Table of Content 1 Report Overview 1.1 Study Scope 1.2 Key Market Segments 1.3 Regulatory Scenario by Region/Country 1.4 Market Investment Scenario Strategic 1.5 Market Analysis by Type 1.5.1 Global Automotive Humidity Sensor Market Share by Type (2020-2026) 1.5.2 Ceramic 1.5.3 Metal 1.5.4 Composite Materials 1.6 Market by Application 1.6.1 Global Automotive Humidity Sensor Market Share by Application (2020-2026) 1.6.2 Powertrain 1.6.3 Body Electronics 1.6.4 Alternative Fuel Vehicle 2. Global Market Growth Trends 2.1 Industry Trends 2.1.1 SWOT Analysis 2.1.2 Porter’s Five Forces Analysis 2.2 Potential Market and Growth Potential Analysis 2.3 Industry News and Policies by Regions 2.3.1 Industry News 2.3.2 Industry Policies 3 Value Chain of Automotive Humidity Sensor Market 3.1 Value Chain Status 3.2 Automotive Humidity Sensor Manufacturing Cost Structure Analysis 3.2.1 Production Process Analysis 3.2.2 Manufacturing Cost Structure of Automotive Humidity Sensor 3.2.3 Labor Cost of Automotive Humidity Sensor 3.3 Sales and Marketing Model Analysis 3.4 Downstream Major Customer Analysis (by Region) 4 Players Profiles 4.1 ALPS 4.1.1 ALPS Basic Information 4.1.2 Automotive Humidity Sensor Product Profiles, Application and Specification 4.1.3 ALPS Automotive Humidity Sensor Market Performance (2015-2020) 4.1.4 ALPS Business Overview 4.2 Sensirion AG 4.2.1 Sensirion AG Basic Information 4.2.2 Automotive Humidity Sensor Product Profiles, Application and Specification 4.2.3 Sensirion AG Automotive Humidity Sensor Market Performance (2015-2020) 4.2.4 Sensirion AG Business Overview 4.3 Silicon Labs 4.3.1 Silicon Labs Basic Information 4.3.2 Automotive Humidity Sensor Product Profiles, Application and Specification 4.3.3 Silicon Labs Automotive Humidity Sensor Market Performance (2015-2020) 4.3.4 Silicon Labs Business Overview 4.4 NXP Semiconductors 4.4.1 NXP Semiconductors Basic Information 4.4.2 Automotive Humidity Sensor Product Profiles, Application and Specification 4.4.3 NXP Semiconductors Automotive Humidity Sensor Market Performance (2015-2020) 4.4.4 NXP Semiconductors Business Overview 4.5 Honeywell International Inc 4.5.1 Honeywell International Inc Basic Information 4.5.2 Automotive Humidity Sensor Product Profiles, Application and Specification 4.5.3 Honeywell International Inc Automotive Humidity Sensor Market Performance (2015-2020) 4.5.4 Honeywell International Inc Business Overview 4.6 Texas Instruments (TI) 4.6.1 Texas Instruments (TI) Basic Information 4.6.2 Automotive Humidity Sensor Product Profiles, Application and Specification 4.6.3 Texas Instruments (TI) Automotive Humidity Sensor Market Performance (2015-2020) 4.6.4 Texas Instruments (TI) Business Overview 4.7 Robert Bosch GMBH 4.7.1 Robert Bosch GMBH Basic Information 4.7.2 Automotive Humidity Sensor Product Profiles, Application and Specification 4.7.3 Robert Bosch GMBH Automotive Humidity Sensor Market Performance (2015-2020) 4.7.4 Robert Bosch GMBH Business Overview 4.8 Stmicroelectronics 4.8.1 Stmicroelectronics Basic Information 4.8.2 Automotive Humidity Sensor Product Profiles, Application and Specification 4.8.3 Stmicroelectronics Automotive Humidity Sensor Market Performance (2015-2020) 4.8.4 Stmicroelectronics Business Overview 4.9 TDK 4.9.1 TDK Basic Information 4.9.2 Automotive Humidity Sensor Product Profiles, Application and Specification 4.9.3 TDK Automotive Humidity Sensor Market Performance (2015-2020) 4.9.4 TDK Business Overview 4.10 Melexis NV 4.10.1 Melexis NV Basic Information 4.10.2 Automotive Humidity Sensor Product Profiles, Application and Specification 4.10.3 Melexis NV Automotive Humidity Sensor Market Performance (2015-2020) 4.10.4 Melexis NV Business Overview 4.11 Delphi Automotive Plc 4.11.1 Delphi Automotive Plc