Smart Crop Recommendation (NPK & Soil Analysis)
Catalog Summary
"Standard precision agriculture dataset using N, P, K, pH, Temperature, and Humidity to recommend the ideal crop type."
Catalog Notes
Dataset Overview
This dataset is essential for Precision Agriculture. It helps in building recommendation systems that suggest the best crop to grow based on soil chemical composition and environmental factors.
Parameters (Features)
- N, P, K: Ratio of Nitrogen, Phosphorus, Potassium in soil.
- Temperature & Humidity: Environmental readings.
- pH: Soil acidity level.
- Rainfall: Water availability in mm.
- Label: The recommended crop (e.g., Rice, Maize, Coffee).
Data Preview
| Crop | N | P | K | Moisture | pH |
|---|---|---|---|---|---|
| Rice | 90 | 42 | 43 | 20.8 | 6.5 |
| Maize | 85 | 58 | 41 | 28.2 | 7.0 |
| Coffee | 104 | 18 | 30 | 23.6 | 6.7 |
Showing first few rows for preview
Cite This Catalog Record
IoTDataset.com (2026). Smart Crop Recommendation (NPK & Soil Analysis) — catalog record. [Dataset]. IoTDataset.com. https://iotdataset.com/data/smart-farming-soil-nutrient-dataset
The publisher's preferred dataset citation is not recorded. The text above cites this IoTDataset.com catalog record, not the underlying dataset.
Catalog publisher: IoTDataset.com (2026)
Indexed by IoTDataset.com on Jan 12, 2026
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