Table 4 Descriptive Statistics of Variables in Dataset (n = 506409).
Continuous Variables | |||||
|---|---|---|---|---|---|
Variables | Min | Mean | Median | Max | SD |
Time of day (hrs), \({{Hour}}_{i}\) | 6.00 | 13.78 | 12.00 | 23.00 | 3.41 |
Sunlight duration, \({{Sundur}}_{i}\) | 9.34 | 11.51 | 11.03 | 14.96 | 1.91 |
Categorical Variables | |||||
|---|---|---|---|---|---|
Variables | N | Frequency | Accumulated frequency | ||
Switching [0] | 481963 | 95.17% | 95.17% | ||
Switching [1] | 24446 | 4.83% | 100.00% | ||
Holiday [0] | 485362 | 95.84% | 95.84% | ||
Holiday [1] | 21047 | 4.16% | 100.00% | ||
Rainy or snowy [0] | 341904 | 67.52% | 67.52% | ||
Rainy or snowy [1] | 164505 | 32.48% | 100.00% | ||
Day of week [Mon] | 68970 | 13.62% | 13.62% | ||
Day of week [Tue] | 72296 | 14.28% | 27.90% | ||
Day of week [Wed] | 76130 | 15.03% | 42.93% | ||
Day of week [Thur] | 76126 | 15.03% | 57.96% | ||
Day of week [Fri] | 73152 | 14.45% | 72.41% | ||
Day of week [Sat] | 69806 | 13.78% | 86.19% | ||
Day of week [Sun] | 69929 | 13.81% | 100.00% | ||
Month of year [Jul] | 61932 | 12.23% | 12.23% | ||
Month of year [Aug] | 75475 | 14.90% | 27.13% | ||
Month of year [Sep] | 72829 | 14.38% | 41.52% | ||
Month of year [Octo] | 79065 | 15.61% | 57.13% | ||
Month of year [Nov] | 98666 | 19.48% | 76.61% | ||
Month of year [Dec] | 118442 | 23.39% | 100.00% | ||
