Split (1)

train · 2.55M rows

symbol string	datetime string	short_volume int64	total_volume int64	short_volume_ratio_exchange float64	retail_short_ratio float64	institutional_short_ratio float64	market_maker_short_ratio float64
ZUMZ	2013-03-15	936,388	1,386,984	0.708941	0.384383	0.51734	0.098277
ZUMZ	2013-03-22	350,185	612,114	0.604875	0.376366	0.497862	0.125772
ZUMZ	2013-03-29	258,261	498,298	0.529268	0.456969	0.381033	0.161998
ZUMZ	2013-04-05	884,036	1,262,667	0.694498	0.612538	0.321178	0.066284
ZUMZ	2013-04-12	1,648,848	2,916,641	0.661437	0.64374	0.280268	0.075992
ZUMZ	2013-04-19	917,116	1,636,761	0.642857	0.607579	0.318326	0.074095
ZUMZ	2013-04-26	769,193	1,287,722	0.601592	0.563764	0.338622	0.097614
ZUMZ	2013-05-03	691,731	1,001,924	0.671511	0.648892	0.312608	0.038501
ZUMZ	2013-05-10	848,630	1,326,064	0.648777	0.66784	0.292245	0.039915
ZUMZ	2013-05-17	563,207	842,322	0.678951	0.494444	0.476835	0.02872
ZUMZ	2013-05-24	653,114	1,226,109	0.620847	0.637111	0.331146	0.031743
ZUMZ	2013-05-31	402,128	573,676	0.612222	0.682095	0.289503	0.028402
ZUMZ	2013-06-07	380,390	797,850	0.545749	0.579877	0.356552	0.063571
ZUMZ	2013-06-14	285,414	475,119	0.625964	0.640276	0.306386	0.053338
ZUMZ	2013-06-21	388,676	753,354	0.590733	0.628663	0.2911	0.080237
ZUMZ	2013-06-28	817,078	1,355,924	0.569999	0.496039	0.367568	0.136393
ZUMZ	2013-07-05	381,147	769,114	0.524674	0.631435	0.303763	0.064801
ZUMZ	2013-07-12	471,381	837,710	0.524841	0.670013	0.273812	0.056175
ZUMZ	2013-07-19	331,536	505,851	0.665499	0.674797	0.296976	0.028227
ZUMZ	2013-07-26	161,588	381,935	0.492204	0.517716	0.430401	0.051883
ZUMZ	2013-08-02	167,718	543,114	0.382244	0.617545	0.334347	0.048108
ZUMZ	2013-08-09	274,959	534,218	0.529466	0.600576	0.35595	0.043474
ZUMZ	2013-08-16	178,578	399,488	0.531472	0.573719	0.402135	0.024145
ZUMZ	2013-08-23	296,248	466,211	0.668045	0.593955	0.267274	0.138771
ZUMZ	2013-08-30	303,465	478,473	0.627154	0.719539	0.247441	0.033021
ZUMZ	2013-09-06	896,353	1,599,862	0.586811	0.700282	0.280556	0.019162
ZUMZ	2013-09-13	419,516	745,725	0.576608	0.623201	0.344654	0.032145
ZUMZ	2013-09-20	211,014	510,385	0.416171	0.668061	0.30768	0.024259
ZUMZ	2013-09-27	233,653	658,773	0.431007	0.656679	0.29781	0.045511
ZUMZ	2013-10-04	364,812	727,249	0.67093	0.648684	0.31873	0.032586
ZUMZ	2013-10-11	519,945	828,262	0.666714	0.626548	0.344844	0.028608
ZUMZ	2013-10-18	411,208	609,279	0.675926	0.605884	0.371326	0.02279
ZUMZ	2013-10-25	254,433	386,653	0.602146	0.488489	0.47902	0.03249
ZUMZ	2013-11-01	263,876	408,582	0.717565	0.561644	0.410717	0.02764
ZUMZ	2013-11-08	205,136	404,896	0.539209	0.434189	0.511513	0.054298
ZUMZ	2013-11-15	230,468	459,815	0.523078	0.499173	0.451018	0.049809
ZUMZ	2013-11-22	261,013	523,897	0.510653	0.528152	0.425332	0.046516
ZUMZ	2013-11-29	448,549	1,071,598	0.387184	0.532014	0.439206	0.02878
ZUMZ	2013-12-06	710,230	1,815,863	0.483581	0.561339	0.409596	0.029065
ZUMZ	2013-12-13	522,507	1,049,292	0.525517	0.583699	0.39094	0.025361
ZUMZ	2013-12-20	539,921	1,140,795	0.563136	0.592319	0.361184	0.046498
ZUMZ	2013-12-27	240,701	573,400	0.486507	0.596283	0.350075	0.053642
ZUMZ	2014-01-03	318,073	712,738	0.548425	0.577298	0.320073	0.10263
ZUMZ	2014-01-10	1,019,635	1,692,503	0.639769	0.649806	0.304766	0.045427
ZUMZ	2014-01-17	478,338	1,183,662	0.519696	0.535588	0.414696	0.049717
ZUMZ	2014-01-24	237,641	583,061	0.550535	0.53272	0.40576	0.06152
ZUMZ	2014-01-31	268,142	865,901	0.429099	0.471469	0.410051	0.11848
ZUMZ	2014-02-07	535,752	838,819	0.689298	0.546522	0.385671	0.067807
ZUMZ	2014-02-14	332,307	1,001,475	0.48154	0.44393	0.468651	0.087419
