VendorID
int64
tpep_pickup_datetime
string
tpep_dropoff_datetime
string
passenger_count
int64
trip_distance
float64
pickup_longitude
float64
pickup_latitude
float64
RatecodeID
int64
store_and_fwd_flag
string
dropoff_longitude
float64
dropoff_latitude
float64
payment_type
int64
fare_amount
float64
extra
float64
mta_tax
float64
tip_amount
float64
tolls_amount
float64
improvement_surcharge
float64
total_amount
float64
2
2016-01-01 00:00:00
2016-01-01 00:00:00
2
1.1
-73.990372
40.734695
1
N
-73.981842
40.732407
2
7.5
0.5
0.5
0
0
0.3
8.8
2
2016-01-01 00:00:00
2016-01-01 00:00:00
5
4.9
-73.980782
40.729912
1
N
-73.944473
40.716679
1
18
0.5
0.5
0
0
0.3
19.3
2
2016-01-01 00:00:00
2016-01-01 00:00:00
1
10.54
-73.98455
40.679565
1
N
-73.950272
40.788925
1
33
0.5
0.5
0
0
0.3
34.3
2
2016-01-01 00:00:00
2016-01-01 00:00:00
1
4.75
-73.993469
40.71899
1
N
-73.962242
40.657333
2
16.5
0
0.5
0
0
0.3
17.3
2
2016-01-01 00:00:00
2016-01-01 00:00:00
3
1.76
-73.960625
40.78133
1
N
-73.977264
40.758514
2
8
0
0.5
0
0
0.3
8.8
2
2016-01-01 00:00:00
2016-01-01 00:18:30
2
5.52
-73.980118
40.74305
1
N
-73.91349
40.763142
2
19
0.5
0.5
0
0
0.3
20.3
2
2016-01-01 00:00:00
2016-01-01 00:26:45
2
7.45
-73.994057
40.71999
1
N
-73.966362
40.789871
2
26
0.5
0.5
0
0
0.3
27.3
1
2016-01-01 00:00:01
2016-01-01 00:11:55
1
1.2
-73.979424
40.744614
1
N
-73.992035
40.753944
2
9
0.5
0.5
0
0
0.3
10.3
1
2016-01-01 00:00:02
2016-01-01 00:11:14
1
6
-73.947151
40.791046
1
N
-73.920769
40.865578
2
18
0.5
0.5
0
0
0.3
19.3
2
2016-01-01 00:00:02
2016-01-01 00:11:08
1
3.21
-73.998344
40.723896
1
N
-73.99585
40.6884
2
11.5
0.5
0.5
0
0
0.3
12.8
2
2016-01-01 00:00:03
2016-01-01 00:06:19
1
0.79
-74.006149
40.744919
1
N
-73.993797
40.74144
2
6
0.5
0.5
0
0
0.3
7.3
2
2016-01-01 00:00:03
2016-01-01 00:15:49
6
2.43
-73.96933
40.763538
1
N
-73.995689
40.744251
1
12
0.5
0.5
3.99
0
0.3
17.29
2
2016-01-01 00:00:03
2016-01-01 00:00:11
4
0.01
-73.989021
40.721539
1
N
-73.98896
40.721699
2
2.5
0.5
0.5
0
0
0.3
3.8
1
2016-01-01 00:00:04
2016-01-01 00:14:32
1
3.7
-74.004303
40.742241
1
N
-74.007362
40.706936
1
14
0.5
0.5
3.05
0
0.3
18.35
1
2016-01-01 00:00:05
2016-01-01 00:14:27
2
2.2
-73.991997
40.718578
1
N
-74.005135
40.739944
1
11
0.5
0.5
1.5
0
0.3
13.8
2
2016-01-01 00:00:05
2016-01-01 00:07:17
1
0.54
-73.985161
40.768951
1
N
-73.990227
40.76173
2
6
0.5
0.5
0
0
0.3
7.3
2
2016-01-01 00:00:05
2016-01-01 00:07:14
1
1.92
-73.973091
40.795361
1
N
-73.978371
40.773151
2
7.5
0.5
0.5
0
0
0.3
8.8
1
2016-01-01 00:00:06
2016-01-01 00:04:44
