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train · 1.93M rows

Unnamed: 0.1 int64	Unnamed: 0 int64	VendorID int64	tpep_pickup_datetime string	tpep_dropoff_datetime string	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 null	airport_fee null
0	0	1	2015-01-01 00:11:33	2015-01-01 00:16:48	1	1	1	N	41	166	1	5.7	0.5	0.5	1.4	0	0	8.4	null	null
1	1	1	2015-01-01 00:18:24	2015-01-01 00:24:20	1	0.9	1	N	166	238	3	6	0.5	0.5	0	0	0	7.3	null	null
2	2	1	2015-01-01 00:26:19	2015-01-01 00:41:06	1	3.5	1	N	238	162	1	13.2	0.5	0.5	2.9	0	0	17.4	null	null
3	3	1	2015-01-01 00:45:26	2015-01-01 00:53:20	1	2.1	1	N	162	263	1	8.2	0.5	0.5	2.37	0	0	11.87	null	null
4	4	1	2015-01-01 00:59:21	2015-01-01 01:05:24	1	1	1	N	236	141	3	6	0.5	0.5	0	0	0	7.3	null	null
5	5	1	2015-01-01 00:07:31	2015-01-01 00:11:32	1	0.8	1	N	239	238	2	5	0.5	0.5	0	0	0	6.3	null	null
6	6	1	2015-01-01 00:47:08	2015-01-01 00:54:50	1	1.1	1	N	238	239	2	7	0.5	0.5	0	0	0	8.3	null	null
7	7	1	2015-01-01 00:58:04	2015-01-01 01:11:56	1	2.9	1	N	238	42	1	12.2	0.5	0.5	2.7	0	0	16.2	null	null
8	8	1	2015-01-01 00:29:25	2015-01-01 00:37:25	2	1.3	1	N	90	125	2	7	0.5	0.5	0	0	0	8.3	null	null
9	9	1	2015-01-01 00:39:02	2015-01-01 01:02:37	2	4.3	1	N	125	141	2	18	0.5	0.5	0	0	0	19.3	null	null
10	10	1	2015-01-01 00:06:44	2015-01-01 00:12:37	2	0.8	1	N	246	50	2	5.5	0.5	0.5	0	0	0	6.8	null	null
11	11	1	2015-01-01 00:47:48	2015-01-01 01:03:18	1	2.7	1	N	246	79	1	11.7	0.5	0.5	1.8	0	0	14.8	null	null
12	12	1	2015-01-01 00:29:23	2015-01-01 00:38:26	1	2.6	1	N	264	263	2	10	0.5	0.5	0	0	0	11.3	null	null
13	13	1	2015-01-01 00:39:52	2015-01-01 00:42:49	1	0.5	1	N	263	140	1	4	0.5	0.5	1.05	0	0	6.35	null	null
14	14	1	2015-01-01 00:57:41	2015-01-01 01:10:45	1	0.4	1	N	161	162	2	9	0.5	0.5	0	0	0	10.3	null	null
15	15	1	2015-01-01 00:02:53	2015-01-01 00:16:28	1	5.4	1	N	164	88	1	17.7	0.5	0.5	0	0	0	19	null	null
16	16	1	2015-01-01 00:18:38	2015-01-01 00:34:33	1	3.4	1	N	88	158	1	13.2	0.5	0.5	2.9	0	0	17.4	null	null
17	17	1	2015-01-01 00:35:34	2015-01-01 00:58:57	1	4.4	1	N	158	145	1	18.2	0.5	0.5	3	5.33	0	27.83	null	null
18	18	2	2015-01-01 00:16:45	2015-01-01 00:22:53	1	1.18	1	N	151	239	2	6.5	0.5	0.5	0	0	0.3	7.8	null	null
19	19	2	2015-01-01 00:35:52	2015-01-01 00:55:51	1	2.29	1	N	142	161	2	13.5	0.5	0.5	0	0	0.3	14.8	null	null
20	20	1	2015-01-01 00:23:14	2015-01-01 00:34:15	1	0.4	1	N	50	50	2	7.5	0.5	0.5	0	0	0	8.8	null	null
21	21	1	2015-01-01 00:34:39	2015-01-01 00:52:13	1	3.9	1	N	50	13	2	15.5	0.5	0.5	0	0	0	16.8	null	null
22	22	1	2015-01-01 00:55:44	2015-01-01 01:00:34	1	0.9	1	N	13	125	2	5.5	0.5	0.5	0	0	0	6.8	null	null
