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pybro11
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Seoul_bike

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train · 7.01k rows

Date timestamp[ns]	Rented Bike Count float64 0 0.96	Hour float64 0 1	Temperature(°C) float64 0 1	Humidity(%) float64 0 1	Wind speed (m/s) float64 0 1	Visibility (10m) float64 0 1	Dew point temperature(°C) float64 0 1	Solar Radiation (MJ/m2) float64 0 1	Rainfall(mm) float64 0 1	Snowfall (cm) float64 0 1	Seasons stringclasses 4 values	Holiday stringclasses 2 values	Functioning Day stringclasses 2 values	Day of Week float64 0 1	__index_level_0__ int64 1 8.76k
2018-11-16T00:00:00	0.279809	0.652174	0.541958	0.622449	0.527027	0.350735	0.629758	0.292614	0	0	Autumn	No Holiday	Yes	0.666667	8,415
2018-06-29T00:00:00	0.336052	0.391304	0.711538	0.877551	0.22973	0.258996	0.882353	0.215909	0	0	Summer	No Holiday	Yes	0.666667	5,049
2018-11-15T00:00:00	0.407199	0.826087	0.506993	0.469388	0.189189	0.426761	0.529412	0	0	0	Autumn	No Holiday	Yes	0.5	8,395
2018-02-02T00:00:00	0.050056	1	0.265734	0.704082	0.27027	0.713127	0.399654	0	0	0	Winter	No Holiday	Yes	0.666667	1,535
2018-07-18T00:00:00	0.556805	0.956522	0.786713	0.744898	0.202703	0.495692	0.908304	0	0	0	Summer	No Holiday	Yes	0.333333	5,518
2018-06-30T00:00:00	0.358549	0	0.713287	0.857143	0.256757	0.176381	0.877163	0	0	0	Summer	No Holiday	Yes	0.833333	5,064
2018-11-03T00:00:00	0	0.043478	0.45979	0.622449	0.027027	0.631526	0.551903	0	0	0	Autumn	No Holiday	No	0.833333	8,089
2018-05-02T00:00:00	0.021372	0.217391	0.632867	0.887755	0.108108	0.092245	0.807958	0	0.011429	0	Spring	No Holiday	Yes	0.333333	3,653
2018-06-02T00:00:00	0.553712	0.956522	0.685315	0.489796	0.216216	1	0.700692	0	0	0	Summer	No Holiday	Yes	0.833333	4,414
2018-01-20T00:00:00	0.065242	0.956522	0.337413	0.489796	0.324324	0.200203	0.385813	0	0	0	Winter	No Holiday	Yes	0.833333	1,222
2018-05-13T00:00:00	0.441789	0.913043	0.557692	0.877551	0.121622	0.257476	0.731834	0	0	0	Spring	No Holiday	Yes	1	3,933
2018-01-24T00:00:00	0.059336	0.826087	0.06993	0.326531	0.297297	1	0.064014	0	0	0.079545	Winter	No Holiday	Yes	0.333333	1,315
2018-10-29T00:00:00	0.051744	0.086957	0.393357	0.826531	0.135135	0.958439	0.558824	0	0	0	Autumn	No Holiday	Yes	0	7,970
2018-09-05T00:00:00	0.418166	0.304348	0.657343	0.806122	0.121622	1	0.806228	0.036932	0	0	Autumn	No Holiday	Yes	0.333333	6,679
2018-01-31T00:00:00	0.026997	0.043478	0.283217	0.826531	0.148649	0.564622	0.453287	0	0	0.397727	Winter	No Holiday	Yes	0.333333	1,465
2018-05-08T00:00:00	0.425478	0.913043	0.564685	0.5	0.256757	1	0.595156	0	0	0	Spring	No Holiday	Yes	0.166667	3,813
