Europe Robot Cleaner Market Report 2016
![](/report_cover/6975/europe-robot-cleaner-market-report-2016_q_en.gif)
Notes:
Sales, means the sales volume of Robot Cleaner
Revenue, means the sales value of Robot Cleaner
This report studies sales (consumption) of Robot Cleaner 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
Sales, means the sales volume of Robot Cleaner
Revenue, means the sales value of Robot Cleaner
This report studies sales (consumption) of Robot Cleaner 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
- IRobot
- Ecovrcs
- Haier
- Vbot
- Fmart
- KV8
- Proscenic
- Philips
- Samsung
- Grand-Pro
- Dibeo
- Tami Intelligence
- Germany
- France
- UK
- Russia
- Italy
- Spain
- Benelux
- Type I
- Type II
- Type III
- Application 1
- Application 2
- Application 3
Europe Robot Cleaner Market Report 2016
1 ROBOT CLEANER OVERVIEW
1.1 Product Overview and Scope of Robot Cleaner
1.2 Classification of Robot Cleaner
1.2.1 Type I
1.2.2 Type II
1.2.3 Type III
1.3 Application of Robot Cleaner
1.3.1 Application
1.3.2 Application
1.3.3 Application
1.4 Robot Cleaner 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 Robot Cleaner (2011-2021)
1.5.1 Europe Robot Cleaner Sales and Growth Rate (2011-2021)
1.5.2 Europe Robot Cleaner Revenue and Growth Rate (2011-2021)
2 EUROPE ROBOT CLEANER BY MANUFACTURERS, TYPE AND APPLICATION
2.1 Europe Robot Cleaner Market Competition by Manufacturers
2.1.1 Europe Robot Cleaner Sales and Market Share of Key Manufacturers (2015 and 2016)
2.1.2 Europe Robot Cleaner Revenue and Share by Manufacturers (2015 and 2016)
2.2 Europe Robot Cleaner (Volume and Value) by Type
2.2.1 Europe Robot Cleaner Sales and Market Share by Type (2011-2016)
2.2.2 Europe Robot Cleaner Revenue and Market Share by Type (2011-2016)
2.3 Europe Robot Cleaner (Volume and Value) by Countries
2.3.1 Europe Robot Cleaner Sales and Market Share by Countries (2011-2016)
2.3.2 Europe Robot Cleaner Revenue and Market Share by Countries (2011-2016)
2.4 Europe Robot Cleaner (Volume) by Application
3 GERMANY ROBOT CLEANER (VOLUME, VALUE AND SALES PRICE)
3.1 Germany Robot Cleaner Sales and Value (2011-2016)
3.1.1 Germany Robot Cleaner Sales and Growth Rate (2011-2016)
3.1.2 Germany Robot Cleaner Revenue and Growth Rate (2011-2016)
3.1.3 Germany Robot Cleaner Sales Price Trend (2011-2016)
3.2 Germany Robot Cleaner Sales and Market Share by Manufacturers
3.3 Germany Robot Cleaner Sales and Market Share by Type
3.4 Germany Robot Cleaner Sales and Market Share by Application
4 FRANCE ROBOT CLEANER (VOLUME, VALUE AND SALES PRICE)
4.1 France Robot Cleaner Sales and Value (2011-2016)
4.1.1 France Robot Cleaner Sales and Growth Rate (2011-2016)
4.1.2 France Robot Cleaner Revenue and Growth Rate (2011-2016)
4.1.4 France Robot Cleaner Sales Price Trend (2011-2016)
4.2 France Robot Cleaner Sales and Market Share by Manufacturers
4.3 France Robot Cleaner Sales and Market Share by Type
4.4 France Robot Cleaner Sales and Market Share by Application
5 UK ROBOT CLEANER (VOLUME, VALUE AND SALES PRICE)
5.1 UK Robot Cleaner Sales and Value (2011-2016)
5.1.1 UK Robot Cleaner Sales and Growth Rate (2011-2016)
5.1.2 UK Robot Cleaner Revenue and Growth Rate (2011-2016)
5.1.5 UK Robot Cleaner Sales Price Trend (2011-2016)
5.2 UK Robot Cleaner Sales and Market Share by Manufacturers
5.3 UK Robot Cleaner Sales and Market Share by Type
5.4 UK Robot Cleaner Sales and Market Share by Application
6 RUSSIA ROBOT CLEANER (VOLUME, VALUE AND SALES PRICE)
6.1 Russia Robot Cleaner Sales and Value (2011-2016)
6.1.1 Russia Robot Cleaner Sales and Growth Rate (2011-2016)
6.1.2 Russia Robot Cleaner Revenue and Growth Rate (2011-2016)
6.1.6 Russia Robot Cleaner Sales Price Trend (2011-2016)
6.2 Russia Robot Cleaner Sales and Market Share by Manufacturers
6.3 Russia Robot Cleaner Sales and Market Share by Type
6.4 Russia Robot Cleaner Sales and Market Share by Application
7 ITALY ROBOT CLEANER (VOLUME, VALUE AND SALES PRICE)
7.1 Italy Robot Cleaner Sales and Value (2011-2016)
7.1.1 Italy Robot Cleaner Sales and Growth Rate (2011-2016)
7.1.2 Italy Robot Cleaner Revenue and Growth Rate (2011-2016)
7.1.7 Italy Robot Cleaner Sales Price Trend (2011-2016)
7.2 Italy Robot Cleaner Sales and Market Share by Manufacturers
7.3 Italy Robot Cleaner Sales and Market Share by Type
7.4 Italy Robot Cleaner Sales and Market Share by Application
8 SPAIN ROBOT CLEANER (VOLUME, VALUE AND SALES PRICE)
8.1 Spain Robot Cleaner Sales and Value (2011-2016)
8.1.1 Spain Robot Cleaner Sales and Growth Rate (2011-2016)
8.1.2 Spain Robot Cleaner Revenue and Growth Rate (2011-2016)
8.1.8 Spain Robot Cleaner Sales Price Trend (2011-2016)
8.2 Spain Robot Cleaner Sales and Market Share by Manufacturers
8.3 Spain Robot Cleaner Sales and Market Share by Type
