A synthetic dataset of 1000 farm records is generated by combining soil type, rainfall, fertilizer usage, and crop type. Each factor contributes to yield in quintals per acre using weighted rules.

The model learns typical yields for different combinations and then estimates your expected yield range, along with **practical suggestions** to improve productivity.