Basic Information 4.11.2 Automotive Humidity Sensor Product Profiles, Application and Specification 4.11.3 Delphi Automotive Plc Automotive Humidity Sensor Market Performance (2015-2020) 4.11.4 Delphi Automotive Plc Business Overview 4.12 Measurement Specialities Inc. 4.12.1 Measurement Specialities Inc. Basic Information 4.12.2 Automotive Humidity Sensor Product Profiles, Application and Specification 4.12.3 Measurement Specialities Inc. Automotive Humidity Sensor Market Performance (2015-2020) 4.12.4 Measurement Specialities Inc. Business Overview 4.13 Analog Devices, Inc. 4.13.1 Analog Devices, Inc. Basic Information 4.13.2 Automotive Humidity Sensor Product Profiles, Application and Specification 4.13.3 Analog Devices, Inc. Automotive Humidity Sensor Market Performance (2015-2020) 4.13.4 Analog Devices, Inc. Business Overview 4.14 Sensata Technologies, Inc 4.14.1 Sensata Technologies, Inc Basic Information 4.14.2 Automotive Humidity Sensor Product Profiles, Application and Specification 4.14.3 Sensata Technologies, Inc Automotive Humidity Sensor Market Performance (2015-2020) 4.14.4 Sensata Technologies, Inc Business Overview 5 Global Automotive Humidity Sensor Market Analysis by Regions 5.1 Global Automotive Humidity Sensor Sales, Revenue and Market Share by Regions 5.1.1 Global Automotive Humidity Sensor Sales by Regions (2015-2020) 5.1.2 Global Automotive Humidity Sensor Revenue by Regions (2015-2020) 5.2 North America Automotive Humidity Sensor Sales and Growth Rate (2015-2020) 5.3 Europe Automotive Humidity Sensor Sales and Growth Rate (2015-2020) 5.4 Asia-Pacific Automotive Humidity Sensor Sales and Growth Rate (2015-2020) 5.5 Middle East and Africa Automotive Humidity Sensor Sales and Growth Rate (2015-2020) 5.6 South America Automotive Humidity Sensor Sales and Growth Rate (2015-2020) 6 North America Automotive Humidity Sensor Market Analysis by Countries 6.1 North America Automotive Humidity Sensor Sales, Revenue and Market Share by Countries 6.1.1 North America Automotive Humidity Sensor Sales by Countries (2015-2020) 6.1.2 North America Automotive Humidity Sensor Revenue by Countries (2015-2020) 6.2 United States Automotive Humidity Sensor Sales and Growth Rate (2015-2020) 6.3 Canada Automotive Humidity Sensor Sales and Growth Rate (2015-2020) 6.4 Mexico Automotive Humidity Sensor Sales and Growth Rate (2015-2020) 7 Europe Automotive Humidity Sensor Market Analysis by Countries 7.1 Europe Automotive Humidity Sensor Sales, Revenue and Market Share by Countries 7.1.1 Europe Automotive Humidity Sensor Sales by Countries (2015-2020) 7.1.2 Europe Automotive Humidity Sensor Revenue by Countries (2015-2020) 7.2 Germany Automotive Humidity Sensor Sales and Growth Rate (2015-2020) 7.3 UK Automotive Humidity Sensor Sales and Growth Rate (2015-2020) 7.4 France Automotive Humidity Sensor Sales and Growth Rate (2015-2020) 7.5 Italy Automotive Humidity Sensor Sales and Growth Rate (2015-2020) 7.6 Spain Automotive Humidity Sensor Sales and Growth Rate (2015-2020) 7.7 Russia Automotive Humidity Sensor Sales and Growth Rate (2015-2020) 8 Asia-Pacific Automotive Humidity Sensor Market Analysis by Countries 8.1 Asia-Pacific Automotive Humidity Sensor Sales, Revenue and Market Share by Countries 8.1.1 Asia-Pacific Automotive Humidity Sensor Sales by Countries (2015-2020) 8.1.2 Asia-Pacific Automotive Humidity Sensor Revenue by Countries (2015-2020) 8.2 China Automotive Humidity Sensor Sales and Growth Rate (2015-2020) 8.3 Japan Automotive Humidity Sensor Sales and Growth Rate (2015-2020) 8.4 South Korea Automotive Humidity Sensor Sales and Growth Rate (2015-2020) 8.5 Australia Automotive Humidity Sensor Sales and Growth Rate (2015-2020) 8.6 India Automotive Humidity Sensor Sales and Growth Rate (2015-2020) 