2022-2029 Global Forming Dies Professional Market Research Report, Analysis from Perspective of Segmentation (Competitor Landscape, Type, Application, and Geography)

Table of Content

1 Forming Dies Market Overview
1.1 Product Overview and Scope of Forming Dies
1.2 Forming Dies Segment by Type
1.2.1 Global Forming Dies Sales and CAGR (%) Comparison by Type (2017-2029)
1.2.2 The Market Profile of Carbide
1.2.3 The Market Profile of Steel Made
1.2.4 The Market Profile of Others
1.3 Global Forming Dies Segment by Application
1.3.1 Forming Dies Consumption (Sales) Comparison by Application (2017-2029)
1.3.2 The Market Profile of For Sheet Metal Production
1.3.3 The Market Profile of For Coin Production
1.3.4 The Market Profile of Others
1.4 Global Forming Dies Market, Region Wise (2017-2022)
1.4.1 Global Forming Dies Market Size (Revenue) and CAGR (%) Comparison by Region (2017-2022)
1.4.2 United States Forming Dies Market Status and Prospect (2017-2022)
1.4.3 Europe Forming Dies Market Status and Prospect (2017-2022)
1.4.3.1 Germany Forming Dies Market Status and Prospect (2017-2022)
1.4.3.2 UK Forming Dies Market Status and Prospect (2017-2022)
1.4.3.3 France Forming Dies Market Status and Prospect (2017-2022)
1.4.3.4 Italy Forming Dies Market Status and Prospect (2017-2022)
1.4.3.5 Spain Forming Dies Market Status and Prospect (2017-2022)
1.4.3.6 Russia Forming Dies Market Status and Prospect (2017-2022)
1.4.3.7 Poland Forming Dies Market Status and Prospect (2017-2022)
1.4.4 China Forming Dies Market Status and Prospect (2017-2022)
1.4.5 Japan Forming Dies Market Status and Prospect (2017-2022)
1.4.6 India Forming Dies Market Status and Prospect (2017-2022)
1.4.7 Southeast Asia Forming Dies Market Status and Prospect (2017-2022)
1.4.7.1 Malaysia Forming Dies Market Status and Prospect (2017-2022)
1.4.7.2 Singapore Forming Dies Market Status and Prospect (2017-2022)
1.4.7.3 Philippines Forming Dies Market Status and Prospect (2017-2022)
1.4.7.4 Indonesia Forming Dies Market Status and Prospect (2017-2022)
1.4.7.5 Thailand Forming Dies Market Status and Prospect (2017-2022)
1.4.7.6 Vietnam Forming Dies Market Status and Prospect (2017-2022)
1.4.8 Latin America Forming Dies Market Status and Prospect (2017-2022)
1.4.8.1 Brazil Forming Dies Market Status and Prospect (2017-2022)
1.4.8.2 Mexico Forming Dies Market Status and Prospect (2017-2022)
1.4.8.3 Colombia Forming Dies Market Status and Prospect (2017-2022)
1.4.9 Middle East and Africa Forming Dies Market Status and Prospect (2017-2022)
1.4.9.1 Saudi Arabia Forming Dies Market Status and Prospect (2017-2022)
1.4.9.2 United Arab Emirates Forming Dies Market Status and Prospect (2017-2022)
1.4.9.3 Turkey Forming Dies Market Status and Prospect (2017-2022)
1.4.9.4 Egypt Forming Dies Market Status and Prospect (2017-2022)
1.4.9.5 South Africa Forming Dies Market Status and Prospect (2017-2022)
1.4.9.6 Nigeria Forming Dies Market Status and Prospect (2017-2022)
1.5 Global Market Size of Forming Dies (2017-2029)
1.5.1 Global Forming Dies Revenue Status and Outlook (2017-2029)
1.5.2 Global Forming Dies Sales Status and Outlook (2017-2029)

2 Global Forming Dies Market Landscape by Player
2.1 Global Forming Dies Sales and Share by Player (2017-2022)
2.2 Global Forming Dies Revenue and Market Share by Player (2017-2022)
2.3 Global Forming Dies Average Price by Player (2017-2022)
2.4 Global Forming Dies Gross Margin by Player (2017-2022)
2.5 Forming Dies Manufacturing Base Distribution, Sales Area and Product Type by Player
2.6 Forming Dies Market Competitive Situation and Trends
2.6.1 Forming Dies Market Concentration Rate
2.6.2 Forming Dies Market Share of Top 3 and Top 6 Players
2.6.3 Mergers & Acquisitions, Expansion

