Table of Content 1 Barbershop Software Market Overview 1.1 Product Overview and Scope of Barbershop Software 1.2 Barbershop Software Segment by Type 1.2.1 Global Barbershop Software Sales and CAGR (%) Comparison by Type (2017-2029) 1.2.2 The Market Profile of Cloud-based 1.2.3 The Market Profile of On-premises 1.3 Global Barbershop Software Segment by Application 1.3.1 Barbershop Software Consumption (Sales) Comparison by Application (2017-2029) 1.3.2 The Market Profile of Small and Medium Enterprises (SMEs) 1.3.3 The Market Profile of Large Enterprises 1.4 Global Barbershop Software Market, Region Wise (2017-2022) 1.4.1 Global Barbershop Software Market Size (Revenue) and CAGR (%) Comparison by Region (2017-2022) 1.4.2 United States Barbershop Software Market Status and Prospect (2017-2022) 1.4.3 Europe Barbershop Software Market Status and Prospect (2017-2022) 1.4.3.1 Germany Barbershop Software Market Status and Prospect (2017-2022) 1.4.3.2 UK Barbershop Software Market Status and Prospect (2017-2022) 1.4.3.3 France Barbershop Software Market Status and Prospect (2017-2022) 1.4.3.4 Italy Barbershop Software Market Status and Prospect (2017-2022) 1.4.3.5 Spain Barbershop Software Market Status and Prospect (2017-2022) 1.4.3.6 Russia Barbershop Software Market Status and Prospect (2017-2022) 1.4.3.7 Poland Barbershop Software Market Status and Prospect (2017-2022) 1.4.4 China Barbershop Software Market Status and Prospect (2017-2022) 1.4.5 Japan Barbershop Software Market Status and Prospect (2017-2022) 1.4.6 India Barbershop Software Market Status and Prospect (2017-2022) 1.4.7 Southeast Asia Barbershop Software Market Status and Prospect (2017-2022) 1.4.7.1 Malaysia Barbershop Software Market Status and Prospect (2017-2022) 1.4.7.2 Singapore Barbershop Software Market Status and Prospect (2017-2022) 1.4.7.3 Philippines Barbershop Software Market Status and Prospect (2017-2022) 1.4.7.4 Indonesia Barbershop Software Market Status and Prospect (2017-2022) 1.4.7.5 Thailand Barbershop Software Market Status and Prospect (2017-2022) 1.4.7.6 Vietnam Barbershop Software Market Status and Prospect (2017-2022) 1.4.8 Latin America Barbershop Software Market Status and Prospect (2017-2022) 1.4.8.1 Brazil Barbershop Software Market Status and Prospect (2017-2022) 1.4.8.2 Mexico Barbershop Software Market Status and Prospect (2017-2022) 1.4.8.3 Colombia Barbershop Software Market Status and Prospect (2017-2022) 1.4.9 Middle East and Africa Barbershop Software Market Status and Prospect (2017-2022) 1.4.9.1 Saudi Arabia Barbershop Software Market Status and Prospect (2017-2022) 1.4.9.2 United Arab Emirates Barbershop Software Market Status and Prospect (2017-2022) 1.4.9.3 Turkey Barbershop Software Market Status and Prospect (2017-2022) 1.4.9.4 Egypt Barbershop Software Market Status and Prospect (2017-2022) 1.4.9.5 South Africa Barbershop Software Market Status and Prospect (2017-2022) 1.4.9.6 Nigeria Barbershop Software Market Status and Prospect (2017-2022) 1.5 Global Market Size of Barbershop Software (2017-2029) 1.5.1 Global Barbershop Software Revenue Status and Outlook (2017-2029) 1.5.2 Global Barbershop Software Sales Status and Outlook (2017-2029) 2 Global Barbershop Software Market Landscape by Player 2.1 Global Barbershop Software Sales and Share by Player (2017-2022) 2.2 Global Barbershop Software Revenue and Market Share by Player (2017-2022) 2.3 Global Barbershop Software Average Price by Player (2017-2022) 2.4 Global Barbershop Software Gross Margin by Player (2017-2022) 2.5 Barbershop Software Manufacturing Base Distribution, Sales Area and Product Type by Player 2.6 Barbershop Software Market Competitive Situation and Trends 2.6.1 Barbershop Software Market Concentration Rate 2.6.2 Barbershop Software Market Share of Top 3 and Top 6 