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
2
2025-06-01T00:08:56
2025-06-01T00:33:46
1
0
1
N
68
238
1
19.8
1
0.5
5.11
0
1
30.66
2.5
0
0.75
2
2025-06-01T00:06:50
2025-06-01T00:21:53
1
2.33
1
N
68
239
1
16.3
1
0.5
3.31
0
1
25.36
2.5
0
0.75
2
2025-06-01T00:10:28
2025-06-01T00:42:03
1
5.71
1
N
164
181
1
33.1
1
0.5
9.71
0
1
48.56
2.5
0
0.75
2
2025-06-01T00:14:45
2025-06-01T00:30:07
1
2.32
1
N
231
234
1
15.6
1
0.5
2.14
0
1
23.49
2.5
0
0.75
2
2025-06-01T00:00:23
2025-06-01T00:16:53
2
3
1
N
79
263
1
16.3
1
0.5
4.41
0
1
26.46
2.5
0
0.75
2
2025-06-01T00:35:50
2025-06-01T00:44:19
2
0.62
1
N
48
48
1
8.6
1
0.5
2.87
0
1
17.22
2.5
0
0.75
1
2025-06-01T00:33:37
2025-06-01T01:02:42
1
19.2
2
N
132
141
1
70
4.25
0.5
16.55
6.94
1
99.24
2.5
1.75
0
1
2025-06-01T00:29:34
2025-06-01T00:38:16
1
1.2
1
N
148
87
1
10
4.25
0.5
0.1
0
1
15.85
2.5
0
0.75
1
2025-06-01T00:55:42
2025-06-01T01:05:37
1
3.1
1
N
232
80
2
14.9
4.25
0.5
0
0
1
20.65
2.5
0
0.75
2
2025-06-01T00:25:18
2025-06-01T00:32:26
1
1.5
1
N
113
137
1
9.3
1
0.5
3.01
0
1
18.06
2.5
0
0.75
2
2025-06-01T00:33:12
2025-06-01T00:34:58
1
0.5
1
N
137
233
1
4.4
1
0.5
1
0
1
11.15
2.5
0
0.75
2
2025-06-01T00:53:07
2025-06-01T01:03:58
1
2.13
1
N
113
170
1
12.8
1
0.5
1
0
1
19.55
2.5
0
0.75
1
2025-06-01T00:03:15
2025-06-01T00:22:40
1
1.9
1
N
158
144
1
16.3
4.25
0.5
2
0
1
24.05
2.5
0
0.75
2
2025-06-01T00:05:47
2025-06-01T00:13:59
1
1.58
1
N
170
107
1
10.7
1
0.5
2.47
0
1
18.92
2.5
0
0.75
2
2025-06-01T00:45:38
2025-06-01T00:52:07
1
1.64
1
N
237
141
1
9.3
1
0.5
3.76
0
1
18.81
2.5
0
0.75
2
2025-06-01T00:56:13
2025-06-01T00:59:11
1
0.91
1
N
263
141
1
5.8
1
0.5
2.16
0
1
12.96
2.5
0
0
1
2025-06-01T00:31:19
2025-06-01T00:40:02
1
2.2
1
N
48
238
1
11.4
4.25
0.5
3.45
0
1
20.6
2.5
0
0.75
1
2025-06-01T00:48:15
2025-06-01T01:04:19
1
4
1
N
239
170
1
18.4
4.25
0.5
6.05
0
1
30.2
2.5
0
0.75
2
2025-06-01T00:23:31
2025-06-01T00:29:02
1
1.67
1
N
263
229
1
9.3
1
0.5
3.01
0
1
18.06
2.5
0
0.75
2
2025-06-01T00:05:27
2025-06-01T00:12:27
2
1.27
1
N
79
107
1
9.3
1
0.5
3.01
0
1
18.06
2.5
0
0.75
1
2025-06-01T00:02:13
2025-06-01T00:21:49
1
9
1
N
138
238
1
35.9
10.25
0.5
6
0
1
53.65
2.5
1.75
0
2
2025-06-01T00:04:51
2025-06-01T00:17:26
1
2.66
1
N
162
143
1
14.9
1
0.5
2
0
1
22.65
2.5
0
0.75
2
2025-06-01T00:21:09
2025-06-01T00:32:04
1
2.13
1
N
143
263
1
13.5
1
0.5
3.7
0
1
22.2
2.5
0
0
2
2025-06-01T00:34:46
2025-06-01T00:38:16
2
0.44
1
N
186
100
1
5.8
1
0.5
2.31
0
1
13.86
2.5
0
0.75
2
2025-06-01T00:39:48
2025-06-01T00:44:40
