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
2011-01-01T00:48:13
2011-01-01T01:01:40
4
2.3
1
N
140
142
2
9.3
0.5
0.5
0
0
0
10.3
null
null
1
2011-01-01T00:26:00
2011-01-01T00:38:58
1
3.2
1
N
141
79
1
10.1
0.5
0.5
2.22
0
0
13.32
null
null
1
2011-01-01T00:40:47
2011-01-01T00:59:40
1
6.6
1
N
79
74
2
17.3
0.5
0.5
0
0
0
18.3
null
null
1
2011-01-01T00:03:41
2011-01-01T00:08:24
1
0.4
1
N
262
263
2
4.5
0.5
0.5
0
0
0
5.5
null
null
1
2011-01-01T00:15:40
2011-01-01T00:50:40
1
7.9
1
N
237
94
2
23.7
0.5
0.5
0
0
0
24.7
null
null
1
2011-01-01T00:51:00
2011-01-01T00:54:54
2
1.3
1
N
94
18
2
5.3
0.5
0.5
0
0
0
6.3
null
null
1
2011-01-01T00:41:18
2011-01-01T00:49:30
2
2.3
1
N
161
236
2
7.7
0.5
0.5
0
0
0
8.7
null
null
1
2011-01-01T00:15:59
2011-01-01T00:22:03
0
1
1
N
114
90
2
5.3
0.5
0.5
0
0
0
6.3
null
null
1
2011-01-01T00:24:48
2011-01-01T00:30:32
2
1.4
1
N
90
211
1
5.7
0.5
0.5
1.35
0
0
8.05
null
null
1
2011-01-01T00:33:14
2011-01-01T00:39:54
2
0.5
1
N
211
114
2
4.5
0.5
0.5
0
0
0
5.5
null
null
1
2011-01-01T00:50:39
2011-01-01T01:05:08
3
1.9
1
N
230
239
2
8.9
0.5
0.5
0
0
0
9.9
null
null
1
2011-01-01T00:39:57
2011-01-01T00:49:30
2
2.8
1
N
25
148
2
9.3
0.5
0.5
0
0
0
10.3
null
null
1
2011-01-01T00:50:04
2011-01-01T01:02:44
1
2.1
1
N
148
164
2
8.9
0.5
0.5
0
0
0
9.9
null
null
1
2011-01-01T00:19:45
2011-01-01T00:55:38
1
8.6
1
N
142
181
2
25.3
0.5
0.5
0
0
0
26.3
null
null
1
2011-01-01T00:57:03
2011-01-01T01:11:20
1
1.9
1
N
181
49
2
8.9
0.5
0.5
0
0
0
9.9
null
null
1
2011-01-01T00:39:38
2011-01-01T00:56:22
2
1.4
1
N
161
234
1
9.7
0.5
0.5
2.14
0
0
12.84
null
null
1
2011-01-01T00:57:57
2011-01-01T01:10:32
4
2.1
1
N
107
231
1
8.9
0.5
0.5
1
0
0
10.9
null
null
1
2011-01-01T00:11:27
2011-01-01T00:18:29
1
0.8
1
Y
161
170
1
5.3
0.5
0.5
0.94
0
0
7.24
null
null
1
2011-01-01T00:41:57
2011-01-01T00:54:19
1
0.9
1
N
164
68
2
7.7
0.5
0.5
0
0
0
8.7
null
null
1
2011-01-01T00:59:36
2011-01-01T01:32:27
3
3.4
1
N
246
144
1
16.5
0.5
0.5
3
0
0
20.5
null
null
1
2011-01-01T00:07:02
2011-01-01T00:23:01
3
7
1
N
125
162
2
17.7
0.5
0.5
0
0
0
18.7
null
null
1
2011-01-01T00:39:05
2011-01-01T00:45:22
2
0.9
1
N
113
113
2
6.1
0.5
0.5
0
0
0
7.1
null
null
1
2011-01-01T00:46:57
2011-01-01T01:01:31
2
1.7
1
N
113
170
2
8.9
0.5
0.5
0
0
0
9.9
null
null
1
2011-01-01T00:16:19
2011-01-01T00:33:32
1
3.1
1
N
113
141
2
11.7
0.5
0.5
0
0
0
12.7
null
null
1
2011-01-01T00:40:40
2011-01-01T00:52:11
1
4.7
1
N
237