Players 2.6.3 Mergers & Acquisitions, Expansion 3 Barbershop Software Upstream and Downstream Analysis 3.1 Barbershop Software 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 Barbershop Software Manufacturing Cost Analysis 4.1 Manufacturing Cost Structure Analysis 4.2 Barbershop Software 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 Barbershop Software 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 Barbershop Software 5.3.2 Increased Demand in Emerging Markets 5.4 Barbershop Software Industry Development Trends under COVID-19 Outbreak 5.4.1 Global COVID-19 Status Overview 5.4.2 Influence of COVID-19 Outbreak on Barbershop Software Industry Development 5.5 Consumer Behavior Analysis 6 Players Profiles 6.1 Belliata Salon Software 6.1.1 Belliata Salon Software Basic Information, Manufacturing Base, Sales Area and Competitors 6.1.2 Barbershop Software Product Profiles, Application and Specification 6.1.3 Belliata Salon Software Barbershop Software Market Performance (2017-2022) 6.1.4 Belliata Salon Software Business Overview 6.2 Versum 6.2.1 Versum Basic Information, Manufacturing Base, Sales Area and Competitors 6.2.2 Barbershop Software Product Profiles, Application and Specification 6.2.3 Versum Barbershop Software Market Performance (2017-2022) 6.2.4 Versum Business Overview 6.3 BookSteam 6.3.1 BookSteam Basic Information, Manufacturing Base, Sales Area and Competitors 6.3.2 Barbershop Software Product Profiles, Application and Specification 6.3.3 BookSteam Barbershop Software Market Performance (2017-2022) 6.3.4 BookSteam Business Overview 6.4 GoFrugal Technologies 6.4.1 GoFrugal Technologies Basic Information, Manufacturing Base, Sales Area and Competitors 6.4.2 Barbershop Software Product Profiles, Application and Specification 6.4.3 GoFrugal Technologies Barbershop Software Market Performance (2017-2022) 6.4.4 GoFrugal Technologies Business Overview 6.5 Offshoot 6.5.1 Offshoot Basic Information, Manufacturing Base, Sales Area and Competitors 6.5.2 Barbershop Software Product Profiles, Application and Specification 6.5.3 Offshoot Barbershop Software Market Performance (2017-2022) 6.5.4 Offshoot Business Overview 6.6 MINDBODY 6.6.1 MINDBODY Basic Information, Manufacturing Base, Sales Area and Competitors 6.6.2 Barbershop Software Product Profiles, Application and Specification 6.6.3 MINDBODY Barbershop Software Market Performance (2017-2022) 6.6.4 MINDBODY Business Overview 6.7 baxus 6.7.1 baxus Basic Information, Manufacturing Base, Sales Area and Competitors 6.7.2 Barbershop Software Product Profiles, Application and Specification 6.7.3 baxus Barbershop Software Market Performance (2017-2022) 6.7.4 baxus Business Overview 6.8 Elaborative 6.8.1 Elaborative Basic Information, Manufacturing Base, Sales Area and Competitors 6.8.2 Barbershop Software Product Profiles, Application and Specification 6.8.3 Elaborative Barbershop Software Market Performance (2017-2022) 6.8.4 Elaborative Business Overview 6.9 Square 6.9.1 Square Basic Information, Manufacturing Base, Sales Area and Competitors 6.9.2 Barbershop Software Product Profiles, Application and Specification 6.9.3 Square Barbershop Software Market Performance (2017-2022) 6.9.4 Square Business Overview 6.10 Shortcuts Software 6.10.1 Shortcuts Software Basic Information, Manufacturing Base, Sales Area and Competitors 6.10.2 Barbershop Software Product Profiles, Application and Specification 6.10.3 Shortcuts Software Barbershop Software Market Performance (2017-2022) 6.10.4 Shortcuts Software Business Overview 6.11 NewChurchTek 6.11.1 NewChurchTek Basic Information, Manufacturing Base, Sales Area and Competitors 6.11.2 Barbershop Software Product Profiles, Application and Specification 6.11.3 NewChurchTek Barbershop Software Market Performance (2017-2022) 6.11.4 NewChurchTek