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
2015-01-15 19:05:39
2015-01-15 19:23:42
1
1.59
-73.993896
40.750111
1
N
-73.974785
40.750618
1
12
1
0.5
3.25
0
0.3
17.05
1
2015-01-10 20:33:38
2015-01-10 20:53:28
1
3.3
-74.001648
40.724243
1
N
-73.994415
40.759109
1
14.5
0.5
0.5
2
0
0.3
17.8
1
2015-01-10 20:33:38
2015-01-10 20:43:41
1
1.8
-73.963341
40.802788
1
N
-73.95182
40.824413
2
9.5
0.5
0.5
0
0
0.3
10.8
1
2015-01-10 20:33:39
2015-01-10 20:35:31
1
0.5
-74.009087
40.713818
1
N
-74.004326
40.719986
2
3.5
0.5
0.5
0
0
0.3
4.8
1
2015-01-10 20:33:39
2015-01-10 20:52:58
1
3
-73.971176
40.762428
1
N
-74.004181
40.742653
2
15
0.5
0.5
0
0
0.3
16.3
1
2015-01-10 20:33:39
2015-01-10 20:53:52
1
9
-73.874374
40.774048
1
N
-73.986977
40.758194
1
27
0.5
0.5
6.7
5.33
0.3
40.33
1
2015-01-10 20:33:39
2015-01-10 20:58:31
1
2.2
-73.983276
40.726009
1
N
-73.99247
40.749634
2
14
0.5
0.5
0
0
0.3
15.3
1
2015-01-10 20:33:39
2015-01-10 20:42:20
3
0.8
-74.002663
40.734142
1
N
-73.99501
40.726326
1
7
0.5
0.5
1.66
0
0.3
9.96
1
2015-01-10 20:33:39
2015-01-10 21:11:35
3
18.2
-73.783043
40.644356
2
N
-73.987595
40.759357
2
52
0
0.5
0
5.33
0.3
58.13
1
2015-01-10 20:33:40
2015-01-10 20:40:44
2
0.9
-73.985588
40.767948
1
N
-73.985916
40.759365
1
6.5
0.5
0.5
1.55
0
0.3
9.35
1
2015-01-10 20:33:40
2015-01-10 20:41:39
1
0.9
-73.988617
40.723103
1
N
-74.004395
40.728584
1
7
0.5
0.5
1.66
0
0.3
9.96
1
2015-01-10 20:33:41
2015-01-10 20:43:26
1
1.1
-73.993782
40.751419
1
N
-73.967407
40.757217
1
7.5
0.5
0.5
1
0
0.3
9.8
1
2015-01-10 20:33:41
2015-01-10 20:35:23
1
0.3
-74.008362
40.704376
1
N
-74.009773
40.707726
2
3
0.5
0.5
0
0
0.3
4.3
1
2015-01-10 20:33:41
2015-01-10 21:03:04
1
3.1
-73.973946
40.760448
1
N
-73.997345
40.73521
1
19
0.5
0.5
3
0
0.3
23.3
1
2015-01-10 20:33:41
2015-01-10 20:39:23
1
1.1
-74.006721
40.731777
1
N
-73.995216
40.739895
2
6
0.5
0.5
0
0
0.3
7.3
2
2015-01-15 19:05:39
2015-01-15 19:32:00
1
2.38
-73.976425
40.739811
1
N
-73.983978
40.757889
1
16.5
1
0.5
4.38
0
0.3
22.68
2
2015-01-15 19:05:40
2015-01-15 19:21:00
5
2.83
-73.968704
40.754246
1
N
-73.955124
40.786858
2
12.5
1
0.5
0
0
0.3
14.3
2
2015-01-15 19:05:40
2015-01-15 19:28:18
5
8.33
-73.86306
40.769581
1
N
-73.952713
40.785782
1
26
1
0.5
8.08
5.33
0.3
41.21
2
2015-01-15 19:05:41
2015-01-15 19:20:36
1
2.37
-73.945541
40.779423
1
N
-73.98085
40.786083
1
11.5
1
0.5
0
0
0.3
13.3
2
2015-01-15 19:05:41
2015-01-15 19:20:22
2
7.13