4
0.83
1
N
100
170
4
-7.2
-1
-0.5
0
0
-1
-12.95
-2.5
0
-0.75
2
2025-06-01T00:39:48
2025-06-01T00:44:40
4
0.83
1
N
100
162
4
7.2
1
0.5
0
0
1
12.95
2.5
0
0.75
2
2025-06-01T00:20:40
2025-06-01T00:46:01
1
2.87
1
N
48
158
1
24
1
0.5
3.5
0
1
33.25
2.5
0
0.75
2
2025-06-01T00:48:25
2025-06-01T00:54:06
4
0.69
1
N
158
249
1
7.2
1
0.5
3.24
0
1
16.19
2.5
0
0.75
2
2025-06-01T00:55:25
2025-06-01T01:10:48
1
2.69
1
N
249
170
1
16.3
1
0.5
4.41
0
1
26.46
2.5
0
0.75
7
2025-06-01T00:31:42
2025-06-01T00:31:42
1
0.6
1
N
186
230
4
7.9
0
0.5
0
0
1
13.65
2.5
0
0.75
7
2025-06-01T00:46:57
2025-06-01T00:46:57
1
0.76
1
N
142
48
2
5.8
0
0.5
0
0
1
11.55
2.5
0
0.75
2
2025-06-01T00:06:21
2025-06-01T00:16:03
1
1.77
1
N
186
125
1
11.4
1
0.5
2.57
0
1
19.72
2.5
0
0.75
2
2025-06-01T00:20:59
2025-06-01T00:29:27
1
1.25
1
N
211
79
1
9.3
1
0.5
3.01
0
1
18.06
2.5
0
0.75
2
2025-06-01T00:00:14
2025-06-01T00:07:28
1
1.3
1
N
144
249
1
9.3
1
0.5
0
0
1
15.05
2.5
0
0.75
1
2025-06-01T00:34:30
2025-06-01T01:07:21
1
10.6
1
N
132
225
1
42.9
1
0.5
9.1
0
1
54.5
0
0
0
7
2025-06-01T00:33:08
2025-06-01T00:33:08
1
4.47
1
N
148
162
1
21.2
0
0.5
5.39
0
1
32.34
2.5
0
0.75
2
2025-06-01T00:24:11
2025-06-01T00:35:13
1
3.59
1
N
148
87
2
17.7
1
0.5
0
0
1
23.45
2.5
0
0.75
2
2025-06-01T00:38:40
2025-06-01T00:51:54
1
6.19
1
N
87
140
1
26.1
1
0.5
6.37
0
1
38.22
2.5
0
0.75
2
2025-06-01T00:29:44
2025-06-01T00:48:38
1
2.61
1
N
141
107
1
18.4
1
0.5
1.21
0
1
25.36
2.5
0
0.75
2
2025-06-01T00:09:54
2025-06-01T00:19:52
1
2.45
1
N
161
239
1
12.8
1
0.5
3.71
0
1
22.26
2.5
0
0.75
2
2025-06-01T00:55:58
2025-06-01T01:06:57
1
2.6
1
N
90
237
1
14.2
1
0.5
3.99
0
1
23.94
2.5
0
0.75
2
2025-06-01T00:07:04
2025-06-01T00:19:12
1
3.88
1
N
263
42
2
18.4
1
0.5
0
0
1
23.4
2.5
0
0
2
2025-06-01T00:44:22
2025-06-01T00:53:40
2
2.14
1
N
239
41
1
12.1
1
0.5
3.42
0
1
20.52
2.5
0
0
1
2025-06-01T00:04:40
2025-06-01T00:11:12
1
1.2
1
N
142
141
2
7.9
3.5
0.5
0
0
1
12.9
2.5
0
0
1
2025-06-01T00:22:51
2025-06-01T00:28:07
1
1.1
1
N
233
141
1
7.2
4.25
0.5
2.6
0
1
15.55
2.5
0
0.75
2
2025-06-01T00:16:22
2025-06-01T00:30:51
2
2.65
1
N
170
263
1
16.3
1
0.5
4.41
0
1
26.46
2.5
0
0.75
2
2025-06-01T00:35:25
2025-06-01T00:44:43
1
1.32
1
N
107
79
1
10.7
1
0.5
2
0
1
18.45
2.5
0
0.75
2
2025-06-01T00:05:14
2025-06-01T00:11:18
1
1.23
1
N
166
238
1
8.6
1
0.5
3
0
1
16.6
2.5
0
0
7
2025-06-01T00:22:28
2025-06-01T00:22:28
2
2.36
1
N
114
13
1
13.5
0
0.5
3.85
0
1
23.1
2.5
0
0.75
7
2025-06-01T00:41:58
2025-06-01T00:41:58
3
1.12
