VendorID
int64
tpep_pickup_datetime
timestamp[us]
tpep_dropoff_datetime
timestamp[us]
passenger_count
int64
trip_distance
float64
RatecodeID
int64
store_and_fwd_flag
string
PULocationID
int64
DOLocationID
int64
payment_type
int64
fare_amount
float64
extra
float64
mta_tax
float64
tip_amount
float64
tolls_amount
float64
improvement_surcharge
float64
total_amount
float64
congestion_surcharge
float64
airport_fee
float64
1
2011-01-01T00:15:43
2011-01-01T00:22:37
1
1.4
1
Y
43
143
1
6.1
0.5
0.5
1.06
0
0
8.16
null
null
1
2011-01-01T00:29:24
2011-01-01T00:57:53
1
3.9
1
N
143
107
2
15.3
0.5
0.5
0
0
0
16.3
null
null
1
2011-01-01T00:27:14
2011-01-01T00:48:18
1
1.8
1
N
162
107
2
11.3
0.5
0.5
0
0
0
12.3
null
null
1
2011-01-01T00:52:14
2011-01-01T01:22:34
2
6.7
4
N
107
152
1
19.3
0.5
0.5
5.07
0
0
25.37
null
null
1
2011-01-01T00:05:54
2011-01-01T00:14:50
1
1.9
1
N
229
43
2
7.7
0.5
0.5
0
0
0
8.7
null
null
1
2011-01-01T00:19:12
2011-01-01T00:26:10
2
2.4
1
N
142
166
2
7.3
0.5
0.5
0
0
0
8.3
null
null
1
2011-01-01T00:28:02
2011-01-01T00:48:01
3
5.5
1
N
166
186
2
16.5
0.5
0.5
0
0
0
17.5
null
null
1
2011-01-01T00:55:52
2011-01-01T01:04:46
2
1.2
1
N
90
234
2
6.5
0.5
0.5
0
0
0
7.5
null
null
1
2011-01-01T00:23:11
2011-01-01T00:31:56
1
1.3
1
N
75
24
2
6.5
0.5
0.5
0
0
0
7.5
null
null
1
2011-01-01T00:36:23
2011-01-01T00:43:32
3
0.9
1
N
151
151
1
5.7
0.5
0.5
3.3
0
0
10
null
null
1
2011-01-01T00:45:34
2011-01-01T00:53:52
1
1.7
1
N
238
263
2
6.9
0.5
0.5
0
0
0
7.9
null
null
1
2011-01-01T00:55:00
2011-01-01T01:24:41
4
3.8
1
Y
263
186
2
16.5
0.5
0.5
0
0
0
17.5
null
null
1
2011-01-01T00:16:44
2011-01-01T00:21:46
2
0.8
1
Y
158
90
2
4.5
0.5
0.5
0
0
0
5.5
null
null
1
2011-01-01T00:28:52
2011-01-01T00:49:16
1
7
1
N
68
41
2
19.3
0.5
0.5
0
0
0
20.3
null
null
1
2011-01-01T00:50:56
2011-01-01T01:12:05
1
4.2
1
N
41
141
2
14.1
0.5
0.5
0
0
0
15.1
null
null
1
2011-01-01T00:23:30
2011-01-01T00:26:24
1
0.9
1
N
237
236
2
4.5
0.5
0.5
0
0
0
5.5
null
null
1
2011-01-01T00:32:51
2011-01-01T00:40:44
4
2.2
1
N
43
170
2
7.7
0.5
0.5
0
0
0
8.7
null
null
1
2011-01-01T00:43:28
2011-01-01T00:54:35
1
0.9
1
N
170
100
2
7.3
0.5
0.5
0
0
0
8.3
null
null
1
2011-01-01T00:17:59
2011-01-01T00:35:38
1
3.6
1
N
68
237
1
12.1
0.5
0.5
2.62
0
0
15.72
null
null
1
2011-01-01T00:38:12
2011-01-01T00:47:53
1
3.2
1
N
237
193
2
9.7
0.5
0.5
0
0
0
10.7
null
null
1
2011-01-01T00:56:48
2011-01-01T01:09:08
1
2.4
1
N
229
79
2
8.9
0.5
0.5
0
0
0
9.9
null
null
1
2011-01-01T00:19:27
2011-01-01T00:28:39
2
1.2
1
N
40
33
2
