VendorID
int32
1
7
tpep_pickup_datetime
timestamp[us]date
2025-05-31 22:34:26
2025-06-30 23:59:59
tpep_dropoff_datetime
timestamp[us]date
2025-05-31 22:43:36
2025-07-01 22:36:42
passenger_count
int64
0
9
trip_distance
float64
0
261k
RatecodeID
int64
1
99
store_and_fwd_flag
large_stringclasses
2 values
PULocationID
int32
1
265
DOLocationID
int32
1
265
payment_type
int64
0
5
fare_amount
float64
-990
325k
extra
float64
-7.5
42.5
mta_tax
float64
-21.74
10.5
tip_amount
float64
-70.07
961
tolls_amount
float64
-109.06
716
improvement_surcharge
float64
-1
1
total_amount
float64
-994.25
326k
congestion_surcharge
float64
-2.5
2.5
Airport_fee
float64
-1.75
6.75
cbd_congestion_fee
float64
-0.75
1.25
1
2025-06-01T00:54:56
2025-06-01T01:16:13
1
6.9
1
N
230
42
1
30.3
4.25
0.5
7.2
0
1
43.25
2.5
0
0.75
2
2025-06-01T00:54:33
2025-06-01T00:59:28
1
0.57
1
N
230
230
1
6.5
1
0.5
2.45
0
1
14.7
2.5
0
0.75
2
2025-06-01T00:29:31
2025-06-01T00:41:28
1
3.02
1
N
141
48
1
15.6
1
0.5
4.27
0
1
25.62
2.5
0
0.75
2
2025-06-01T00:47:56
2025-06-01T00:53:55
1
0.8
1
N
230
170
1
7.9
1
0.5
2.73
0
1
16.38
2.5
0
0.75
1
2025-06-01T00:28:38
2025-06-01T01:02:44
1
17.9
2
N
132
142
2
70
5
0.5
0
0
1
76.5
2.5
1.75
0.75
2
2025-06-01T00:02:05
2025-06-01T00:09:02
1
0.56
1
N
161
230
1
7.9
1
0.5
2.73
0
1
16.38
2.5
0
0.75
2
2025-06-01T00:15:08
2025-06-01T00:29:08
1
2.79
1
N
48
263
1
15.6
1
0.5
4.27
0
1
25.62
2.5
0
0.75
2
2025-06-01T00:24:19
2025-06-01T00:35:54
1
1.64
1
N
141
230
1
12.1
1
0.5
0
0
1
17.85
2.5
0
0.75
1
2025-06-01T00:26:24
2025-06-01T01:17:36
1
16.8
1
N
61
152
1
70.9
3.5
0.5
15.15
0
1
91.05
2.5
0
0
1
2025-06-01T00:13:38
2025-06-01T00:29:54
1
3.4
1
N
249
143
1
19.1
4.25
0.5
6.2
0
1
31.05
2.5
0
0.75
1
2025-06-01T00:38:18
2025-06-01T00:46:34
4
1.7
1
N
48
246
1
10.7
4.25
0.5
3
0
1
19.45
2.5
0
0.75
1
2025-06-01T00:48:50
2025-06-01T00:58:04
2
1.8
1
N
246
249
1
10.7
4.25
0.5
0
0
1
16.45
2.5
0
0.75
2
2025-06-01T00:01:43
2025-06-01T00:26:36
1
4.16
1
N
249
145
1
24
1
0.5
5
6.94
1
41.69
2.5
0
0.75
2
2025-06-01T00:58:06
2025-06-01T01:09:39
1
2.55
1
N
4
229
1
14.2
1
0.5
3.99
0
1
23.94
2.5
0
0.75
1
2025-06-01T00:16:32