232
2
12.9
0.5
0.5
0
0
0
13.9
null
null
1
2011-01-01T00:54:08
2011-01-01T01:14:14
2
6
1
N
232
141
1
17.3
0.5
0.5
2.74
0
0
21.04
null
null
1
2011-01-01T00:06:28
2011-01-01T00:12:56
3
1.1
1
N
237
162
2
5.7
0.5
0.5
0
0
0
6.7
null
null
1
2011-01-01T00:22:47
2011-01-01T00:25:25
2
0.6
1
N
237
236
2
3.7
0.5
0.5
0
0
0
4.7
null
null
1
2011-01-01T00:27:29
2011-01-01T00:37:36
2
2.3
1
N
236
166
2
8.1
0.5
0.5
0
0
0
9.1
null
null
1
2011-01-01T00:38:17
2011-01-01T00:49:44
3
2.8
1
N
166
142
1
9.7
0.5
0.5
2
0
0
12.7
null
null
1
2011-01-01T00:50:51
2011-01-01T01:12:30
2
2.1
1
N
142
68
1
12.1
0.5
0.5
1.96
0
0
15.06
null
null
1
2011-01-01T00:29:38
2011-01-01T00:45:17
1
2
1
N
237
48
1
9.7
0.5
0.5
2.67
0
0
13.37
null
null
1
2011-01-01T00:46:54
2011-01-01T01:04:57
2
2.2
1
N
48
234
2
10.9
0.5
0.5
0
0
0
11.9
null
null
1
2011-01-01T00:54:48
2011-01-01T01:00:50
1
0.7
1
N
107
224
2
4.9
0.5
0.5
0
0
0
5.9
null
null
1
2011-01-01T00:09:12
2011-01-01T00:19:16
1
1.2
1
N
79
249
1
6.9
0.5
0.5
1
0
0
8.9
null
null
1
2011-01-01T00:20:21
2011-01-01T00:31:01
4
2
1
N
249
246
2
8.1
0.5
0.5
0
0
0
9.1
null
null
1
2011-01-01T00:34:21
2011-01-01T00:59:47
1
2.9
1
N
246
161
2
14.1
0.5
0.5
0
0
0
15.1
null
null
1
2011-01-01T00:07:46
2011-01-01T00:18:26
2
1.5
1
N
231
113
2
7.3
0.5
0.5
0
0
0
8.3
null
null
1
2011-01-01T00:22:47
2011-01-01T00:27:51
4
0.6
1
N
249
158
2
4.5
0.5
0.5
0
0
0
5.5
null
null
1
2011-01-01T00:37:33
2011-01-01T00:50:17
1
1.1
1
N
249
79
2
7.7
0.5
0.5
0
0
0
8.7
null
null
1
2011-01-01T00:51:44
2011-01-01T01:21:28
1
5.8
1
N
79
239
2
18.9
0.5
0.5
0
0
0
19.9
null
null
1
2011-01-01T00:05:49
2011-01-01T00:20:36
1
2.3
1
N
233
144
2
9.7
0.5
0.5
0
0
0
10.7
null
null
1
2011-01-01T00:23:57
2011-01-01T00:48:41
2
4.8
1
N
144
142
2
15.7
0.5
0.5
0
0
0
16.7
null
null
1
2011-01-01T00:49:22
2011-01-01T01:01:27
3
2.2
1
Y
142
24
1
8.5
0.5
0.5
1.9
0
0
11.4
null
null
1
2011-01-01T00:34:18
2011-01-01T00:38:07
2
1
1
N
144
87
2
4.9
0.5
0.5
0
0
0
5.9
null
null
1
2011-01-01T00:39:02
2011-01-01T00:53:19
2
3.4
1
N
87
164
2
10.9
0.5
0.5
0
0
0
11.9
null
null
1
2011-01-01T00:54:07
2011-01-01T01:07:38
4
2
1
N
164
158
2
8.9
0.5
0.5
0
0
0
9.9
null
null
1
2011-01-01T00:25:02
2011-01-01T00:50:16
2
5.1
1
N
170
41
2
16.9
0.5
0.5
0
0
0
17.9
null
null
1
2011-01-01T00:55:01
2011-01-01T01:00:43
1
1.3
1
N
151
239
2
5.3
0.5
0.5
0
0
0
6.3
null
null
1
2011-01-01T00:07:01
2011-01-01T00:13:49
1
1.2
1
N
246
107
2
6.1
0.5