-73.874458
40.77401
1
N
-73.952377
40.71859
1
21.5
1
0.5
4.5
0
0.3
27.8
2
2015-01-15 19:05:41
2015-01-15 19:31:00
1
3.6
-73.976601
40.751896
1
N
-73.998924
40.714596
2
17.5
1
0.5
0
0
0.3
19.3
2
2015-01-15 19:05:41
2015-01-15 19:10:22
1
0.89
-73.994957
40.745079
1
N
-73.999939
40.73465
1
5.5
1
0.5
1.62
0
0.3
8.92
2
2015-01-15 19:05:41
2015-01-15 19:10:55
1
0.96
-74.000938
40.747063
1
N
-74.003563
40.735512
1
5.5
1
0.5
1.3
0
0.3
8.6
2
2015-01-15 19:05:41
2015-01-15 19:12:36
2
1.25
-74.002777
40.717892
1
N
-74.007919
40.70422
1
6.5
1
0.5
1.5
0
0.3
9.8
2
2015-01-15 19:05:41
2015-01-15 19:22:11
5
2.11
-73.997459
40.736362
1
N
-73.978172
40.761856
1
11.5
1
0.5
2.5
0
0.3
15.8
2
2015-01-15 19:05:41
2015-01-15 19:14:05
5
1.15
-73.952278
40.823994
1
N
-73.953339
40.811089
1
7.5
1
0.5
1.7
0
0.3
11
2
2015-01-15 19:05:42
2015-01-15 19:16:18
1
1.53
-73.991127
40.75008
1
N
-73.988609
40.73489
2
9
1
0.5
0
0
0.3
10.8
2
2015-01-15 19:05:42
2015-01-15 19:49:07
1
18.06
-73.786575
40.644127
2
N
-73.985603
40.74353
1
52
0
0.5
6
5.33
0.3
64.13
2
2015-01-15 19:05:42
2015-01-15 19:18:33
1
1.76
-73.993668
40.741447
1
N
-73.994514
40.757721
1
10
1
0.5
2.36
0
0.3
14.16
2
2015-01-15 19:05:42
2015-01-15 19:21:40
6
5.19
-73.985291
40.744083
1
N
-74.009079
40.704689
1
17.5
1
0.5
3.7
0
0.3
23
2
2015-01-15 19:05:42
2015-01-15 19:14:23
1
1.38
-73.969772
40.78561
1
N
-73.950706
40.774681
1
7.5
1
0.5
1.7
0
0.3
11
2
2015-01-15 19:05:43
2015-01-15 19:05:44
2
0.01
0
0
5
N
0
0
1
60
0
0
0
0
0.3
60.3
2
2015-01-15 19:05:43
2015-01-15 19:17:43
2
2.23
-73.985092
40.756989
1
N
-73.984879
40.780151
1
10
1
0.5
2.2
0
0.3
14
2
2015-01-15 19:05:43
2015-01-15 19:15:17
1
1.56
-73.966164
40.762161
1
N
-73.95005
40.776253
1
8
1
0.5
1.8
0
0.3
11.6
2
2015-01-15 19:05:43
2015-01-15 19:15:09
5
1.57
-73.978424
40.746208
1
N
-73.980217
40.728542
1
8
1
0.5
1.8
0
0.3
11.6
2
2015-01-15 19:05:44
2015-01-15 19:17:44
1
2.92
-73.998352
40.720032
1
N
-73.955826
40.715599
1
12.5
1
0.5
2.7
0
0.3
17
1
2015-01-10 19:12:21
2015-01-10 19:31:33
1
2.9
-74.003052
40.727718
1
N
-73.976036
40.763969
2
13.5
0
0.5
0
0
0.3
14.3
1
2015-01-10 19:12:21
2015-01-10 19:46:08
1
16.4
-73.977097
40.763172
2
N
-73.79071
40.644276
1
52
0
0.5
10
0
0.3
62.8
2
2015-01-25 00:13:04
2015-01-25 00:13:18
1
0.02
-73.994812
40.727741
1
N
-73.996941
40.725559
2
2.5
0.5
0.5
0
0
0.3
3.8
2
2015-01-25 00:13:05
2015-01-25 00:29:11
1
1.73
-73.985939
40.726765
1
N
-74.006546
