Table 3.
The data quality report for the Week20_ONLY dataset.
| Count | %Miss. | Card. | Min | 1st Qrt. | Mean | Median | 3rd Qrt. | Max | Std Dev. | |
|---|---|---|---|---|---|---|---|---|---|---|
| nGB | 4764 | 0.00 | 39 | 0 | 3.00 | 8.9404 | 8.0 | 13.0 | 59.0 | 6.8574 |
| total_GB | 4764 | 0.00 | 3240 | 0 | 616.75 | 3003.7278 | 1817.0 | 4152.5 | 37044.0 | 3539.0984 |
| GBoverTime(per hour) | 4764 | 0.00 | 1603 | 0 | 684.75 | 3308.1258 | 2000.0 | 4570.0 | 43000.0 | 3899.0871 |
| accDuration | 4764 | 0.00 | 786 | 0 | 1550.00 | 1654.8328 | 1695.0 | 1860.0 | 4030.0 | 451.3060 |
| totalDuration | 4764 | 0.00 | 296 | 0 | 3130.00 | 3141.0569 | 3230.0 | 3360.0 | 9610.0 | 781.0597 |
| nLB | 4764 | 0.00 | 38 | 0 | 0.00 | 2.3573 | 1.0 | 3.0 | 60.0 | 4.1340 |
| total_LB | 4764 | 0.00 | 1161 | 0 | 0.00 | 575.6371 | 115.0 | 377.25 | 107698.0 | 2999.5273 |
| nfGB | 4764 | 0.00 | 42 | 0 | 9.00 | 14.3298 | 14.0 | 19.0 | 48.0 | 6.9648 |
| total_fGB | 4764 | 0.00 | 3388 | 0 | 1759.75 | 3462.5649 | 2813.0 | 4239.0 | 86965.0 | 3544.5789 |
| fGBoverTime(per hour) | 4764 | 0.00 | 1156 | 0 | 2040.00 | 4128.5980 | 3200.0 | 4800.0 | 176000.0 | 5998.3244 |
| fAccDuration | 4764 | 0.00 | 770 | 0 | 1460.00 | 1528.6576 | 1558.0 | 1660.0 | 3362.0 | 319.4827 |
| fTotalDuration | 4764 | 0.00 | 371 | 0 | 3100.00 | 3141.6913 | 3200.0 | 3330.0 | 7860.0 | 616.9372 |
| f_nLB | 4764 | 0.00 | 41 | 0 | 8.00 | 13.0126 | 12.0 | 18.0 | 40.0 | 7.3192 |
| total_fLB | 4764 | 0.00 | 3111 | 0 | 1184.00 | 2500.1064 | 2110.0 | 3296.25 | 45277.0 | 2084.3124 |