Global CNC Plano Milling Machine Sales Market Report 2017

January 2017 | 107 pages | ID: GDCB332BCBEEN
QYResearch

Abstracts

Notes:

Sales, means the sales volume of CNC Plano Milling Machine

Revenue, means the sales value of CNC Plano Milling Machine

This report studies sales (consumption) of CNC Plano Milling Machine in Global market, especially in United States, China, Europe and Japan, focuses on top players in these regions/countries, with sales, price, revenue and market share for each player in these regions, covering

• DMG mori
• GILDEMEISTER
• MAZAK
• OKUMA
• Komatsu
• DOOSAN

Market Segment by Regions, this report splits Global into several key Regions, with sales (consumption), revenue, market share and growth rate of CNC Plano Milling Machine in these regions, from 2011 to 2021 (forecast), like

• United States
• China
• Europe
• Japan
• Southeast Asia
• India

Split by product Types, with sales, revenue, price and gross margin, market share and growth rate of each type, can be divided into

• Horizontal Milling Machine
• Vertical Milling Machine

Split by applications, this report focuses on sales, market share and growth rate of CNC Plano Milling Machine in each application, can be divided into

• Automotive Industry
• Aerospace Industry
• Electronic Industry
• Others

Contents

Global CNC Plano Milling Machine Sales Market Report 2017

1 CNC PLANO MILLING MACHINE OVERVIEW

1.1 Product Overview and Scope of CNC Plano Milling Machine
1.2 Classification of CNC Plano Milling Machine
  1.2.1 Horizontal Milling Machine
  1.2.2 Vertical Milling Machine
1.3 Application of CNC Plano Milling Machine
  1.3.1 Automotive Industry
  1.3.2 Aerospace Industry
  1.3.3 Electronic Industry
  1.3.4 Others
1.4 CNC Plano Milling Machine Market by Regions
  1.4.1 United States Status and Prospect (2011-2021)
  1.4.2 China Status and Prospect (2011-2021)
  1.4.3 Europe Status and Prospect (2011-2021)
  1.4.4 Japan Status and Prospect (2011-2021)
  1.4.5 Southeast Asia Status and Prospect (2011-2021)
  1.4.6 India Status and Prospect (2011-2021)
1.5 Global Market Size (Value and Volume) of CNC Plano Milling Machine (2011-2021)
  1.5.1 Global CNC Plano Milling Machine Sales and Growth Rate (2011-2021)
  1.5.2 Global CNC Plano Milling Machine Revenue and Growth Rate (2011-2021)

2 GLOBAL CNC PLANO MILLING MACHINE COMPETITION BY MANUFACTURERS, TYPE AND APPLICATION

2.1 Global CNC Plano Milling Machine Market Competition by Manufacturers
  2.1.1 Global CNC Plano Milling Machine Sales and Market Share of Key Manufacturers (2011-2016)
  2.1.2 Global CNC Plano Milling Machine Revenue and Share by Manufacturers (2011-2016)
2.2 Global CNC Plano Milling Machine (Volume and Value) by Type
  2.2.1 Global CNC Plano Milling Machine Sales and Market Share by Type (2011-2016)
  2.2.2 Global CNC Plano Milling Machine Revenue and Market Share by Type (2011-2016)
2.3 Global CNC Plano Milling Machine (Volume and Value) by Regions
  2.3.1 Global CNC Plano Milling Machine Sales and Market Share by Regions (2011-2016)
  2.3.2 Global CNC Plano Milling Machine Revenue and Market Share by Regions (2011-2016)
2.4 Global CNC Plano Milling Machine (Volume) by Application

3 UNITED STATES CNC PLANO MILLING MACHINE (VOLUME, VALUE AND SALES PRICE)

3.1 United States CNC Plano Milling Machine Sales and Value (2011-2016)
  3.1.1 United States CNC Plano Milling Machine Sales and Growth Rate (2011-2016)
  3.1.2 United States CNC Plano Milling Machine Revenue and Growth Rate (2011-2016)
  3.1.3 United States CNC Plano Milling Machine Sales Price Trend (2011-2016)
3.2 United States CNC Plano Milling Machine Sales and Market Share by Manufacturers
3.3 United States CNC Plano Milling Machine Sales and Market Share by Type
3.4 United States CNC Plano Milling Machine Sales and Market Share by Application