3 Forming Dies Upstream and Downstream Analysis
3.1 Forming Dies Industrial Chain Analysis
3.2 Key Raw Materials Suppliers and Price Analysis
3.3 Key Raw Materials Supply and Demand Analysis
3.4 Manufacturing Process Analysis
3.5 Market Concentration Rate of Raw Materials
3.6 Downstream Buyers
3.7 Value Chain Status Under COVID-19

4 Forming Dies Manufacturing Cost Analysis
4.1 Manufacturing Cost Structure Analysis
4.2 Forming Dies Key Raw Materials Cost Analysis
4.2.1 Key Raw Materials Introduction
4.2.2 Price Trend of Key Raw Materials
4.3 Labor Cost Analysis
4.3.1 Labor Cost of Forming Dies Under COVID-19
4.4 Energy Costs Analysis
4.5 R&D Costs Analysis

5 Market Dynamics
5.1 Drivers
5.2 Restraints and Challenges
5.3 Opportunities
5.3.1 Advances in Innovation and Technology for Forming Dies
5.3.2 Increased Demand in Emerging Markets
5.4 Forming Dies Industry Development Trends under COVID-19 Outbreak
5.4.1 Global COVID-19 Status Overview
5.4.2 Influence of COVID-19 Outbreak on Forming Dies Industry Development
5.5 Consumer Behavior Analysis

6 Players Profiles
6.1 Whidden Gunworks
6.1.1 Whidden Gunworks Basic Information, Manufacturing Base, Sales Area and Competitors
6.1.2 Forming Dies Product Profiles, Application and Specification
6.1.3 Whidden Gunworks Forming Dies Market Performance (2017-2022)
6.1.4 Whidden Gunworks Business Overview
6.2 Accuratus
6.2.1 Accuratus Basic Information, Manufacturing Base, Sales Area and Competitors
6.2.2 Forming Dies Product Profiles, Application and Specification
6.2.3 Accuratus Forming Dies Market Performance (2017-2022)
6.2.4 Accuratus Business Overview
6.3 Roller Die
6.3.1 Roller Die Basic Information, Manufacturing Base, Sales Area and Competitors
6.3.2 Forming Dies Product Profiles, Application and Specification
6.3.3 Roller Die Forming Dies Market Performance (2017-2022)
6.3.4 Roller Die Business Overview
6.4 Progressive Tool & Die
6.4.1 Progressive Tool & Die Basic Information, Manufacturing Base, Sales Area and Competitors
6.4.2 Forming Dies Product Profiles, Application and Specification
6.4.3 Progressive Tool & Die Forming Dies Market Performance (2017-2022)
6.4.4 Progressive Tool & Die Business Overview
6.5 AWEBA
6.5.1 AWEBA Basic Information, Manufacturing Base, Sales Area and Competitors
6.5.2 Forming Dies Product Profiles, Application and Specification
6.5.3 AWEBA Forming Dies Market Performance (2017-2022)
6.5.4 AWEBA Business Overview
6.6 Huntingtons
6.6.1 Huntingtons Basic Information, Manufacturing Base, Sales Area and Competitors
6.6.2 Forming Dies Product Profiles, Application and Specification
6.6.3 Huntingtons Forming Dies Market Performance (2017-2022)
6.6.4 Huntingtons Business Overview
6.7 Wrentham Tool
6.7.1 Wrentham Tool Basic Information, Manufacturing Base, Sales Area and Competitors
6.7.2 Forming Dies Product Profiles, Application and Specification
6.7.3 Wrentham Tool Forming Dies Market Performance (2017-2022)
6.7.4 Wrentham Tool Business Overview
6.8 Manix Manufacturing
6.8.1 Manix Manufacturing Basic Information, Manufacturing Base, Sales Area and Competitors
6.8.2 Forming Dies Product Profiles, Application and Specification
6.8.3 Manix Manufacturing Forming Dies Market Performance (2017-2022)
6.8.4 Manix Manufacturing Business Overview
6.9 Hornady
6.9.1 Hornady Basic Information, Manufacturing Base, Sales Area and Competitors
6.9.2 Forming Dies Product Profiles, Application and Specification
6.9.3 Hornady Forming Dies Market Performance (2017-2022)
6.9.4 Hornady Business Overview
6.10 CHUM YUAN CO., LTD
6.10.1 CHUM YUAN CO., LTD Basic Information, Manufacturing Base, Sales Area and Competitors
6.10.2 Forming Dies Product Profiles, Application and Specification
6.10.3 CHUM YUAN CO., LTD Forming Dies Market Performance (2017-2022)
6.10.4 CHUM YUAN CO., LTD Business Overview