1
1.7
-73.982101
40.774696
1
Y
-73.97094
40.796707
1
7
0.5
0.5
1.65
0
0.3
9.95
2
2016-01-01 00:00:06
2016-01-01 00:07:14
1
1.38
-73.994843
40.718498
1
N
-73.989807
40.73423
1
7
0.5
0.5
1.66
0
0.3
9.96
1
2016-01-01 00:00:07
2016-01-01 00:20:35
2
4.9
-73.953033
40.672115
1
N
-73.986572
40.710594
1
19
0.5
0.5
4.06
0
0.3
24.36
1
2016-01-01 00:00:07
2016-01-01 00:09:49
1
1.8
-73.989166
40.726589
1
N
-74.009483
40.715073
2
9
0.5
0.5
0
0
0.3
10.3
2
2016-01-01 00:00:08
2016-01-01 00:18:51
1
3.09
-73.999069
40.720173
1
N
-73.973389
40.756561
2
14.5
0.5
0.5
0
0
0.3
15.8
2
2016-01-01 00:00:08
2016-01-01 00:04:37
1
0.72
-73.997139
40.747219
1
N
-74.004486
40.751797
2
5
0.5
0.5
0
0
0.3
6.3
2
2016-01-01 00:00:08
2016-01-01 00:03:24
1
0.69
-73.997414
40.736675
1
N
-73.985664
40.732681
2
4.5
0.5
0.5
0
0
0.3
5.8
1
2016-01-01 00:00:09
2016-01-01 00:19:03
3
5.3
-73.997131
40.736961
1
N
-73.928421
40.755581
1
18
0.5
0.5
3.85
0
0.3
23.15
1
2016-01-01 00:00:09
2016-01-01 00:07:18
2
1.2
-73.963913
40.712173
1
N
-73.951332
40.7122
2
7
0.5
0.5
0
0
0.3
8.3
2
2016-01-01 00:00:10
2016-01-01 00:06:15
2
0.97
-73.999397
40.7439
1
N
-73.988876
40.745319
2
6
0.5
0.5
0
0
0.3
7.3
2
2016-01-01 00:00:10
2016-01-01 00:02:20
1
0.87
-73.954407
40.778069
1
N
-73.948929
40.788582
2
4.5
0.5
0.5
0
0
0.3
5.8
2
2016-01-01 00:00:12
2016-01-01 00:01:17
1
0.13
-73.991653
40.754559
1
N
-73.990601
40.756119
2
3
0.5
0.5
0
0
0.3
4.3
1
2016-01-01 00:00:14
2016-01-01 00:13:02
1
2.4
-73.995598
40.74424
1
N
-73.985458
40.768711
1
11
0.5
0.5
3.05
0
0.3
15.35
2
2016-01-01 00:00:14
2016-01-01 00:02:38
2
0.44
-73.990273
40.772011
1
N
-73.995041
40.769772
1
4
0.5
0.5
1.06
0
0.3
6.36
2
2016-01-01 00:00:15
2016-01-01 00:06:31
1
1.56
-73.940109
40.751152
1
N
-73.930023
40.767052
2
7.5
0.5
0.5
0
0
0.3
8.8
1
2016-01-01 00:00:16
2016-01-01 00:33:00
2
2.9
-73.982155
40.774879
1
N
-73.981361
40.744114
2
20.5
0.5
0.5
0
0
0.3
21.8
1
2016-01-01 00:00:17
2016-01-01 00:19:14
1
1.2
-74.008064
40.742069
1
N
-74.002289
40.742165
3
12.5
0.5
0.5
0
0
0.3
13.8
1
2016-01-01 00:00:17
2016-01-01 00:13:59
1
1.5
-74.002678
40.730637
1
N
-73.980423
40.726212
1
10
0.5
0.5
3.35
0
0.3
14.65
2
2016-01-01 00:00:17
2016-01-01 00:42:23
1
2.32
-73.981659
40.773739
1
N
-73.995964
40.753838
2
19
0.5
0.5
0
0
0.3
20.3
2
2016-01-01 00:00:17
2016-01-01 00:14:26
5
9.63
-73.981743
40.719158
1
N
-73.938828
40.829182
1
27
0.5
0.5
8.49
0
0.3
36.79
2
2016-01-01 00:00:18
2016-01-01 00:05:44
5
1.17
-73.963058
40.775017
1
N
-73.951744
40.778801
2
6
0.5
0.5
