revenue and Growth Rate (2011-2016)
Figure Italy Industrial Smart Meters Sales Price Trend (2011-2016)
Table Italy Industrial Smart Meters Sales by Manufacturers (2015 and 2016)
Table Italy Industrial Smart Meters Market Share by Manufacturers (2015 and 2016)
Table Italy Industrial Smart Meters Sales by Type (2015 and 2016)
Table Italy Industrial Smart Meters Market Share by Type (2015 and 2016)
Table Italy Industrial Smart Meters Sales by Application (2015 and 2016)
Table Italy Industrial Smart Meters Market Share by Application (2015 and 2016)
Figure Spain Industrial Smart Meters Sales and Growth Rate (2011-2016)
Figure Spain Industrial Smart Meters Revenue and Growth Rate (2011-2016)
Figure Spain Industrial Smart Meters Sales Price Trend (2011-2016)
Table Spain Industrial Smart Meters Sales by Manufacturers (2015 and 2016)
Table Spain Industrial Smart Meters Market Share by Manufacturers (2015 and 2016)
Table Spain Industrial Smart Meters Sales by Type (2015 and 2016)
Table Spain Industrial Smart Meters Market Share by Type (2015 and 2016)
Table Spain Industrial Smart Meters Sales by Application (2015 and 2016)
Table Spain Industrial Smart Meters Market Share by Application (2015 and 2016)
Figure Benelux Industrial Smart Meters Sales and Growth Rate (2011-2016)
Figure Benelux Industrial Smart Meters Revenue and Growth Rate (2011-2016)
Figure Benelux Industrial Smart Meters Sales Price Trend (2011-2016)
Table Benelux Industrial Smart Meters Sales by Manufacturers (2015 and 2016)
Table Benelux Industrial Smart Meters Market Share by Manufacturers (2015 and 2016)
Table Benelux Industrial Smart Meters Sales by Type (2015 and 2016)
Table Benelux Industrial Smart Meters Market Share by Type (2015 and 2016)
Table Benelux Industrial Smart Meters Sales by Application (2015 and 2016)
Table Benelux Industrial Smart Meters Market Share by Application (2015 and 2016)
Table Industrial Smart Meters Basic Information List
Table Holley Metering Industrial Smart Meters Sales, Revenue, Price and Gross Margin (2011-2016)
Figure Holley Metering Industrial Smart Meters Sales Market Share (2011-2016)
Table Itron Basic Information List
Table Itron Industrial Smart Meters Sales, Revenue, Price and Gross Margin (2011-2016)
Table Itron Industrial Smart Meters Sales Market Share (2011-2016)
Table Landis+Gyr Basic Information List
Table Landis+Gyr Industrial Smart Meters Sales, Revenue, Price and Gross Margin (2011-2016)
Table Landis+Gyr Industrial Smart Meters Sales Market Share (2011-2016)
Table Jiangsu Linyang Electronics Basic Information List
Table Jiangsu Linyang Electronics Industrial Smart Meters Sales, Revenue, Price and Gross Margin (2011-2016)
Table Jiangsu Linyang Electronics Industrial Smart Meters Sales Market Share (2011-2016)
Table Delixi Group Basic Information List
Table Delixi Group Industrial Smart Meters Sales, Revenue, Price and Gross Margin (2011-2016)
Table Delixi Group Industrial Smart Meters Sales Market Share (2011-2016)
Table General Electric Basic Information List
Table General Electric Industrial Smart Meters Sales, Revenue, Price and Gross Margin (2011-2016)
Table General Electric Industrial Smart Meters Sales Market Share (2011-2016)
Table Schneider Electric Basic Information List
Table Schneider Electric Industrial Smart Meters Sales, Revenue, Price and Gross Margin (2011-2016)
Table Schneider Electric Industrial Smart Meters Sales Market Share (2011-2016)
Table Siemens Basic Information List
Table Siemens Industrial Smart Meters Sales, Revenue, Price and Gross Margin (2011-2016)
Table Siemens Industrial Smart Meters Sales Market Share (2011-2016)
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 Industrial Smart Meters
Figure Manufacturing Process Analysis of Industrial Smart Meters
Figure Industrial Smart Meters Industrial Chain Analysis
Table Raw Materials Sources of Industrial Smart Meters Major Manufacturers in 2015
Table Major Buyers of Industrial Smart Meters
Table Distributors/Traders List
Figure Germany Industrial Smart Meters Sales and Growth Rate Forecast (2016-2021)
Figure Germany Industrial Smart Meters Revenue and Growth Rate Forecast (2016-2021)
Figure France Industrial Smart Meters Sales and Growth Rate Forecast (2016-2021)
Figure France Industrial Smart Meters Revenue and Growth Rate Forecast (2016-2021)
Figure UK Industrial Smart Meters Sales and Growth Rate Forecast (2016-2021)
Figure UK Industrial Smart Meters Revenue and Growth Rate Forecast (2016-2021)
Figure Russia Industrial Smart Meters Sales and Growth Rate Forecast (2016-2021)
Figure Russia Industrial Smart Meters Revenue and Growth Rate Forecast (2016-2021)
Figure Italy Industrial Smart Meters Sales and Growth Rate Forecast (2016-2021)
Figure Italy Industrial Smart Meters Revenue and Growth Rate Forecast (2016-2021)
Figure Spain Industrial Smart Meters Sales and Growth Rate Forecast (2016-2021)
Figure Spain Industrial Smart Meters Revenue and Growth Rate Forecast (2016-2021)
Figure Benelux Industrial Smart Meters Sales and Growth Rate Forecast (2016-2021)
Figure Benelux Industrial Smart Meters Revenue and Growth Rate Forecast (2016-2021)
Table Europe Industrial Smart Meters Sales Forecast by Type (2016-2021)
Table Europe Industrial Smart Meters Sales Forecast by Application (2016-2021)

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