Datasets:

Puneet17150
/

final_project

fare_amount float32 1 450	pickup_datetime timestamp[ns, tz=UTC]date 2009-01-01 00:03:03 2015-06-30 23:59:48	pickup_longitude float32 -74.94 -72.05	pickup_latitude float32 40 42	dropoff_longitude float32 -74.99 -72.2	dropoff_latitude float32 40 42	passenger_count uint8 1 6	pickup_datetime_year int32 2.01k 2.02k	pickup_datetime_month int32 1 12	pickup_datetime_day int32 1 31	pickup_datetime_weekday int32 0 6	pickup_datetime_hour int32 0 23	trip_distance float32 0 163	jfk_drop_distance float32 0.19 190	lga_drop_distance float32 0.02 183	ewr_drop_distance float32 0.19 208	met_drop_distance float32 0.02 188	wtc_drop_distance float32 0 196	__index_level_0__ int64 0 5.54M
17.5	2015-01-02T10:55:04	-73.992302	40.750355	-73.950752	40.778381	1	2,015	1	2	4	10	4.682865	21.060991	6.460643	21.272774	1.053848	8.845014	413,567
5.3	2009-11-23T09:02:09	-73.96386	40.767841	-73.95462	40.765709	1	2,009	11	23	0	9	0.813136	20.304234	6.897542	20.36171	1.684275	7.516408	6,916
25.5	2013-01-29T17:02:00	-74.010658	40.702446	-73.982094	40.774319	6	2,013	1	29	1	17	8.340901	22.667074	9.100904	18.744141	1.68711	7.246914	425,472
6.9	2012-05-03T04:31:00	-73.940422	40.711983	-73.905273	40.712852	5	2,012	5	3	3	4	2.962758	13.345051	7.588459	22.829786	8.858606	8.813344	398,223
25.700001	2012-08-26T16:38:30	-73.870705	40.77364	-73.98465	40.68454	1	2,012	8	26	6	16	13.788083	18.062128	13.861929	16.007202	10.694657	3.774618	498,398
6.5	2011-01-15T11:40:00	-73.99086	40.745537	-73.973976	40.761192	1	2,011	1	15	5	11	2.246441	21.208899	8.592922	18.67247	2.21693	6.189547	232
4.1	2010-06-28T16:54:57	-73.968994	40.769703	-73.972954	40.76432	1	2,010	6	28	0	16	0.684471	21.362288	8.44387	18.900503	1.865509	6.535636	123,698
8.5	2009-06-25T07:38:00	-73.974487	40.783474	-73.97583	40.760624	1	2,009	6	25	3	7	2.541777	21.291431	8.758977	18.503996	2.341614	6.058725	528,106
5.3	2010-04-20T18:18:00	-74.003044	40.741856	-74.003471	40.748596	5	2,010	4	20	1	18	0.749635	22.421837	11.342366	15.830879	4.817278	4.03641	417,309
16.1	2010-06-18T08:34:00	-73.959404	40.762653	-74.009315	40.704422	2	2,010	6	18	4	8	7.716138	20.711271	13.952304	14.015781	9.19206	0.910255	36,709
10.9	2012-05-04T21:46:50	-73.99736	40.736553	-73.987465	40.770763	1	2,012	5	4	4	21	3.891701	22.76042	9.572732	18.155453	2.255956	6.733727	229,584
7.3	2009-09-01T20:40:00	-73.977402	40.763088	-73.982048	40.785553	2	2,009	9	1	1	20	2.526782	23.496351	9.142308	19.404228	1.726824	8.439244	541,247
7.5	2013-03-14T18:56:00	-73.985779	40.75238	-73.987183	40.744862	2	2,013	3	14	3	18	0.844018	21.042725	10.170174	16.934095	4.33632	4.063637	138,487
40.099998	2011-11-10T14:07:42	-73.999504	40.71719	-73.961998	40.779324	1	2,011	11	10	3	14	7.592578	21.799234	7.409442	20.489763	0.102071	8.440699	266,161
5.7	2011-08-01T21:58:00	-73.98394	40.746201	-73.968468	40.752357	1	2,011	8	1	0	21	1.471184	20.237667	8.405702	18.70549	3.037414	5.629589	345,243
7.7	2010-10-08T22:28:00	-73.971428	40.755527	-73.983765	40.756191	1	2,010	10	8	4	22	1.040958	21.522738	9.520217	17.690969	3.105738	5.320582	1,792
