Table 4.
Profile information of dataset used for depressive disorder analysis. Min Value and Max Value are the Minimum and Maximum values in the dataset. Std. Dev is the standard deviation.
| Attribute | Type | Unit | Min Value | Max Value | Mean | Std. Dev |
|---|---|---|---|---|---|---|
| Season | Nominal | - | - | - | - | - |
| Temperature | Numeric | C | −8.2 | 31.6 | 12.748 | 10.551 |
| Atmospheric Pressure | Numeric | hPa | 998.1 | 1034.1 | 1016.88 | 8.083 |
| Humidity | Numeric | % | 32 | 99 | 64.621 | 15.665 |
| Visibility | Numeric | km | 1.8 | 20 | 12.82 | 5.071 |
| Wind Speed | Numeric | km/h | 1.9 | 15.2 | 6.481 | 2.488 |
| Rain | Nominal | - | - | - | - | - |
| Snow | Nominal | - | - | - | - | - |
| Storm | Nominal | - | - | - | - | - |
| Fog | Nominal | - | - | - | - | - |
| Ozone | Numeric | ppm | 0.006 | 0.044 | 0.027 | 0.012 |
| Carbon Monoxide | Numeric | ppm | 0.48 | 0.82 | 0.64 | 0.098 |
| Nitrogen dioxide | Numeric | ppm | 0.02 | 0.043 | 0.033 | 0.007 |
| Depression Severity | Nominal | - | - | - | - | - |