Business Overview 7 Global Barbershop Software Sales and Revenue Region Wise (2017-2022) 7.1 Global Barbershop Software Sales and Market Share, Region Wise (2017-2022) 7.2 Global Barbershop Software Revenue (Revenue) and Market Share, Region Wise (2017-2022) 7.3 Global Barbershop Software Sales, Revenue, Price and Gross Margin (2017-2022) 7.4 United States Barbershop Software Sales, Revenue, Price and Gross Margin (2017-2022) 7.4.1 United States Barbershop Software Market Under COVID-19 7.5 Europe Barbershop Software Sales, Revenue, Price and Gross Margin (2017-2022) 7.5.1 Europe Barbershop Software Market Under COVID-19 7.6 China Barbershop Software Sales, Revenue, Price and Gross Margin (2017-2022) 7.6.1 China Barbershop Software Market Under COVID-19 7.7 Japan Barbershop Software Sales, Revenue, Price and Gross Margin (2017-2022) 7.7.1 Japan Barbershop Software Market Under COVID-19 7.8 India Barbershop Software Sales, Revenue, Price and Gross Margin (2017-2022) 7.8.1 India Barbershop Software Market Under COVID-19 7.9 Southeast Asia Barbershop Software Sales, Revenue, Price and Gross Margin (2017-2022) 7.9.1 Southeast Asia Barbershop Software Market Under COVID-19 7.10 Latin America Barbershop Software Sales, Revenue, Price and Gross Margin (2017-2022) 7.10.1 Latin America Barbershop Software Market Under COVID-19 7.11 Middle East and Africa Barbershop Software Sales, Revenue, Price and Gross Margin (2017-2022) 7.11.1 Middle East and Africa Barbershop Software Market Under COVID-19 8 Global Barbershop Software Sales, Revenue (Revenue), Price Trend by Type 8.1 Global Barbershop Software Sales and Market Share by Type (2017-2022) 8.2 Global Barbershop Software Revenue and Market Share by Type (2017-2022) 8.3 Global Barbershop Software Price by Type (2017-2022) 8.4 Global Barbershop Software Sales Growth Rate by Type (2017-2022) 8.4.1 Global Barbershop Software Sales Growth Rate of Cloud-based (2017-2022) 8.4.2 Global Barbershop Software Sales Growth Rate of On-premises (2017-2022) 9 Global Barbershop Software Market Analysis by Application 9.1 Global Barbershop Software Consumption and Market Share by Application (2017-2022) 9.2 Global Barbershop Software Consumption Growth Rate by Application (2017-2022) 9.2.1 Global Barbershop Software Consumption Growth Rate of Small and Medium Enterprises (SMEs) (2017-2022) 9.2.2 Global Barbershop Software Consumption Growth Rate of Large Enterprises (2017-2022) 10 Global Barbershop Software Market Forecast (2022-2029) 10.1 Global Barbershop Software Sales, Revenue Forecast (2022-2029) 10.1.1 Global Barbershop Software Sales and Growth Rate Forecast (2022-2029) 10.1.2 Global Barbershop Software Revenue and Growth Rate Forecast (2022-2029) 10.1.3 Global Barbershop Software Price and Trend Forecast (2022-2029) 10.2 Global Barbershop Software Sales and Revenue Forecast, Region Wise (2022-2029) 10.2.1 United States Barbershop Software Sales and Revenue Forecast (2022-2029) 10.2.2 Europe Barbershop Software Sales and Revenue Forecast (2022-2029) 10.2.3 China Barbershop Software Sales and Revenue Forecast (2022-2029) 10.2.4 Japan Barbershop Software Sales and Revenue Forecast (2022-2029) 10.2.5 India Barbershop Software Sales and Revenue Forecast (2022-2029) 10.2.6 Southeast Asia Barbershop Software Sales and Revenue Forecast (2022-2029) 10.2.7 Latin America Barbershop Software Sales and Revenue Forecast (2022-2029) 10.2.8 Middle East and Africa Barbershop Software Sales and Revenue Forecast (2022-2029) 10.3 Global Barbershop Software Sales, Revenue and Price Forecast by Type (2022-2029) 10.4 Global Barbershop Software Consumption Forecast by Application (2022-2029) 10.5 Barbershop Software 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 Barbershop Software Product Picture Table Global Barbershop