4 CHINA CNC PLANO MILLING MACHINE (VOLUME, VALUE AND SALES PRICE)

4.1 China CNC Plano Milling Machine Sales and Value (2011-2016)
  4.1.1 China CNC Plano Milling Machine Sales and Growth Rate (2011-2016)
  4.1.2 China CNC Plano Milling Machine Revenue and Growth Rate (2011-2016)
  4.1.3 China CNC Plano Milling Machine Sales Price Trend (2011-2016)
4.2 China CNC Plano Milling Machine Sales and Market Share by Manufacturers
4.3 China CNC Plano Milling Machine Sales and Market Share by Type
4.4 China CNC Plano Milling Machine Sales and Market Share by Application

5 EUROPE CNC PLANO MILLING MACHINE (VOLUME, VALUE AND SALES PRICE)

5.1 Europe CNC Plano Milling Machine Sales and Value (2011-2016)
  5.1.1 Europe CNC Plano Milling Machine Sales and Growth Rate (2011-2016)
  5.1.2 Europe CNC Plano Milling Machine Revenue and Growth Rate (2011-2016)
  5.1.3 Europe CNC Plano Milling Machine Sales Price Trend (2011-2016)
5.2 Europe CNC Plano Milling Machine Sales and Market Share by Manufacturers
5.3 Europe CNC Plano Milling Machine Sales and Market Share by Type
5.4 Europe CNC Plano Milling Machine Sales and Market Share by Application

6 JAPAN CNC PLANO MILLING MACHINE (VOLUME, VALUE AND SALES PRICE)

6.1 Japan CNC Plano Milling Machine Sales and Value (2011-2016)
  6.1.1 Japan CNC Plano Milling Machine Sales and Growth Rate (2011-2016)
  6.1.2 Japan CNC Plano Milling Machine Revenue and Growth Rate (2011-2016)
  6.1.3 Japan CNC Plano Milling Machine Sales Price Trend (2011-2016)
6.2 Japan CNC Plano Milling Machine Sales and Market Share by Manufacturers
6.3 Japan CNC Plano Milling Machine Sales and Market Share by Type
6.4 Japan CNC Plano Milling Machine Sales and Market Share by Application

7 SOUTHEAST ASIA CNC PLANO MILLING MACHINE (VOLUME, VALUE AND SALES PRICE)

7.1 Southeast Asia CNC Plano Milling Machine Sales and Value (2011-2016)
  7.1.1 Southeast Asia CNC Plano Milling Machine Sales and Growth Rate (2011-2016)
  7.1.2 Southeast Asia CNC Plano Milling Machine Revenue and Growth Rate (2011-2016)
  7.1.3 Southeast Asia CNC Plano Milling Machine Sales Price Trend (2011-2016)
7.2 Southeast Asia CNC Plano Milling Machine Sales and Market Share by Manufacturers
7.3 Southeast Asia CNC Plano Milling Machine Sales and Market Share by Type
7.4 Southeast Asia CNC Plano Milling Machine Sales and Market Share by Application

8 INDIA CNC PLANO MILLING MACHINE (VOLUME, VALUE AND SALES PRICE)

8.1 India CNC Plano Milling Machine Sales and Value (2011-2016)
  8.1.1 India CNC Plano Milling Machine Sales and Growth Rate (2011-2016)
  8.1.2 India CNC Plano Milling Machine Revenue and Growth Rate (2011-2016)
  8.1.3 India CNC Plano Milling Machine Sales Price Trend (2011-2016)
8.2 India CNC Plano Milling Machine Sales and Market Share by Manufacturers
8.3 India CNC Plano Milling Machine Sales and Market Share by Type
8.4 India CNC Plano Milling Machine Sales and Market Share by Application