40.737865
2
11
0.5
0.5
0
0
0.3
12.3
2
2015-01-25 00:13:05
2015-01-25 00:25:43
1
2.25
-73.979988
40.743275
1
N
-74.008087
40.739056
1
10.5
0.5
0.5
2.36
0
0.3
14.16
2
2015-01-25 00:13:05
2015-01-25 00:25:50
1
3.53
-73.988968
40.72168
1
N
-73.978729
40.76247
2
12.5
0.5
0.5
0
0
0.3
13.8
2
2015-01-25 00:13:06
2015-01-25 00:23:26
1
2.01
-73.948685
40.78236
1
N
-73.957085
40.801991
1
9.5
0.5
0.5
2.16
0
0.3
12.96
2
2015-01-25 00:13:06
2015-01-25 00:24:51
1
3.37
-73.945511
40.773724
1
N
-73.987434
40.755707
1
12.5
0.5
0.5
0
0
0.3
13.8
2
2015-01-25 00:13:06
2015-01-25 00:22:20
1
1.35
-73.933945
40.762852
1
N
-73.917023
40.770947
1
8
0.5
0.5
0.7
0
0.3
10
2
2015-01-25 00:13:06
2015-01-25 00:18:30
1
1.18
-73.983025
40.767818
1
N
-73.968307
40.763149
1
6
0.5
0.5
1.8
0
0.3
9.1
2
2015-01-25 00:13:06
2015-01-25 00:21:15
5
2.05
-73.990959
40.734821
1
N
-73.99073
40.755371
1
8.5
0.5
0.5
1.96
0
0.3
11.76
2
2015-01-25 00:13:06
2015-01-25 00:34:32
1
3.05
-73.991638
40.727089
1
N
-73.951714
40.714779
1
16.5
0.5
0.5
5.34
0
0.3
23.14
2
2015-01-25 00:13:07
2015-01-25 00:27:08
4
3.06
-73.992638
40.723793
1
N
-73.96405
40.756866
1
12.5
0.5
0.5
2.76
0
0.3
16.56
2
2015-01-25 00:13:07
2015-01-25 00:15:39
1
0.49
-73.98616
40.759949
1
N
-73.983604
40.763939
2
4
0.5
0.5
0
0
0.3
5.3
2
2015-01-25 00:13:07
2015-01-25 00:24:59
1
2.6
-73.948479
40.782478
1
N
-73.971535
40.800339
1
11
0.5
0.5
1.5
0
0.3
13.8
2
2015-01-25 00:13:07
2015-01-25 00:41:19
1
6.17
-74.001633
40.740936
1
N
-73.919807
40.74308
1
24
0.5
0.5
2.7
0
0.3
28
2
2015-01-25 00:13:08
2015-01-25 00:34:57
1
3.72
-73.975342
40.789879
1
N
-74.005043
40.741192
1
16.5
0.5
0.5
3.56
0
0.3
21.36
2
2015-01-25 00:13:08
2015-01-25 00:18:57
1
1.1
-73.979881
40.746246
1
N
-73.987663
40.732674
2
6
0.5
0.5
0
0
0.3
7.3
2
2015-01-25 00:13:09
2015-01-25 00:21:38
2
2.63
-73.992828
40.701485
1
N
-73.992905
40.719978
1
10.5
0.5
0.5
2.36
0
0.3
14.16
2
2015-01-25 00:13:09
2015-01-25 00:22:51
2
2.22
-73.992531
40.724461
1
N
-74.010895
40.703266
1
9.5
0.5
0.5
2.7
0
0.3
13.5
2
2015-01-25 00:13:09
2015-01-25 00:20:30
1
1.79
-73.955688
40.772469
1
N
-73.97438
40.756672
1
8
0.5
0.5
2.79
0
0.3
12.09
2
2015-01-25 00:13:09
2015-01-25 00:24:28
1
1.14
-73.993111
40.724289
1
N
-74.000977
40.735222
1
8.5
0.5
0.5
1.96
0
0.3
11.76
2
2015-01-25 00:13:09
2015-01-25 01:02:40
1
10.2
-73.997612
40.762241
1
N
-73.908577
40.690048
2
39
0.5
0.5
0
0
0.3
40.3
2
2015-01-04 13:44:51
