Table 2 Analysis of descriptive features in the soil type and weather dataset.
Feature | Non-Null Count | Data type | Description |
|---|---|---|---|
N | 2,200 | int64 | Contains the Nitrogen. |
P | 2,200 | int64 | Contains the Phosphorous |
K | 2,200 | int64 | Contains the Potassium |
Temperature | 2,200 | float64 | The average soil temperature for biological activity ranges from 50 to 75F. |
Humidity | 2,200 | float64 | the total amount of water, including the steam in an unsaturated soil. |
pH | 2,200 | float64 | The pH range 5.5 to 6.5 is best for plant growth as the availability of nutrients is ideal. |
Rainfall | 2,200 | float64 | A well-balanced rain and proper irrigation can lead to faster-growing plants. |
Label | 2,200 | object | Contains different crop names |