2025-06-01T00:30:40
1
2.8
1
N
162
239
1
15.6
4.25
0.5
4.25
0
1
25.6
2.5
0
0.75
1
2025-06-01T00:54:50
2025-06-01T01:01:32
1
1.3
1
N
237
141
1
8.6
4.25
0.5
0.5
0
1
14.85
2.5
0
0.75
1
2025-06-01T00:17:27
2025-06-01T00:45:59
1
18.1
2
N
132
263
1
70
4.25
0.5
20.65
6.94
1
103.34
2.5
1.75
0
1
2025-06-01T00:52:48
2025-06-01T00:55:54
1
0.7
1
N
141
262
1
5.1
3.5
0.5
2
0
1
12.1
2.5
0
0
2
2025-06-01T00:59:23
2025-06-01T01:12:34
1
2.91
1
N
230
262
1
15.6
1
0.5
4.27
0
1
25.62
2.5
0
0.75
1
2025-06-01T00:10:46
2025-06-01T00:24:09
1
11.7
1
N
138
140
1
43.6
10.25
0.5
12.45
6.94
1
74.74
2.5
1.75
0
2
2025-06-01T00:18:32
2025-06-01T00:24:20
2
0.51
1
N
114
144
1
7.2
1
0.5
2.59
0
1
15.54
2.5
0
0.75
2
2025-06-01T00:28:10
2025-06-01T00:40:42
2
3.01
1
N
144
33
1
16.3
1
0.5
2
0
1
24.05
2.5
0
0.75
2
2025-06-01T00:09:55
2025-06-01T00:10:57
1
0.01
1
N
90
90
2
3
1
0.5
0
0
1
8.75
2.5
0
0.75
7
2025-06-01T00:54:09
2025-06-01T00:54:09
1
1.35
1
N
48
246
1
9.3
0
0.5
2
0
1
17.05
2.5
0
0.75
2
2025-06-01T00:03:51
2025-06-01T00:33:54
1
17.43
2
N
132
79
1
70
0
0.5
14.95
0
1
91.45
2.5
1.75
0.75
1
2025-06-01T00:13:24
2025-06-01T00:23:28
0
2.1
1
N
249
246
1
11.4
4.25
0.5
3.4
0
1
20.55
2.5
0
0.75
1
2025-06-01T00:31:46
2025-06-01T00:42:02
0
1.3
1
N
246
246
1
10
4.25
0.5
3.15
0
1
18.9
2.5
0
0.75
2
2025-06-01T00:17:14
2025-06-01T00:21:18
1
0.85
1
N
186
90
1
6.5
1
0.5
3.06
0
1
15.31
2.5
0
0.75
1
2025-06-01T00:08:47
2025-06-01T00:41:49
1
8.3
1
N
230
97
1
40.8
4.25
0.5
5
0
1
51.55
2.5
0
0.75
2
2025-06-01T00:45:03
2025-06-01T01:00:25
1
9.21
1
N
138
237
1
35.2
6
0.5
10.43
6.94
1
64.32
2.5
1.75
0
1
2025-06-01T00:05:41
2025-06-01T00:36:29
1
8.2
1
N
113
42
1
39.4
4.25
0.5
9.05
0
1
54.2
2.5
0
0.75
1
2025-06-01T00:13:34
2025-06-01T00:36:04
1
2
1
N
164
4
1
18.4
4.25
0.5
4.85
0
1
29
2.5
0
0.75
1
2025-06-01T00:44:18
2025-06-01T00:55:05
1
2.9
1
N
79
66
1
14.2
4.25
0.5
1
0
1
20.95
2.5
0
0.75
2
2025-06-01T00:12:06
2025-06-01T00:18:38
4
1.18
1
N
164
161
1
8.6
1
0.5
2.87
0
1
17.22
2.5
0
0.75
2
2025-06-01T00:34:06
2025-06-01T00:54:12
1
4.48
1
N
249
263
1
22.6
1
0.5
5.67
0
1
34.02
2.5
0
0.75
2
2025-06-01T00:09:00
2025-06-01T00:18:04