2018-05-16T00:00:00	0.042463	0.565217	0.692308	0.989796	0.324324	0.331982	0.896194	0.017045	1	0	Spring	No Holiday	Yes	0.333333	3,997
2018-03-11T00:00:00	0.033465	0.304348	0.361888	0.857143	0.256757	0.108464	0.536332	0	0	0	Spring	No Holiday	Yes	1	2,407
2018-02-11T00:00:00	0.049213	0.695652	0.248252	0.367347	0.594595	1	0.243945	0.190341	0	0	Winter	No Holiday	Yes	1	1,744
2018-10-22T00:00:00	0.447975	0.869565	0.564685	0.520408	0.189189	0.366954	0.605536	0	0	0	Autumn	No Holiday	Yes	0	7,820
2018-06-13T00:00:00	0.358268	0	0.648601	0.77551	0.162162	0.983781	0.787197	0	0	0	Summer	No Holiday	Yes	0.333333	4,656
2018-05-20T00:00:00	0.277278	0	0.587413	0.418367	0.162162	1	0.572664	0	0	0	Spring	No Holiday	Yes	1	4,080
2018-02-03T00:00:00	0.055118	0.608696	0.223776	0.316327	0.540541	1	0.192042	0.619318	0	0	Winter	No Holiday	Yes	0.833333	1,550
2018-04-24T00:00:00	0.264904	0.608696	0.590909	0.530612	0.22973	1	0.634948	0.346591	0	0	Spring	No Holiday	Yes	0.166667	3,470
2018-09-08T00:00:00	0.141732	0.130435	0.622378	0.612245	0.027027	1	0.700692	0	0	0	Autumn	No Holiday	Yes	0.833333	6,747
2018-11-28T00:00:00	0.163948	0.434783	0.388112	0.234694	0.216216	0.595033	0.271626	0.198864	0	0	Autumn	No Holiday	Yes	0.333333	8,698
2018-10-29T00:00:00	0.091676	0.043478	0.40035	0.846939	0.148649	0.994425	0.570934	0	0	0	Autumn	No Holiday	Yes	0	7,969
2018-02-11T00:00:00	0.043588	0.478261	0.223776	0.255102	0.432432	0.925494	0.148789	0.497159	0	0	Winter	No Holiday	Yes	1	1,739
2018-08-24T00:00:00	0.113892	0.652174	0.730769	0.959184	0.418919	0.588444	0.925606	0.116477	0.014286	0	Summer	No Holiday	Yes	0.666667	6,399
2018-11-09T00:00:00	0	0.565217	0.555944	0.469388	0.716216	0.456158	0.572664	0.477273	0	0	Autumn	No Holiday	No	0.666667	8,245
2018-02-07T00:00:00	0.125984	0.782609	0.241259	0.27551	0.337838	1	0.179931	0.045455	0	0	Winter	No Holiday	Yes	0.333333	1,650
2017-12-04T00:00:00	0.052306	0.043478	0.386364	0.887755	0.067568	0.098327	0.569204	0	0	0	Winter	No Holiday	Yes	0	73
2018-05-16T00:00:00	0.068335	0.478261	0.708042	0.94898	0.648649	0.408008	0.901384	0.048295	0	0	Spring	No Holiday	Yes	0.333333	3,995
2018-08-21T00:00:00	0.578459	0.913043	0.77972	0.734694	0.054054	0.992397	0.897924	0	0	0	Summer	No Holiday	Yes	0.166667	6,333
2018-05-03T00:00:00	0.256187	0.695652	0.534965	0.540816	0.445946	1	0.588235	0.215909	0	0	Spring	No Holiday	Yes	0.5	3,688
2018-02-19T00:00:00	0.104893	0.608696	0.409091	0.387755	0.216216	0.537253	0.397924	0.3125	0	0	Winter	No Holiday	Yes	0	1,934
2018-06-29T00:00:00	0.570304	0.347826	0.699301	0.969388	0.216216	0.183477	0.897924	0.073864	0	0	Summer	No Holiday	Yes	0.666667	5,048