8.5	2009-03-19T08:41:00	-73.96891	40.751717	-73.966881	40.765812	1	2,009	3	19	3	8	1.575865	21.08012	7.91276	19.432642	1.54101	6.934757	484,784
7.7	2009-03-16T12:37:06	-73.975975	40.791351	-73.953255	40.783539	1	2,009	3	16	0	12	2.099867	21.621864	6.709331	21.360352	0.955381	9.213415	450,310
32.830002	2013-11-12T23:48:00	-73.872162	40.774212	-73.967155	40.753517	1	2,013	11	12	1	23	8.319559	20.229158	8.25994	18.85601	2.895446	5.798978	166,999
8.1	2012-08-04T22:16:00	-73.99984	40.734505	-73.975945	40.748539	5	2,012	8	4	5	22	2.54591	20.490917	9.140604	17.964405	3.592884	4.912138	214,913
7.3	2011-11-11T12:59:00	-73.988739	40.737	-73.996925	40.741489	1	2,011	11	11	4	12	0.850488	21.53861	11.069797	16.034018	5.079782	3.391141	374,672
5.7	2012-03-23T10:51:52	-73.982124	40.727905	-73.9888	40.737743	1	2,012	3	23	4	10	1.229555	20.738274	10.597821	16.534826	5.105775	3.31136	36,693
11	2014-03-02T19:33:17	-73.994522	40.726578	-74.014687	40.715855	1	2,014	3	2	6	19	2.074989	21.591433	13.649448	13.77817	8.2856	0.541705	271,204
7.5	2014-04-17T16:55:00	-73.996086	40.737091	-74.001915	40.737839	3	2,014	4	17	3	16	0.498058	21.696838	11.609372	15.497587	5.652418	2.88401	325,660
7.3	2009-07-27T14:33:00	-73.987762	40.740368	-73.988914	40.723179	1	2,009	7	27	0	14	1.91248	19.959898	11.367358	16.075781	6.611629	2.123074	25,245
8.1	2012-08-07T09:46:00	-73.979744	40.78207	-73.982361	40.764648	5	2,012	8	7	1	9	1.948321	22.000074	9.220501	18.208683	2.299166	6.231486	475,509
13	2013-08-29T22:22:00	-73.993195	40.682636	-73.948776	40.711166	2	2,013	8	29	3	22	4.904606	16.345991	9.643289	19.168446	7.679111	5.151054	111,408
6	2014-09-16T17:59:17	-73.981636	40.773613	-73.973808	40.785477	1	2,014	9	16	1	17	1.473765	22.988134	8.452406	19.982634	1.119346	8.649772	218,774
5.3	2012-09-02T14:50:00	-73.959862	40.762859	-73.968758	40.770107	1	2,012	9	2	6	14	1.099412	21.513752	8.009747	19.504368	1.13344	7.269023	60,462
6.9	2012-09-02T18:13:34	-73.974831	40.761814	-73.981567	40.743862	2	2,012	9	2	6	18	2.074189	20.586651	9.77021	17.336573	4.240899	4.214357	287,675
7.4	2009-04-08T03:36:22	-73.996994	40.762852	-73.996597	40.748123	1	2,009	4	8	2	3	1.637135	21.904858	10.802776	16.33884	4.469712	4.10351	107,419
9.3	2009-05-15T23:16:52	-73.982399	40.762383	-74.005081	40.740055	1	2,009	5	15	4	23	3.130909	22.050106	11.768566	15.336286	5.616109	3.077731	249,993
10.1	2009-11-16T14:02:43	-73.987572	40.732708	-73.954903	40.765049	1	2,009	11	16	0	14	4.525477	20.272238	6.934859	20.309439	1.740896	7.444002	57,502
13.3	2010-11-11T09:34:46	-73.99411	40.6908	-73.993256	40.74221	1	2,010	11	11	3	9	5.713487	21.316786	10.752636	16.351151	4.845153	3.576783	92,948
4.5	2011-04-23T11:36:07	-74.002563	40.729237	-73.992516	40.737289	1	2,011	4	23	5	11	1.231881	20.980778	10.903547	16.223083	5.289767	3.110177	170,903
15.5	2014-12-13T23:45:00	-73.966858	40.764931	-73.976311	40.739811	1	2,014	12	13	5	23	2.902461	19.969294	9.547185	17.60486	4.535428	4.140796	133,938
3.3	2011-06-03T16:04:00	-73.95697	40.77438	-73.954102	40.778599	5	2,011	6	3	4	16	0.527539	21.274042	6.742813	21.034975	0.771265	8.709936	79,933