1
1.3
1
N
237
141
1
10
1
0.5
1
0
1
16.75
2.5
0
0.75
2
2025-06-01T00:50:00
2025-06-01T00:57:14
1
1.31
1
N
246
249
1
9.3
1
0.5
0
0
1
15.05
2.5
0
0.75
2
2025-06-01T00:58:35
2025-06-01T01:03:33
1
1.4
1
N
249
246
1
7.9
1
0.5
2
0
1
15.65
2.5
0
0.75
1
2025-06-01T00:04:26
2025-06-01T00:21:13
2
1.7
1
N
90
148
1
14.2
4.25
0.5
2
0
1
21.95
2.5
0
0.75
1
2025-06-01T00:26:24
2025-06-01T00:39:54
1
3.8
1
N
79
87
1
17.7
4.25
0.5
5.85
0
1
29.3
2.5
0
0.75
1
2025-06-01T00:40:59
2025-06-01T00:57:40
1
3.2
1
N
87
186
1
16.3
4.25
0.5
4.4
0
1
26.45
2.5
0
0.75
1
2025-06-01T00:53:51
2025-06-01T01:17:29
1
5.5
1
N
231
263
1
24.7
4.25
0.5
2
0
1
32.45
2.5
0
0.75
2
2025-06-01T00:18:17
2025-06-01T00:20:59
2
0.64
1
N
238
239
1
5.1
1
0.5
2
0
1
12.1
2.5
0
0
2
2025-06-01T00:09:13
2025-06-01T00:29:05
1
2.16
1
N
148
234
1
17.7
1
0.5
0
0
1
23.45
2.5
0
0.75
2
2025-06-01T00:25:46
2025-06-01T00:36:14
1
1.2
1
N
249
79
1
10.7
1
0.5
4.11
0
1
20.56
2.5
0
0.75
2
2025-06-01T00:37:25
2025-06-01T00:50:07
1
3.85
1
N
79
263
1
17.7
1
0.5
4.69
0
1
28.14
2.5
0
0.75
1
2025-06-01T00:27:43
2025-06-01T00:35:26
1
1.7
1
N
125
100
2
10
4.25
0.5
0
0
1
15.75
2.5
0
0.75
1
2025-06-01T00:55:46
2025-06-01T01:14:00
1
5
1
N
164
75
2
23.3
4.25
0.5
0
0
1
29.05
2.5
0
0.75
1
2025-06-01T00:16:22
2025-06-01T00:36:32
1
3.5
1
N
164
239
2
21.9
4.25
0.5
0
0
1
27.65
2.5
0
0.75
1
2025-06-01T00:06:44
2025-06-01T00:11:43
1
0.6
1
N
161
161
2
6.5
4.25
0.5
0
0
1
12.25
2.5
0
0.75
1
2025-06-01T00:13:44
2025-06-01T00:18:17
1
0.7
1
N
161
230
1
5.8
4.25
0.5
2.3
0
1
13.85
2.5
0
0.75
1
2025-06-01T00:44:41
2025-06-01T00:53:56
1
1.7
1
N
161
239
1
10
4.25
0.5
3.15
0
1
18.9
2.5
0
0.75
2
2025-06-01T00:42:12
2025-06-01T00:46:15
2
0.69
1
N
163
50
1
6.5
1
0.5
2
0
1
14.25
2.5
0
0.75
1
2025-06-01T00:00:10
2025-06-01T00:06:36
1
0.6
1
N
107
234
1
7.2
4.25
0.5
2.6
0
1
15.55
2.5
0
0.75
1
2025-06-01T00:12:12
2025-06-01T00:14:26
1
0.5
1
N
164
161
1
4.4
4.25
0.5
2.05
0
1
12.2
2.5
0
0.75
1
2025-06-01T00:27:27
2025-06-01T00:49:18
1
6.4
1
N
137
97
1
28.9
4.25
0.5
6.95
0
1
41.6
2.5
0
0.75
2
2025-06-01T00:25:58
2025-06-01T00:31:15
2
0.85
1
N
48
50
1
7.2
1
0.5
2.59
0
1
