This visualization shows the distribution of rides throughout the day, comparing 2014, before rideshare became prevalent, with 2024, when rideshares are prevalent.highlighting peak hours when traffic congestion is most likely to occur. The data reveals clear patterns of morning and evening rush hours, and differences in overall volume. This data still requires further investigation to reveal causation.
This scatter plot explores the relationship between trip distance and fare amount. The visualization helps identify outliers where fares might be disproportionately high for short distances or unusually low for long distances.
| ID | Type | Vehicle ID | Pickup Time | Dropoff Time | PU Location | DO Location | Distance | Fare | Tip |
|---|---|---|---|---|---|---|---|---|---|
| 113124 | fhvhv | HV0003 | 2024-01-17 18:23:03 | 2024-01-17 18:45:41 | 256 | 146 | 3.740 | 19.56 | 0.00 |
| 113125 | fhvhv | HV0003 | 2024-01-17 18:49:46 | 2024-01-17 19:04:46 | 257 | 25 | 3.620 | 23.22 | 0.00 |
| 113126 | fhvhv | HV0003 | 2024-01-17 18:08:08 | 2024-01-17 18:19:49 | 211 | 13 | 1.510 | 14.48 | 0.00 |
| 113127 | fhvhv | HV0005 | 2024-01-17 18:20:33 | 2024-01-17 18:29:18 | 97 | 61 | 1.710 | 16.38 | 0.00 |
| 113128 | fhvhv | HV0003 | 2024-01-17 18:51:38 | 2024-01-17 18:57:05 | 113 | 211 | 0.500 | 10.92 | 0.00 |
| 113129 | fhvhv | HV0003 | 2024-01-17 18:50:53 | 2024-01-17 19:09:49 | 260 | 193 | 2.810 | 17.73 | 0.00 |
| 113130 | fhvhv | HV0003 | 2024-01-17 18:47:20 | 2024-01-17 18:59:46 | 181 | 181 | 1.640 | 11.60 | 0.00 |
| 113131 | fhvhv | HV0003 | 2024-01-17 18:35:10 | 2024-01-17 19:04:13 | 138 | 243 | 9.740 | 34.57 | 0.00 |
| 113132 | fhvhv | HV0003 | 2024-01-17 18:11:48 | 2024-01-17 19:19:11 | 193 | 193 | 15.820 | 59.75 | 0.00 |
| 113133 | fhvhv | HV0003 | 2024-01-17 18:50:46 | 2024-01-17 19:25:27 | 241 | 213 | 6.630 | 22.01 | 0.00 |
| 113134 | fhvhv | HV0003 | 2024-01-17 18:22:04 | 2024-01-17 18:38:24 | 231 | 148 | 1.930 | 32.74 | 0.00 |
| 113135 | fhvhv | HV0003 | 2024-01-17 18:18:12 | 2024-01-17 18:35:18 | 162 | 230 | 0.930 | 54.08 | 0.00 |
| 113136 | fhvhv | HV0005 | 2024-01-17 18:01:17 | 2024-01-17 18:45:03 | 112 | 112 | 12.399 | 54.53 | 0.00 |
| 113137 | fhvhv | HV0003 | 2024-01-17 18:17:20 | 2024-01-17 18:41:17 | 234 | 68 | 1.670 | 25.62 | 0.00 |
| 113138 | fhvhv | HV0003 | 2024-01-17 18:23:10 | 2024-01-17 18:34:18 | 184 | 254 | 2.990 | 12.59 | 0.00 |
| 113139 | fhvhv | HV0003 | 2024-01-17 18:13:10 | 2024-01-17 18:23:05 | 155 | 155 | 1.740 | 11.56 | 5.00 |
| 113140 | fhvhv | HV0003 | 2024-01-17 18:35:08 | 2024-01-17 19:45:55 | 233 | 265 | 33.380 | 141.02 | 0.00 |
| 113141 | fhvhv | HV0005 | 2024-01-17 18:02:35 | 2024-01-17 18:11:50 | 161 | 164 | 1.029 | 12.76 | 3.40 |
| 113142 | fhvhv | HV0003 | 2024-01-17 18:02:14 | 2024-01-17 18:32:39 | 53 | 92 | 2.490 | 23.14 | 0.00 |
| 113143 | fhvhv | HV0003 | 2024-01-17 18:25:18 | 2024-01-17 18:35:54 | 170 | 229 | 1.470 | 13.93 | 3.00 |