Abstract
"Analysis of water properties to determine if it is safe for human consumption, applicable for Smart Water Management systems."
Description
Smart Water Context
Ensuring water safety is a priority for Smart Cities. This dataset contains water quality metrics for 3276 different water bodies.
Metrics:
- pH: Acidity level (0-14).
- Hardness: Capacity to precipitate soap in mg/L.
- Solids: Total dissolved solids (ppm).
- Chloramines: Amount of Chloramines (ppm).
- Potability: 1 (Safe), 0 (Unsafe).
Data Preview
| ph | Hardness | Solids | Chloramines | Sulfate | Conductivity | Potability |
|---|---|---|---|---|---|---|
| nan | 204.89 | 20791.31 | 7.30 | 368.51 | 564.30 | 0 |
| 3.71 | 129.42 | 18630.05 | 6.63 | nan | 592.88 | 0 |
| 8.09 | 224.23 | 19909.54 | 9.27 | nan | 418.60 | 0 |
| 8.31 | 214.37 | 22018.41 | 8.05 | 356.88 | 363.26 | 0 |
| 9.09 | 181.10 | 17978.98 | 6.54 | 310.13 | 398.41 | 0 |
Showing first few rows for preview
Cite This Dataset
External (2026). Water Quality Potability (Smart City). [Dataset]. External. https://www.kaggle.com/datasets/adityakadiwal/water-potability
Source: External (2026)
Indexed by IoTDataset.com on Jan 09, 2026
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