5.3	2011-12-21T22:46:09	-73.98571	40.77327	-73.992874	40.765179	1	2,011	12	21	2	22	1.082535	22.734947	10.088491	17.45499	2.954983	6.016154	13,556
14.5	2014-02-14T20:38:00	-73.981361	40.755333	-73.967827	40.794304	5	2,014	2	14	4	20	4.477699	23.333309	8.127922	20.938608	1.701234	9.745593	236,175
9.3	2009-06-22T16:02:41	-73.993889	40.73951	-73.969681	40.758076	1	2,009	6	22	0	16	2.900162	20.709967	8.319691	18.85803	2.431468	6.083464	235,566
6	2015-02-04T19:59:09	-73.989235	40.73613	-73.98037	40.746754	2	2,015	2	4	2	19	1.396807	20.682487	9.559007	17.545166	3.90475	4.537675	200,456
14.9	2010-05-02T22:23:07	-73.954285	40.8214	-73.960587	40.761559	1	2,010	5	2	6	22	6.671144	20.370314	7.48386	19.714397	1.994709	6.844049	340,328
6	2014-01-25T23:18:00	-74.000839	40.730885	-73.992233	40.725368	6	2,014	1	25	5	23	0.949148	20.319698	11.48273	15.863092	6.482343	2.056262	126,257
5.3	2011-06-19T11:53:00	-73.937302	40.758194	-73.937302	40.758194	2	2,011	6	19	6	11	0	18.671917	5.718762	21.385183	3.209937	7.939794	262,536
4.1	2012-03-09T20:21:00	-74.001968	40.740547	-74.00576	40.737129	1	2,012	3	9	4	20	0.49654	21.940912	11.939107	15.166655	5.90729	2.748165	254,215
37.830002	2014-04-22T18:17:00	-74.004395	40.747017	-73.861267	40.76807	1	2,014	4	22	1	18	12.272746	15.733697	1.452705	27.785204	8.670047	13.950123	211,627
8	2013-08-26T08:20:00	-73.986229	40.743294	-73.969688	40.763367	3	2,013	8	26	0	8	2.629384	21.083239	8.191921	19.102007	1.863398	6.579562	296,588
13.5	2014-12-24T14:13:38	-73.988663	40.718967	-73.974731	40.750694	1	2,014	12	24	2	14	3.715496	20.548679	8.964404	18.147345	3.334058	5.16639	137,200
16.5	2013-12-10T23:52:31	-74.01326	40.704601	-73.978645	40.745979	2	2,013	12	10	1	23	5.444289	20.514265	9.454472	17.649616	3.93471	4.548191	241,302
6.5	2010-06-26T19:35:08	-73.978294	40.788197	-73.981995	40.771706	1	2,010	6	26	5	19	1.858905	22.47249	9.106252	18.607641	1.797574	6.975707	320,935
13.7	2012-05-19T01:28:19	-73.973396	40.795158	-73.988052	40.738422	1	2,012	5	19	5	1	6.42461	20.723059	10.509346	16.619059	5.011024	3.408739	502,744
20	2014-01-24T08:41:00	-73.977211	40.751415	-74.010872	40.727978	2	2,014	1	24	4	8	3.849056	21.852476	12.740049	14.431699	6.982358	1.710852	317,703
7.3	2011-06-09T21:49:02	-73.986084	40.762089	-73.976097	40.786251	1	2,011	6	9	3	21	2.813414	23.186165	8.653567	19.86618	1.32548	8.664963	515,315
4.5	2015-02-03T05:19:05	-73.996277	40.74836	-74.003952	40.747631	2	2,015	2	3	1	5	0.65135	22.399439	11.411151	15.750148	4.921878	3.925041	466,430
56.799999	2012-12-21T23:28:00	-73.800522	40.645912	-74.001816	40.746784	1	2,012	12	21	4	23	20.329044	22.196877	11.266452	15.876651	4.867903	3.859381	516,107
12.5	2013-02-22T12:11:27	-73.987701	40.779514	-73.99498	40.750149	1	2,013	2	22	4	12	3.320278	21.91354	10.607307	16.55409	4.209178	4.357776	230,001
11.7	2012-07-27T17:37:27	-73.986641	40.761604	-73.95623	40.805836	1	2,012	7	27	4	17	5.541364	23.650837	7.628846	22.46767	2.995743	11.302911	110,769
12	2015-06-20T07:15:34	-73.95797	40.76123	-73.992447	40.749535	1	2,015	6	20	5	7	3.179582	21.697964	10.422515	16.721941	4.131676	4.359665	320,160