23	23	1	2015-01-01 00:18:05	2015-01-01 00:37:14	2	2.9	1	N	162	239	1	14.5	0.5	0.5	3.15	0	0	18.95	null	null
24	24	1	2015-01-01 00:38:32	2015-01-01 00:42:19	2	0.6	1	N	239	142	2	4.5	0.5	0.5	0	0	0	5.8	null	null
25	25	1	2015-01-01 00:44:34	2015-01-01 01:16:15	1	8.8	1	N	142	65	1	30.5	0.5	0.5	7.95	0	0	39.75	null	null
26	26	1	2015-01-01 00:21:34	2015-01-01 00:25:10	2	0.6	1	N	79	224	1	4.5	0.5	0.5	1	0	0	6.8	null	null
27	27	1	2015-01-01 00:28:18	2015-01-01 00:46:45	4	4.7	1	N	107	239	1	17	0.5	0.5	3.65	0	0	21.95	null	null
28	28	1	2015-01-01 00:48:46	2015-01-01 00:52:58	1	0.9	1	N	239	238	1	5.5	0.5	0.5	0	0	0	6.8	null	null
29	29	1	2015-01-01 00:03:02	2015-01-01 00:10:14	1	1	1	N	158	249	2	6.5	0.5	0.5	0	0	0	7.8	null	null
30	30	1	2015-01-01 00:11:14	2015-01-01 00:11:34	1	0	1	N	114	114	2	2.5	0.5	0.5	0	0	0	3.8	null	null
31	31	1	2015-01-01 00:19:23	2015-01-01 00:38:24	1	7.7	1	Y	231	236	1	23.7	0.5	0.5	5	0	0	30	null	null
32	32	1	2015-01-01 00:40:19	2015-01-01 00:49:24	1	1.6	1	N	236	238	2	8.5	0.5	0.5	0	0	0	9.8	null	null
33	33	1	2015-01-01 00:51:31	2015-01-01 01:04:11	1	2	1	N	238	236	2	10.5	0.5	0.5	0	0	0	11.8	null	null
34	34	2	2015-01-01 00:30:49	2015-01-01 00:46:27	1	3.79	1	N	237	7	2	14.5	0.5	0.5	0	0	0.3	15.8	null	null
35	35	1	2015-01-01 00:08:28	2015-01-01 00:11:53	1	0.5	1	N	239	142	1	4.2	0.5	0.5	1	0	0	6.5	null	null
36	36	1	2015-01-01 00:15:51	2015-01-01 00:39:16	2	1.7	1	N	142	161	1	14.7	0.5	0.5	4	0	0	20	null	null
37	37	1	2015-01-01 00:45:13	2015-01-01 00:55:42	1	1.8	1	N	162	141	1	9.2	0.5	0.5	5.88	0	0	16.38	null	null
38	38	1	2015-01-01 00:46:48	2015-01-01 00:53:27	1	0.8	1	N	246	48	2	6	0.5	0.5	0	0	0	7.3	null	null
39	39	1	2015-01-01 00:26:13	2015-01-01 00:38:27	1	3	1	N	237	146	2	12	0.5	0.5	0	0	0	13.3	null	null
40	40	1	2015-01-01 00:46:03	2015-01-01 01:02:37	2	4.1	1	N	237	166	1	15	0.5	0.5	3.25	0	0	19.55	null	null
41	41	2	2015-01-01 00:24:14	2015-01-01 00:38:06	1	1.32	1	N	48	237	2	10	0.5	0.5	0	0	0.3	11.3	null	null
42	42	2	2015-01-01 00:46:29	2015-01-01 00:51:16	1	0.77	1	N	237	236	1	5.5	0.5	0.5	1.2	0	0.3	8	null	null
43	43	2	2015-01-01 00:54:32	2015-01-01 01:30:34	1	7.64	1	N	236	256	1	28	0.5	0.5	5.7	0	0.3	35	null	null
44	44	1	2015-01-01 00:30:47	2015-01-01 00:37:55	1	1.3	1	N	228	227	2	6.5	0.5	0.5	0	0	0	7.8	null	null
45	45	1	2015-01-01 00:49:36	2015-01-01 00:56:56	1	1.5	1	N	228	40	4	7.5	0.5	0.5	0	0	0	8.8	null	null
46	46	2	2015-01-01 00:06:57	2015-01-01 00:15:48	5	2.55	1	N	141	74	2	9	0.5	0.5	0	0	0.3	10.3	null	null
47	47	2	2015-01-01 00:24:29	2015-01-01 00:29:25	5	1.67	1	N	237	236	1	6.5	0.5	0.5	1	0	0.3	8.8	null	null
48	48	2	2015-01-01 00:31:27	2015-01-01 00:36:20	5	1.01	1	N	236	75	2	5	0.5	0.5	0	0	0.3	6.3	null	null
