Agriculture_dataset_karnataka contains agricultural data for Karnataka, focusing on crop yields in Mangalore. The dataset includes features such as year, geographic details, rainfall, temperature, humidity, soil type, irrigation method, crop type, yield, market price, and season. It was authored by rajesh naik and is licensed under CC-BY-4.0.
Use Cases
- Modeling crop yield based on environmental conditions like rainfall and temperature mentioned in the description
- Analyzing market price variations for different crops and seasons described in the data
- Studying the influence of irrigation methods and soil types on agricultural output
- Developing seasonal (Kharif, Rabi, Zaid) crop planning recommendations based on recorded patterns
Strengths
- Includes multiple agricultural factors: year, geography, rainfall, temperature, humidity, soil type, irrigation, crop type, yield, price, and season
- Provides detailed descriptions for crop seasons (Kharif, Rabi, Zaid) explaining their timing and examples
- License is explicitly stated as CC-BY-4.0, which is permissive for reuse
Limitations
- Column-level documentation is absent; field semantics must be inferred after download
- Row count is unknown, which may limit suitability assessment
- Last update date is unknown; freshness unverified
Provenance
- Source
- rajesh naik
- Collection Method
- null
- Time Range
- null
- Freshness
- null
- Geography
- Karnataka, specifically Mangalore