Crop Recommendation System Using Soil and Weather Data

A machine learning system that makes crop recommendations based on soil and weather data.

Dataset

Source: Kaggle Crop Recommendation Dataset

This dataset was build by augmenting datasets of rainfall, climate and fertilizer data available for India. Gathered over the period by ICFA, India.

Data Fields

• N - ratio of Nitrogen content in soil
• P - ratio of Phosphorous content in soil
• K - ratio of Potassium content in soil
• temperature - temperature in degree Celsius
• humidity - relative humidity in %
• ph - ph value of the soil rainfall - rainfall in mm

ML Models

• SGD Classifier
• K-Nearest-Neighbors
• Decision Tree

Contributors 👨‍💻

• Mohammed Gaiban Khan
• Manjunath Kallatti