8.4 Spain Robot Cleaner Sales and Market Share by Application
9 BENELUX ROBOT CLEANER (VOLUME, VALUE AND SALES PRICE)
9.1 Benelux Robot Cleaner Sales and Value (2011-2016)
9.1.1 Benelux Robot Cleaner Sales and Growth Rate (2011-2016)
9.1.2 Benelux Robot Cleaner Revenue and Growth Rate (2011-2016)
9.1.9 Benelux Robot Cleaner Sales Price Trend (2011-2016)
9.2 Benelux Robot Cleaner Sales and Market Share by Manufacturers
9.3 Benelux Robot Cleaner Sales and Market Share by Type
9.4 Benelux Robot Cleaner Sales and Market Share by Application
10 EUROPE ROBOT CLEANER MANUFACTURERS ANALYSIS
10.1 IRobot
10.1.1 Company Basic Information, Manufacturing Base and Competitors
10.1.2 Robot Cleaner Product Type, Application and Specification
10.1.2.1 Type I
10.1.2.2 Type II
10.1.3 IRobot Robot Cleaner Sales, Revenue, Price and Gross Margin (2011-2016)
10.1.4 Main Business/Business Overview
10.2 Ecovrcs
10.2.1 Company Basic Information, Manufacturing Base and Competitors
10.2.2 Robot Cleaner Product Type, Application and Specification
10.2.2.1 Type I
10.2.2.2 Type II
10.2.3 Ecovrcs Robot Cleaner Sales, Revenue, Price and Gross Margin (2011-2016)
10.2.4 Main Business/Business Overview
10.3 Haier
10.3.1 Company Basic Information, Manufacturing Base and Competitors
10.3.2 Robot Cleaner Product Type, Application and Specification
10.3.2.1 Type I
10.3.2.2 Type II
10.3.3 Haier Robot Cleaner Sales, Revenue, Price and Gross Margin (2011-2016)
10.3.4 Main Business/Business Overview
10.4 Vbot
10.4.1 Company Basic Information, Manufacturing Base and Competitors
10.4.2 Robot Cleaner Product Type, Application and Specification
10.4.2.1 Type I
10.4.2.2 Type II
10.4.3 Vbot Robot Cleaner Sales, Revenue, Price and Gross Margin (2011-2016)
10.4.4 Main Business/Business Overview
10.5 Fmart
10.5.1 Company Basic Information, Manufacturing Base and Competitors
10.5.2 Robot Cleaner Product Type, Application and Specification
10.5.2.1 Type I
10.5.2.2 Type II
10.5.3 Fmart Robot Cleaner Sales, Revenue, Price and Gross Margin (2011-2016)
10.5.4 Main Business/Business Overview
10.6 KV8
10.6.1 Company Basic Information, Manufacturing Base and Competitors
10.6.2 Robot Cleaner Product Type, Application and Specification
10.6.2.1 Type I
10.6.2.2 Type II
10.6.3 KV8 Robot Cleaner Sales, Revenue, Price and Gross Margin (2011-2016)
10.6.4 Main Business/Business Overview
10.7 Proscenic
10.7.1 Company Basic Information, Manufacturing Base and Competitors
10.7.2 Robot Cleaner Product Type, Application and Specification
10.7.2.1 Type I
10.7.2.2 Type II
10.7.3 Proscenic Robot Cleaner Sales, Revenue, Price and Gross Margin (2011-2016)
10.7.4 Main Business/Business Overview
10.8 Philips
10.8.1 Company Basic Information, Manufacturing Base and Competitors
10.8.2 Robot Cleaner Product Type, Application and Specification
10.8.2.1 Type I
10.8.2.2 Type II
10.8.3 Philips Robot Cleaner Sales, Revenue, Price and Gross Margin (2011-2016)
10.8.4 Main Business/Business Overview
10.9 Samsung
10.9.1 Company Basic Information, Manufacturing Base and Competitors
10.9.2 Robot Cleaner Product Type, Application and Specification
10.9.2.1 Type I
10.9.2.2 Type II
10.9.3 Samsung Robot Cleaner Sales, Revenue, Price and Gross Margin (2011-2016)
10.9.4 Main Business/Business Overview
10.10 Grand-Pro
10.10.1 Company Basic Information, Manufacturing Base and Competitors
10.10.2 Robot Cleaner Product Type, Application and Specification
10.10.2.1 Type I
10.10.2.2 Type II
10.10.3 Grand-Pro Robot Cleaner Sales, Revenue, Price and Gross Margin (2011-2016)
10.10.4 Main Business/Business Overview
10.11 Dibeo
10.12 Tami Intelligence
11 ROBOT CLEANER MANUFACTURING COST ANALYSIS
11.1 Robot Cleaner 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 Robot Cleaner
12 INDUSTRIAL CHAIN, SOURCING STRATEGY AND DOWNSTREAM BUYERS
12.1 Robot Cleaner Industrial Chain Analysis
12.2 Upstream Raw Materials Sourcing
12.3 Raw Materials Sources of Robot Cleaner 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 ROBOT CLEANER MARKET FORECAST (2016-2021)
14.1 Germany Robot Cleaner Sales Forecast (2016-2021)
14.2 France Robot Cleaner Sales Forecast (2016-2021)
14.3 UK Robot Cleaner Sales Forecast (2016-2021)
14.4 Russia Robot Cleaner Sales Forecast (2016-2021)
14.5 Italy Robot Cleaner Sales Forecast (2016-2021)
14.6 Spain Robot Cleaner Sales Forecast (2016-2021)
14.7 Benelux Robot Cleaner Sales Forecast (2016-2021)
14.8 Europe Robot Cleaner Sales Forecast by Type (2016-2021)
14.9 Europe Robot Cleaner Sales Forecast by Application (2016-2021)
15 RESEARCH FINDINGS AND CONCLUSION
16 APPENDIX
Author List
Disclosure Section
Research Methodology
Data Source
Disclaimer
1 ROBOT CLEANER OVERVIEW
1.1 Product Overview and Scope of Robot Cleaner
1.2 Classification of Robot Cleaner
1.2.1 Type I
