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	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
ZUMZ	2015-02-13	307,771	459,152	0.705212	0.667963	0.289448	0.042589
ZUMZ	2015-02-20	216,262	352,745	0.603841	0.647345	0.315313	0.037342
ZUMZ	2015-02-27	189,458	377,540	0.546866	0.609667	0.338796	0.051537
ZUMZ	2015-03-06	375,438	626,920	0.606379	0.491678	0.323732	0.18459
ZUMZ	2015-03-13	826,489	1,604,147	0.64152	0.548607	0.293076	0.158316
ZUMZ	2015-03-20	383,614	924,096	0.451416	0.651212	0.306949	0.04184
ZUMZ	2015-03-27	344,565	704,835	0.643814	0.576542	0.35539	0.068069
ZUMZ	2015-04-03	240,226	382,921	0.676625	0.507568	0.422504	0.069928
ZUMZ	2015-04-10	854,885	1,314,867	0.665277	0.51927	0.454088	0.026643
ZUMZ	2015-04-17	464,222	903,331	0.551506	0.480827	0.487291	0.031881
ZUMZ	2015-04-24	414,186	990,954	0.487986	0.474099	0.457015	0.068885
ZUMZ	2015-05-01	566,793	1,093,103	0.573742	0.546936	0.360685	0.092378
ZUMZ	2015-05-08	323,837	889,370	0.430459	0.438507	0.524621	0.036872
ZUMZ	2015-05-15	250,935	511,467	0.481583	0.499994	0.47797	0.022036
ZUMZ	2015-05-22	275,261	574,642	0.477399	0.532222	0.438912	0.028866
ZUMZ	2015-05-29	210,750	436,363	0.534084	0.54241	0.425424	0.032166
ZUMZ	2015-06-05	2,269,034	4,030,040	0.629847	0.699008	0.274297	0.026694
ZUMZ	2015-06-12	1,081,511	2,278,210	0.501534	0.590199	0.341052	0.06875
ZUMZ	2015-06-19	795,915	1,473,933	0.572398	0.623221	0.332566	0.044212
ZUMZ	2015-06-26	1,176,356	1,866,840	0.633704	0.655233	0.313141	0.031626
ZUMZ	2015-07-03	510,055	889,280	0.617743	0.570019	0.40762	0.022361
ZUMZ	2015-07-10	623,891	1,087,624	0.622437	0.558947	0.408865	0.032188
ZUMZ	2015-07-17	417,966	842,253	0.536881	0.569015	0.39848	0.032505
ZUMZ	2015-07-24	467,946	709,354	0.65817	0.60142	0.366989	0.031592
ZUMZ	2015-07-31	427,274	636,589	0.70809	0.59078	0.393799	0.015421
ZUMZ	2015-08-07	772,060	1,238,077	0.700283	0.634473	0.336205	0.029322
ZUMZ	2015-08-14	623,582	1,024,917	0.60764	0.608983	0.375671	0.015346
ZUMZ	2015-08-21	859,106	1,044,422	0.788238	0.568703	0.361094	0.070203
ZUMZ	2015-08-28	708,536	955,325	0.719409	0.634634	0.295154	0.070212
ZUMZ	2015-09-04	893,060	1,018,259	0.844778	0.608269	0.304917	0.086814
ZUMZ	2015-09-11	2,614,120	5,782,938	0.551455	0.592842	0.392316	0.014842
ZUMZ	2015-09-18	1,893,785	4,230,510	0.507459	0.641819	0.331146	0.027035
ZUMZ	2015-09-25	1,007,964	1,500,465	0.690403	0.571851	0.388192	0.039957
ZUMZ	2015-10-02	1,374,238	1,942,087	0.673796	0.596227	0.365548	0.038226
ZUMZ	2015-10-09	1,325,268	2,229,134	0.585006	0.66101	0.300912	0.038078
ZUMZ	2015-10-16	837,889	1,214,542	0.680645	0.64712	0.324387	0.028493
ZUMZ	2015-10-23	705,820	1,135,307	0.628088	0.663598	0.314034	0.022369
ZUMZ	2015-10-30	558,027	1,041,624	0.516417	0.517092	0.446329	0.036579
ZUMZ	2015-11-06	682,518	1,002,332	0.670699	0.559209	0.359135	0.081656
ZUMZ	2015-11-13	764,924	1,163,159	0.661456	0.493443	0.405111	0.101446
ZUMZ	2015-11-20	996,065	1,507,268	0.692317	0.638022	0.330981	0.030997
ZUMZ	2015-11-27	521,147	942,463	0.59374	0.600468	0.370882	0.028651
ZUMZ	2015-12-04	2,680,384	3,858,831	0.729971	0.692597	0.287543	0.01986
ZUMZ	2015-12-11	994,272	1,619,841	0.643609	0.61649	0.356518	0.026992
ZUMZ	2015-12-18	906,522	1,310,607	0.710117	0.557283	0.410103	0.032614
ZUMZ	2015-12-25	510,347	743,654	0.662522	0.5402	0.407218	0.052582
ZUMZ	2016-01-01	411,090	605,557	0.660345	0.553864	0.386161	0.059974
ZUMZ	2016-01-08	2,188,416	3,447,994	0.643682	0.574007	0.329173	0.09682
ZUMZ	2016-01-15	956,240	1,327,882	0.743165	0.565195	0.40344	0.031365
ZUMZ	2016-01-22	491,400	816,550	0.618116	0.564017	0.327372	0.10861
ZUMZ	2016-01-29	627,348	929,677	0.626565	0.57917	0.390887	0.029943
ZUMZ	2016-02-05	899,796	1,658,104	0.631579	0.680522	0.276951	0.042527
ZUMZ	2016-02-12	658,075	1,318,284	0.586615	0.638718	0.321623	0.039659
ZUMZ	2016-02-19	585,879	975,826	0.647608	0.682185	0.286323	0.031492
ZUMZ	2016-02-26	756,138	1,168,836	0.674679	0.650875	0.323875	0.025249
ZUMZ	2016-03-04	902,880	1,198,411	0.757593	0.619849	0.346021	0.03413
ZUMZ	2016-03-11	2,341,566	3,842,278	0.712813	0.675295	0.28378	0.040925
ZUMZ	2016-03-18	922,406	1,496,557	0.627502	0.536611	0.373741	0.089647
ZUMZ	2016-03-25	467,954	610,111	0.7408	0.533477	0.344669	0.121853
ZUMZ	2016-04-01	773,681	958,045	0.825558	0.576147	0.274291	0.149562
ZUMZ	2016-04-08	1,324,317	1,608,123	0.842503	0.56588	0.267809	0.166311
ZUMZ	2016-04-15	830,278	1,236,327	0.750641	0.594059	0.315614	0.090327

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