Split (1)

train · 2.57M 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	2012-06-22	604,788	1,000,304	0.625189	0.354181	0.585677	0.060143
ZUMZ	2012-06-29	385,778	638,057	0.562215	0.385821	0.569001	0.045178
ZUMZ	2012-07-06	353,586	738,175	0.49382	0.300835	0.554333	0.144832
ZUMZ	2012-07-13	553,158	946,415	0.589248	0.277235	0.490285	0.232481
ZUMZ	2012-07-20	330,171	671,764	0.528016	0.272788	0.659594	0.067617
ZUMZ	2012-07-27	380,773	650,674	0.593406	0.316985	0.576177	0.106838
ZUMZ	2012-08-03	561,771	906,496	0.64149	0.291659	0.59596	0.112381
ZUMZ	2012-08-10	518,791	720,956	0.759134	0.318128	0.644181	0.037691
ZUMZ	2012-08-17	349,517	511,865	0.685354	0.407523	0.556741	0.035736
ZUMZ	2012-08-24	706,017	966,823	0.779339	0.347159	0.602121	0.050721
ZUMZ	2012-08-31	1,504,844	3,076,418	0.578211	0.318061	0.564044	0.117895
ZUMZ	2012-09-07	506,702	1,235,532	0.445431	0.318991	0.631933	0.049077
ZUMZ	2012-09-14	816,545	1,473,372	0.574654	0.374325	0.47935	0.146324
ZUMZ	2012-09-21	816,091	1,332,844	0.586811	0.340989	0.614701	0.044309
ZUMZ	2012-09-28	876,781	1,743,898	0.510094	0.311509	0.551177	0.137313
ZUMZ	2012-10-05	895,519	1,651,018	0.5737	0.406372	0.551497	0.042132
ZUMZ	2012-10-12	801,357	1,270,436	0.567329	0.228783	0.369652	0.401565
ZUMZ	2012-10-19	261,096	539,955	0.527211	0.496679	0.46185	0.041472
ZUMZ	2012-10-26	660,600	922,696	0.67031	0.201654	0.770307	0.028039
ZUMZ	2012-11-02	911,255	1,757,730	0.525509	0.266153	0.662996	0.070851
ZUMZ	2012-11-09	479,019	828,583	0.610767	0.337956	0.592491	0.069553
ZUMZ	2012-11-16	289,358	559,024	0.558517	0.325948	0.558665	0.115387
ZUMZ	2012-11-23	245,829	358,374	0.674222	0.388955	0.553856	0.057189
ZUMZ	2012-11-30	1,111,982	1,936,975	0.629556	0.380321	0.577138	0.042542
ZUMZ	2012-12-07	482,098	801,263	0.604894	0.454452	0.527784	0.017764
ZUMZ	2012-12-14	485,445	657,978	0.723229	0.408583	0.552682	0.038735
ZUMZ	2012-12-21	564,151	930,754	0.621888	0.417912	0.479028	0.10306
ZUMZ	2012-12-28	239,759	397,399	0.652196	0.39395	0.572207	0.033843
ZUMZ	2013-01-04	835,545	1,178,140	0.713498	0.426974	0.435541	0.137485
ZUMZ	2013-01-11	648,240	892,460	0.680645	0.294905	0.629396	0.075699
ZUMZ	2013-01-18	557,006	792,757	0.693701	0.474422	0.498669	0.026909
ZUMZ	2013-01-25	312,450	525,955	0.621069	0.422312	0.509371	0.068317
ZUMZ	2013-02-01	660,046	1,009,491	0.645039	0.373215	0.537514	0.089272
ZUMZ	2013-02-08	521,225	878,032	0.593149	0.324204	0.542405	0.133392
ZUMZ	2013-02-15	501,750	612,168	0.82728	0.376119	0.525604	0.098277
ZUMZ	2013-02-22	368,768	538,695	0.721165	0.403475	0.526553	0.069972
ZUMZ	2013-03-01	318,719	513,210	0.654256	0.276351	0.664888	0.058762
ZUMZ	2013-03-08	514,252	941,183	0.600064	0.270107	0.618935	0.110958
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

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