1.2.2 Type II
1.2.3 Type III
1.3 Application of Robot Cleaner
1.3.1 Application
1.3.2 Application
1.3.3 Application
1.4 Robot Cleaner 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 Robot Cleaner (2011-2021)
1.5.1 Europe Robot Cleaner Sales and Growth Rate (2011-2021)
1.5.2 Europe Robot Cleaner Revenue and Growth Rate (2011-2021)
2 EUROPE ROBOT CLEANER BY MANUFACTURERS, TYPE AND APPLICATION
2.1 Europe Robot Cleaner Market Competition by Manufacturers
2.1.1 Europe Robot Cleaner Sales and Market Share of Key Manufacturers (2015 and 2016)
2.1.2 Europe Robot Cleaner Revenue and Share by Manufacturers (2015 and 2016)
2.2 Europe Robot Cleaner (Volume and Value) by Type
2.2.1 Europe Robot Cleaner Sales and Market Share by Type (2011-2016)
2.2.2 Europe Robot Cleaner Revenue and Market Share by Type (2011-2016)
2.3 Europe Robot Cleaner (Volume and Value) by Countries
2.3.1 Europe Robot Cleaner Sales and Market Share by Countries (2011-2016)
2.3.2 Europe Robot Cleaner Revenue and Market Share by Countries (2011-2016)
2.4 Europe Robot Cleaner (Volume) by Application
3 GERMANY ROBOT CLEANER (VOLUME, VALUE AND SALES PRICE)
3.1 Germany Robot Cleaner Sales and Value (2011-2016)
3.1.1 Germany Robot Cleaner Sales and Growth Rate (2011-2016)
3.1.2 Germany Robot Cleaner Revenue and Growth Rate (2011-2016)
3.1.3 Germany Robot Cleaner Sales Price Trend (2011-2016)
3.2 Germany Robot Cleaner Sales and Market Share by Manufacturers
3.3 Germany Robot Cleaner Sales and Market Share by Type
3.4 Germany Robot Cleaner Sales and Market Share by Application
4 FRANCE ROBOT CLEANER (VOLUME, VALUE AND SALES PRICE)
4.1 France Robot Cleaner Sales and Value (2011-2016)
4.1.1 France Robot Cleaner Sales and Growth Rate (2011-2016)
4.1.2 France Robot Cleaner Revenue and Growth Rate (2011-2016)
4.1.4 France Robot Cleaner Sales Price Trend (2011-2016)
4.2 France Robot Cleaner Sales and Market Share by Manufacturers
4.3 France Robot Cleaner Sales and Market Share by Type
4.4 France Robot Cleaner Sales and Market Share by Application
5 UK ROBOT CLEANER (VOLUME, VALUE AND SALES PRICE)
5.1 UK Robot Cleaner Sales and Value (2011-2016)
5.1.1 UK Robot Cleaner Sales and Growth Rate (2011-2016)
5.1.2 UK Robot Cleaner Revenue and Growth Rate (2011-2016)
5.1.5 UK Robot Cleaner Sales Price Trend (2011-2016)
5.2 UK Robot Cleaner Sales and Market Share by Manufacturers
5.3 UK Robot Cleaner Sales and Market Share by Type
5.4 UK Robot Cleaner Sales and Market Share by Application
6 RUSSIA ROBOT CLEANER (VOLUME, VALUE AND SALES PRICE)
6.1 Russia Robot Cleaner Sales and Value (2011-2016)
6.1.1 Russia Robot Cleaner Sales and Growth Rate (2011-2016)
6.1.2 Russia Robot Cleaner Revenue and Growth Rate (2011-2016)
6.1.6 Russia Robot Cleaner Sales Price Trend (2011-2016)
6.2 Russia Robot Cleaner Sales and Market Share by Manufacturers
6.3 Russia Robot Cleaner Sales and Market Share by Type
6.4 Russia Robot Cleaner Sales and Market Share by Application
7 ITALY ROBOT CLEANER (VOLUME, VALUE AND SALES PRICE)
7.1 Italy Robot Cleaner Sales and Value (2011-2016)
7.1.1 Italy Robot Cleaner Sales and Growth Rate (2011-2016)
7.1.2 Italy Robot Cleaner Revenue and Growth Rate (2011-2016)
7.1.7 Italy Robot Cleaner Sales Price Trend (2011-2016)
7.2 Italy Robot Cleaner Sales and Market Share by Manufacturers
7.3 Italy Robot Cleaner Sales and Market Share by Type
7.4 Italy Robot Cleaner Sales and Market Share by Application
8 SPAIN ROBOT CLEANER (VOLUME, VALUE AND SALES PRICE)
8.1 Spain Robot Cleaner Sales and Value (2011-2016)
8.1.1 Spain Robot Cleaner Sales and Growth Rate (2011-2016)
8.1.2 Spain Robot Cleaner Revenue and Growth Rate (2011-2016)
8.1.8 Spain Robot Cleaner Sales Price Trend (2011-2016)
8.2 Spain Robot Cleaner Sales and Market Share by Manufacturers
8.3 Spain Robot Cleaner Sales and Market Share by Type
8.4 Spain Robot Cleaner Sales and Market Share by Application
9 BENELUX ROBOT CLEANER (VOLUME, VALUE AND SALES PRICE)
9.1 Benelux Robot Cleaner Sales and Value (2011-2016)
9.1.1 Benelux Robot Cleaner Sales and Growth Rate (2011-2016)
9.1.2 Benelux Robot Cleaner Revenue and Growth Rate (2011-2016)
9.1.9 Benelux Robot Cleaner Sales Price Trend (2011-2016)
9.2 Benelux Robot Cleaner Sales and Market Share by Manufacturers
9.3 Benelux Robot Cleaner Sales and Market Share by Type
9.4 Benelux Robot Cleaner Sales and Market Share by Application
10 EUROPE ROBOT CLEANER MANUFACTURERS ANALYSIS
10.1 IRobot
10.1.1 Company Basic Information, Manufacturing Base and Competitors
10.1.2 Robot Cleaner Product Type, Application and Specification
10.1.2.1 Type I
10.1.2.2 Type II
10.1.3 IRobot Robot Cleaner Sales, Revenue, Price and Gross Margin (2011-2016)
10.1.4 Main Business/Business Overview
10.2 Ecovrcs
10.2.1 Company Basic Information, Manufacturing Base and Competitors