Software Sales and CAGR (%) Comparison by Type Table Profile of Cloud-based Table Profile of On-premises Table Barbershop Software Consumption (Sales) Comparison by Application (2017-2029) Table Profile of Small and Medium Enterprises (SMEs) Table Profile of Large Enterprises Figure Global Barbershop Software Market Size (Revenue) and CAGR (%) (2017-2022) Figure United States Barbershop Software Revenue and Growth Rate (2017-2022) Figure Europe Barbershop Software Revenue and Growth Rate (2017-2022) Figure Germany Barbershop Software Revenue and Growth Rate (2017-2022) Figure UK Barbershop Software Revenue and Growth Rate (2017-2022) Figure France Barbershop Software Revenue and Growth Rate (2017-2022) Figure Italy Barbershop Software Revenue and Growth Rate (2017-2022) Figure Spain Barbershop Software Revenue and Growth Rate (2017-2022) Figure Russia Barbershop Software Revenue and Growth Rate (2017-2022) Figure Poland Barbershop Software Revenue and Growth Rate (2017-2022) Figure China Barbershop Software Revenue and Growth Rate (2017-2022) Figure Japan Barbershop Software Revenue and Growth Rate (2017-2022) Figure India Barbershop Software Revenue and Growth Rate (2017-2022) Figure Southeast Asia Barbershop Software Revenue and Growth Rate (2017-2022) Figure Malaysia Barbershop Software Revenue and Growth Rate (2017-2022) Figure Singapore Barbershop Software Revenue and Growth Rate (2017-2022) Figure Philippines Barbershop Software Revenue and Growth Rate (2017-2022) Figure Indonesia Barbershop Software Revenue and Growth Rate (2017-2022) Figure Thailand Barbershop Software Revenue and Growth Rate (2017-2022) Figure Vietnam Barbershop Software Revenue and Growth Rate (2017-2022) Figure Latin America Barbershop Software Revenue and Growth Rate (2017-2022) Figure Brazil Barbershop Software Revenue and Growth Rate (2017-2022) Figure Mexico Barbershop Software Revenue and Growth Rate (2017-2022) Figure Colombia Barbershop Software Revenue and Growth Rate (2017-2022) Figure Middle East and Africa Barbershop Software Revenue and Growth Rate (2017-2022) Figure Saudi Arabia Barbershop Software Revenue and Growth Rate (2017-2022) Figure United Arab Emirates Barbershop Software Revenue and Growth Rate (2017-2022) Figure Turkey Barbershop Software Revenue and Growth Rate (2017-2022) Figure Egypt Barbershop Software Revenue and Growth Rate (2017-2022) Figure South Africa Barbershop Software Revenue and Growth Rate (2017-2022) Figure Nigeria Barbershop Software Revenue and Growth Rate (2017-2022) Figure Global Barbershop Software Sales Status and Outlook (2017-2029) Table Global Barbershop Software Sales by Player (2017-2022) Table Global Barbershop Software Sales Share by Player (2017-2022) Figure Global Barbershop Software Sales Share by Player in 2021 Table Barbershop Software Revenue by Player (2017-2022) Table Barbershop Software Revenue Market Share by Player (2017-2022) Table Barbershop Software Price by Player (2017-2022) Table Barbershop Software Gross Margin by Player (2017-2022) Table Barbershop Software Manufacturing Base Distribution and Sales Area by Player Table Barbershop Software Product Type by Player Table Mergers & Acquisitions, Expansion Plans Figure Barbershop Software 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 Barbershop Software Figure Price Trend of Key Raw Materials Figure Global COVID-19 Status Overview Table Influence of COVID-19 Outbreak on Barbershop Software Industry Development Table Belliata Salon Software Profile Table Barbershop Software Product Profiles, Application and Specification Table Belliata Salon Software Barbershop Software Sales, Revenue, Price and Gross Margin (2017-2022) Figure Belliata Salon Software Revenue and Growth Rate Figure Belliata Salon Software Revenue Market Share 2017-2022 Table