6.5
0.5
0.5
0
0
0
7.5
null
null
1
2011-01-01T00:31:03
2011-01-01T00:55:36
2
8.8
1
N
33
263
2
22.9
0.5
0.5
0
0
0
23.9
null
null
1
2011-01-01T00:56:44
2011-01-01T01:05:49
1
1.7
1
N
263
43
2
7.3
0.5
0.5
0
0
0
8.3
null
null
1
2011-01-01T00:18:34
2011-01-01T00:29:41
2
2.3
1
N
238
262
2
8.9
0.5
0.5
0
0
0
9.9
null
null
1
2011-01-01T00:33:46
2011-01-01T00:40:20
1
0.8
1
N
262
236
2
5.3
0.5
0.5
0
0
0
6.3
null
null
1
2011-01-01T00:21:59
2011-01-01T00:28:22
1
1.3
1
N
263
140
2
5.7
0.5
0.5
0
0
0
6.7
null
null
1
2011-01-01T00:30:46
2011-01-01T00:44:21
1
7.3
1
N
140
13
2
17.7
0.5
0.5
0
0
0
18.7
null
null
1
2011-01-01T00:49:02
2011-01-01T01:05:16
2
7.5
1
Y
261
262
1
18.5
0.5
0.5
3.9
0
0
23.4
null
null
1
2011-01-01T00:15:00
2011-01-01T00:19:54
2
1
1
N
236
238
1
5.3
0.5
0.5
1.26
0
0
7.56
null
null
1
2011-01-01T00:22:30
2011-01-01T00:36:31
3
2
1
N
238
262
2
9.3
0.5
0.5
0
0
0
10.3
null
null
1
2011-01-01T00:38:07
2011-01-01T00:41:55
1
0.6
1
N
262
262
2
4.1
0.5
0.5
0
0
0
5.1
null
null
1
2011-01-01T00:55:20
2011-01-01T01:12:32
2
2.7
1
N
236
48
2
11.3
0.5
0.5
0
0
0
12.3
null
null
1
2011-01-01T00:13:52
2011-01-01T00:24:50
1
4.2
1
N
13
65
2
12.1
0.5
0.5
0
0
0
13.1
null
null
1
2011-01-01T00:36:42
2011-01-01T00:52:52
2
3.8
1
N
148
181
2
12.9
0.5
0.5
0
0
0
13.9
null
null
1
2011-01-01T00:55:13
2011-01-01T01:29:06
2
12.6
1
N
181
244
1
31.7
0.5
0.5
4.9
0
0
37.6
null
null
1
2011-01-01T00:27:30
2011-01-01T00:34:44
1
1.5
1
N
238
75
2
7.3
0.5
0.5
0
0
0
8.3
null
null
1
2011-01-01T00:38:58
2011-01-01T01:14:21
1
10.3
1
N
263
198
2
27.3
0.5
0.5
0
0
0
28.3
null
null
1
2011-01-01T00:37:48
2011-01-01T00:43:02
1
0.8
1
N
107
79
1
4.9
0.5
0.5
1.47
0
0
7.37
null
null
1
2011-01-01T00:44:59
2011-01-01T00:50:24
1
0.7
1
N
79
4
2
4.9
0.5
0.5
0
0
0
5.9
null
null
1
2011-01-01T00:08:41
2011-01-01T00:21:45
1
2.1
1
N
249
170
2
8.9
0.5
0.5
0
0
0
9.9
null
null
1
2011-01-01T00:44:06
2011-01-01T01:17:39
2
1.7
1
N
229
100
1
16.1
0.5
0.5
0.2
0
0
17.3
null
null
1
2011-01-01T00:42:09
2011-01-01T00:53:45
1
4.2
1
N
262
79
2
11.7
0.5
0.5
0
0
0
12.7
null
null
1
2011-01-01T00:57:07
2011-01-01T01:03:13
1
0.7
1
N
79
113
2
5.3
0.5
0.5
0
0
0
6.3
null
null
1
2011-01-01T00:13:42
2011-01-01T00:22:33
2
1.7
1
N
237
229
2
6.9
0.5
0.5
0
0
0
7.9
null
null
1
2011-01-01T00:34:41
2011-01-01T00:45:18
2
1.4
1
N
237
163
2
7.3
0.5
0.5
0
0
0
8.3
null
null
1
2011-01-01T00:46:34
2011-01-01T01:02:04
3
2.8
1
Y
163
151
2
10.5
0.5
0.5
0
0
0
11.5
null
null
1
2011-01-01T00:29:50
2011-01-01T00:47:33
4
3.8
1
N
166
48
2
12.5
0.5