10.2.2 Robot Cleaner Product Type, Application and Specification
10.2.2.1 Type I
10.2.2.2 Type II
10.2.3 Ecovrcs Robot Cleaner Sales, Revenue, Price and Gross Margin (2011-2016)
10.2.4 Main Business/Business Overview
10.3 Haier
10.3.1 Company Basic Information, Manufacturing Base and Competitors
10.3.2 Robot Cleaner Product Type, Application and Specification
10.3.2.1 Type I
10.3.2.2 Type II
10.3.3 Haier Robot Cleaner Sales, Revenue, Price and Gross Margin (2011-2016)
10.3.4 Main Business/Business Overview
10.4 Vbot
10.4.1 Company Basic Information, Manufacturing Base and Competitors
10.4.2 Robot Cleaner Product Type, Application and Specification
10.4.2.1 Type I
10.4.2.2 Type II
10.4.3 Vbot Robot Cleaner Sales, Revenue, Price and Gross Margin (2011-2016)
10.4.4 Main Business/Business Overview
10.5 Fmart
10.5.1 Company Basic Information, Manufacturing Base and Competitors
10.5.2 Robot Cleaner Product Type, Application and Specification
10.5.2.1 Type I
10.5.2.2 Type II
10.5.3 Fmart Robot Cleaner Sales, Revenue, Price and Gross Margin (2011-2016)
10.5.4 Main Business/Business Overview
10.6 KV8
10.6.1 Company Basic Information, Manufacturing Base and Competitors
10.6.2 Robot Cleaner Product Type, Application and Specification
10.6.2.1 Type I
10.6.2.2 Type II
10.6.3 KV8 Robot Cleaner Sales, Revenue, Price and Gross Margin (2011-2016)
10.6.4 Main Business/Business Overview
10.7 Proscenic
10.7.1 Company Basic Information, Manufacturing Base and Competitors
10.7.2 Robot Cleaner Product Type, Application and Specification
10.7.2.1 Type I
10.7.2.2 Type II
10.7.3 Proscenic Robot Cleaner Sales, Revenue, Price and Gross Margin (2011-2016)
10.7.4 Main Business/Business Overview
10.8 Philips
10.8.1 Company Basic Information, Manufacturing Base and Competitors
10.8.2 Robot Cleaner Product Type, Application and Specification
10.8.2.1 Type I
10.8.2.2 Type II
10.8.3 Philips Robot Cleaner Sales, Revenue, Price and Gross Margin (2011-2016)
10.8.4 Main Business/Business Overview
10.9 Samsung
10.9.1 Company Basic Information, Manufacturing Base and Competitors
10.9.2 Robot Cleaner Product Type, Application and Specification
10.9.2.1 Type I
10.9.2.2 Type II
10.9.3 Samsung Robot Cleaner Sales, Revenue, Price and Gross Margin (2011-2016)
10.9.4 Main Business/Business Overview
10.10 Grand-Pro
10.10.1 Company Basic Information, Manufacturing Base and Competitors
10.10.2 Robot Cleaner Product Type, Application and Specification
10.10.2.1 Type I
10.10.2.2 Type II
10.10.3 Grand-Pro Robot Cleaner Sales, Revenue, Price and Gross Margin (2011-2016)
10.10.4 Main Business/Business Overview
10.11 Dibeo
10.12 Tami Intelligence
11 ROBOT CLEANER MANUFACTURING COST ANALYSIS
11.1 Robot Cleaner 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 Robot Cleaner
12 INDUSTRIAL CHAIN, SOURCING STRATEGY AND DOWNSTREAM BUYERS
12.1 Robot Cleaner Industrial Chain Analysis
12.2 Upstream Raw Materials Sourcing
12.3 Raw Materials Sources of Robot Cleaner 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 ROBOT CLEANER MARKET FORECAST (2016-2021)
14.1 Germany Robot Cleaner Sales Forecast (2016-2021)
14.2 France Robot Cleaner Sales Forecast (2016-2021)
14.3 UK Robot Cleaner Sales Forecast (2016-2021)
14.4 Russia Robot Cleaner Sales Forecast (2016-2021)
14.5 Italy Robot Cleaner Sales Forecast (2016-2021)
14.6 Spain Robot Cleaner Sales Forecast (2016-2021)
14.7 Benelux Robot Cleaner Sales Forecast (2016-2021)
14.8 Europe Robot Cleaner Sales Forecast by Type (2016-2021)
14.9 Europe Robot Cleaner 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 Robot Cleaner
Table Classification of Robot Cleaner
Figure Europe Sales Market Share of Robot Cleaner by Type in 2015
Figure Type I Picture
Figure Type II Picture
Table Application of Robot Cleaner
Figure Europe Sales Market Share of Robot Cleaner by Application in 2015
Figure Application 1 Examples
Figure Application 2 Examples
Figure Germany Robot Cleaner Revenue and Growth Rate (2011-2021)
Figure France Robot Cleaner Revenue and Growth Rate (2011-2021)
Figure UK Robot Cleaner Revenue and Growth Rate (2011-2021)
Figure Russia Robot Cleaner Revenue and Growth Rate (2011-2021)
Figure Italy Robot Cleaner Revenue and Growth Rate (2011-2021)
Figure Spain Robot Cleaner Revenue and Growth Rate (2011-2021)
Figure Benelux Robot Cleaner Revenue and Growth Rate (2011-2021)
Figure Europe Robot Cleaner Sales and Growth Rate (2011-2021)
Figure Europe Robot Cleaner Revenue and Growth Rate (2011-2021)
Table Europe Robot Cleaner Sales of Key Manufacturers (2015 and 2016)
Table Europe Robot Cleaner Sales Share by Manufacturers (2015 and 2016)
Figure 2015 Robot Cleaner Sales Share by Manufacturers
Figure 2016 Robot Cleaner Sales Share by Manufacturers