2018-09-11T00:00:00	0.309899	0.565217	0.76049	0.408163	0.297297	0.998479	0.719723	0.846591	0	0	Autumn	No Holiday	Yes	0.166667	6,829
2018-04-18T00:00:00	0.378515	0.695652	0.634615	0.22449	0.364865	0.754181	0.467128	0.644886	0	0	Spring	No Holiday	Yes	0.333333	3,328
2018-06-25T00:00:00	0.404106	1	0.786713	0.561224	0.094595	0.45261	0.82872	0	0	0	Summer	No Holiday	Yes	0	4,967
2018-05-14T00:00:00	0.163386	0	0.533217	0.908163	0.162162	0.158642	0.717993	0	0	0	Spring	No Holiday	Yes	0	3,936
2018-06-24T00:00:00	0.103768	0.304348	0.66958	0.836735	0.108108	0.157628	0.82872	0.045455	0	0	Summer	No Holiday	Yes	1	4,927
2018-10-17T00:00:00	0.270247	0.478261	0.582168	0.255102	0.337838	0.861632	0.453287	0.596591	0	0	Autumn	No Holiday	Yes	0.333333	7,691
2018-01-16T00:00:00	0.09027	0.956522	0.381119	0.581633	0.040541	0.204257	0.465398	0	0	0	Winter	No Holiday	Yes	0.166667	1,126
2018-03-22T00:00:00	0.059618	0.26087	0.325175	0.897959	0.135135	0.442473	0.513841	0	0	0	Spring	No Holiday	Yes	0.5	2,670
2018-10-20T00:00:00	0.280371	0.434783	0.538462	0.5	0.067568	0.840345	0.572664	0.457386	0	0	Autumn	No Holiday	Yes	0.833333	7,762
2018-01-20T00:00:00	0.033183	0.130435	0.295455	0.663265	0.027027	0.675114	0.415225	0	0	0	Winter	No Holiday	Yes	0.833333	1,203
2018-08-15T00:00:00	0.153825	0.434783	0.896853	0.5	0.135135	0.968069	0.897924	0.59375	0	0	Summer	Holiday	Yes	0.333333	6,178
2018-05-13T00:00:00	0.05315	0.086957	0.564685	0.989796	0.391892	0.168272	0.771626	0	0.002857	0	Spring	No Holiday	Yes	1	3,914
2018-11-13T00:00:00	0.339708	0.869565	0.477273	0.44898	0.243243	0.995438	0.49308	0	0	0	Autumn	No Holiday	Yes	0.166667	8,348
2018-11-28T00:00:00	0.224409	0.391304	0.363636	0.306122	0.175676	0.615813	0.306228	0.085227	0	0	Autumn	No Holiday	Yes	0.333333	8,697
2018-08-10T00:00:00	0.288808	0.304348	0.765734	0.795918	0.094595	0.993918	0.906574	0.045455	0	0	Summer	No Holiday	Yes	0.666667	6,055
2018-03-01T00:00:00	0.053431	1	0.241259	0.530612	0.459459	0.631019	0.314879	0	0	0	Spring	Holiday	Yes	0.5	2,183
2017-12-12T00:00:00	0.071991	0.956522	0.153846	0.459184	0.175676	0.999493	0.205882	0	0	0	Winter	No Holiday	Yes	0.166667	286
2017-12-02T00:00:00	0.041057	0.304348	0.234266	0.826531	0.337838	0.633046	0.406574	0	0	0	Winter	No Holiday	Yes	0.833333	31
2018-06-18T00:00:00	0.26378	0.565217	0.825175	0.428571	0.22973	0.33553	0.790657	0.880682	0	0	Summer	No Holiday	Yes	0	4,789
2018-06-05T00:00:00	0.125984	0.086957	0.655594	0.673469	0.067568	0.792701	0.756055	0	0	0	Summer	No Holiday	Yes	0.166667	4,466
2017-12-25T00:00:00	0.016592	0.26087	0.23951	0.510204	0.405405	1	0.304498	0	0	0	Winter	Holiday	Yes	0	582