2015-01-04 13:53:27
5
1.48
-73.986351
40.759377
1
N
-73.996246
40.746712
1
7.5
0
0.5
1.5
0
0.3
9.8
2
2015-01-04 13:44:51
2015-01-04 13:45:03
1
0.03
-73.944511
40.794567
1
N
-73.944702
40.794334
2
2.5
0
0.5
0
0
0.3
3.3
1
2015-01-04 13:44:52
2015-01-04 13:56:49
1
2.5
0
0
1
N
0
0
1
11
0
0.5
2.35
0
0
14.15
2
2015-01-04 13:44:52
2015-01-04 13:46:38
1
0.36
-73.991249
40.765461
1
N
-73.987534
40.76841
2
3.5
0
0.5
0
0
0.3
4.3
2
2015-01-04 13:44:52
2015-01-04 13:56:58
3
3.14
-73.977943
40.684872
1
N
-73.99649
40.72551
1
12.5
0
0.5
2.5
0
0.3
15.8
2
2015-01-04 13:44:52
2015-01-04 13:53:17
1
1.14
-73.990952
40.750809
1
N
-73.979408
40.741261
1
7
0
0.5
1.4
0
0.3
9.2
2
2015-01-04 13:44:52
2015-01-04 14:04:23
1
8.98
-73.871002
40.773792
1
N
-73.961365
40.770042
1
27
0
0.5
0
5.33
0.3
33.13
2
2015-01-04 13:44:52
2015-01-04 13:49:03
1
0.85
0
0
1
N
0
0
2
5.5
0
0.5
0
0
0.3
6.3
1
2015-01-04 13:44:53
2015-01-04 13:49:40
2
0.7
-73.994736
40.740093
1
N
-73.998314
40.736244
2
5
0
0.5
0
0
0
5.8
1
2015-01-04 13:44:53
2015-01-04 13:51:53
3
1.5
-74.014206
40.71209
1
N
-74.001099
40.724129
2
7.5
0
0.5
0
0
0
8.3
2
2015-01-04 13:44:53
2015-01-04 13:55:07
2
1.26
-73.979553
40.766266
1
N
-73.983383
40.755314
2
8.5
0
0.5
0
0
0.3
9.3
2
2015-01-04 13:44:53
2015-01-04 13:51:26
1
1.56
-73.957787
40.774586
1
N
-73.972237
40.756886
1
7
0
0.5
1
0
0.3
8.8
1
2015-01-04 13:44:54
2015-01-04 13:53:36
1
1.5
-73.969406
40.798588
1
N
-73.971886
40.78194
1
8
0
0.5
1.75
0
0
10.55
1
2015-01-04 13:44:54
2015-01-04 13:50:29
1
1.1
-73.967979
40.802135
1
N
-73.977684
40.787266
1
6.5
0
0.5
2
0
0
9.3
1
2015-01-04 13:44:54
2015-01-04 13:47:15
1
0.5
-73.962517
40.770039
1
N
-73.967735
40.762856
1
4
0
0.5
1
0
0
5.8
2
2015-01-04 13:44:54
2015-01-04 14:02:23
2
8.79
-73.964203
40.773369
1
N
-73.870636
40.773834
1
26
0
0.5
4
5.33
0.3
36.13
2
2015-01-04 13:44:54
2015-01-04 13:53:15
1
1.39
-73.986252
40.730438
1
N
-73.991219
40.742168
2
7.5
0
0.5
0
0
0.3
8.3
2
2015-01-15 14:00:41
2015-01-15 14:11:18
1
1.64
-73.983727
40.746342
1
N
-73.966797
40.761406
2
8.5
0
0.5
0
0
0.3
9.3
2
2015-01-15 14:00:41
2015-01-15 14:19:26
1
1.53
-73.995781
40.732941
1
N
-73.991074
40.750381
2
12
0
0.5
0
0
0.3
12.8
2
2015-01-15 14:00:41
2015-01-15 14:31:42
5
7.48
-73.870819
40.773701
1
N
-73.968697
40.76268
2
27
0
0.5
0
0
0.3
27.8
2
2015-01-15 14:00:41
2015-01-15 14:13:48
1
3
-73.964272
40.773022
1
N
-73.965775
40.804668
2
12
0
0.5
0
0
0.3
12.8
2