0
0
0.3
7.3
1
2016-01-01 00:00:19
2016-01-01 00:19:33
1
3.4
0
0
1
N
0
0
2
14.5
0.5
0.5
0
0
0.3
15.8
2
2016-01-01 00:00:19
2016-01-01 00:06:31
3
1.32
-73.961258
40.7962
1
N
-73.95005
40.787312
2
6.5
0.5
0.5
0
0
0.3
7.8
1
2016-01-01 00:00:20
2016-01-01 00:29:05
1
13
-73.982239
40.757702
1
N
-73.909309
40.862049
2
36.5
0.5
0.5
0
0
0.3
37.8
1
2016-01-01 00:00:21
2016-01-01 00:17:30
1
0.7
-73.894127
40.636574
1
Y
-73.892502
40.634834
2
11
0.5
0.5
0
0
0.3
12.3
1
2016-01-01 00:00:21
2016-01-01 00:32:09
1
5.4
-73.946419
40.789139
1
N
-73.915901
40.851547
2
24.5
0.5
0.5
0
0
0.3
25.8
2
2016-01-01 00:00:22
2016-01-01 00:12:12
1
3.3
-73.975677
40.7491
1
N
-73.973648
40.783691
1
12
0.5
0.5
2.66
0
0.3
15.96
2
2016-01-01 00:00:22
2016-01-01 00:13:37
6
2.94
-73.949692
40.784618
1
N
-73.971031
40.751019
2
12
0.5
0.5
0
0
0.3
13.3
2
2016-01-01 00:00:22
2016-01-01 00:13:58
2
5.23
-73.98185
40.716881
1
N
-73.96933
40.769379
2
17.5
0.5
0.5
0
0
0.3
18.8
1
2016-01-01 00:00:26
2016-01-01 00:07:41
1
1.3
-73.965881
40.688564
1
N
-73.962692
40.671928
1
7.5
0.5
0.5
1.75
0
0.3
10.55
1
2016-01-01 00:00:27
2016-01-01 00:17:41
1
4.7
-73.995865
40.767773
1
N
-74.009605
40.709927
1
17
0.5
0.5
2
0
0.3
20.3
2
2016-01-01 00:00:27
2016-01-01 00:08:40
1
0.83
-73.978767
40.745106
1
N
-73.99221
40.74931
2
7
0.5
0.5
0
0
0.3
8.3
1
2016-01-01 00:00:28
2016-01-01 00:22:51
1
15.4
-73.976501
40.733562
1
N
-73.854263
40.891788
1
41.5
0.5
0.5
8.55
0
0.3
51.35
2
2016-01-01 00:00:29
2016-01-01 00:08:45
3
1.64
-73.969376
40.785236
1
N
-73.945564
40.777981
1
8.5
0.5
0.5
0
0
0.3
9.8
1
2016-01-01 00:00:30
2016-01-01 00:15:47
1
5.1
-73.990585
40.74588
1
N
-73.969887
40.801266
1
17.5
0.5
0.5
2.82
0
0.3
21.62
2
2016-01-01 00:00:30
2016-01-01 00:18:25
1
1.1
-73.974342
40.75666
1
N
-73.981483
40.753716
2
11.5
0.5
0.5
0
0
0.3
12.8
2
2016-01-01 00:00:30
2016-01-01 00:03:06
1
0.35
-73.992348
40.743439
1
N
-73.996422
40.746063
1
4
0.5
0.5
1.59
0
0.3
6.89
1
2016-01-01 00:00:31
2016-01-01 00:03:57
1
1.3
-73.933525
40.802929
1
N
-73.945671
40.785984
2
5.5
0.5
0.5
0
0
0.3
6.8
2
2016-01-01 00:00:32
2016-01-01 00:27:02
5
7.25
-73.972954
40.755718
1
N
-73.978813
40.684551
2
26
0.5
0.5
0
0
0.3
27.3
2
2016-01-01 00:00:32
2016-01-01 00:13:20
5
3.6
-73.996948
40.720501
1
N
-73.958183
40.72179
1
13.5
0.5
0.5
2.96
0
0.3
17.76
2
2016-01-01 00:00:32
2016-01-01 00:09:37
6
0.32
-73.993759
40.751621
1
N
-73.990868
40.756088
1
7
0.5
0.5
0
0
0.3
8.3
1
2016-01-01 00:00:34
2016-01-01 00:10:36
1
3.7
-73.978317
40.76318
1
N
-73.921608
