Data Analysis in Agricultural Extension

Category	Tool	Type	Use in Agricultural Extension
📊 Data Analysis & Statistics	R	Statistical Software	Survey analysis, adoption studies
	Python	Programming Language	Data analytics, ML models
	SPSS	Statistical Tool	Social science data analysis
	SAS	Statistical Tool	Program evaluation
	Excel	Spreadsheet Tool	Data entry & basic analysis
📋 Survey & Data Collection	ODK	Survey Tool	Field data collection
	KoboToolbox	Survey Platform	Extension surveys
	Google Forms	Online Tool	Farmer feedback collection
	SurveyCTO	Survey Tool	Data collection & monitoring
📡 Communication Platforms	WhatsApp	Mobile App	Farmer advisory services
	YouTube	Video Platform	Training & awareness
	mKisan	Govt Platform	SMS advisory
	Kisan Call Center	Helpline	Farmer support
🌍 GIS & Mapping	ArcGIS	GIS Tool	Area mapping
	QGIS	GIS Tool	Village-level analysis
	Google Earth Engine	Cloud GIS	Large-scale data analysis
📊 Visualization & Reporting	Tableau	BI Tool	Extension dashboards
	Power BI	BI Tool	Data visualization
	Google Data Studio	Reporting Tool	Report generation