0.5
0
0
0
13.5
null
null
1
2011-01-01T00:53:05
2011-01-01T01:10:11
1
1.1
1
N
142
48
1
9.7
0.5
0.5
2.14
0
0
12.84
null
null
1
2011-01-01T00:25:44
2011-01-01T00:29:27
1
0.7
1
N
143
142
1
4.5
0.5
0.5
0.82
0
0
6.32
null
null
1
2011-01-01T00:07:30
2011-01-01T00:21:15
1
4.1
1
N
261
224
1
12.5
0.5
0.5
3.37
0
0
16.87
null
null
1
2011-01-01T00:24:02
2011-01-01T00:30:57
1
1.4
1
N
224
170
2
6.1
0.5
0.5
0
0
0
7.1
null
null
1
2011-01-01T00:53:18
2011-01-01T01:01:24
2
1.6
1
N
237
170
1
6.5
0.5
0.5
1.87
0
0
9.37
null
null
1
2011-01-01T00:17:52
2011-01-01T00:31:10
2
2.3
1
N
148
170
2
9.3
0.5
0.5
0
0
0
10.3
null
null
1
2011-01-01T00:46:48
2011-01-01T00:57:52
3
2.1
1
N
263
143
2
8.5
0.5
0.5
0
0
0
9.5
null
null
1
2011-01-01T00:58:57
2011-01-01T01:05:32
1
0.9
1
N
143
50
1
5.7
0.5
0.5
1.34
0
0
8.04
null
null
1
2011-01-01T00:13:58
2011-01-01T00:18:22
1
0.7
1
N
13
87
2
4.5
0.5
0.5
0
0
0
5.5
null
null
1
2011-01-01T00:20:33
2011-01-01T00:27:26
1
1.2
4
N
87
148
2
5.7
0.5
0.5
0
0
0
6.7
null
null
1
2011-01-01T00:30:42
2011-01-01T00:43:04
2
2.2
1
N
144
68
2
8.9
0.5
0.5
0
0
0
9.9
null
null
1
2011-01-01T00:44:23
2011-01-01T01:02:23
1
2.2
1
N
68
79
2
10.1
0.5
0.5
0
0
0
11.1
null
null
1
2011-01-01T00:05:59
2011-01-01T00:18:29
0
2.8
1
N
90
229
2
9.3
0.5
0.5
0
0
0
10.3
null
null
1
2011-01-01T00:22:40
2011-01-01T00:25:55
0
1.2
1
N
140
229
2
4.9
0.5
0.5
0
0
0
5.9
null
null
1
2011-01-01T00:31:11
2011-01-01T00:44:20
0
3.7
1
N
233
7
2
11.3
0.5
0.5
0
0
0
12.3
null
null
1
2011-01-01T00:52:10
2011-01-01T01:02:34
0
1.5
1
N
193
7
2
6.9
0.5
0.5
0
0
0
7.9
null
null
1
2011-01-01T00:18:20
2011-01-01T00:28:21
2
2.1
1
N
125
186
2
7.7
0.5
0.5
0
0
0
8.7
null
null
1
2011-01-01T00:39:44
2011-01-01T01:03:43
2
4.3
1
N
90
262
2
15.3
0.5
0.5
0
0
0
16.3
null
null
1
2011-01-01T00:25:54
2011-01-01T00:36:41
1
1
1
N
246
100
1
7.3
0.5
0.5
1.24
0
0
9.54
null
null
1
2011-01-01T00:51:49
2011-01-01T01:16:15
1
1.6
1
N
161
68
2
10.9
0.5
0.5
0
0
0
11.9
null
null
1
2011-01-01T00:04:47
2011-01-01T00:12:42
1
0.8
1
Y
42
152
2
5.7
0.5
0.5
0
0
0
6.7
null
null
1
2011-01-01T00:18:26
2011-01-01T00:25:22
1
1.5
1
N
166
116
2
6.5
0.5
0.5
0
0
0
7.5
null
null
1
2011-01-01T00:26:05
2011-01-01T00:44:41
1
5.5
1
N
152
50
2
16.5
0.5
0.5
0
0
0
17.5
null
null
1
2011-01-01T00:47:29
2011-01-01T00:57:55
1
2.2
1
N
50
68
1
8.5
0.5
0.5
1
0
0
10.5
null
null
1
2011-01-01T00:13:29
2011-01-01T00:25:14
1
1.9
1
N
255
17
2
8.1
0.5
0.5
0
0
0
9.1
null
null
1
2011-01-01T00:35:25
2011-01-01T00:56:54
1
2.8
1
N
217
37
2
11.7
0.5
0.5
0