0.5
0
0
0
7.1
null
null
1
2011-01-01T00:23:53
2011-01-01T00:41:31
1
11
1
N
144
192
1
25.3
0.5
0.5
5.26
0
0
31.56
null
null
1
2011-01-01T00:52:02
2011-01-01T01:12:46
2
4.1
1
N
113
236
2
14.1
0.5
0.5
0
0
0
15.1
null
null
1
2011-01-01T00:08:43
2011-01-01T00:11:12
1
0.4
1
N
79
79
2
3.7
0.5
0.5
0
0
0
4.7
null
null
1
2011-01-01T00:12:48
2011-01-01T00:18:11
1
1
1
N
79
148
2
5.3
0.5
0.5
0
0
0
6.3
null
null
1
2011-01-01T00:20:10
2011-01-01T00:32:14
1
2
1
N
148
234
2
8.5
0.5
0.5
0
0
0
9.5
null
null
1
2011-01-01T00:37:54
2011-01-01T00:56:28
1
2
1
N
211
158
2
10.9
0.5
0.5
0
0
0
11.9
null
null
1
2011-01-01T00:11:05
2011-01-01T00:19:14
3
2.4
1
N
129
129
2
8.5
0.5
0.5
0
0
0
9.5
null
null
1
2011-01-01T00:13:05
2011-01-01T00:37:34
3
2.3
1
N
48
186
2
13.3
0.5
0.5
0
0
0
14.3
null
null
1
2011-01-01T00:41:15
2011-01-01T01:13:47
1
5.2
1
N
186
74
2
19.3
0.5
0.5
0
0
0
20.3
null
null
1
2011-01-01T00:05:16
2011-01-01T00:09:42
2
0.9
1
N
151
238
2
4.9
0.5
0.5
0
0
0
5.9
null
null
1
2011-01-01T00:15:42
2011-01-01T00:30:42
1
3.2
1
N
239
162
2
10.9
0.5
0.5
0
0
0
11.9
null
null
1
2011-01-01T00:43:28
2011-01-01T00:52:38
1
2.2
1
N
170
140
2
8.1
0.5
0.5
0
0
0
9.1
null
null
1
2011-01-01T00:25:46
2011-01-01T00:33:40
1
1.1
1
N
107
68
2
6.1
0.5
0.5
0
0
0
7.1
null
null
1
2011-01-01T00:35:44
2011-01-01T00:52:24
1
2
1
N
68
48
1
10.5
0.5
0.5
1.72
0
0
13.22
null
null
1
2011-01-01T00:53:12
2011-01-01T01:09:43
1
2.3
1
N
230
68
2
10.5
0.5
0.5
0
0
0
11.5
null
null
1
2011-01-01T00:17:33
2011-01-01T00:23:11
3
0.8
1
N
114
113
2
4.9
0.5
0.5
0
0
0
5.9
null
null
1
2011-01-01T00:29:06
2011-01-01T00:45:53
1
3.4
1
N
234
140
2
11.7
0.5
0.5
0
0
0
12.7
null
null
1
2011-01-01T00:55:02
2011-01-01T01:10:45
2
2.7
1
N
229
144
1
10.1
0.5
0.5
1.66
0
0
12.76
null
null
1
2011-01-01T00:14:23
2011-01-01T00:18:17
1
0.7
1
N
166
151
2
4.1
0.5
0.5
0
0
0
5.1
null
null
1
2011-01-01T00:24:24
2011-01-01T00:34:51
1
2.4
1
N
238
141
2
8.9
0.5
0.5
0
0
0
9.9
null
null
1
2011-01-01T00:39:01
2011-01-01T00:41:37
1
0.5
1
N
237
236
2
3.3
0.5
0.5
0
0
0
4.3
null
null
1
2011-01-01T00:44:37
2011-01-01T00:57:06
1
2.8
1
N
236
41
2
10.1
0.5
0.5
0
0
0
11.1
null
null
1
2011-01-01T00:08:40
2011-01-01T00:11:45
1
0.5
1
N
238
239
2
4.1
0.5
0.5
0
0
0
5.1
null
null
1
2011-01-01T00:15:05
2011-01-01T00:40:01
1
11.6
1
N
239
95
2
27.3
0.5
0.5
0
0
0
28.3
null
null
1
2011-01-01T00:13:12
2011-01-01T00:28:40
1
2.3
1
N
4
234
1
9.7
0
0.5
1
0
0
11.2
null