9 GLOBAL CNC PLANO MILLING MACHINE MANUFACTURERS ANALYSIS

9.1 DMG mori
  9.1.1 Company Basic Information, Manufacturing Base and Competitors
  9.1.2 CNC Plano Milling Machine Product Type, Application and Specification
    9.1.2.1 Horizontal Milling Machine
    9.1.2.2 Vertical Milling Machine
  9.1.3 DMG mori CNC Plano Milling Machine Sales, Revenue, Price and Gross Margin (2011-2016)
  9.1.4 Main Business/Business Overview
9.2 GILDEMEISTER
  9.2.1 Company Basic Information, Manufacturing Base and Competitors
  9.2.2 CNC Plano Milling Machine Product Type, Application and Specification
    9.2.2.1 Horizontal Milling Machine
    9.2.2.2 Vertical Milling Machine
  9.2.3 GILDEMEISTER CNC Plano Milling Machine Sales, Revenue, Price and Gross Margin (2011-2016)
  9.2.4 Main Business/Business Overview
9.3 MAZAK
  9.3.1 Company Basic Information, Manufacturing Base and Competitors
  9.3.2 CNC Plano Milling Machine Product Type, Application and Specification
    9.3.2.1 Horizontal Milling Machine
    9.3.2.2 Vertical Milling Machine
  9.3.3 MAZAK CNC Plano Milling Machine Sales, Revenue, Price and Gross Margin (2011-2016)
  9.3.4 Main Business/Business Overview
9.4 OKUMA
  9.4.1 Company Basic Information, Manufacturing Base and Competitors
  9.4.2 CNC Plano Milling Machine Product Type, Application and Specification
    9.4.2.1 Horizontal Milling Machine
    9.4.2.2 Vertical Milling Machine
  9.4.3 OKUMA CNC Plano Milling Machine Sales, Revenue, Price and Gross Margin (2011-2016)
  9.4.4 Main Business/Business Overview
9.5 Komatsu
  9.5.1 Company Basic Information, Manufacturing Base and Competitors
  9.5.2 CNC Plano Milling Machine Product Type, Application and Specification
    9.5.2.1 Horizontal Milling Machine
    9.5.2.2 Vertical Milling Machine
  9.5.3 Komatsu CNC Plano Milling Machine Sales, Revenue, Price and Gross Margin (2011-2016)
  9.5.4 Main Business/Business Overview
9.6 DOOSAN
  9.6.1 Company Basic Information, Manufacturing Base and Competitors
  9.6.2 CNC Plano Milling Machine Product Type, Application and Specification
    9.6.2.1 Horizontal Milling Machine
    9.6.2.2 Vertical Milling Machine
  9.6.3 DOOSAN CNC Plano Milling Machine Sales, Revenue, Price and Gross Margin (2011-2016)
  9.6.4 Main Business/Business Overview
  9.7.1 Company Basic Information, Manufacturing Base and Competitors
  9.7.2 CNC Plano Milling Machine Product Type, Application and Specification
    9.7.2.1 Horizontal Milling Machine
    9.7.2.2 Vertical Milling Machine
  9.7.3 CNC Plano Milling Machine Sales, Revenue, Price and Gross Margin (2011-2016)
  9.7.4 Main Business/Business Overview

10 CNC PLANO MILLING MACHINE MAUFACTURING COST ANALYSIS

10.1 CNC Plano Milling Machine Key Raw Materials Analysis
  10.1.1 Key Raw Materials
  10.1.2 Price Trend of Key Raw Materials
  10.1.3 Key Suppliers of Raw Materials
  10.1.4 Market Concentration Rate of Raw Materials
10.2 Proportion of Manufacturing Cost Structure
  10.2.1 Raw Materials
  10.2.2 Labor Cost
  10.2.3 Manufacturing Process Analysis of CNC Plano Milling Machine
10.3 Manufacturing Process Analysis of CNC Plano Milling Machine

11 INDUSTRIAL CHAIN, SOURCING STRATEGY AND DOWNSTREAM BUYERS

11.1 CNC Plano Milling Machine Industrial Chain Analysis
11.2 Upstream Raw Materials Sourcing
11.3 Raw Materials Sources of CNC Plano Milling Machine Major Manufacturers in 2015
11.4 Downstream Buyers

12 MARKETING STRATEGY ANALYSIS, DISTRIBUTORS/TRADERS

12.1 Marketing Channel
  12.1.1 Direct Marketing
  12.1.2 Indirect Marketing
  12.1.3 Marketing Channel Development Trend
12.2 Market Positioning
  12.2.1 Pricing Strategy
  12.2.2 Brand Strategy
  12.2.3 Target Client
12.3 Distributors/Traders List