Versum Profile Table Barbershop Software Product Profiles, Application and Specification Table Versum Barbershop Software Sales, Revenue, Price and Gross Margin (2017-2022) Figure Versum Revenue and Growth Rate Figure Versum Revenue Market Share 2017-2022 Table BookSteam Profile Table Barbershop Software Product Profiles, Application and Specification Table BookSteam Barbershop Software Sales, Revenue, Price and Gross Margin (2017-2022) Figure BookSteam Revenue and Growth Rate Figure BookSteam Revenue Market Share 2017-2022 Table GoFrugal Technologies Profile Table Barbershop Software Product Profiles, Application and Specification Table GoFrugal Technologies Barbershop Software Sales, Revenue, Price and Gross Margin (2017-2022) Figure GoFrugal Technologies Revenue and Growth Rate Figure GoFrugal Technologies Revenue Market Share 2017-2022 Table Offshoot Profile Table Barbershop Software Product Profiles, Application and Specification Table Offshoot Barbershop Software Sales, Revenue, Price and Gross Margin (2017-2022) Figure Offshoot Revenue and Growth Rate Figure Offshoot Revenue Market Share 2017-2022 Table MINDBODY Profile Table Barbershop Software Product Profiles, Application and Specification Table MINDBODY Barbershop Software Sales, Revenue, Price and Gross Margin (2017-2022) Figure MINDBODY Revenue and Growth Rate Figure MINDBODY Revenue Market Share 2017-2022 Table baxus Profile Table Barbershop Software Product Profiles, Application and Specification Table baxus Barbershop Software Sales, Revenue, Price and Gross Margin (2017-2022) Figure baxus Revenue and Growth Rate Figure baxus Revenue Market Share 2017-2022 Table Elaborative Profile Table Barbershop Software Product Profiles, Application and Specification Table Elaborative Barbershop Software Sales, Revenue, Price and Gross Margin (2017-2022) Figure Elaborative Revenue and Growth Rate Figure Elaborative Revenue Market Share 2017-2022 Table Square Profile Table Barbershop Software Product Profiles, Application and Specification Table Square Barbershop Software Sales, Revenue, Price and Gross Margin (2017-2022) Figure Square Revenue and Growth Rate Figure Square Revenue Market Share 2017-2022 Table Shortcuts Software Profile Table Barbershop Software Product Profiles, Application and Specification Table Shortcuts Software Barbershop Software Sales, Revenue, Price and Gross Margin (2017-2022) Figure Shortcuts Software Revenue and Growth Rate Figure Shortcuts Software Revenue Market Share 2017-2022 Table NewChurchTek Profile Table Barbershop Software Product Profiles, Application and Specification Table NewChurchTek Barbershop Software Sales, Revenue, Price and Gross Margin (2017-2022) Figure NewChurchTek Revenue and Growth Rate Figure NewChurchTek Revenue Market Share 2017-2022 Table Global Barbershop Software Sales, Region Wise (2017-2022) Table Global Barbershop Software Sales Market Share, Region Wise (2017-2022) Figure Global Barbershop Software Sales Market Share, Region Wise (2017-2022) Figure Global Barbershop Software Sales Market Share, Region Wise in 2021 Table Global Barbershop Software Revenue, Region Wise (2017-2022) Table Global Barbershop Software Revenue Market Share, Region Wise (2017-2022) Figure Global Barbershop Software Revenue Market Share, Region Wise (2017-2022) Figure Global Barbershop Software Revenue Market Share, Region Wise in 2021 Table Global Barbershop Software Sales, Revenue, Price and Gross Margin (2017-2022) Table United States Barbershop Software Sales, Revenue, Price and Gross Margin (2017-2022) Table Europe Barbershop Software Sales, Revenue, Price and Gross Margin (2017-2022) Table China Barbershop Software Sales, Revenue, Price and Gross Margin (2017-2022) Table Japan Barbershop Software Sales, Revenue, Price and Gross Margin (2017-2022) Table