Research Article
Comparing Sequential with Combined Spatiotemporal Clustering of Passenger Trips in the Public Transit Network Using Smart Card Data
Table 5
Average of the spatial and temporal similarity values in the groups.
| Wed | Mean Spatial similarity | Mean Temporal similarity | Average of mean of spatial and temporal similarity values | No. groups |
| Spatial | 0.29 | 0.09 | 0.19 | 16 |
| Temporal | 0.013 | 0.16 | 0.09 | 8 |
| S-T | 0.29 | 0.16 | 0.23 | 64 |
| T-S | 0.26 | 0.19 | 0.23 | 64 |
| ST | 0.34 | 0.20 | 0.27 | 32 |
| Thu | | | | |
| Spatial | 0.27 | 0.07 | 0.17 | 16 |
| Temporal | 0.008 | 0.15 | 0.08 | 8 |
| S-T | 0.28 | 0.14 | 0.21 | 64 |
| T-S | 0.21 | 0.16 | 0.18 | 64 |
| ST | 0.31 | 0.18 | 0.25 | 32 |
| Fri | | | | |
| Spatial | 0.24 | 0.07 | 0.17 | 16 |
| Temporal | 0.009 | 0.15 | 0.12 | 8 |
| S-T | 0.25 | 0.15 | 0.2 | 64 |
| T-S | 0.21 | 0.17 | 0.19 | 64 |
| ST | 0.31 | 0.17 | 0.24 | 32 |
| Sat | | | | |
| Spatial | 0.18 | 0.04 | 0.11 | 16 |
| Temporal | 0.006 | 0.12 | 0.07 | 8 |
| S-T | 0.19 | 0.1 | 0.15 | 64 |
| T-S | 0.16 | 0.12 | 0.14 | 64 |
| ST | 0.20 | 0.11 | 0.16 | 32 |
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