49	49	2	2015-01-01 00:41:50	2015-01-01 00:48:07	5	1.22	1	N	236	238	1	7	0.5	0.5	1.5	0	0.3	9.8	null	null
50	50	2	2015-01-01 00:52:49	2015-01-01 01:27:16	5	5.43	1	N	239	79	1	23.5	0.5	0.5	4.8	0	0.3	29.6	null	null
51	51	2	2015-01-01 00:22:24	2015-01-01 00:31:59	1	1.39	1	N	162	137	1	8	0.5	0.5	1	0	0.3	10.3	null	null
52	52	2	2015-01-01 00:35:21	2015-01-01 00:42:04	1	1.11	1	N	137	170	2	6.5	0.5	0.5	0	0	0.3	7.8	null	null
53	53	2	2015-01-01 00:45:52	2015-01-01 01:02:59	1	2.19	1	N	170	90	1	12	0.5	0.5	2.5	0	0.3	15.8	null	null
54	54	2	2015-01-01 00:41:06	2015-01-01 00:59:41	1	1.47	1	N	164	68	2	12	0.5	0.5	0	0	0.3	13.3	null	null
55	55	1	2015-01-01 00:11:50	2015-01-01 00:16:09	1	1	1	N	152	244	2	5.5	0.5	0.5	0	0	0	6.8	null	null
56	56	1	2015-01-01 00:17:42	2015-01-01 00:22:18	2	0.8	1	N	244	116	1	5.5	0.5	0.5	1.5	0	0	8.3	null	null
57	57	1	2015-01-01 00:23:59	2015-01-01 00:28:57	1	0.9	1	N	116	244	2	5.5	0.5	0.5	0	0	0	6.8	null	null
58	58	1	2015-01-01 00:30:11	2015-01-01 00:37:02	2	1.4	1	Y	244	243	2	7	0.5	0.5	0	0	0	8.3	null	null
59	59	1	2015-01-01 00:44:33	2015-01-01 00:50:46	1	1.4	1	N	244	243	2	6.5	0.5	0.5	0	0	0	7.8	null	null
60	60	1	2015-01-01 00:56:38	2015-01-01 00:58:53	2	0.4	1	N	244	244	2	3.5	0.5	0.5	0	0	0	4.8	null	null
61	61	1	2015-01-01 00:44:40	2015-01-01 01:06:35	1	2	1	N	237	236	2	15.5	0.5	0.5	0	0	0	16.8	null	null
62	62	1	2015-01-01 00:18:01	2015-01-01 00:37:22	1	3	1	N	264	264	2	14.5	0.5	0.5	0	0	0	15.8	null	null
63	63	1	2015-01-01 00:46:38	2015-01-01 00:48:28	1	0.2	1	N	264	264	2	3	0.5	0.5	0	0	0	4.3	null	null
64	64	1	2015-01-01 00:05:13	2015-01-01 00:35:59	1	6.4	1	N	211	226	1	24	0.5	0.5	5.05	0	0	30.35	null	null
65	65	1	2015-01-01 00:39:16	2015-01-01 00:53:23	1	2.3	1	N	226	223	1	11.5	0.5	0.5	2.55	0	0	15.35	null	null
66	66	1	2015-01-01 00:59:48	2015-01-01 01:19:35	1	4.6	1	N	7	107	1	17.5	0.5	0.5	3	0	0	21.8	null	null
67	67	1	2015-01-01 00:34:58	2015-01-01 00:54:00	1	2.6	1	N	68	162	2	13	0.5	0.5	0	0	0	14.3	null	null
68	68	1	2015-01-01 00:58:40	2015-01-01 01:08:30	1	1.4	1	N	233	186	2	8	0.5	0.5	0	0	0	9.3	null	null
69	69	1	2015-01-01 00:23:16	2015-01-01 00:37:35	1	5.1	1	N	246	166	2	17	0.5	0.5	0	0	0	18.3	null	null
70	70	1	2015-01-01 00:42:37	2015-01-01 00:46:38	1	0.6	1	N	166	24	2	4.5	0.5	0.5	0	0	0	5.8	null	null
71	71	1	2015-01-01 00:48:38	2015-01-01 00:57:38	1	1.4	1	N	24	239	2	8	0.5	0.5	0	0	0	9.3	null	null
72	72	1	2015-01-01 00:12:05	2015-01-01 00:16:44	1	0.7	1	Y	164	107	1	5	0.5	0.5	1.25	0	0	7.55	null	null
73	73	1	2015-01-01 00:24:25	2015-01-01 00:49:11	1	2.2	1	N	79	100	2	16	0.5	0.5	0	0	0	17.3	null	null
74	74	1	2015-01-01 00:50:58	2015-01-01 01:13:56	2	4.5	1	N	230	88	2	18	0.5	0.5	0	0	0	19.3	null	null