7 Global Forming Dies Sales and Revenue Region Wise (2017-2022)
7.1 Global Forming Dies Sales and Market Share, Region Wise (2017-2022)
7.2 Global Forming Dies Revenue (Revenue) and Market Share, Region Wise (2017-2022)
7.3 Global Forming Dies Sales, Revenue, Price and Gross Margin (2017-2022)
7.4 United States Forming Dies Sales, Revenue, Price and Gross Margin (2017-2022)
7.4.1 United States Forming Dies Market Under COVID-19
7.5 Europe Forming Dies Sales, Revenue, Price and Gross Margin (2017-2022)
7.5.1 Europe Forming Dies Market Under COVID-19
7.6 China Forming Dies Sales, Revenue, Price and Gross Margin (2017-2022)
7.6.1 China Forming Dies Market Under COVID-19
7.7 Japan Forming Dies Sales, Revenue, Price and Gross Margin (2017-2022)
7.7.1 Japan Forming Dies Market Under COVID-19
7.8 India Forming Dies Sales, Revenue, Price and Gross Margin (2017-2022)
7.8.1 India Forming Dies Market Under COVID-19
7.9 Southeast Asia Forming Dies Sales, Revenue, Price and Gross Margin (2017-2022)
7.9.1 Southeast Asia Forming Dies Market Under COVID-19
7.10 Latin America Forming Dies Sales, Revenue, Price and Gross Margin (2017-2022)
7.10.1 Latin America Forming Dies Market Under COVID-19
7.11 Middle East and Africa Forming Dies Sales, Revenue, Price and Gross Margin (2017-2022)
7.11.1 Middle East and Africa Forming Dies Market Under COVID-19

8 Global Forming Dies Sales, Revenue (Revenue), Price Trend by Type
8.1 Global Forming Dies Sales and Market Share by Type (2017-2022)
8.2 Global Forming Dies Revenue and Market Share by Type (2017-2022)
8.3 Global Forming Dies Price by Type (2017-2022)
8.4 Global Forming Dies Sales Growth Rate by Type (2017-2022)
8.4.1 Global Forming Dies Sales Growth Rate of Carbide (2017-2022)
8.4.2 Global Forming Dies Sales Growth Rate of Steel Made (2017-2022)
8.4.3 Global Forming Dies Sales Growth Rate of Others (2017-2022)

9 Global Forming Dies Market Analysis by Application
9.1 Global Forming Dies Consumption and Market Share by Application (2017-2022)
9.2 Global Forming Dies Consumption Growth Rate by Application (2017-2022)
9.2.1 Global Forming Dies Consumption Growth Rate of For Sheet Metal Production (2017-2022)
9.2.2 Global Forming Dies Consumption Growth Rate of For Coin Production (2017-2022)
9.2.3 Global Forming Dies Consumption Growth Rate of Others (2017-2022)

10 Global Forming Dies Market Forecast (2022-2029)
10.1 Global Forming Dies Sales, Revenue Forecast (2022-2029)
10.1.1 Global Forming Dies Sales and Growth Rate Forecast (2022-2029)
10.1.2 Global Forming Dies Revenue and Growth Rate Forecast (2022-2029)
10.1.3 Global Forming Dies Price and Trend Forecast (2022-2029)
10.2 Global Forming Dies Sales and Revenue Forecast, Region Wise (2022-2029)
10.2.1 United States Forming Dies Sales and Revenue Forecast (2022-2029)
10.2.2 Europe Forming Dies Sales and Revenue Forecast (2022-2029)
10.2.3 China Forming Dies Sales and Revenue Forecast (2022-2029)
10.2.4 Japan Forming Dies Sales and Revenue Forecast (2022-2029)
10.2.5 India Forming Dies Sales and Revenue Forecast (2022-2029)
10.2.6 Southeast Asia Forming Dies Sales and Revenue Forecast (2022-2029)
10.2.7 Latin America Forming Dies Sales and Revenue Forecast (2022-2029)
10.2.8 Middle East and Africa Forming Dies Sales and Revenue Forecast (2022-2029)
10.3 Global Forming Dies Sales, Revenue and Price Forecast by Type (2022-2029)
10.4 Global Forming Dies Consumption Forecast by Application (2022-2029)
10.5 Forming Dies Market Forecast Under COVID-19