13 MARKET EFFECT FACTORS ANALYSIS

13.1 Technology Progress/Risk
  13.1.1 Substitutes Threat
  13.1.2 Technology Progress in Related Industry
13.2 Consumer Needs/Customer Preference Change
13.3 Economic/Political Environmental Change

14 GLOBAL CNC PLANO MILLING MACHINE MARKET FORECAST (2016-2021)

14.1 Global CNC Plano Milling Machine Sales, Revenue and Price Forecast (2016-2021)
  14.1.1 Global CNC Plano Milling Machine Sales and Growth Rate Forecast (2016-2021)
  14.1.2 Global CNC Plano Milling Machine Revenue and Growth Rate Forecast (2016-2021)
  14.1.3 Global CNC Plano Milling Machine Price and Trend Forecast (2016-2021)
14.2 Global CNC Plano Milling Machine Sales, Revenue and Growth Rate Forecast by Regions (2016-2021)
  14.2.1 United States CNC Plano Milling Machine Sales, Revenue and Growth Rate Forecast (2016-2021)
  14.2.2 China CNC Plano Milling Machine Sales, Revenue and Growth Rate Forecast (2016-2021)
  14.2.3 Europe CNC Plano Milling Machine Sales, Revenue and Growth Rate Forecast (2016-2021)
  14.2.4 Japan CNC Plano Milling Machine Sales, Revenue and Growth Rate Forecast (2016-2021)
  14.2.5 Southeast Asia CNC Plano Milling Machine Sales, Revenue and Growth Rate Forecast (2016-2021)
  14.2.6 India CNC Plano Milling Machine Sales, Revenue and Growth Rate Forecast (2016-2021)
14.3 Global CNC Plano Milling Machine Sales, Revenue and Price Forecast by Type (2016-2021)
14.4 Global CNC Plano Milling Machine Sales Forecast by Application (2016-2021)