ZUMZ	2014-02-21	259,943	754,554	0.449583	0.505851	0.413078	0.081071
ZUMZ	2014-02-28	374,594	867,873	0.516156	0.456836	0.358353	0.184811
ZUMZ	2014-03-07	322,999	474,796	0.729375	0.594112	0.326665	0.079223
ZUMZ	2014-03-14	1,295,743	1,710,471	0.714063	0.657761	0.303204	0.039035
ZUMZ	2014-03-21	453,724	698,356	0.628808	0.549226	0.37586	0.074914
ZUMZ	2014-03-28	436,834	738,881	0.631044	0.632074	0.302246	0.06568
ZUMZ	2014-04-04	382,050	897,898	0.555347	0.546185	0.332254	0.12156
ZUMZ	2014-04-11	512,751	903,616	0.565318	0.577369	0.342639	0.079992
ZUMZ	2014-04-18	294,107	492,650	0.611446	0.667044	0.282803	0.050153
ZUMZ	2014-04-25	213,967	418,508	0.54001	0.506783	0.385487	0.10773
ZUMZ	2014-05-02	406,847	706,706	0.582656	0.60992	0.343371	0.046709
ZUMZ	2014-05-09	817,219	1,437,204	0.612805	0.524695	0.317347	0.157958
ZUMZ	2014-05-16	535,874	839,678	0.693864	0.538041	0.312371	0.149588
ZUMZ	2014-05-23	711,062	1,215,634	0.675977	0.657913	0.302484	0.039602
ZUMZ	2014-05-30	411,730	585,805	0.710975	0.645116	0.324681	0.030203
ZUMZ	2014-06-06	691,262	1,128,649	0.650405	0.600834	0.363678	0.035488
ZUMZ	2014-06-13	299,219	655,770	0.529886	0.598769	0.358089	0.043142
ZUMZ	2014-06-20	404,762	953,675	0.489734	0.507237	0.43807	0.054693
ZUMZ	2014-06-27	228,076	516,776	0.513529	0.663295	0.284517	0.052188
ZUMZ	2014-07-04	156,133	366,909	0.462558	0.568222	0.318801	0.112977
ZUMZ	2014-07-11	556,545	1,030,255	0.508194	0.60478	0.32681	0.068411
ZUMZ	2014-07-18	286,704	487,164	0.603427	0.556137	0.328052	0.115811
ZUMZ	2014-07-25	309,433	525,731	0.617698	0.656664	0.278986	0.06435
ZUMZ	2014-08-01	352,068	626,939	0.550968	0.650829	0.298494	0.050677
ZUMZ	2014-08-08	553,444	1,002,861	0.574975	0.727244	0.240903	0.031853
ZUMZ	2014-08-15	360,099	708,268	0.526283	0.63181	0.337722	0.030468
ZUMZ	2014-08-22	510,671	864,934	0.654386	0.655578	0.307071	0.037351
ZUMZ	2014-08-29	382,543	598,963	0.677808	0.615428	0.308497	0.076075
ZUMZ	2014-09-05	840,246	1,795,021	0.497785	0.627788	0.340825	0.031386
ZUMZ	2014-09-12	392,324	921,781	0.515278	0.578903	0.356742	0.064355
ZUMZ	2014-09-19	296,546	489,803	0.660522	0.555185	0.405893	0.038921
ZUMZ	2014-09-26	402,545	700,654	0.62019	0.632371	0.325547	0.042082
ZUMZ	2014-10-03	288,959	576,107	0.572144	0.515077	0.416713	0.06821
ZUMZ	2014-10-10	707,549	1,208,331	0.667419	0.621541	0.320875	0.057585
ZUMZ	2014-10-17	519,461	896,728	0.532582	0.657925	0.291411	0.050664
ZUMZ	2014-10-24	409,356	1,070,455	0.500667	0.648841	0.31585	0.035309
ZUMZ	2014-10-31	491,125	1,107,850	0.61342	0.610698	0.281489	0.107813
ZUMZ	2014-11-07	416,595	739,372	0.644113	0.597702	0.336309	0.06599
ZUMZ	2014-11-14	254,346	610,847	0.5185	0.563184	0.392834	0.043983
ZUMZ	2014-11-21	288,616	535,437	0.572345	0.51598	0.44038	0.04364
ZUMZ	2014-11-28	133,609	252,817	0.569452	0.500517	0.426525	0.072958
ZUMZ	2014-12-05	327,824	708,139	0.535704	0.659961	0.310497	0.029543
ZUMZ	2014-12-12	351,321	787,495	0.538842	0.6209	0.334418	0.044683
ZUMZ	2014-12-19	453,975	935,953	0.594758	0.599577	0.354533	0.04589
ZUMZ	2014-12-26	250,090	353,691	0.68485	0.507009	0.300749	0.192241
ZUMZ	2015-01-02	193,534	340,294	0.586897	0.518962	0.387812	0.093226
ZUMZ	2015-01-09	540,722	997,423	0.59409	0.643411	0.308004	0.048586
ZUMZ	2015-01-16	422,609	768,331	0.612107	0.601386	0.310095	0.088519
ZUMZ	2015-01-23	574,849	795,679	0.736283	0.585332	0.347316	0.067353
ZUMZ	2015-01-30	272,464	446,937	0.617553	0.593478	0.272446	0.134077
ZUMZ	2015-02-06	423,106	701,905	0.613568	0.617358	0.342287	0.040355

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