2018-09-12T00:00:00	0.259561	0.434783	0.708042	0.459184	0.202703	1	0.704152	0.590909	0	0	Autumn	No Holiday	Yes	0.333333	6,850
2018-07-01T00:00:00	0.00703	0.304348	0.697552	0.908163	0.067568	0.805879	0.877163	0.022727	0.014286	0	Summer	No Holiday	Yes	1	5,095
2017-12-08T00:00:00	0.065523	0	0.25	0.5	0.351351	0.945768	0.311419	0	0	0	Winter	No Holiday	Yes	0.666667	168
2018-04-01T00:00:00	0.364454	0.782609	0.620629	0.765306	0.283784	0.249366	0.757785	0.034091	0	0	Spring	No Holiday	Yes	1	2,922
2018-04-18T00:00:00	0.073116	0.086957	0.463287	0.44898	0.216216	0.839838	0.480969	0	0	0	Spring	No Holiday	Yes	0.333333	3,314
2018-11-13T00:00:00	0.221879	0.478261	0.51049	0.469388	0.108108	0.430309	0.531142	0.446023	0	0	Autumn	No Holiday	Yes	0.166667	8,339
2018-07-11T00:00:00	0.544432	0.913043	0.788462	0.795918	0.162162	0.800304	0.929066	0	0	0	Summer	No Holiday	Yes	0.333333	5,349
2018-07-22T00:00:00	0.340832	0.782609	0.945804	0.357143	0.405405	0.929042	0.846021	0.252841	0	0	Summer	No Holiday	Yes	1	5,610
2018-10-21T00:00:00	0.096175	0.130435	0.472028	0.693878	0.054054	0.765839	0.589965	0	0	0	Autumn	No Holiday	Yes	1	7,779
2018-06-01T00:00:00	0.291339	0.478261	0.77972	0.387755	0.351351	0.938672	0.723183	0.849432	0	0	Summer	No Holiday	Yes	0.666667	4,379
2018-04-06T00:00:00	0.015748	0	0.437063	0.969388	0.121622	0.422707	0.640138	0	0.014286	0	Spring	No Holiday	Yes	0.666667	3,024
2018-06-26T00:00:00	0.055962	0.869565	0.732517	0.959184	0.608108	0.09478	0.927336	0	0.014286	0	Summer	No Holiday	Yes	0.166667	4,988
2018-06-01T00:00:00	0.102925	0.130435	0.636364	0.734694	0.189189	0.665484	0.761246	0	0	0	Summer	No Holiday	Yes	0.666667	4,371
2018-01-03T00:00:00	0.078459	0.565217	0.272727	0.316327	0.310811	0.954384	0.235294	0.321023	0	0	Winter	No Holiday	Yes	0.333333	805
2018-04-07T00:00:00	0.016029	0.217391	0.339161	0.632653	0.662162	0.681703	0.444637	0	0	0	Spring	No Holiday	Yes	0.833333	3,053
2018-10-18T00:00:00	0.338301	0.652174	0.643357	0.387755	0.256757	1	0.603806	0.488636	0	0	Autumn	No Holiday	Yes	0.5	7,719
2018-08-13T00:00:00	0.299494	0.304348	0.783217	0.877551	0.121622	0.350228	0.951557	0.0625	0	0	Summer	No Holiday	Yes	0	6,127
2018-04-16T00:00:00	0.063555	0.043478	0.444056	0.632653	0.162162	0.941713	0.541522	0	0	0	Spring	No Holiday	Yes	0	3,265
2018-01-18T00:00:00	0.053431	0.043478	0.367133	0.734694	0.256757	0.141409	0.50692	0	0	0	Winter	No Holiday	Yes	0.5	1,153
2018-06-04T00:00:00	0.668448	0.913043	0.706294	0.632653	0.148649	0.677141	0.787197	0	0	0	Summer	No Holiday	Yes	0	4,461
2018-03-28T00:00:00	0.380484	0.347826	0.491259	0.785714	0.094595	0.159149	0.640138	0.105114	0	0	Spring	No Holiday	Yes	0.333333	2,816