8.7 Southeast Asia Automotive Humidity Sensor Sales and Growth Rate (2015-2020) 9 Middle East and Africa Automotive Humidity Sensor Market Analysis by Countries 9.1 Middle East and Africa Automotive Humidity Sensor Sales, Revenue and Market Share by Countries 9.1.1 Middle East and Africa Automotive Humidity Sensor Sales by Countries (2015-2020) 9.1.2 Middle East and Africa Automotive Humidity Sensor Revenue by Countries (2015-2020) 9.2 Saudi Arabia Automotive Humidity Sensor Sales and Growth Rate (2015-2020) 9.3 UAE Automotive Humidity Sensor Sales and Growth Rate (2015-2020) 9.4 Egypt Automotive Humidity Sensor Sales and Growth Rate (2015-2020) 9.5 Nigeria Automotive Humidity Sensor Sales and Growth Rate (2015-2020) 9.6 South Africa Automotive Humidity Sensor Sales and Growth Rate (2015-2020) 10 South America Automotive Humidity Sensor Market Analysis by Countries 10.1 South America Automotive Humidity Sensor Sales, Revenue and Market Share by Countries 10.1.1 South America Automotive Humidity Sensor Sales by Countries (2015-2020) 10.1.2 South America Automotive Humidity Sensor Revenue by Countries (2015-2020) 10.2 Brazil Automotive Humidity Sensor Sales and Growth Rate (2015-2020) 10.3 Argentina Automotive Humidity Sensor Sales and Growth Rate (2015-2020) 10.4 Columbia Automotive Humidity Sensor Sales and Growth Rate (2015-2020) 10.5 Chile Automotive Humidity Sensor Sales and Growth Rate (2015-2020) 11 Global Automotive Humidity Sensor Market Segment by Types 11.1 Global Automotive Humidity Sensor Sales, Revenue and Market Share by Types (2015-2020) 11.1.1 Global Automotive Humidity Sensor Sales and Market Share by Types (2015-2020) 11.1.2 Global Automotive Humidity Sensor Revenue and Market Share by Types (2015-2020) 11.2 Ceramic Sales and Price (2015-2020) 11.3 Metal Sales and Price (2015-2020) 11.4 Composite Materials Sales and Price (2015-2020) 12 Global Automotive Humidity Sensor Market Segment by Applications 12.1 Global Automotive Humidity Sensor Sales, Revenue and Market Share by Applications (2015-2020) 12.1.1 Global Automotive Humidity Sensor Sales and Market Share by Applications (2015-2020) 12.1.2 Global Automotive Humidity Sensor Revenue and Market Share by Applications (2015-2020) 12.2 Powertrain Sales, Revenue and Growth Rate (2015-2020) 12.3 Body Electronics Sales, Revenue and Growth Rate (2015-2020) 12.4 Alternative Fuel Vehicle Sales, Revenue and Growth Rate (2015-2020) 13 Automotive Humidity Sensor Market Forecast by Regions (2020-2026) 13.1 Global Automotive Humidity Sensor Sales, Revenue and Growth Rate (2020-2026) 13.2 Automotive Humidity Sensor Market Forecast by Regions (2020-2026) 13.2.1 North America Automotive Humidity Sensor Market Forecast (2020-2026) 13.2.2 Europe Automotive Humidity Sensor Market Forecast (2020-2026) 13.2.3 Asia-Pacific Automotive Humidity Sensor Market Forecast (2020-2026) 13.2.4 Middle East and Africa Automotive Humidity Sensor Market Forecast (2020-2026) 13.2.5 South America Automotive Humidity Sensor Market Forecast (2020-2026) 13.3 Automotive Humidity Sensor Market Forecast by Types (2020-2026) 13.4 Automotive Humidity Sensor Market Forecast by Applications (2020-2026) 14 Appendix 14.1 Methodology 14.2 Research Data Source