0
0
12.7
null
null
1
2011-01-01T00:59:52
2011-01-01T01:07:54
1
1
1
N
37
17
2
6.1
0.5
0.5
0
0
0
7.1
null
null
1
2011-01-01T00:07:13
2011-01-01T00:08:50
1
0.7
1
N
140
140
2
3.7
0.5
0.5
0
0
0
4.7
null
null
1
2011-01-01T00:23:48
2011-01-01T00:40:08
2
3.8
1
N
43
50
2
12.5
0.5
0.5
0
0
0
13.5
null
null
1
2011-01-01T00:41:33
2011-01-01T01:06:33
1
3.6
1
N
246
263
2
14.9
0.5
0.5
0
0
0
15.9
null
null
1
2011-01-01T00:21:06
2011-01-01T00:52:35
1
3
1
N
264
264
2
15.7
0.5
0.5
0
0
0
16.7
null
null
1
2011-01-01T00:56:08
2011-01-01T01:11:18
1
2.2
1
N
264
264
1
9.7
0.5
0.5
2.5
0
0
13.2
null
null
1
2011-01-01T00:17:49
2011-01-01T00:31:12
2
2.1
1
N
249
170
2
8.9
0.5
0.5
0
0
0
9.9
null
null
1
2011-01-01T00:33:35
2011-01-01T00:34:29
3
0.2
1
N
162
162
2
2.5
0.5
0.5
0
0
0
3.5
null
null
1
2011-01-01T00:36:22
2011-01-01T01:19:11
3
22.3
5
N
170
265
2
45
0
0
0
8
0
53
null
null
1
2011-01-01T00:20:49
2011-01-01T00:35:03
2
2.9
1
N
233
125
2
10.5
0.5
0.5
0
0
0
11.5
null
null
1
2011-01-01T00:37:02
2011-01-01T00:47:54
1
2.2
1
N
125
234
2
8.1
0.5
0.5
0
0
0
9.1
null
null
1
2011-01-01T00:50:47
2011-01-01T01:12:54
4
2.8
1
N
234
229
2
12.5
0.5
0.5
0
0
0
13.5
null
null
1
2011-01-01T00:10:15
2011-01-01T00:28:35
1
6.2
1
N
237
37
1
16.5
0.5
0.5
2.62
0
0
20.12
null
null
1
2011-01-01T00:29:55
2011-01-01T00:45:51
1
3.9
1
N
37
79
2
12.5
0.5
0.5
0
0
0
13.5
null
null
1
2011-01-01T00:46:57
2011-01-01T01:11:05
1
4.4
1
N
79
13
2
15.3
0.5
0.5
0
0
0
16.3
null
null
1
2011-01-01T00:23:16
2011-01-01T00:47:40
1
3.8
1
N
238
68
2
16.1
0.5
0.5
0
0
0
17.1
null
null
1
2011-01-01T00:50:52
2011-01-01T01:00:09
3
1
1
N
68
68
1
6.5
0.5
0.5
1.5
0
0
9
null
null
1
2011-01-01T00:25:32
2011-01-01T00:46:18
1
1.8
1
N
162
234
1
11.3
0.5
0.5
1
0
0
13.3
null
null
1
2011-01-01T00:48:10
2011-01-01T01:02:37
1
1.6
1
N
234
170
1
8.9
0.5
0.5
0
0
0
9.9
null
null
1
2011-01-01T00:08:26
2011-01-01T00:35:19
1
3.2
1
N
68
163
1
14.9
0.5
0.5
2
0
0
17.9
null
null
1
2011-01-01T00:37:23
2011-01-01T00:43:06
1
0.7
1
N
163
48
2
4.9
0.5
0.5
0
0
0
5.9
null
null
1
2011-01-01T00:46:46
2011-01-01T01:10:53
1
2.6
1
N
48
164
1
13.3
0.5
0.5
3
0
0
17.3
null
null
1
2011-01-01T00:34:20
2011-01-01T00:41:19
1
1.2
1
N
237
75
2
6.1
0.5
0.5
0
0
0
7.1
null
null
1
2011-01-01T00:44:33
2011-01-01T00:56:39
1
2.3
1
N
236
143
1
9.3
0.5
0.5
1.54
0
0
11.84
null
null
1
2011-01-01T00:58:36
2011-01-01T01:30:20
1
3.5
1
N
239
234
2
16.9
0.5
0.5
0
0
0
17.9
null
null
1
2011-01-01T00:25:12
2011-01-01T00:45:33
1
3
1
N
48
140
2
12.1
0.5
0.5
0
0
0
13.1
null
null