40.741375
1
13
0.5
0.5
5.7
0
0.3
20
2
2016-01-01 00:00:36
2016-01-01 00:10:02
1
1.61
-73.963753
40.77116
1
N
-73.975601
40.752739
2
8.5
0.5
0.5
0
0
0.3
9.8
1
2016-01-01 00:00:37
2016-01-01 00:06:01
1
1.2
-73.976021
40.74456
1
N
-73.966492
40.753662
1
6.5
0.5
0.5
2.3
0
0.3
10.1
1
2016-01-01 00:00:38
2016-01-01 00:17:25
1
8.8
-73.976791
40.7337
1
N
-73.892143
40.750725
1
26
0.5
0.5
5.45
0
0.3
32.75
2
2016-01-01 00:00:38
2016-01-01 00:34:04
1
14.04
-73.984283
40.748058
1
N
-73.992088
40.609177
2
42
0.5
0.5
0
0
0.3
43.3
1
2016-01-01 00:00:39
2016-01-01 00:08:41
1
2.2
-73.969872
40.768509
1
N
-73.949348
40.787766
2
9
0.5
0.5
0
0
0.3
10.3
1
2016-01-01 00:00:40
2016-01-01 00:14:03
1
4.3
-73.966179
40.762222
1
N
-73.897758
40.743141
2
15.5
0.5
0.5
0
0
0.3
16.8
1
2016-01-01 00:00:40
2016-01-01 00:11:05
2
1.3
-74.004379
40.742252
1
N
-73.984222
40.738197
1
8.5
0.5
0.5
1
0
0.3
10.8
2
2016-01-01 00:00:40
2016-01-01 00:07:33
1
1.03
-73.991333
40.723892
1
N
-73.983688
40.721516
2
6.5
0.5
0.5
0
0
0.3
7.8
2
2016-01-01 00:00:41
2016-01-01 00:00:46
5
0
0
0
3
N
0
0
2
20
0.5
0
0
0
0.3
20.8
2
2016-01-01 00:00:44
2016-01-01 00:05:15
1
1.1
-73.974159
40.795731
1
N
-73.962517
40.804932
1
6
0.5
0.5
1
0
0.3
8.3
2
2016-01-01 00:00:45
2016-01-01 00:09:17
6
1.85
-73.994202
40.726471
1
N
-74.014748
40.716202
2
8.5
0.5
0.5
0
0
0.3
9.8
2
2016-01-01 00:00:47
2016-01-01 00:12:38
1
1.43
-73.989639
40.734398
1
N
-73.97879
40.724113
2
7.5
0.5
0.5
0
0
0.3
8.8
2
2016-01-01 00:00:47
2016-01-01 00:18:25
1
4.93
-74.00148
40.72744
1
N
-73.956451
40.76815
1
17.5
0.5
0.5
3.76
0
0.3
22.56
1
2016-01-01 00:00:48
2016-01-01 00:03:38
1
0.8
-73.979156
40.740509
1
N
-73.988525
40.734646
1
4.5
0.5
0.5
1.45
0
0.3
7.25
1
2016-01-01 00:00:49
2016-01-01 00:13:15
2
8.7
-73.953926
40.766945
1
N
-73.924461
40.861393
1
25
0.5
0.5
0
0
0.3
26.3
2
2016-01-01 00:00:49
2016-01-01 00:09:01
1
1.22
-73.98214
40.771687
1
N
-73.974457
40.762486
2
7.5
0.5
0.5
0
0
0.3
8.8
2
2016-01-01 00:00:50
2016-01-01 00:19:47
2
11.87
-73.780823
40.645184
1
N
-73.890846
40.743008
1
33
0.5
0.5
8.58
0
0.3
42.88
2
2016-01-01 00:00:50
2016-01-01 00:06:29
6
0.72
-73.997398
40.720749
1
N
-73.999184
40.727905
1
5.5
0.5
0.5
1.36
0
0.3
8.16
1
2016-01-01 00:00:52
2016-01-01 00:29:50
2
3.1
-73.984047
40.75528
1
N
-73.995148
40.720634
1
19.5
0.5
0.5
4.15
0
0.3
24.95
1
2016-01-01 00:00:52
2016-01-01 00:08:00
3
1.8
-73.983871
40.742409
1
N
-74.002365
40.726349
2
8
0.5
0.5
0
0
0.3
9.3
2
2016-01-01 00:00:52
2016-01-01 00:11:18
1
2.5
-73.99575
40.744091
1