1
N
87
144
1
10.7
0
0.5
3.29
0
1
19.74
2.5
0
0.75
7
2025-06-01T00:58:15
2025-06-01T00:58:15
1
1.91
1
N
144
164
1
12.8
0
0.5
3.71
0
1
22.26
2.5
0
0.75
2
2025-06-01T00:43:03
2025-06-01T00:51:43
2
1.49
1
N
234
211
1
10.7
1
0.5
2
0
1
18.45
2.5
0
0.75
2
2025-06-01T00:12:51
2025-06-01T00:22:37
2
1.69
1
N
114
68
2
11.4
1
0.5
0
0
1
17.15
2.5
0
0.75
2
2025-06-01T00:29:27
2025-06-01T00:42:49
2
1.87
1
N
158
231
1
14.2
1
0.5
3.99
0
1
23.94
2.5
0
0.75
2
2025-06-01T00:53:27
2025-06-01T00:58:55
2
0.8
1
N
249
79
2
7.2
1
0.5
0
0
1
12.95
2.5
0
0.75
1
2025-06-01T00:00:05
2025-06-01T00:16:25
1
2.8
1
N
211
170
1
17.7
4.25
0.5
2.55
0
1
26
2.5
0
0.75
2
2025-06-01T00:52:44
2025-06-01T00:57:08
1
0.91
1
N
229
170
1
6.5
1
0.5
1
0
1
13.25
2.5
0
0.75
2
2025-06-01T00:06:02
2025-06-01T00:11:54
1
0.84
1
N
148
79
1
7.2
1
0.5
2.59
0
1
15.54
2.5
0
0.75
2
2025-06-01T00:13:32
2025-06-01T00:17:43
2
0.61
1
N
79
79
1
5.8
1
0.5
2.31
0
1
13.86
2.5
0
0.75
2
2025-06-01T00:18:44
2025-06-01T00:28:53
3
1.31
1
N
79
249
1
10.7
1
0.5
3.29
0
1
19.74
2.5
0
0.75
2
2025-06-01T00:34:32
2025-06-01T00:42:41
1
1.45
1
N
249
137
2
10
1
0.5
0
0
1
15.75
2.5
0
0.75
2
2025-06-01T00:10:35
2025-06-01T00:11:21
3
0.1
1
N
237
43
1
3
1
0.5
0
0
1
8.75
2.5
0
0.75
2
2025-06-01T00:12:23
2025-06-01T00:17:56
1
0.99
1
N
43
230
2
7.2
1
0.5
0
0
1
12.95
2.5
0
0.75
2
2025-06-01T00:20:42
2025-06-01T00:28:54
1
1.59
1
N
263
239
2
10.7
1
0.5
0
0
1
15.7
2.5
0
0
2
2025-06-01T00:30:21
2025-06-01T00:30:28
1
0
2
N
239
239
2
-70
0
-0.5
0
0
-1
-74
-2.5
0
0
2
2025-06-01T00:30:21
2025-06-01T00:30:28
1
0
2
N
239
239
2
70
0
0.5
0
0
1
74
2.5
0
0
2
2025-06-01T00:32:16
2025-06-01T01:12:35
1
12.55
1
N
239
225
1
55.5
1
0.5
4
0
1
64.5
2.5
0
0
1
2025-06-01T00:01:09
2025-06-01T00:08:50
2
2.1
1
N
137
141
1
10.7
4.25
0.5
2.5
0
1
18.95
2.5
0
0.75
1
2025-06-01T00:20:44
2025-06-01T00:34:43
1
1.7
1
N
239
230
1
14.2
4.25
0.5
5
0
1
24.95
2.5
0
0.75
2
2025-06-01T00:09:15
2025-06-01T00:16:05
1
0.66
1
N
148
148
1
7.9
1
0.5
2.73
0
1
16.38
2.5
0
0.75
2
2025-06-01T00:24:58
2025-06-01T00:32:56
1
1.26
1
N
148
107
1
9.3
1
0.5
3.01
0
1
18.06
2.5
0
0.75
2
2025-06-01T00:34:34
2025-06-01T00:43:24
1
1.3
1
N
107
148
1
10
1
0.5
3
0
1
18.75
2.5
0
0.75
2
2025-06-01T00:44:33
2025-06-01T00:51:26
1
0.64
1
N
148
79
1
7.9
1
0.5
2.73
0
1
16.38
2.5
0
0.75
1
2025-06-01T00:10:12
2025-06-01T00:44:58
1
8
1
N
48
181
1
40.8
4.25
0.5
5
6.94
1
58.49
2.5
0
0.75
2
2025-06-01T00:09:27
2025-06-01T00:20:08
1
1.26
1
N
79
158
1
10.7
1
0.5
1.64
0
1
18.09