75	75	2	2015-01-01 00:12:16	2015-01-01 00:15:36	4	0.65	1	N	239	239	1	4.5	0.5	0.5	1	0	0.3	6.8	null	null
76	76	2	2015-01-01 00:21:36	2015-01-01 00:34:14	3	1.42	1	N	239	237	2	9.5	0.5	0.5	0	0	0.3	10.8	null	null
77	77	2	2015-01-01 00:35:05	2015-01-01 01:05:59	4	4.65	1	N	237	45	2	21	0.5	0.5	0	0	0.3	22.3	null	null
78	78	1	2015-01-01 00:16:05	2015-01-01 00:24:35	3	3.9	1	N	238	244	2	13	0.5	0.5	0	0	0	14.3	null	null
79	79	1	2015-01-01 00:33:15	2015-01-01 00:49:17	2	5.8	1	N	116	48	1	19	0.5	0.5	4.05	0	0	24.35	null	null
80	80	1	2015-01-01 00:51:02	2015-01-01 01:01:04	1	2.3	1	N	48	238	1	10	0.5	0.5	3.35	0	0	14.65	null	null
81	81	1	2015-01-01 00:19:42	2015-01-01 00:32:45	2	2.3	1	N	143	262	2	11	0.5	0.5	0	0	0	12.3	null	null
82	82	1	2015-01-01 00:48:54	2015-01-01 00:54:19	2	0.9	1	N	237	229	1	6	0.5	0.5	1	0	0	8.3	null	null
83	83	1	2015-01-01 00:59:49	2015-01-01 01:00:47	1	0.2	1	N	233	170	2	3	0.5	0.5	0	0	0	4.3	null	null
84	84	2	2015-01-01 00:11:54	2015-01-01 00:19:06	1	2.71	1	N	237	41	1	9.5	0.5	0.5	2.5	0	0	13	null	null
85	85	2	2015-01-01 00:28:28	2015-01-01 00:41:07	1	1.6	1	N	166	74	1	10	0.5	0.5	2.5	0	0.3	13.8	null	null
86	86	2	2015-01-01 00:42:34	2015-01-01 00:54:19	1	3.33	1	N	41	161	2	12	0.5	0.5	0	0	0.3	13.3	null	null
87	87	2	2015-01-01 00:11:30	2015-01-01 00:44:10	6	4.91	1	N	48	68	1	22.5	0.5	0.5	10	0	0.3	33.8	null	null
88	88	2	2015-01-01 00:47:23	2015-01-01 01:02:20	6	2.24	1	N	90	229	2	11	0.5	0.5	0	0	0.3	12.3	null	null
89	89	2	2015-01-01 00:24:08	2015-01-01 00:36:21	1	1.51	1	N	158	79	1	9	0.5	0.5	2.85	0	0.3	13.15	null	null
90	90	2	2015-01-01 00:38:40	2015-01-01 00:50:50	3	1.77	1	N	79	158	1	9.5	0.5	0.5	2	0	0.3	12.8	null	null
91	91	1	2015-01-01 00:10:37	2015-01-01 00:30:50	1	6.2	1	N	179	238	1	20.2	0.5	0.5	2	0	0	23.5	null	null
92	92	1	2015-01-01 00:32:47	2015-01-01 00:39:32	1	1.3	1	N	238	143	1	7	0.5	0.5	1.66	0	0	9.96	null	null
93	93	1	2015-01-01 00:43:10	2015-01-01 00:59:34	1	3.4	1	N	50	262	2	14	0.5	0.5	0	0	0	15.3	null	null
94	94	1	2015-01-01 00:31:52	2015-01-01 00:49:30	2	7.7	1	N	264	264	1	23.7	0.5	0.5	2.5	0	0	27.5	null	null
95	95	2	2015-01-01 00:22:28	2015-01-01 00:37:39	2	4.08	1	N	166	237	2	15	0.5	0.5	0	0	0.3	16.3	null	null
96	96	2	2015-01-01 00:59:22	2015-01-01 01:05:07	1	0.75	1	N	234	234	2	5	0.5	0.5	0	0	0.3	6.3	null	null
97	97	1	2015-01-01 00:27:38	2015-01-01 00:29:58	2	0.5	1	N	229	141	2	4	0.5	0.5	0	0	0	5.3	null	null
98	98	1	2015-01-01 00:30:17	2015-01-01 00:30:25	1	0.1	1	N	237	141	2	2.5	0.5	0.5	0	0	0	3.8	null	null
99	99	1	2015-01-01 00:50:16	2015-01-01 01:17:52	1	7	1	N	238	255	1	24	0.5	0.5	4	0	0	29.3	null	null

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