11 Research Findings and Conclusion

12 Appendix
12.1 Methodology
12.2 Research Data Source

List of Tables and Figures

Figure Forming Dies Product Picture
Table Global Forming Dies Sales and CAGR (%) Comparison by Type
Table Profile of Carbide
Table Profile of Steel Made
Table Profile of Others
Table Forming Dies Consumption (Sales) Comparison by Application (2017-2029)
Table Profile of For Sheet Metal Production
Table Profile of For Coin Production
Table Profile of Others
Figure Global Forming Dies Market Size (Revenue) and CAGR (%) (2017-2022)
Figure United States Forming Dies Revenue and Growth Rate (2017-2022)
Figure Europe Forming Dies Revenue and Growth Rate (2017-2022)
Figure Germany Forming Dies Revenue and Growth Rate (2017-2022)
Figure UK Forming Dies Revenue and Growth Rate (2017-2022)
Figure France Forming Dies Revenue and Growth Rate (2017-2022)
Figure Italy Forming Dies Revenue and Growth Rate (2017-2022)
Figure Spain Forming Dies Revenue and Growth Rate (2017-2022)
Figure Russia Forming Dies Revenue and Growth Rate (2017-2022)
Figure Poland Forming Dies Revenue and Growth Rate (2017-2022)
Figure China Forming Dies Revenue and Growth Rate (2017-2022)
Figure Japan Forming Dies Revenue and Growth Rate (2017-2022)
Figure India Forming Dies Revenue and Growth Rate (2017-2022)
Figure Southeast Asia Forming Dies Revenue and Growth Rate (2017-2022)
Figure Malaysia Forming Dies Revenue and Growth Rate (2017-2022)
Figure Singapore Forming Dies Revenue and Growth Rate (2017-2022)
Figure Philippines Forming Dies Revenue and Growth Rate (2017-2022)
Figure Indonesia Forming Dies Revenue and Growth Rate (2017-2022)
Figure Thailand Forming Dies Revenue and Growth Rate (2017-2022)
Figure Vietnam Forming Dies Revenue and Growth Rate (2017-2022)
Figure Latin America Forming Dies Revenue and Growth Rate (2017-2022)
Figure Brazil Forming Dies Revenue and Growth Rate (2017-2022)
Figure Mexico Forming Dies Revenue and Growth Rate (2017-2022)
Figure Colombia Forming Dies Revenue and Growth Rate (2017-2022)
Figure Middle East and Africa Forming Dies Revenue and Growth Rate (2017-2022)
Figure Saudi Arabia Forming Dies Revenue and Growth Rate (2017-2022)
Figure United Arab Emirates Forming Dies Revenue and Growth Rate (2017-2022)
Figure Turkey Forming Dies Revenue and Growth Rate (2017-2022)
Figure Egypt Forming Dies Revenue and Growth Rate (2017-2022)
Figure South Africa Forming Dies Revenue and Growth Rate (2017-2022)
Figure Nigeria Forming Dies Revenue and Growth Rate (2017-2022)
Figure Global Forming Dies Sales Status and Outlook (2017-2029)
Table Global Forming Dies Sales by Player (2017-2022)
Table Global Forming Dies Sales Share by Player (2017-2022)
Figure Global Forming Dies Sales Share by Player in 2021
Table Forming Dies Revenue by Player (2017-2022)
Table Forming Dies Revenue Market Share by Player (2017-2022)
Table Forming Dies Price by Player (2017-2022)
Table Forming Dies Gross Margin by Player (2017-2022)
Table Forming Dies Manufacturing Base Distribution and Sales Area by Player
Table Forming Dies Product Type by Player
Table Mergers & Acquisitions, Expansion Plans
Figure Forming Dies Industrial Chain Analysis
Table Key Raw Materials Suppliers and Price Analysis
Figure Market Concentration Rate of Raw Materials
Table Downstream Buyers
Figure Manufacturing Cost Structure Analysis
Table Key Raw Materials Introduction of Forming Dies
Figure Price Trend of Key Raw Materials
Figure Global COVID-19 Status Overview
Table Influence of COVID-19 Outbreak on Forming Dies Industry Development
Table Whidden Gunworks Profile