2018-01-21T00:00:00	0.082958	0.782609	0.354895	0.244898	0.27027	1	0.252595	0.005682	0	0	Winter	No Holiday	Yes	1	1,242
2018-07-10T00:00:00	0.037402	0.173913	0.671329	0.989796	0.067568	0.994425	0.877163	0	0	0	Summer	No Holiday	Yes	0.166667	5,308
2018-05-27T00:00:00	0.048931	0.217391	0.618881	0	0.108108	0.647238	0.697232	0	0	0	Spring	No Holiday	Yes	1	4,253
2017-12-26T00:00:00	0.070866	0.869565	0.204545	0.326531	0.635135	1	0.181661	0	0	0	Winter	No Holiday	Yes	0.166667	620
2017-12-23T00:00:00	0.073116	0.826087	0.416084	0.77551	0.148649	0.097314	0.564014	0	0	0	Winter	No Holiday	Yes	0.833333	547
2018-04-18T00:00:00	0.144826	0	0.479021	0.44898	0.297297	0.704511	0.49481	0	0	0	Spring	No Holiday	Yes	0.333333	3,312
2018-07-12T00:00:00	0.221316	0.043478	0.776224	0.816327	0	0.738976	0.923875	0	0	0	Summer	No Holiday	Yes	0.5	5,353
2018-10-16T00:00:00	0.600112	0.347826	0.493007	0.642857	0.081081	0.679169	0.591696	0.053977	0	0	Autumn	No Holiday	Yes	0.166667	7,664
2017-12-02T00:00:00	0.073678	0.086957	0.26049	0.877551	0.202703	0.622909	0.444637	0	0	0	Winter	No Holiday	Yes	0.833333	26
2018-05-16T00:00:00	0.14117	0.043478	0.732517	0.683673	0.067568	0.334009	0.83218	0	0	0	Spring	No Holiday	Yes	0.333333	3,985
2018-04-30T00:00:00	0.479753	0.73913	0.730769	0.540816	0.472973	0.257983	0.768166	0.394886	0	0	Spring	No Holiday	Yes	0	3,617
2018-05-21T00:00:00	0.187289	0	0.578671	0.295918	0.175676	1	0.484429	0	0	0	Spring	No Holiday	Yes	0	4,104
2018-03-30T00:00:00	0.073397	0.086957	0.5	0.734694	0.054054	0.310188	0.631488	0	0	0	Spring	No Holiday	Yes	0.666667	2,858
2018-06-27T00:00:00	0.594769	0.73913	0.75	0.714286	0.297297	0.389762	0.861592	0.136364	0	0	Summer	No Holiday	Yes	0.333333	5,009
2018-01-24T00:00:00	0.019966	0.26087	0.036713	0.295918	0.337838	1	0.015571	0	0	0.102273	Winter	No Holiday	Yes	0.333333	1,302
2018-11-26T00:00:00	0.049213	0.086957	0.36014	0.887755	0.148649	0.149012	0.543253	0	0	0.034091	Autumn	No Holiday	Yes	0	8,642
2018-03-04T00:00:00	0.138358	0.73913	0.517483	0.836735	0.22973	0.488089	0.681661	0.113636	0	0	Spring	No Holiday	Yes	1	2,249
2018-10-13T00:00:00	0.058774	0.26087	0.426573	0.816327	0.135135	0.708059	0.586505	0	0	0	Autumn	No Holiday	Yes	0.833333	7,590
2018-03-23T00:00:00	0.164229	0.478261	0.435315	0.510204	0.22973	0.391282	0.484429	0.636364	0	0	Spring	No Holiday	Yes	0.666667	2,699
2018-07-27T00:00:00	0.061305	0.173913	0.788462	0.867347	0.216216	0.326406	0.953287	0	0	0	Summer	No Holiday	Yes	0.666667	5,716
2018-11-16T00:00:00	0.146232	0.043478	0.447552	0.602041	0.081081	0.37557	0.532872	0	0	0	Autumn	No Holiday	Yes	0.666667	8,401

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