List of Tables and Figures Table Global Automotive Humidity Sensor Market Size Growth Rate by Type (2020-2026) Figure Global Automotive Humidity Sensor Market Share by Type in 2019 & 2026 Figure Ceramic Features Figure Metal Features Figure Composite Materials Features Table Global Automotive Humidity Sensor Market Size Growth by Application (2020-2026) Figure Global Automotive Humidity Sensor Market Share by Application in 2019 & 2026 Figure Powertrain Description Figure Body Electronics Description Figure Alternative Fuel Vehicle Description Table SWOT Analysis Figure Porter's Five Forces Analysis Figure Global Automotive Humidity Sensor Market Size and Growth Rate 2015-2026 Table Industry News Table Industry Policies Figure Value Chain Status of Automotive Humidity Sensor Figure Production Process of Automotive Humidity Sensor Figure Manufacturing Cost Structure of Automotive Humidity Sensor Figure Major Company Analysis (by Business Distribution Base, by Product Type) Table Downstream Major Customer Analysis (by Region) Table ALPS Profile Table ALPS Production, Value, Price, Gross Margin 2015-2020 Table Sensirion AG Profile Table Sensirion AG Production, Value, Price, Gross Margin 2015-2020 Table Silicon Labs Profile Table Silicon Labs Production, Value, Price, Gross Margin 2015-2020 Table NXP Semiconductors Profile Table NXP Semiconductors Production, Value, Price, Gross Margin 2015-2020 Table Honeywell International Inc Profile Table Honeywell International Inc Production, Value, Price, Gross Margin 2015-2020 Table Texas Instruments (TI) Profile Table Texas Instruments (TI) Production, Value, Price, Gross Margin 2015-2020 Table Robert Bosch GMBH Profile Table Robert Bosch GMBH Production, Value, Price, Gross Margin 2015-2020 Table Stmicroelectronics Profile Table Stmicroelectronics Production, Value, Price, Gross Margin 2015-2020 Table TDK Profile Table TDK Production, Value, Price, Gross Margin 2015-2020 Table Melexis NV Profile Table Melexis NV Production, Value, Price, Gross Margin 2015-2020 Table Delphi Automotive Plc Profile Table Delphi Automotive Plc Production, Value, Price, Gross Margin 2015-2020 Table Measurement Specialities Inc. Profile Table Measurement Specialities Inc. Production, Value, Price, Gross Margin 2015-2020 Table Analog Devices, Inc. Profile Table Analog Devices, Inc. Production, Value, Price, Gross Margin 2015-2020 Table Sensata Technologies, Inc Profile Table Sensata Technologies, Inc Production, Value, Price, Gross Margin 2015-2020 Figure Global Automotive Humidity Sensor Sales and Growth Rate (2015-2020) Figure Global Automotive Humidity Sensor Revenue ($) and Growth (2015-2020) Table Global Automotive Humidity Sensor Sales by Regions (2015-2020) Table Global Automotive Humidity Sensor Sales Market Share by Regions (2015-2020) Table Global Automotive Humidity Sensor Revenue ($) by Regions (2015-2020) Table Global Automotive Humidity Sensor Revenue Market Share by Regions (2015-2020) Table Global Automotive Humidity Sensor Revenue Market Share by Regions in 2015 Table Global Automotive Humidity Sensor Revenue Market Share by Regions in 2019 Figure North America Automotive Humidity Sensor Sales and Growth Rate (2015-2020) Figure Europe Automotive Humidity Sensor Sales and Growth Rate (2015-2020) Figure Asia-Pacific Automotive Humidity Sensor Sales and Growth Rate (2015-2020) Figure Middle East and Africa Automotive Humidity Sensor Sales and Growth Rate (2015-2020) Figure South America Automotive Humidity Sensor Sales and Growth Rate (2015-2020) Figure North America Automotive Humidity Sensor Revenue ($) and Growth (2015-2020) Table North America Automotive Humidity Sensor Sales by Countries (2015-2020) Table North America Automotive Humidity Sensor Sales Market Share by Countries (2015-2020) Figure North America Automotive Humidity Sensor Sales Market Share by Countries in 2015 Figure North America Automotive Humidity Sensor Sales Market Share by Countries in 2019 Table North America Automotive Humidity Sensor Revenue ($) by Countries (2015-2020) Table North America Automotive Humidity Sensor Revenue Market Share by Countries (2015-2020) Figure North America Automotive Humidity Sensor Revenue Market Share by Countries in 2015 Figure North America Automotive Humidity Sensor Revenue Market Share