Table Europe Robot Cleaner Revenue by Manufacturers (2015 and 2016)
Table Europe Robot Cleaner Revenue Share by Manufacturers (2015 and 2016)
Table 2015 Europe Robot Cleaner Revenue Share by Manufacturers
Table 2016 Europe Robot Cleaner Revenue Share by Manufacturers
Table Europe Robot Cleaner Sales and Market Share by Type (2011-2016)
Table Europe Robot Cleaner Sales Share by Type (2011-2016)
Figure Sales Market Share of Robot Cleaner by Type (2011-2016)
Figure Europe Robot Cleaner Sales Growth Rate by Type (2011-2016)
Table Europe Robot Cleaner Revenue and Market Share by Type (2011-2016)
Table Europe Robot Cleaner Revenue Share by Type (2011-2016)
Figure Revenue Market Share of Robot Cleaner by Type (2011-2016)
Figure Europe Robot Cleaner Revenue Growth Rate by Type (2011-2016)
Table Europe Robot Cleaner Sales and Market Share by Countries (2011-2016)
Table Europe Robot Cleaner Sales Share by Countries (2011-2016)
Figure Sales Market Share of Robot Cleaner by Countries (2011-2016)
Table Europe Robot Cleaner Revenue and Market Share by Countries (2011-2016)
Table Europe Robot Cleaner Revenue Share by Countries (2011-2016)
Figure Revenue Market Share of Robot Cleaner by Countries (2011-2016)
Table Europe Robot Cleaner Sales and Market Share by Application (2011-2016)
Table Europe Robot Cleaner Sales Share by Application (2011-2016)
Figure Sales Market Share of Robot Cleaner by Application (2011-2016)
Figure Germany Robot Cleaner Sales and Growth Rate (2011-2016)
Figure Germany Robot Cleaner Revenue and Growth Rate (2011-2016)
Figure Germany Robot Cleaner Sales Price Trend (2011-2016)
Table Germany Robot Cleaner Sales by Manufacturers (2015 and 2016)
Table Germany Robot Cleaner Market Share by Manufacturers (2015 and 2016)
Table Germany Robot Cleaner Sales by Type (2015 and 2016)
Table Germany Robot Cleaner Market Share by Type (2015 and 2016)
Table Germany Robot Cleaner Sales by Application (2015 and 2016)
Table Germany Robot Cleaner Market Share by Application (2015 and 2016)
Figure France Robot Cleaner Sales and Growth Rate (2011-2016)
Figure France Robot Cleaner Revenue and Growth Rate (2011-2016)
Figure France Robot Cleaner Sales Price Trend (2011-2016)
Table France Robot Cleaner Sales by Manufacturers (2015 and 2016)
Table France Robot Cleaner Market Share by Manufacturers (2015 and 2016)
Table France Robot Cleaner Sales by Type (2015 and 2016)
Table France Robot Cleaner Market Share by Type (2015 and 2016)
Table France Robot Cleaner Sales by Application (2015 and 2016)
Table France Robot Cleaner Market Share by Application (2015 and 2016)
Figure UK Robot Cleaner Sales and Growth Rate (2011-2016)
Figure UK Robot Cleaner Revenue and Growth Rate (2011-2016)
Figure UK Robot Cleaner Sales Price Trend (2011-2016)
Table UK Robot Cleaner Sales by Manufacturers (2015 and 2016)
Table UK Robot Cleaner Market Share by Manufacturers (2015 and 2016)
Table UK Robot Cleaner Sales by Type (2015 and 2016)
Table UK Robot Cleaner Market Share by Type (2015 and 2016)
Table UK Robot Cleaner Sales by Application (2015 and 2016)
Table UK Robot Cleaner Market Share by Application (2015 and 2016)
Figure Russia Robot Cleaner Sales and Growth Rate (2011-2016)
Figure Russia Robot Cleaner Revenue and Growth Rate (2011-2016)
Figure Russia Robot Cleaner Sales Price Trend (2011-2016)
Table Russia Robot Cleaner Sales by Manufacturers (2015 and 2016)
Table Russia Robot Cleaner Market Share by Manufacturers (2015 and 2016)
Table Russia Robot Cleaner Sales by Type (2015 and 2016)
Table Russia Robot Cleaner Market Share by Type (2015 and 2016)
Table Russia Robot Cleaner Sales by Application (2015 and 2016)
Table Russia Robot Cleaner Market Share by Application (2015 and 2016)
Figure Italy Robot Cleaner Sales and Growth Rate (2011-2016)
Figure Italy Robot Cleaner Revenue and Growth Rate (2011-2016)
Figure Italy Robot Cleaner Sales Price Trend (2011-2016)
Table Italy Robot Cleaner Sales by Manufacturers (2015 and 2016)
Table Italy Robot Cleaner Market Share by Manufacturers (2015 and 2016)
Table Italy Robot Cleaner Sales by Type (2015 and 2016)
Table Italy Robot Cleaner Market Share by Type (2015 and 2016)
Table Italy Robot Cleaner Sales by Application (2015 and 2016)
Table Italy Robot Cleaner Market Share by Application (2015 and 2016)
Figure Spain Robot Cleaner Sales and Growth Rate (2011-2016)
Figure Spain Robot Cleaner Revenue and Growth Rate (2011-2016)
Figure Spain Robot Cleaner Sales Price Trend (2011-2016)
Table Spain Robot Cleaner Sales by Manufacturers (2015 and 2016)
Table Spain Robot Cleaner Market Share by Manufacturers (2015 and 2016)
Table Spain Robot Cleaner Sales by Type (2015 and 2016)
Table Spain Robot Cleaner Market Share by Type (2015 and 2016)
Table Spain Robot Cleaner Sales by Application (2015 and 2016)