2.5
0
0.75
2
2025-06-01T00:07:55
2025-06-01T00:18:51
2
6.43
1
N
140
140
1
25.4
1
0.5
0
0
1
30.4
2.5
0
0
2
2025-06-01T00:33:16
2025-06-01T00:37:40
2
0.94
1
N
263
141
1
7.2
1
0.5
1.22
0
1
13.42
2.5
0
0
2
2025-06-01T00:44:26
2025-06-01T00:48:25
2
0.55
1
N
237
237
1
5.8
1
0.5
2.31
0
1
13.86
2.5
0
0.75
1
2025-06-01T00:12:18
2025-06-01T00:20:09
3
0.5
1
N
114
148
1
8.6
4.25
0.5
2.85
0
1
17.2
2.5
0
0.75
1
2025-06-01T00:21:38
2025-06-01T00:31:47
1
1.4
1
N
148
113
1
11.4
4.25
0.5
3.4
0
1
20.55
2.5
0
0.75
1
2025-06-01T00:35:28
2025-06-01T00:41:44
1
1.4
1
N
249
164
1
9.3
4.25
0.5
3
0
1
18.05
2.5
0
0.75
1
2025-06-01T00:57:02
2025-06-01T01:01:45
3
0.8
1
N
114
211
2
7.2
4.25
0.5
0
0
1
12.95
2.5
0
0.75
2
2025-06-01T00:12:25
2025-06-01T00:29:14
2
2.91
1
N
231
137
1
17
1
0.5
4.55
0
1
27.3
2.5
0
0.75
2
2025-06-01T00:30:45
2025-06-01T00:34:03
2
0.5
1
N
170
170
1
5.1
1
0.5
2.17
0
1
13.02
2.5
0
0.75
1
2025-06-01T00:09:13
2025-06-01T00:30:38
1
3.8
1
N
234
142
1
21.2
4.25
0.5
3
0
1
29.95
2.5
0
0.75
1
2025-06-01T00:48:41
2025-06-01T00:56:17
1
1.2
1
N
230
162
2
8.6
4.25
0.5
0
0
1
14.35
2.5
0
0.75
2
2025-06-01T00:23:05
2025-06-01T00:45:40
1
2.81
1
N
4
68
1
21.9
1
0.5
1
0
1
28.65
2.5
0
0.75
2
2025-06-01T00:02:58
2025-06-01T00:07:31
1
0.81
1
N
249
158
1
6.5
1
0.5
3.67
0
1
15.92
2.5
0
0.75
1
2025-06-01T00:21:04
2025-06-01T00:29:03
1
1.1
1
N
161
164
1
9.3
4.25
0.5
0
0
1
15.05
2.5
0
0.75
1
2025-06-01T00:46:17
2025-06-01T01:04:14
1
2.1
1
N
142
48
1
17
4.25
0.5
1.5
0
1
24.25
2.5
0
0.75
2
2025-06-01T00:07:55
2025-06-01T00:16:37
1
1.75
1
N
166
239
1
11.4
1
0.5
3.28
0
1
19.68
2.5
0
0
2
2025-06-01T00:28:19
2025-06-01T00:38:23
1
2.76
1
N
230
151
1
14.2
1
0.5
3.99
0
1
23.94
2.5
0
0.75
2
2025-06-01T00:47:14
2025-06-01T00:52:21
1
0.75
1
N
143
142
1
7.2
0.25
0.5
1
0
1
13.2
2.5
0
0.75
2
2025-06-01T00:59:27
2025-06-01T01:47:15
1
8.09
1
N
230
257
1
46.4
1
0.5
10
0
1
62.15
2.5
0
0.75
2
2025-06-01T00:03:56
2025-06-01T00:28:10
5
5.11
1
N
186
74
1
27.5
1
0.5
8.31
0
1
41.56
2.5
0
0.75
2
2025-06-01T00:50:23
2025-06-01T00:57:10
5
1.26
1
N
166
152
1
9.3
1
0.5
1.5
0
1
13.3
0
0
0
2
2025-06-01T00:29:40
2025-06-01T00:35:56
1
0.6
1
N
186
164
1
7.2
1
0.5
0
0
1
12.95
2.5
0
0.75
2
2025-06-01T00:46:04
2025-06-01T01:07:51
1
4.5
1
N
68
7
1
24.7
1
0.5
0
0
1
30.45
2.5
0
0.75
2
2025-06-01T00:30:54
2025-06-01T00:37:49
2
1.15
1
N
229
142
1
9.3
1
0.5
3.01
0
1
18.06
2.5
0
0.75
2
2025-06-01T00:59:25
2025-06-01T01:09:00
2
2.78
1
N
48
24
1
13.5
1
0.5
3.85
0
1
23.1
2.5
0
0.75