Table Forming Dies Product Profiles, Application and Specification
Table Whidden Gunworks Forming Dies Sales, Revenue, Price and Gross Margin (2017-2022)
Figure Whidden Gunworks Revenue and Growth Rate
Figure Whidden Gunworks Revenue Market Share 2017-2022
Table Accuratus Profile
Table Forming Dies Product Profiles, Application and Specification
Table Accuratus Forming Dies Sales, Revenue, Price and Gross Margin (2017-2022)
Figure Accuratus Revenue and Growth Rate
Figure Accuratus Revenue Market Share 2017-2022
Table Roller Die Profile
Table Forming Dies Product Profiles, Application and Specification
Table Roller Die Forming Dies Sales, Revenue, Price and Gross Margin (2017-2022)
Figure Roller Die Revenue and Growth Rate
Figure Roller Die Revenue Market Share 2017-2022
Table Progressive Tool & Die Profile
Table Forming Dies Product Profiles, Application and Specification
Table Progressive Tool & Die Forming Dies Sales, Revenue, Price and Gross Margin (2017-2022)
Figure Progressive Tool & Die Revenue and Growth Rate
Figure Progressive Tool & Die Revenue Market Share 2017-2022
Table AWEBA Profile
Table Forming Dies Product Profiles, Application and Specification
Table AWEBA Forming Dies Sales, Revenue, Price and Gross Margin (2017-2022)
Figure AWEBA Revenue and Growth Rate
Figure AWEBA Revenue Market Share 2017-2022
Table Huntingtons Profile
Table Forming Dies Product Profiles, Application and Specification
Table Huntingtons Forming Dies Sales, Revenue, Price and Gross Margin (2017-2022)
Figure Huntingtons Revenue and Growth Rate
Figure Huntingtons Revenue Market Share 2017-2022
Table Wrentham Tool Profile
Table Forming Dies Product Profiles, Application and Specification
Table Wrentham Tool Forming Dies Sales, Revenue, Price and Gross Margin (2017-2022)
Figure Wrentham Tool Revenue and Growth Rate
Figure Wrentham Tool Revenue Market Share 2017-2022
Table Manix Manufacturing Profile
Table Forming Dies Product Profiles, Application and Specification
Table Manix Manufacturing Forming Dies Sales, Revenue, Price and Gross Margin (2017-2022)
Figure Manix Manufacturing Revenue and Growth Rate
Figure Manix Manufacturing Revenue Market Share 2017-2022
Table Hornady Profile
Table Forming Dies Product Profiles, Application and Specification
Table Hornady Forming Dies Sales, Revenue, Price and Gross Margin (2017-2022)
Figure Hornady Revenue and Growth Rate
Figure Hornady Revenue Market Share 2017-2022
Table CHUM YUAN CO., LTD Profile
Table Forming Dies Product Profiles, Application and Specification
Table CHUM YUAN CO., LTD Forming Dies Sales, Revenue, Price and Gross Margin (2017-2022)
Figure CHUM YUAN CO., LTD Revenue and Growth Rate
Figure CHUM YUAN CO., LTD Revenue Market Share 2017-2022
Table Global Forming Dies Sales, Region Wise (2017-2022)
Table Global Forming Dies Sales Market Share, Region Wise (2017-2022)
Figure Global Forming Dies Sales Market Share, Region Wise (2017-2022)
Figure Global Forming Dies Sales Market Share, Region Wise in 2021
Table Global Forming Dies Revenue, Region Wise (2017-2022)
Table Global Forming Dies Revenue Market Share, Region Wise (2017-2022)
Figure Global Forming Dies Revenue Market Share, Region Wise (2017-2022)
Figure Global Forming Dies Revenue Market Share, Region Wise in 2021
Table Global Forming Dies Sales, Revenue, Price and Gross Margin (2017-2022)
Table United States Forming Dies Sales, Revenue, Price and Gross Margin (2017-2022)
Table Europe Forming Dies Sales, Revenue, Price and Gross Margin (2017-2022)
Table China Forming Dies Sales, Revenue, Price and Gross Margin (2017-2022)
Table Japan Forming Dies Sales, Revenue, Price and Gross Margin (2017-2022)