by Countries in 2019 Figure United States Automotive Humidity Sensor Sales and Growth Rate (2015-2020) Figure Canada Automotive Humidity Sensor Sales and Growth Rate (2015-2020) Figure Mexico Automotive Humidity Sensor Sales and Growth (2015-2020) Figure Europe Automotive Humidity Sensor Revenue ($) Growth (2015-2020) Table Europe Automotive Humidity Sensor Sales by Countries (2015-2020) Table Europe Automotive Humidity Sensor Sales Market Share by Countries (2015-2020) Figure Europe Automotive Humidity Sensor Sales Market Share by Countries in 2015 Figure Europe Automotive Humidity Sensor Sales Market Share by Countries in 2019 Table Europe Automotive Humidity Sensor Revenue ($) by Countries (2015-2020) Table Europe Automotive Humidity Sensor Revenue Market Share by Countries (2015-2020) Figure Europe Automotive Humidity Sensor Revenue Market Share by Countries in 2015 Figure Europe Automotive Humidity Sensor Revenue Market Share by Countries in 2019 Figure Germany Automotive Humidity Sensor Sales and Growth Rate (2015-2020) Figure UK Automotive Humidity Sensor Sales and Growth Rate (2015-2020) Figure France Automotive Humidity Sensor Sales and Growth Rate (2015-2020) Figure Italy Automotive Humidity Sensor Sales and Growth Rate (2015-2020) Figure Spain Automotive Humidity Sensor Sales and Growth Rate (2015-2020) Figure Russia Automotive Humidity Sensor Sales and Growth Rate (2015-2020) Figure Asia-Pacific Automotive Humidity Sensor Revenue ($) and Growth (2015-2020) Table Asia-Pacific Automotive Humidity Sensor Sales by Countries (2015-2020) Table Asia-Pacific Automotive Humidity Sensor Sales Market Share by Countries (2015-2020) Figure Asia-Pacific Automotive Humidity Sensor Sales Market Share by Countries in 2015 Figure Asia-Pacific Automotive Humidity Sensor Sales Market Share by Countries in 2019 Table Asia-Pacific Automotive Humidity Sensor Revenue ($) by Countries (2015-2020) Table Asia-Pacific Automotive Humidity Sensor Revenue Market Share by Countries (2015-2020) Figure Asia-Pacific Automotive Humidity Sensor Revenue Market Share by Countries in 2015 Figure Asia-Pacific Automotive Humidity Sensor Revenue Market Share by Countries in 2019 Figure China Automotive Humidity Sensor Sales and Growth Rate (2015-2020) Figure Japan Automotive Humidity Sensor Sales and Growth Rate (2015-2020) Figure South Korea Automotive Humidity Sensor Sales and Growth Rate (2015-2020) Figure Australia Automotive Humidity Sensor Sales and Growth Rate (2015-2020) Figure India Automotive Humidity Sensor Sales and Growth Rate (2015-2020) Figure Southeast Asia Automotive Humidity Sensor Sales and Growth Rate (2015-2020) Figure Middle East and Africa Automotive Humidity Sensor Revenue ($) and Growth (2015-2020) Table Middle East and Africa Automotive Humidity Sensor Sales by Countries (2015-2020) Table Middle East and Africa Automotive Humidity Sensor Sales Market Share by Countries (2015-2020) Table Middle East and Africa Automotive Humidity Sensor Revenue ($) by Countries (2015-2020) Table Middle East and Africa Automotive Humidity Sensor Revenue Market Share by Countries (2015-2020) Figure Middle East and Africa Automotive Humidity Sensor Revenue Market Share by Countries in 2015 Figure Middle East and Africa Automotive Humidity Sensor Revenue Market Share by Countries in 2019 Figure Saudi Arabia Automotive Humidity Sensor Sales and Growth Rate (2015-2020) Figure UAE Automotive Humidity Sensor Sales and Growth Rate (2015-2020) Figure Egypt Automotive Humidity Sensor Sales and Growth Rate (2015-2020) Figure Nigeria Automotive Humidity Sensor Sales and Growth Rate (2015-2020) Figure South Africa Automotive Humidity Sensor Sales and Growth Rate (2015-2020) Figure South America Automotive Humidity Sensor Revenue ($) and