N
-74.00975
40.712761
2
10.5
0.5
0.5
0
0
0.3
11.8
1
2016-01-01 00:00:53
2016-01-01 00:22:27
1
4.9
-73.985085
40.747166
1
N
-73.958038
40.717491
1
19
0.5
0.5
1.7
0
0.3
22
2
2016-01-01 00:00:54
2016-01-01 00:08:43
1
1.53
-73.971001
40.797642
1
N
-73.953697
40.78513
1
8
0.5
0.5
1.86
0
0.3
11.16
1
2016-01-01 00:00:55
2016-01-01 00:17:14
1
1.1
-73.984154
40.764858
1
N
-73.978027
40.762936
2
11
0.5
0.5
0
0
0.3
12.3
2
2016-01-01 00:00:55
2016-01-01 00:28:34
4
15.64
-73.78714
40.644051
1
N
-73.948425
40.730736
2
44
0.5
0.5
0
0
0.3
45.3
1
2016-01-01 00:00:56
2016-01-01 00:17:24
1
5.7
-73.987724
40.750568
1
N
-74.035568
40.713573
1
18
0.5
0.5
8
10.5
0.3
37.8
2
2016-01-01 00:00:57
2016-01-01 00:10:48
6
2.56
-73.979652
40.776119
1
N
-73.964684
40.806755
1
10.5
0.5
0.5
2.36
0
0.3
14.16
2
2016-01-01 00:01:00
2016-01-01 00:18:06
3
15.25
-73.781807
40.644863
1
N
-73.937973
40.726326
1
40.5
0.5
0.5
0
0
0.3
41.8
2
2016-01-01 00:01:01
2016-01-01 00:07:49
5
1.65
-73.965279
40.801041
1
N
-73.947479
40.81517
2
7.5
0.5
0.5
0
0
0.3
8.8
2
2016-01-01 00:01:01
2016-01-01 00:13:08
6
7.85
-73.97963
40.743256
1
N
-73.911873
40.764629
1
22.5
0.5
0.5
5.87
5.54
0.3
35.21
2
2016-01-01 00:01:03
2016-01-01 00:20:29
2
1.28
-73.984421
40.767239
1
N
-73.9786
40.754261
2
11.5
0.5
0.5
0
0
0.3
12.8
2
2016-01-01 00:01:06
2016-01-01 00:26:34
1
3.18
-74.010994
40.708874
1
N
-73.988052
40.749321
2
17
0.5
0.5
0
0
0.3
18.3
2
2016-01-01 00:01:06
2016-01-01 00:04:38
1
0.56
-73.980743
40.74691
1
N
-73.990868
40.75116
2
4.5
0.5
0.5
0
0
0.3
5.8
2
2016-01-01 00:01:07
2016-01-01 00:05:04
2
0.94
-73.991974
40.726479
1
N
-74.003082
40.72205
2
5
0.5
0.5
0
0
0.3
6.3
1
2016-01-01 00:01:08
2016-01-01 00:19:36
1
3.2
-74.002136
40.760639
1
N
-73.972893
40.74345
1
14.5
0.5
0.5
3.15
0
0.3
18.95
1
2016-01-01 00:01:08
2016-01-01 00:17:13
1
2.7
-73.994972
40.760235
1
N
-74.001526
40.735855
1
13
0.5
0.5
4.25
0
0.3
18.55
1
2016-01-01 00:01:08
2016-01-01 00:23:22
1
5
-74.002266
40.73037
1
N
-73.951683
40.773499
1
19.5
0.5
0.5
4.5
0
0.3
25.3
1
2016-01-01 00:01:09
2016-01-01 00:06:37
2
1.6
-73.980827
40.77964
1
N
-73.971413
40.798588
1
6.5
0.5
0.5
1.55
0
0.3
9.35
2
2016-01-01 00:01:09
2016-01-01 00:05:23
1
0.58
-73.998077
40.737968
1
N
-74.004128
40.74279
1
5
0.5
0.5
1.26
0
0.3
7.56
1
2016-01-01 00:01:10
2016-01-01 00:36:55
2
6
-73.999443
40.729836
1
N
-73.96418
40.803154
1
25.5
0.5
0.5
5.36
0
0.3
32.16
2
2016-01-01 00:01:10
2016-01-01 00:08:00
5
2.51
-73.932709
40.752861
1
N
-73.963615
40.757641
2
9.5
0.5
0.5
0
0
0.3
10.8