15 RESEARCH FINDINGS AND CONCLUSION

16 APPENDIX

Methodology
Analyst Introduction
Data Source

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 Picture of CNC Plano Milling Machine
Table Classification of CNC Plano Milling Machine
Figure Global Sales Market Share of CNC Plano Milling Machine by Type in 2015
Figure Horizontal Milling Machine Picture
Figure Vertical Milling Machine Picture
Table Applications of CNC Plano Milling Machine
Figure Global Sales Market Share of CNC Plano Milling Machine by Application in 2015
Figure Automotive Industry Examples
Figure Aerospace Industry Examples
Figure Electronic Industry Examples
Figure Others Examples
Figure United States CNC Plano Milling Machine Revenue and Growth Rate (2011-2021)
Figure China CNC Plano Milling Machine Revenue and Growth Rate (2011-2021)
Figure Europe CNC Plano Milling Machine Revenue and Growth Rate (2011-2021)
Figure Japan CNC Plano Milling Machine Revenue and Growth Rate (2011-2021)
Figure Southeast Asia CNC Plano Milling Machine Revenue and Growth Rate (2011-2021)
Figure India CNC Plano Milling Machine Revenue and Growth Rate (2011-2021)
Figure Global CNC Plano Milling Machine Sales and Growth Rate (2011-2021)
Figure Global CNC Plano Milling Machine Revenue and Growth Rate (2011-2021)
Table Global CNC Plano Milling Machine Sales of Key Manufacturers (2011-2016)
Table Global CNC Plano Milling Machine Sales Share by Manufacturers (2011-2016)
Figure 2015 CNC Plano Milling Machine Sales Share by Manufacturers
Figure 2016 CNC Plano Milling Machine Sales Share by Manufacturers
Table Global CNC Plano Milling Machine Revenue by Manufacturers (2011-2016)
Table Global CNC Plano Milling Machine Revenue Share by Manufacturers (2011-2016)
Table 2015 Global CNC Plano Milling Machine Revenue Share by Manufacturers
Table 2016 Global CNC Plano Milling Machine Revenue Share by Manufacturers
Table Global CNC Plano Milling Machine Sales and Market Share by Type (2011-2016)
Table Global CNC Plano Milling Machine Sales Share by Type (2011-2016)
Figure Sales Market Share of CNC Plano Milling Machine by Type (2011-2016)
Figure Global CNC Plano Milling Machine Sales Growth Rate by Type (2011-2016)
Table Global CNC Plano Milling Machine Revenue and Market Share by Type (2011-2016)
Table Global CNC Plano Milling Machine Revenue Share by Type (2011-2016)
Figure Revenue Market Share of CNC Plano Milling Machine by Type (2011-2016)
Figure Global CNC Plano Milling Machine Revenue Growth Rate by Type (2011-2016)
Table Global CNC Plano Milling Machine Sales and Market Share by Regions (2011-2016)
Table Global CNC Plano Milling Machine Sales Share by Regions (2011-2016)
Figure Sales Market Share of CNC Plano Milling Machine by Regions (2011-2016)
Figure Global CNC Plano Milling Machine Sales Growth Rate by Regions (2011-2016)
Table Global CNC Plano Milling Machine Revenue and Market Share by Regions (2011-2016)
Table Global CNC Plano Milling Machine Revenue Share by Regions (2011-2016)
Figure Revenue Market Share of CNC Plano Milling Machine by Regions (2011-2016)
Figure Global CNC Plano Milling Machine Revenue Growth Rate by Regions (2011-2016)
Table Global CNC Plano Milling Machine Sales and Market Share by Application (2011-2016)
Table Global CNC Plano Milling Machine Sales Share by Application (2011-2016)
Figure Sales Market Share of CNC Plano Milling Machine by Application (2011-2016)
Figure Global CNC Plano Milling Machine Sales Growth Rate by Application (2011-2016)
Figure United States CNC Plano Milling Machine Sales and Growth Rate (2011-2016)
Figure United States CNC Plano Milling Machine Revenue and Growth Rate (2011-2016)
Figure United States CNC Plano Milling Machine Sales Price Trend (2011-2016)
Table United States CNC Plano Milling Machine Sales by Manufacturers (2011-2016)
Table United States CNC Plano Milling Machine Market Share by Manufacturers (2011-2016)
Table United States CNC Plano Milling Machine Sales by Type (2011-2016)
Table United States CNC Plano Milling Machine Market Share by Type (2011-2016)
Table United States CNC Plano Milling Machine Sales by Application (2011-2016)
Table United States CNC Plano Milling Machine Market Share by Application (2011-2016)
Figure China CNC Plano Milling Machine Sales and Growth Rate (2011-2016)
Figure China CNC Plano Milling Machine Revenue and Growth Rate (2011-2016)
Figure China CNC Plano Milling Machine Sales Price Trend (2011-2016)
Table China CNC Plano Milling Machine Sales by Manufacturers (2011-2016)
Table China CNC Plano Milling Machine Market Share by Manufacturers (2011-2016)
Table China CNC Plano Milling Machine Sales by Type (2011-2016)
Table China CNC Plano Milling Machine Market Share by Type (2011-2016)
Table China CNC Plano Milling Machine Sales by Application (2011-2016)
Table China CNC Plano Milling Machine Market Share by Application (2011-2016)