null
1
2011-01-01T00:28:58
2011-01-01T00:36:30
1
0.9
1
N
237
141
2
5.7
0.5
0.5
0
0
0
6.7
null
null
1
2011-01-01T00:57:54
2011-01-01T01:11:47
1
2.6
1
Y
170
143
2
9.7
0.5
0.5
0
0
0
10.7
null
null
1
2011-01-01T00:06:23
2011-01-01T00:15:38
2
1.7
1
N
237
262
1
7.3
0.5
0.5
1.66
0
0
9.96
null
null
1
2011-01-01T00:27:04
2011-01-01T00:44:14
3
3.1
1
N
239
229
2
11.3
0.5
0.5
0
0
0
12.3
null
null
1
2011-01-01T00:45:55
2011-01-01T01:05:24
3
2.4
1
N
141
100
2
11.3
0.5
0.5
0
0
0
12.3
null
null
1
2011-01-01T00:14:51
2011-01-01T00:47:51
2
10.5
1
N
246
246
1
28.5
0.5
0.5
4.42
0
0
33.92
null
null
1
2011-01-01T00:54:20
2011-01-01T01:08:04
1
2
1
N
246
246
2
8.9
0.5
0.5
0
0
0
9.9
null
null
1
2011-01-01T00:27:46
2011-01-01T00:37:05
1
3
1
N
50
151
2
8.9
0.5
0.5
0
0
0
9.9
null
null
1
2011-01-01T00:48:15
2011-01-01T01:13:10
1
5.5
1
N
238
79
2
16.9
0.5
0.5
0
0
0
17.9
null
null
1
2011-01-01T00:29:06
2011-01-01T00:32:17
1
0.4
1
N
79
113
1
3.7
0.5
0.5
1.5
0
0
6.2
null
null
1
2011-01-01T00:36:25
2011-01-01T00:49:36
1
1.9
1
N
249
170
2
8.5
0.5
0.5
0
0
0
9.5
null
null
1
2011-01-01T00:53:14
2011-01-01T01:27:27
1
7.8
1
N
170
7
2
22.9
0.5
0.5
0
0
0
23.9
null
null
1
2011-01-01T00:25:05
2011-01-01T00:38:07
2
2.4
1
N
236
142
2
9.7
0.5
0.5
0
0
0
10.7
null
null
1
2011-01-01T00:39:01
2011-01-01T00:47:23
3
1.5
1
N
142
237
2
6.9
0.5
0.5
0
0
0
7.9
null
null
1
2011-01-01T00:49:21
2011-01-01T01:10:51
2
4.8
1
N
237
234
2
16.1
0.5
0.5
0
0
0
17.1
null
null
1
2011-01-01T00:14:54
2011-01-01T00:28:43
4
2.2
1
N
79
231
2
9.3
0.5
0.5
0
0
0
10.3
null
null
1
2011-01-01T00:19:16
2011-01-01T00:50:54
2
7.1
1
N
50
7
1
21.7
0.5
0.5
2
0
0
24.7
null
null
1
2011-01-01T00:44:42
2011-01-01T00:53:20
1
1.1
1
N
234
107
2
6.1
0.5
0.5
0
0
0
7.1
null
null
1
2011-01-01T00:59:22
2011-01-01T01:15:45
1
3.5
1
N
107
263
2
11.7
0.5
0.5
0
0
0
12.7
null
null
1
2011-01-01T00:59:02
2011-01-01T01:13:03
1
8.7
1
N
138
213
1
19.7
0.5
0.5
3.82
4.8
0
29.32
null
null
1
2011-01-01T00:02:51
2011-01-01T00:12:55
1
1.7
1
N
100
229
2
7.3
0.5
0.5
0
0
0
8.3
null
null
1
2011-01-01T00:25:42
2011-01-01T00:56:00
1
0.7
1
N
161
161
2
14.5
0.5
0.5
0
0
0
15.5
null
null
1
2011-01-01T00:57:35
2011-01-01T01:00:15
1
0.3
1
N
161
161
2
3.3
0.5
0.5
0
0
0
4.3
null
null
1
2011-01-01T00:06:42
2011-01-01T00:15:35
1
1.8
1
N
249
13
2
7.3
0.5
0.5
0
0
0
8.3
null
null
1
2011-01-01T00:16:04
2011-01-01T00:25:08
2
1.4
1
N
13
125
1
7.3
0.5
0.5
1
0
0
9.3
null
null