Growth (2015-2020) Table South America Automotive Humidity Sensor Sales by Countries (2015-2020) Table South America Automotive Humidity Sensor Sales Market Share by Countries (2015-2020) Table South America Automotive Humidity Sensor Revenue ($) by Countries (2015-2020) Table South America Automotive Humidity Sensor Revenue Market Share by Countries (2015-2020) Figure South America Automotive Humidity Sensor Revenue Market Share by Countries in 2015 Figure South America Automotive Humidity Sensor Revenue Market Share by Countries in 2019 Figure Brazil Automotive Humidity Sensor Sales and Growth Rate (2015-2020) Figure Argentina Automotive Humidity Sensor Sales and Growth Rate (2015-2020) Figure Columbia Automotive Humidity Sensor Sales and Growth Rate (2015-2020) Figure Chile Automotive Humidity Sensor Sales and Growth Rate (2015-2020) Table Global Automotive Humidity Sensor Sales by Types (2015-2020) Table Global Automotive Humidity Sensor Sales Share by Types (2015-2020) Table Global Automotive Humidity Sensor Revenue ($) by Types (2015-2020) Table Global Automotive Humidity Sensor Revenue Share by Types (2015-2020) Figure Global Ceramic Sales and Growth Rate (2015-2020) Figure Global Ceramic Price (2015-2020) Figure Global Metal Sales and Growth Rate (2015-2020) Figure Global Metal Price (2015-2020) Figure Global Composite Materials Sales and Growth Rate (2015-2020) Figure Global Composite Materials Price (2015-2020) Table Global Automotive Humidity Sensor Sales by Applications (2015-2020) Table Global Automotive Humidity Sensor Sales Share by Applications (2015-2020) Figure Global Powertrain Sales and Growth Rate (2015-2020) Figure Global Powertrain Revenue and Growth Rate (2015-2020) Figure Global Body Electronics Sales and Growth Rate (2015-2020) Figure Global Body Electronics Revenue and Growth Rate (2015-2020) Figure Global Alternative Fuel Vehicle Sales and Growth Rate (2015-2020) Figure Global Alternative Fuel Vehicle Revenue and Growth Rate (2015-2020) Figure Global Automotive Humidity Sensor Sales and Growth Rate (2020-2026) Figure Global Automotive Humidity Sensor Revenue ($) and Growth Rate (2020-2026) Table Global Automotive Humidity Sensor Sales Forecast by Regions (2020-2026) Table Global Automotive Humidity Sensor Revenue Forecast by Regions (2020-2026) Figure North America Automotive Humidity Sensor Sales Forecast (2020-2026) Figure North America Automotive Humidity Sensor Revenue Forecast (2020-2026) Figure Europe Automotive Humidity Sensor Sales Forecast (2020-2026) Figure Europe Automotive Humidity Sensor Revenue Forecast (2020-2026) Figure Asia-Pacific Automotive Humidity Sensor Sales Forecast (2020-2026) Figure Asia-Pacific Automotive Humidity Sensor Revenue Forecast (2020-2026) Figure Middle East and Africa Automotive Humidity Sensor Sales Forecast (2020-2026) Figure Middle East and Africa Automotive Humidity Sensor Revenue Forecast (2020-2026) Figure South America Automotive Humidity Sensor Sales Forecast (2020-2026) Figure South America Automotive Humidity Sensor Revenue Forecast (2020-2026) Table Global Automotive Humidity Sensor Sales Forecast by Types (2020-2026) Table Global Automotive Humidity Sensor Sales Market Share Forecast by Types (2020-2026) Table Global Automotive Humidity Sensor Revenue Forecast by Types (2020-2026) Table Global Automotive Humidity Sensor Revenue Market Share Forecast by Types (2020-2026) Table Global Automotive Humidity Sensor Sales Forecast by Applications (2020-2026) Table Global Automotive Humidity Sensor Sales Market Share Forecast by Applications (2020-2026) Table Global Automotive Humidity Sensor Revenue Forecast by Applications (2020-2026) Table Global Automotive Humidity Sensor Revenue Market Share Forecast by Applications (2020-2026)