2015-01-15 14:00:42
2015-01-15 14:05:01
1
0.67
-73.970932
40.795921
1
N
-73.970169
40.789124
1
5
0
0.5
1
0
0.3
6.8
2
2015-01-15 14:00:42
2015-01-15 14:20:40
1
1.51
-73.972122
40.759029
1
N
-73.990936
40.755737
1
13
0
0.5
2.6
0
0.3
16.4
2
2015-01-15 14:00:42
2015-01-15 14:05:16
2
0.85
-73.980568
40.765652
1
N
-73.973045
40.75827
2
5.5
0
0.5
0
0
0.3
6.3
2
2015-01-15 14:00:43
2015-01-15 14:58:40
1
15.2
-73.801262
40.667728
2
N
-73.993355
40.756001
1
52
0
0.5
14.33
5.33
0.3
72.46
2
2015-01-15 14:00:43
2015-01-15 14:41:50
3
9.96
-73.990959
40.745342
1
N
-73.973602
40.632481
2
35.5
0
0.5
0
0
0.3
36.3
2
2015-01-15 14:00:44
2015-01-15 14:04:55
1
0.76
-73.963516
40.771561
1
N
-73.952988
40.772461
1
5
0
0.5
1
0
0.3
6.8
2
2015-01-15 14:00:44
2015-01-15 14:04:06
1
0.38
-73.991386
40.770168
1
N
-73.989784
40.774738
2
4
0
0.5
0
0
0.3
4.8
2
2015-01-15 14:00:45
2015-01-15 14:05:40
2
0.63
-73.954269
40.778271
1
N
-73.956276
40.784046
1
5
0
0.5
1
0
0.3
6.8
2
2015-01-15 14:00:45
2015-01-15 14:39:09
1
12.63
-73.788528
40.647785
1
N
-73.977882
40.68964
1
40
0
0.5
12
0
0.3
52.8
2
2015-01-15 14:00:45
2015-01-15 14:10:24
1
1.2
-73.994003
40.75135
1
N
-73.981354
40.761124
2
8.5
0
0.5
0
0
0.3
9.3
2
2015-01-15 14:00:45
2015-01-15 14:16:31
2
1.18
-74.006416
40.739655
1
N
-73.989914
40.738396
1
10.5
0
0.5
2.1
0
0.3
13.4
2
2015-01-15 14:00:45
2015-01-15 14:47:12
1
10.89
-74.006409
40.739765
1
N
-73.871193
40.774212
1
40.5
0
0.5
9.17
5.33
0.3
55.8
2
2015-01-15 14:00:46
2015-01-15 14:41:54
6
10.39
-73.993095
40.747257
1
N
-73.86483
40.770321
1
38
0
0.5
10.83
5.33
0.3
54.96
2
2015-01-15 14:00:46
2015-01-15 14:33:02
5
2.96
-73.96273
40.77417
1
N
-73.993332
40.74987
2
20.5
0
0.5
0
0
0.3
21.3
2
2015-01-15 14:00:46
2015-01-15 14:10:09
1
1.18
-73.982559
40.773201
1
N
-73.964127
40.764709
1
8
0
0.5
1.6
0
0.3
10.4
2
2015-01-15 14:00:46
2015-01-15 14:14:51
1
1.62
-73.976181
40.751205
1
N
-73.986374
40.766586
1
10.5
0
0.5
2.1
0
0.3
13.4
2
2015-01-15 14:00:47
2015-01-15 14:16:01
1
1.56
-73.959274
40.774376
1
N
-73.976395
40.762939
2
10.5
0
0.5
0
0
0.3
11.3
2
2015-01-15 14:00:47
2015-01-15 14:23:36
5
4.96
-73.972862
40.743523
1
N
-73.914124
40.764969
2
19
0
0.5
0
0
0.3
19.8
1
2015-01-26 12:41:08
2015-01-26 12:48:47
2
1
-73.966637
40.804657
1
N
-73.954407
40.808372
1
7
0
0.5
1.55
0
0.3
9.35
1
2015-01-26 12:41:09
2015-01-26 12:55:10
1
4.3
-73.966644
40.804417
1
N
-73.991127
40.76107
2
15.5
0
0.5
0
0
0.3
16.3