India Barbershop Software Sales, Revenue, Price and Gross Margin (2017-2022) Table Southeast Asia Barbershop Software Sales, Revenue, Price and Gross Margin (2017-2022) Table Latin America Barbershop Software Sales, Revenue, Price and Gross Margin (2017-2022) Table Middle East and Africa Barbershop Software Sales, Revenue, Price and Gross Margin (2017-2022) Table Global Barbershop Software Sales by Type (2017-2022) Table Global Barbershop Software Sales Market Share by Type (2017-2022) Figure Global Barbershop Software Sales Market Share by Type in 2022 Table Global Barbershop Software Revenue by Type (2017-2022) Table Global Barbershop Software Revenue Market Share by Type (2017-2022) Figure Global Barbershop Software Revenue Market Share by Type in 2022 Table Barbershop Software Price by Type (2017-2022) Figure Global Barbershop Software Sales Growth Rate of Cloud-based (2017-2022) Figure Global Barbershop Software Sales Growth Rate of On-premises (2017-2022) Table Global Barbershop Software Consumption by Application (2017-2022) Table Global Barbershop Software Consumption Market Share by Application (2017-2022) Table Global Barbershop Software Consumption of Small and Medium Enterprises (SMEs) (2017-2022) Table Global Barbershop Software Consumption of Large Enterprises (2017-2022) Figure Global Barbershop Software Sales and Growth Rate Forecast (2022-2029) Figure Global Barbershop Software Revenue and Growth Rate Forecast (2022-2029) Figure Global Barbershop Software Price and Trend Forecast (2022-2029) Figure USA Barbershop Software Market Sales and Growth Rate Forecast Analysis (2022-2029) Figure USA Barbershop Software Market Revenue and Growth Rate Forecast Analysis (2022-2029) Figure Europe Barbershop Software Market Sales and Growth Rate Forecast Analysis (2022-2029) Figure Europe Barbershop Software Market Revenue and Growth Rate Forecast Analysis (2022-2029) Figure China Barbershop Software Market Sales and Growth Rate Forecast Analysis (2022-2029) Figure China Barbershop Software Market Revenue and Growth Rate Forecast Analysis (2022-2029) Figure Japan Barbershop Software Market Sales and Growth Rate Forecast Analysis (2022-2029) Figure Japan Barbershop Software Market Revenue and Growth Rate Forecast Analysis (2022-2029) Figure India Barbershop Software Market Sales and Growth Rate Forecast Analysis (2022-2029) Figure India Barbershop Software Market Revenue and Growth Rate Forecast Analysis (2022-2029) Figure Southeast Asia Barbershop Software Market Sales and Growth Rate Forecast Analysis (2022-2029) Figure Southeast Asia Barbershop Software Market Revenue and Growth Rate Forecast Analysis (2022-2029) Figure Latin America Barbershop Software Market Sales and Growth Rate Forecast Analysis (2022-2029) Figure Latin America Barbershop Software Market Revenue and Growth Rate Forecast Analysis (2022-2029) Figure Middle East and Africa Barbershop Software Market Sales and Growth Rate Forecast Analysis (2022-2029) Figure Middle East and Africa Barbershop Software Market Revenue and Growth Rate Forecast Analysis (2022-2029) Table Global Barbershop Software Market Sales Forecast, by Type Table Global Barbershop Software Sales Volume Market Share Forecast, by Type Table Global Barbershop Software Market Revenue Forecast, by Type Table Global Barbershop Software Revenue Market Share Forecast, by Type Table Global Barbershop Software Price Forecast, by Type Table Global Barbershop Software Market Consumption Forecast, by Application Table Global Barbershop Software Consumption Volume Market Share Forecast, by Application Table Global Barbershop Software Market Revenue Forecast, by Application Table Global Barbershop Software Revenue Market Share Forecast, by Application Table Global Barbershop Software Price Forecast, by Application