Table Spain Robot Cleaner Market Share by Application (2015 and 2016)
Figure Benelux Robot Cleaner Sales and Growth Rate (2011-2016)
Figure Benelux Robot Cleaner Revenue and Growth Rate (2011-2016)
Figure Benelux Robot Cleaner Sales Price Trend (2011-2016)
Table Benelux Robot Cleaner Sales by Manufacturers (2015 and 2016)
Table Benelux Robot Cleaner Market Share by Manufacturers (2015 and 2016)
Table Benelux Robot Cleaner Sales by Type (2015 and 2016)
Table Benelux Robot Cleaner Market Share by Type (2015 and 2016)
Table Benelux Robot Cleaner Sales by Application (2015 and 2016)
Table Benelux Robot Cleaner Market Share by Application (2015 and 2016)
Table Robot Cleaner Basic Information List
Table IRobot Robot Cleaner Sales, Revenue, Price and Gross Margin (2011-2016)
Figure IRobot Robot Cleaner Sales Market Share (2011-2016)
Table Ecovrcs Basic Information List
Table Ecovrcs Robot Cleaner Sales, Revenue, Price and Gross Margin (2011-2016)
Table Ecovrcs Robot Cleaner Sales Market Share (2011-2016)
Table Haier Basic Information List
Table Haier Robot Cleaner Sales, Revenue, Price and Gross Margin (2011-2016)
Table Haier Robot Cleaner Sales Market Share (2011-2016)
Table Vbot Basic Information List
Table Vbot Robot Cleaner Sales, Revenue, Price and Gross Margin (2011-2016)
Table Vbot Robot Cleaner Sales Market Share (2011-2016)
Table Fmart Basic Information List
Table Fmart Robot Cleaner Sales, Revenue, Price and Gross Margin (2011-2016)
Table Fmart Robot Cleaner Sales Market Share (2011-2016)
Table KV8 Basic Information List
Table KV8 Robot Cleaner Sales, Revenue, Price and Gross Margin (2011-2016)
Table KV8 Robot Cleaner Sales Market Share (2011-2016)
Table Proscenic Basic Information List
Table Proscenic Robot Cleaner Sales, Revenue, Price and Gross Margin (2011-2016)
Table Proscenic Robot Cleaner Sales Market Share (2011-2016)
Table Philips Basic Information List
Table Philips Robot Cleaner Sales, Revenue, Price and Gross Margin (2011-2016)
Table Philips Robot Cleaner Sales Market Share (2011-2016)
Table Samsung Basic Information List
Table Samsung Robot Cleaner Sales, Revenue, Price and Gross Margin (2011-2016)
Table Samsung Robot Cleaner Sales Market Share (2011-2016)
Table Grand-Pro Basic Information List
Table Grand-Pro Robot Cleaner Sales, Revenue, Price and Gross Margin (2011-2016)
Table Grand-Pro Robot Cleaner Sales Market Share (2011-2016)
Table Dibeo Basic Information List
Table Dibeo Robot Cleaner Sales, Revenue, Price and Gross Margin (2011-2016)
Table Dibeo Robot Cleaner Sales Market Share (2011-2016)
Table Tami Intelligence Basic Information List
Table Tami Intelligence Robot Cleaner Sales, Revenue, Price and Gross Margin (2011-2016)
Table Tami Intelligence Robot Cleaner 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 Robot Cleaner
Figure Manufacturing Process Analysis of Robot Cleaner
Figure Robot Cleaner Industrial Chain Analysis
Table Raw Materials Sources of Robot Cleaner Major Manufacturers in 2015
Table Major Buyers of Robot Cleaner
Table Distributors/Traders List
Figure Germany Robot Cleaner Sales and Growth Rate Forecast (2016-2021)
Figure Germany Robot Cleaner Revenue and Growth Rate Forecast (2016-2021)
Figure France Robot Cleaner Sales and Growth Rate Forecast (2016-2021)
Figure France Robot Cleaner Revenue and Growth Rate Forecast (2016-2021)
Figure UK Robot Cleaner Sales and Growth Rate Forecast (2016-2021)
Figure UK Robot Cleaner Revenue and Growth Rate Forecast (2016-2021)
Figure Russia Robot Cleaner Sales and Growth Rate Forecast (2016-2021)
Figure Russia Robot Cleaner Revenue and Growth Rate Forecast (2016-2021)
Figure Italy Robot Cleaner Sales and Growth Rate Forecast (2016-2021)
Figure Italy Robot Cleaner Revenue and Growth Rate Forecast (2016-2021)
Figure Spain Robot Cleaner Sales and Growth Rate Forecast (2016-2021)
Figure Spain Robot Cleaner Revenue and Growth Rate Forecast (2016-2021)
Figure Benelux Robot Cleaner Sales and Growth Rate Forecast (2016-2021)
Figure Benelux Robot Cleaner Revenue and Growth Rate Forecast (2016-2021)
Table Europe Robot Cleaner Sales Forecast by Type (2016-2021)
Table Europe Robot Cleaner Sales Forecast by Application (2016-2021)
Figure Picture of Robot Cleaner
Table Classification of Robot Cleaner
Figure Europe Sales Market Share of Robot Cleaner by Type in 2015
Figure Type I Picture
Figure Type II Picture
Table Application of Robot Cleaner
Figure Europe Sales Market Share of Robot Cleaner by Application in 2015
Figure Application 1 Examples
Figure Application 2 Examples
Figure Germany Robot Cleaner Revenue and Growth Rate (2011-2021)
Figure France Robot Cleaner Revenue and Growth Rate (2011-2021)
Figure UK Robot Cleaner Revenue and Growth Rate (2011-2021)
Figure Russia Robot Cleaner Revenue and Growth Rate (2011-2021)