36.299999	2012-10-22T14:03:45	-73.875114	40.774033	-73.981544	40.773487	1	2,012	10	22	0	14	8.956591	22.57172	9.057818	18.738411	1.677249	7.175072	488,350
42.099998	2011-05-14T00:58:57	-73.973053	40.678104	-73.747467	40.713318	1	2,011	5	14	5	0	19.40509	8.409061	12.783278	36.073341	19.591143	22.105507	150,405
16	2015-05-29T22:22:15	-74.005997	40.740051	-74.001602	40.707203	1	2,015	5	29	4	22	3.66875	20.210602	13.243984	14.698997	8.649596	0.920976	142,335
8.9	2012-08-12T03:23:37	-73.986458	40.761921	-73.952606	40.774124	1	2,012	8	12	6	3	3.15566	20.831339	6.621706	20.918413	1.067479	8.36739	459,628
28.5	2011-12-25T19:18:23	-73.87056	40.773609	-73.966354	40.757153	2	2,011	12	25	6	19	8.267269	20.427675	8.07633	19.0741	2.486244	6.16111	272,169
6	2014-10-07T22:32:00	-73.973366	40.747768	-73.987427	40.744003	3	2,014	10	7	1	22	1.255138	21.007782	10.222753	16.881021	4.430079	3.970219	271,942
15.7	2009-12-10T13:24:00	-73.983932	40.721439	-73.988609	40.751129	1	2,009	12	10	3	13	3.322833	21.529804	10.062502	17.088434	3.800306	4.641727	299,428
5.7	2010-06-21T18:01:08	-73.989311	40.753696	-73.996277	40.738773	1	2,010	6	21	0	18	1.75909	21.337418	11.130272	15.97942	5.303825	3.126702	382,993
24.5	2011-03-13T11:21:59	-73.98774	40.733601	-73.871605	40.774399	1	2,011	3	13	6	11	10.776268	16.757328	0.343325	27.195171	7.728148	13.518025	198,668
6.5	2011-06-06T08:21:00	-73.982521	40.739624	-73.975761	40.756809	1	2,011	6	6	0	8	1.992536	21.025869	8.850906	18.332634	2.72391	5.691833	121,623
8.5	2010-04-24T12:30:00	-73.981438	40.780617	-73.955399	40.773113	1	2,010	4	24	5	12	2.344951	20.919331	6.862567	20.657915	0.959025	8.141023	13,430
5.7	2012-03-03T23:23:00	-73.966255	40.769608	-73.975067	40.777454	1	2,012	3	3	5	23	1.144705	22.454803	8.504963	19.430738	1.021427	7.780973	230,366
6.5	2014-09-10T18:52:00	-73.952492	40.783802	-73.963737	40.773617	1	2,014	9	10	2	18	1.475017	21.464935	7.560229	20.059231	0.64406	7.815589	61,975
14.5	2015-02-04T12:20:41	-73.968391	40.798931	-73.965515	40.765743	1	2,015	2	4	2	12	3.695974	20.988192	7.800488	19.532763	1.530017	6.988792	430,512
45	2012-07-18T22:55:40	-73.782204	40.644569	-73.957901	40.762089	1	2,012	7	18	2	22	19.738935	20.239105	7.250466	19.94483	1.974737	7.029397	322,161
11.7	2011-08-03T22:04:46	-73.97007	40.756855	-73.955658	40.803638	2	2,011	8	3	2	22	5.338373	23.431993	7.485022	22.368174	2.767538	11.09947	409,222
4.5	2009-02-10T10:53:00	-73.99514	40.759941	-73.988289	40.769855	2	2,009	2	10	1	10	1.243796	22.751221	9.649805	18.045225	2.362493	6.617793	448,216
8.5	2013-07-13T08:40:39	-73.987511	40.755215	-73.996712	40.729572	1	2,013	7	13	5	8	2.952722	20.870668	11.59159	15.624274	6.214044	2.188917	315,337
11	2015-04-06T09:58:11	-73.996635	40.744511	-73.998344	40.719757	1	2,015	4	6	0	9	2.754392	20.506441	12.2434	15.215989	7.25793	1.257062	416,002
4.9	2011-02-10T09:47:00	-73.988571	40.742905	-73.988571	40.742905	1	2,011	2	10	3	9	0	21.023258	10.357028	16.747274	4.583119	3.816831	491,801
5.7	2009-05-22T09:38:00	-73.988838	40.749172	-74.000114	40.732983	1	2,009	5	22	4	9	2.034031	21.302372	11.683867	15.463738	6.021338	2.41057	440,807