15.54
2.5
0
0.75
2
2025-06-01T00:48:58
2025-06-01T00:58:57
2
2.19
1
N
48
237
1
12.8
1
0.5
3.71
0
1
22.26
2.5
0
0.75
1
2025-06-01T00:41:47
2025-06-01T01:11:49
1
0
99
N
209
102
1
37.5
0
0.5
0
0
1
39
0
0
0
1
2025-06-01T00:07:39
2025-06-01T00:15:22
2
1.1
1
N
249
90
2
8.6
4.25
0.5
0
0
1
14.35
2.5
0
0.75
1
2025-06-01T00:16:53
2025-06-01T00:42:23
2
9.1
1
N
90
243
1
38
4.25
0.5
3
0
1
46.75
2.5
0
0.75
2
2025-06-01T00:34:20
2025-06-01T00:43:23
2
1.78
1
N
170
141
1
10.7
1
0.5
3.29
0
1
19.74
2.5
0
0.75
2
2025-06-01T00:55:02
2025-06-01T01:03:15
2
1.85
1
N
137
140
1
10.7
1
0.5
3.29
0
1
19.74
2.5
0
0.75
7
2025-06-01T00:03:00
2025-06-01T00:03:00
1
1.26
1
N
162
230
1
10.7
0
0.5
3.29
0
1
19.74
2.5
0
0.75
7
2025-06-01T00:38:06
2025-06-01T00:38:06
2
6.62
1
N
48
255
1
33.1
0
0.5
7.77
0
1
46.62
2.5
0
0.75
7
2025-06-01T00:52:29
2025-06-01T00:52:29
1
0.65
1
N
148
79
1
6.5
0
0.5
2.45
0
1
14.7
2.5
0
0.75
1
2025-06-01T00:08:14
2025-06-01T00:24:00
1
1.4
1
N
249
148
1
13.5
4.25
0.5
3.85
0
1
23.1
2.5
0
0.75
1
2025-06-01T00:59:27
2025-06-01T01:08:22
1
1.6
1
N
263
239
1
10
3.5
0.5
3
0
1
18
2.5
0
0
1
2025-06-01T00:08:13
2025-06-01T00:14:12
1
0.9
1
N
234
114
1
7.2
4.25
0.5
3.25
0
1
16.2
2.5
0
0.75
1
2025-06-01T00:16:01
2025-06-01T00:38:04
1
5
1
N
114
263
1
23.3
4.25
0.5
5.8
0
1
34.85
2.5
0
0.75
1
2025-06-01T00:45:54
2025-06-01T01:07:22
1
3.1
1
N
236
68
1
21.2
4.25
0.5
5.4
0
1
32.35
2.5
0
0.75
2
2025-06-01T00:27:05
2025-06-01T00:30:15
2
0.49
1
N
164
234
2
5.1
1
0.5
0
0
1
10.85
2.5
0
0.75
2
2025-06-01T00:57:18
2025-06-01T01:02:57
1
0.44
1
N
48
48
2
6.5
1
0.5
0
0
1
12.25
2.5
0
0.75
2
2025-06-01T00:32:19
2025-06-01T00:35:53
1
1.07
1
N
237
236
1
6.5
1
0.5
2.3
0
1
13.8
2.5
0
0
2
2025-06-01T00:42:15
2025-06-01T01:14:46
1
10.21
1
N
239
138
1
44.3
6
0.5
0
0
1
55.05
2.5
0
0.75
2
2025-06-01T00:46:51
2025-06-01T00:54:18
3
1.19
1
N
113
148
2
9.3
1
0.5
0
0
1
15.05
2.5
0
0.75
2
2025-06-01T00:54:41
2025-06-01T01:05:27
3
1.35
1
N
148
125
1
11.4
1
0.5
3.43
0
1
20.58
2.5
0
0.75
2
2025-06-01T00:40:48
2025-06-01T00:42:47
2
0.39
1
N
229
229
1
4.4
1
0.5
1.02
0
1
11.17
2.5
0
0.75
2
2025-06-01T00:48:18
2025-06-01T00:51:41