Figure Italy Robot Cleaner Revenue and Growth Rate (2011-2021)
Figure Spain Robot Cleaner Revenue and Growth Rate (2011-2021)
Figure Benelux Robot Cleaner Revenue and Growth Rate (2011-2021)
Figure Europe Robot Cleaner Sales and Growth Rate (2011-2021)
Figure Europe Robot Cleaner Revenue and Growth Rate (2011-2021)
Table Europe Robot Cleaner Sales of Key Manufacturers (2015 and 2016)
Table Europe Robot Cleaner Sales Share by Manufacturers (2015 and 2016)
Figure 2015 Robot Cleaner Sales Share by Manufacturers
Figure 2016 Robot Cleaner Sales Share by Manufacturers
Table Europe Robot Cleaner Revenue by Manufacturers (2015 and 2016)
Table Europe Robot Cleaner Revenue Share by Manufacturers (2015 and 2016)
Table 2015 Europe Robot Cleaner Revenue Share by Manufacturers
Table 2016 Europe Robot Cleaner Revenue Share by Manufacturers
Table Europe Robot Cleaner Sales and Market Share by Type (2011-2016)
Table Europe Robot Cleaner Sales Share by Type (2011-2016)
Figure Sales Market Share of Robot Cleaner by Type (2011-2016)
Figure Europe Robot Cleaner Sales Growth Rate by Type (2011-2016)
Table Europe Robot Cleaner Revenue and Market Share by Type (2011-2016)
Table Europe Robot Cleaner Revenue Share by Type (2011-2016)
Figure Revenue Market Share of Robot Cleaner by Type (2011-2016)
Figure Europe Robot Cleaner Revenue Growth Rate by Type (2011-2016)
Table Europe Robot Cleaner Sales and Market Share by Countries (2011-2016)
Table Europe Robot Cleaner Sales Share by Countries (2011-2016)
Figure Sales Market Share of Robot Cleaner by Countries (2011-2016)
Table Europe Robot Cleaner Revenue and Market Share by Countries (2011-2016)
Table Europe Robot Cleaner Revenue Share by Countries (2011-2016)
Figure Revenue Market Share of Robot Cleaner by Countries (2011-2016)
Table Europe Robot Cleaner Sales and Market Share by Application (2011-2016)
Table Europe Robot Cleaner Sales Share by Application (2011-2016)
Figure Sales Market Share of Robot Cleaner by Application (2011-2016)
Figure Germany Robot Cleaner Sales and Growth Rate (2011-2016)
Figure Germany Robot Cleaner Revenue and Growth Rate (2011-2016)
Figure Germany Robot Cleaner Sales Price Trend (2011-2016)
Table Germany Robot Cleaner Sales by Manufacturers (2015 and 2016)
Table Germany Robot Cleaner Market Share by Manufacturers (2015 and 2016)
Table Germany Robot Cleaner Sales by Type (2015 and 2016)
Table Germany Robot Cleaner Market Share by Type (2015 and 2016)
Table Germany Robot Cleaner Sales by Application (2015 and 2016)
Table Germany Robot Cleaner Market Share by Application (2015 and 2016)
Figure France Robot Cleaner Sales and Growth Rate (2011-2016)
Figure France Robot Cleaner Revenue and Growth Rate (2011-2016)
Figure France Robot Cleaner Sales Price Trend (2011-2016)
Table France Robot Cleaner Sales by Manufacturers (2015 and 2016)
Table France Robot Cleaner Market Share by Manufacturers (2015 and 2016)
Table France Robot Cleaner Sales by Type (2015 and 2016)
Table France Robot Cleaner Market Share by Type (2015 and 2016)
Table France Robot Cleaner Sales by Application (2015 and 2016)
Table France Robot Cleaner Market Share by Application (2015 and 2016)
Figure UK Robot Cleaner Sales and Growth Rate (2011-2016)
Figure UK Robot Cleaner Revenue and Growth Rate (2011-2016)
Figure UK Robot Cleaner Sales Price Trend (2011-2016)
Table UK Robot Cleaner Sales by Manufacturers (2015 and 2016)
Table UK Robot Cleaner Market Share by Manufacturers (2015 and 2016)
Table UK Robot Cleaner Sales by Type (2015 and 2016)
Table UK Robot Cleaner Market Share by Type (2015 and 2016)
Table UK Robot Cleaner Sales by Application (2015 and 2016)
Table UK Robot Cleaner Market Share by Application (2015 and 2016)
Figure Russia Robot Cleaner Sales and Growth Rate (2011-2016)
Figure Russia Robot Cleaner Revenue and Growth Rate (2011-2016)
Figure Russia Robot Cleaner Sales Price Trend (2011-2016)
Table Russia Robot Cleaner Sales by Manufacturers (2015 and 2016)
Table Russia Robot Cleaner Market Share by Manufacturers (2015 and 2016)
Table Russia Robot Cleaner Sales by Type (2015 and 2016)
Table Russia Robot Cleaner Market Share by Type (2015 and 2016)
Table Russia Robot Cleaner Sales by Application (2015 and 2016)
Table Russia Robot Cleaner Market Share by Application (2015 and 2016)
Figure Italy Robot Cleaner Sales and Growth Rate (2011-2016)
Figure Italy Robot Cleaner Revenue and Growth Rate (2011-2016)
Figure Italy Robot Cleaner Sales Price Trend (2011-2016)
Table Italy Robot Cleaner Sales by Manufacturers (2015 and 2016)
Table Italy Robot Cleaner Market Share by Manufacturers (2015 and 2016)
Table Italy Robot Cleaner Sales by Type (2015 and 2016)
Table Italy Robot Cleaner Market Share by Type (2015 and 2016)
Table Italy Robot Cleaner Sales by Application (2015 and 2016)