4.5	2011-01-30T10:44:00	-73.982269	40.777935	-73.975281	40.789677	1	2,011	1	30	6	10	1.43142	23.403118	8.639286	20.132046	1.528805	9.047685	192,584
20	2012-12-22T13:56:51	-73.972755	40.780937	-73.998741	40.726223	2	2,012	12	22	5	13	6.461639	20.850996	11.915624	15.357829	6.623339	1.781924	539,004
8.5	2012-12-21T00:51:00	-74.003181	40.732937	-73.982552	40.746136	1	2,012	12	21	4	0	2.273275	20.795998	9.755418	17.34877	4.039252	4.380893	65,682
10.5	2014-05-11T10:15:00	-73.998329	40.750778	-73.997749	40.723091	1	2,014	5	11	6	10	3.077017	20.621262	12.01182	15.350294	6.900083	1.551302	367,433
5.7	2011-10-10T19:44:00	-73.967491	40.766228	-73.981827	40.7645	4	2,011	10	10	0	19	1.221822	21.954586	9.178661	18.240944	2.280049	6.232863	307,343
57.330002	2013-09-24T16:08:00	-73.789551	40.647072	-73.974464	40.749664	6	2,013	9	24	1	16	19.304869	20.463039	8.981236	18.125681	3.43762	5.086046	220,770
5.3	2011-09-13T20:04:25	-73.953903	40.787712	-73.96312	40.775761	1	2,011	9	13	1	20	1.537936	21.591301	7.500641	20.216702	0.404229	8.0484	132,552
15.5	2014-05-19T20:20:59	-73.996742	40.747555	-73.957123	40.78056	1	2,014	5	19	0	20	4.956896	21.607754	7.006497	20.91481	0.527539	8.76222	269,607
6.9	2010-12-12T03:56:26	-73.984917	40.760414	-73.992172	40.735382	1	2,010	12	12	6	3	2.847995	20.849041	10.964943	16.182386	5.46545	2.939249	121,203
7	2012-09-13T16:57:49	-73.989136	40.741917	-74.007668	40.740772	2	2,012	9	13	3	16	1.565369	22.278902	11.946012	15.163306	5.695043	3.136164	149,722
8	2013-03-27T09:25:00	-73.954803	40.765263	-73.962753	40.778214	1	2,013	3	27	2	9	1.587009	21.758331	7.469831	20.374203	0.137042	8.301868	448,565
11.5	2014-09-14T13:09:41	-73.987244	40.774494	-73.956299	40.775879	2	2,014	9	14	6	13	2.608851	21.189226	6.926306	20.730324	0.700531	8.355424	321,551
9	2014-02-04T20:26:00	-73.975761	40.761333	-73.954193	40.784122	5	2,014	2	4	1	20	3.115794	21.723438	6.795497	21.323023	0.92202	9.228412	462,949
12.9	2011-08-13T23:04:00	-74.002678	40.733818	-73.981956	40.779938	4	2,011	8	13	5	23	5.413714	23.070179	9.090777	19.075089	1.579373	7.844093	115,400
6.5	2012-02-10T00:35:39	-73.979485	40.759815	-73.96405	40.76366	1	2,012	2	10	4	0	1.367729	20.743677	7.719869	19.545427	1.750201	6.863124	286,190
10	2013-09-29T12:50:43	-74.007706	40.740993	-74.002472	40.71986	1	2,013	9	29	6	12	2.389334	20.826397	12.535871	14.87981	7.396097	1.021142	17,908
4	2014-06-05T10:13:09	-73.978386	40.778015	-73.98008	40.771301	1	2,014	6	5	3	10	0.759597	22.320625	8.948668	18.726377	1.681314	6.98977	18,842
11.3	2010-07-29T08:16:00	-73.939796	40.805069	-73.967804	40.76564	1	2,010	7	29	3	8	4.975083	21.126139	7.99244	19.354359	1.577193	6.877929	451,906
15	2013-05-26T10:14:39	-74.009689	40.706364	-73.974503	40.750847	1	2,013	5	26	6	10	5.76323	20.542784	8.940491	18.171719	3.312423	5.191284	163,526
10.5	2012-03-23T21:57:14	-73.98159	40.780586	-73.977608	40.751759	2	2,012	3	23	4	21	3.221244	20.813774	9.156875	17.968031	3.3023	5.131193	493,569
13	2012-10-09T22:59:44	-73.973305	40.76421	-73.994362	40.724663	1	2,012	10	9	1	22	4.738767	20.443707	11.677468	15.669708	6.624143	1.873356	325,937

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