1
0.45
1
N
263
140
1
5.8
1
0.5
2.16
0
1
12.96
2.5
0
0
1
2025-06-01T00:25:09
2025-06-01T00:30:27
0
0.8
1
N
144
79
1
7.2
4.25
0.5
2
0
1
14.95
2.5
0
0.75
1
2025-06-01T00:32:14
2025-06-01T00:50:57
2
3.1
1
N
79
141
1
19.8
4.25
0.5
6.35
0
1
31.9
2.5
0
0.75
1
2025-06-01T00:59:38
2025-06-01T01:05:16
1
0.7
1
N
229
141
1
7.2
4.25
0.5
2.55
0
1
15.5
2.5
0
0.75
2
2025-06-01T00:30:56
2025-06-01T00:41:20
1
1.31
1
N
114
79
1
10.7
1
0.5
3.29
0
1
19.74
2.5
0
0.75
2
2025-06-01T00:44:05
2025-06-01T01:02:27
2
3.15
1
N
79
48
1
18.4
1
0.5
4.83
0
1
28.98
2.5
0
0.75
2
2025-06-01T00:19:17
2025-06-01T00:28:15
1
1.93
1
N
211
261
2
11.4
1
0.5
0
0
1
17.15
2.5
0
0.75
2
2025-06-01T00:31:37
2025-06-01T00:40:12
1
1.21
1
N
231
87
1
10
1
0.5
1
0
1
16.75
2.5
0
0.75
1
2025-06-01T00:34:58
2025-06-01T00:42:37
1
1
1
N
48
186
1
7.9
4.25
0.5
2.75
0
1
16.4
2.5
0
0.75
2
2025-06-01T00:23:59
2025-06-01T00:31:20
1
0.71
1
N
48
230
1
7.9
1
0.5
2.73
0
1
16.38
2.5
0
0.75
2
2025-06-01T00:56:42
2025-06-01T01:01:24
1
1.63
1
N
90
246
1
8.6
1
0.5
2.87
0
1
17.22
2.5
0
0.75
2
2025-06-01T00:01:06
2025-06-01T00:06:24
2
1.53
1
N
237
75
1
8.6
1
0.5
3.4
0
1
17
2.5
0
0
2
2025-05-31T23:54:40
2025-05-31T23:57:58
1
0.46
1
N
164
186
1
5.1
1
0.5
1.15
0
1
12
2.5
0
0.75
2
2025-06-01T00:00:08
2025-06-01T00:07:45
1
0.67
1
N
186
246
1
8.6
1
0.5
2.87
0
1
17.22
2.5
0
0.75
2
2025-06-01T00:19:19
2025-06-01T00:41:00
2
3.82
1
N
234
142
1
21.9
1
0.5
5.53
0
1
33.18
2.5
0
0.75
2
2025-06-01T00:01:49
2025-06-01T00:10:49
2
1.74
1
N
90
163
1
11.4
1
0.5
2
0
1
19.15
2.5
0
0.75
2
2025-06-01T00:40:47
2025-06-01T00:49:00
1
1.33
1
N
236
75
1
9.3
1
0.5
1
0
1
15.3
2.5
0
0
1
2025-06-01T00:04:51
2025-06-01T00:28:56
1
5.2
1
N
138
92
1
28.2
7.75
0.5
0
0
1
37.45
0
1.75
0
2
2025-06-01T00:11:02
2025-06-01T00:19:22
2
0.88
1
N
114
144
1
9.3
1
0.5
3.01
0
1
18.06
2.5
0
0.75
2
2025-06-01T00:31:08
2025-06-01T00:49:27
1
4.72
1
N
144
236
1
22.6
1
0.5
5.67
0
1
34.02
2.5
0
0.75
1
2025-06-01T00:27:35
2025-06-01T00:48:45
1
2
1
N
162
48
1
18.4
4.25
0.5
4.85
0
1
29
2.5
0
0.75
1
2025-06-01T00:52:45
2025-06-01T00:56:52
1
0.7
1
N
230
163
1
5.8
4.25
0.5
2.9
0
1
14.45
2.5
0
0.75