Figure Europe CNC Plano Milling Machine Sales and Growth Rate (2011-2016)
Figure Europe CNC Plano Milling Machine Revenue and Growth Rate (2011-2016)
Figure Europe CNC Plano Milling Machine Sales Price Trend (2011-2016)
Table Europe CNC Plano Milling Machine Sales by Manufacturers (2011-2016)
Table Europe CNC Plano Milling Machine Market Share by Manufacturers (2011-2016)
Table Europe CNC Plano Milling Machine Sales by Type (2011-2016)
Table Europe CNC Plano Milling Machine Market Share by Type (2011-2016)
Table Europe CNC Plano Milling Machine Sales by Application (2011-2016)
Table Europe CNC Plano Milling Machine Market Share by Application (2011-2016)
Figure Japan CNC Plano Milling Machine Sales and Growth Rate (2011-2016)
Figure Japan CNC Plano Milling Machine Revenue and Growth Rate (2011-2016)
Figure Japan CNC Plano Milling Machine Sales Price Trend (2011-2016)
Table Japan CNC Plano Milling Machine Sales by Manufacturers (2011-2016)
Table Japan CNC Plano Milling Machine Market Share by Manufacturers (2011-2016)
Table Japan CNC Plano Milling Machine Sales by Type (2011-2016)
Table Japan CNC Plano Milling Machine Market Share by Type (2011-2016)
Table Japan CNC Plano Milling Machine Sales by Application (2011-2016)
Table Japan CNC Plano Milling Machine Market Share by Application (2011-2016)
Figure Southeast Asia CNC Plano Milling Machine Sales and Growth Rate (2011-2016)
Figure Southeast Asia CNC Plano Milling Machine Revenue and Growth Rate (2011-2016)
Figure Southeast Asia CNC Plano Milling Machine Sales Price Trend (2011-2016)
Table Southeast Asia CNC Plano Milling Machine Sales by Manufacturers (2011-2016)
Table Southeast Asia CNC Plano Milling Machine Market Share by Manufacturers (2011-2016)
Table Southeast Asia CNC Plano Milling Machine Sales by Type (2011-2016)
Table Southeast Asia CNC Plano Milling Machine Market Share by Type (2011-2016)
Table Southeast Asia CNC Plano Milling Machine Sales by Application (2011-2016)
Table Southeast Asia CNC Plano Milling Machine Market Share by Application (2011-2016)
Figure India CNC Plano Milling Machine Sales and Growth Rate (2011-2016)
Figure India CNC Plano Milling Machine Revenue and Growth Rate (2011-2016)
Figure India CNC Plano Milling Machine Sales Price Trend (2011-2016)
Table India CNC Plano Milling Machine Sales by Manufacturers (2011-2016)
Table India CNC Plano Milling Machine Market Share by Manufacturers (2011-2016)
Table India CNC Plano Milling Machine Sales by Type (2011-2016)
Table India CNC Plano Milling Machine Market Share by Type (2011-2016)
Table India CNC Plano Milling Machine Sales by Application (2011-2016)
Table India CNC Plano Milling Machine Market Share by Application (2011-2016)
Table DMG mori Basic Information List
Table DMG mori CNC Plano Milling Machine Sales, Revenue, Price and Gross Margin (2011-2016)
Figure DMG mori CNC Plano Milling Machine Global Market Share (2011-2016)
Table GILDEMEISTER Basic Information List
Table GILDEMEISTER CNC Plano Milling Machine Sales, Revenue, Price and Gross Margin (2011-2016)
Figure GILDEMEISTER CNC Plano Milling Machine Global Market Share (2011-2016)
Table MAZAK Basic Information List
Table MAZAK CNC Plano Milling Machine Sales, Revenue, Price and Gross Margin (2011-2016)
Figure MAZAK CNC Plano Milling Machine Global Market Share (2011-2016)
Table OKUMA Basic Information List
Table OKUMA CNC Plano Milling Machine Sales, Revenue, Price and Gross Margin (2011-2016)
Figure OKUMA CNC Plano Milling Machine Global Market Share (2011-2016)
Table Komatsu Basic Information List
Table Komatsu CNC Plano Milling Machine Sales, Revenue, Price and Gross Margin (2011-2016)
Figure Komatsu CNC Plano Milling Machine Global Market Share (2011-2016)
Table DOOSAN Basic Information List
Table DOOSAN CNC Plano Milling Machine Sales, Revenue, Price and Gross Margin (2011-2016)
Figure DOOSAN CNC Plano Milling Machine Global Market Share (2011-2016)
Table. Basic Information List
Table. CNC Plano Milling Machine Sales, Revenue, Price and Gross Margin (2011-2016)
Figure. CNC Plano Milling Machine Global 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 CNC Plano Milling Machine
Figure Manufacturing Process Analysis of CNC Plano Milling Machine
Figure CNC Plano Milling Machine Industrial Chain Analysis
Table Raw Materials Sources of CNC Plano Milling Machine Major Manufacturers in 2015
Table Major Buyers of CNC Plano Milling Machine
Table Distributors/Traders List
Figure Global CNC Plano Milling Machine Sales and Growth Rate Forecast (2016-2021)
Figure Global CNC Plano Milling Machine Revenue and Growth Rate Forecast (2016-2021)
Table Global CNC Plano Milling Machine Sales Forecast by Regions (2016-2021)
Table Global CNC Plano Milling Machine Sales Forecast by Type (2016-2021)
Table Global CNC Plano Milling Machine Sales Forecast by Application (2016-2021)