Table India Forming Dies Sales, Revenue, Price and Gross Margin (2017-2022)
Table Southeast Asia Forming Dies Sales, Revenue, Price and Gross Margin (2017-2022)
Table Latin America Forming Dies Sales, Revenue, Price and Gross Margin (2017-2022)
Table Middle East and Africa Forming Dies Sales, Revenue, Price and Gross Margin (2017-2022)
Table Global Forming Dies Sales by Type (2017-2022)
Table Global Forming Dies Sales Market Share by Type (2017-2022)
Figure Global Forming Dies Sales Market Share by Type in 2022
Table Global Forming Dies Revenue by Type (2017-2022)
Table Global Forming Dies Revenue Market Share by Type (2017-2022)
Figure Global Forming Dies Revenue Market Share by Type in 2022
Table Forming Dies Price by Type (2017-2022)
Figure Global Forming Dies Sales Growth Rate of Carbide (2017-2022)
Figure Global Forming Dies Sales Growth Rate of Steel Made (2017-2022)
Figure Global Forming Dies Sales Growth Rate of Others (2017-2022)
Table Global Forming Dies Consumption by Application (2017-2022)
Table Global Forming Dies Consumption Market Share by Application (2017-2022)
Table Global Forming Dies Consumption of For Sheet Metal Production (2017-2022)
Table Global Forming Dies Consumption of For Coin Production (2017-2022)
Table Global Forming Dies Consumption of Others (2017-2022)
Figure Global Forming Dies Sales and Growth Rate Forecast (2022-2029)
Figure Global Forming Dies Revenue and Growth Rate Forecast (2022-2029)
Figure Global Forming Dies Price and Trend Forecast (2022-2029)
Figure USA Forming Dies Market Sales and Growth Rate Forecast Analysis (2022-2029)
Figure USA Forming Dies Market Revenue and Growth Rate Forecast Analysis (2022-2029)
Figure Europe Forming Dies Market Sales and Growth Rate Forecast Analysis (2022-2029)
Figure Europe Forming Dies Market Revenue and Growth Rate Forecast Analysis (2022-2029)
Figure China Forming Dies Market Sales and Growth Rate Forecast Analysis (2022-2029)
Figure China Forming Dies Market Revenue and Growth Rate Forecast Analysis (2022-2029)
Figure Japan Forming Dies Market Sales and Growth Rate Forecast Analysis (2022-2029)
Figure Japan Forming Dies Market Revenue and Growth Rate Forecast Analysis (2022-2029)
Figure India Forming Dies Market Sales and Growth Rate Forecast Analysis (2022-2029)
Figure India Forming Dies Market Revenue and Growth Rate Forecast Analysis (2022-2029)
Figure Southeast Asia Forming Dies Market Sales and Growth Rate Forecast Analysis (2022-2029)
Figure Southeast Asia Forming Dies Market Revenue and Growth Rate Forecast Analysis (2022-2029)
Figure Latin America Forming Dies Market Sales and Growth Rate Forecast Analysis (2022-2029)
Figure Latin America Forming Dies Market Revenue and Growth Rate Forecast Analysis (2022-2029)
Figure Middle East and Africa Forming Dies Market Sales and Growth Rate Forecast Analysis (2022-2029)
Figure Middle East and Africa Forming Dies Market Revenue and Growth Rate Forecast Analysis (2022-2029)
Table Global Forming Dies Market Sales Forecast, by Type
Table Global Forming Dies Sales Volume Market Share Forecast, by Type
Table Global Forming Dies Market Revenue Forecast, by Type
Table Global Forming Dies Revenue Market Share Forecast, by Type
Table Global Forming Dies Price Forecast, by Type
Table Global Forming Dies Market Consumption Forecast, by Application
Table Global Forming Dies Consumption Volume Market Share Forecast, by Application
Table Global Forming Dies Market Revenue Forecast, by Application
Table Global Forming Dies Revenue Market Share Forecast, by Application
Table Global Forming Dies Price Forecast, by Application