Table Italy Robot Cleaner Market Share by Application (2015 and 2016)
Figure Spain Robot Cleaner Sales and Growth Rate (2011-2016)
Figure Spain Robot Cleaner Revenue and Growth Rate (2011-2016)
Figure Spain Robot Cleaner Sales Price Trend (2011-2016)
Table Spain Robot Cleaner Sales by Manufacturers (2015 and 2016)
Table Spain Robot Cleaner Market Share by Manufacturers (2015 and 2016)
Table Spain Robot Cleaner Sales by Type (2015 and 2016)
Table Spain Robot Cleaner Market Share by Type (2015 and 2016)
Table Spain Robot Cleaner Sales by Application (2015 and 2016)
Table Spain Robot Cleaner Market Share by Application (2015 and 2016)
Figure Benelux Robot Cleaner Sales and Growth Rate (2011-2016)
Figure Benelux Robot Cleaner Revenue and Growth Rate (2011-2016)
Figure Benelux Robot Cleaner Sales Price Trend (2011-2016)
Table Benelux Robot Cleaner Sales by Manufacturers (2015 and 2016)
Table Benelux Robot Cleaner Market Share by Manufacturers (2015 and 2016)
Table Benelux Robot Cleaner Sales by Type (2015 and 2016)
Table Benelux Robot Cleaner Market Share by Type (2015 and 2016)
Table Benelux Robot Cleaner Sales by Application (2015 and 2016)
Table Benelux Robot Cleaner Market Share by Application (2015 and 2016)
Table Robot Cleaner Basic Information List
Table IRobot Robot Cleaner Sales, Revenue, Price and Gross Margin (2011-2016)
Figure IRobot Robot Cleaner Sales Market Share (2011-2016)
Table Ecovrcs Basic Information List
Table Ecovrcs Robot Cleaner Sales, Revenue, Price and Gross Margin (2011-2016)
Table Ecovrcs Robot Cleaner Sales Market Share (2011-2016)
Table Haier Basic Information List
Table Haier Robot Cleaner Sales, Revenue, Price and Gross Margin (2011-2016)
Table Haier Robot Cleaner Sales Market Share (2011-2016)
Table Vbot Basic Information List
Table Vbot Robot Cleaner Sales, Revenue, Price and Gross Margin (2011-2016)
Table Vbot Robot Cleaner Sales Market Share (2011-2016)
Table Fmart Basic Information List
Table Fmart Robot Cleaner Sales, Revenue, Price and Gross Margin (2011-2016)
Table Fmart Robot Cleaner Sales Market Share (2011-2016)
Table KV8 Basic Information List
Table KV8 Robot Cleaner Sales, Revenue, Price and Gross Margin (2011-2016)
Table KV8 Robot Cleaner Sales Market Share (2011-2016)
Table Proscenic Basic Information List
Table Proscenic Robot Cleaner Sales, Revenue, Price and Gross Margin (2011-2016)
Table Proscenic Robot Cleaner Sales Market Share (2011-2016)
Table Philips Basic Information List
Table Philips Robot Cleaner Sales, Revenue, Price and Gross Margin (2011-2016)
Table Philips Robot Cleaner Sales Market Share (2011-2016)
Table Samsung Basic Information List
Table Samsung Robot Cleaner Sales, Revenue, Price and Gross Margin (2011-2016)
Table Samsung Robot Cleaner Sales Market Share (2011-2016)
Table Grand-Pro Basic Information List
Table Grand-Pro Robot Cleaner Sales, Revenue, Price and Gross Margin (2011-2016)
Table Grand-Pro Robot Cleaner Sales Market Share (2011-2016)
Table Dibeo Basic Information List
Table Dibeo Robot Cleaner Sales, Revenue, Price and Gross Margin (2011-2016)
Table Dibeo Robot Cleaner Sales Market Share (2011-2016)
Table Tami Intelligence Basic Information List
Table Tami Intelligence Robot Cleaner Sales, Revenue, Price and Gross Margin (2011-2016)
Table Tami Intelligence Robot Cleaner 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 Robot Cleaner
Figure Manufacturing Process Analysis of Robot Cleaner
Figure Robot Cleaner Industrial Chain Analysis
Table Raw Materials Sources of Robot Cleaner Major Manufacturers in 2015
Table Major Buyers of Robot Cleaner
Table Distributors/Traders List
Figure Germany Robot Cleaner Sales and Growth Rate Forecast (2016-2021)
Figure Germany Robot Cleaner Revenue and Growth Rate Forecast (2016-2021)
Figure France Robot Cleaner Sales and Growth Rate Forecast (2016-2021)
Figure France Robot Cleaner Revenue and Growth Rate Forecast (2016-2021)
Figure UK Robot Cleaner Sales and Growth Rate Forecast (2016-2021)
Figure UK Robot Cleaner Revenue and Growth Rate Forecast (2016-2021)
Figure Russia Robot Cleaner Sales and Growth Rate Forecast (2016-2021)
Figure Russia Robot Cleaner Revenue and Growth Rate Forecast (2016-2021)
Figure Italy Robot Cleaner Sales and Growth Rate Forecast (2016-2021)
Figure Italy Robot Cleaner Revenue and Growth Rate Forecast (2016-2021)
Figure Spain Robot Cleaner Sales and Growth Rate Forecast (2016-2021)
Figure Spain Robot Cleaner Revenue and Growth Rate Forecast (2016-2021)
Figure Benelux Robot Cleaner Sales and Growth Rate Forecast (2016-2021)
Figure Benelux Robot Cleaner Revenue and Growth Rate Forecast (2016-2021)
Table Europe Robot Cleaner Sales Forecast by Type (2016-2021)
Table Europe Robot Cleaner Sales Forecast by Application (2016-2021)