Split (1)

train · 2.56M 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
ACRE	2013-02-01	47,328	126,105	0.434136	0.142404	0.857596	0
ACRE	2013-02-08	31,044	92,839	0.396381	0.190211	0.801047	0.008741
ACRE	2013-02-15	22,219	66,918	0.341889	0.083514	0.89265	0.023836
ACRE	2013-02-22	28,289	58,758	0.401982	0.115188	0.878325	0.006487
ACRE	2013-03-01	40,220	118,691	0.406684	0.194452	0.785525	0.020023
ACRE	2013-03-08	29,938	79,963	0.332524	0.120888	0.852961	0.026151
ACRE	2013-03-15	73,240	165,220	0.340487	0.109669	0.859668	0.030663
ACRE	2013-03-22	26,113	118,168	0.264	0.287662	0.703202	0.009136
ACRE	2013-03-29	21,630	54,410	0.254868	0.100734	0.8972	0.002066
ACRE	2013-04-05	154,982	308,841	0.464599	0.541928	0.455775	0.002297
ACRE	2013-04-12	93,623	154,872	0.58029	0.671353	0.327953	0.000693
ACRE	2013-04-19	92,287	214,364	0.373167	0.360894	0.637158	0.001948
ACRE	2013-04-26	79,254	149,098	0.444169	0.598212	0.38924	0.012549
ACRE	2013-05-03	93,749	176,269	0.535831	0.528429	0.467877	0.003693
ACRE	2013-05-10	94,421	176,039	0.582731	0.530978	0.467369	0.001653
ACRE	2013-05-17	164,403	332,525	0.576705	0.413552	0.584269	0.002179
ACRE	2013-05-24	95,535	161,256	0.635645	0.557565	0.438348	0.004087
ACRE	2013-05-31	94,464	237,004	0.426075	0.3442	0.652936	0.002864
ACRE	2013-06-07	80,292	221,281	0.46448	0.389817	0.608565	0.001618
ACRE	2013-06-14	120,614	265,704	0.516466	0.511048	0.478585	0.010367
ACRE	2013-06-21	4,246,625	10,642,867	0.634183	0.470344	0.52011	0.009546
ACRE	2013-06-28	1,155,091	4,996,762	0.31024	0.453249	0.44728	0.099471
ACRE	2013-07-05	915,374	2,125,515	0.497592	0.471102	0.504529	0.024369
ACRE	2013-07-12	819,055	2,150,054	0.488696	0.523636	0.451041	0.025324
ACRE	2013-07-19	744,226	1,565,594	0.514985	0.548951	0.414401	0.036648
ACRE	2013-07-26	436,709	1,375,248	0.377947	0.499415	0.426495	0.074089
ACRE	2013-08-02	1,068,888	2,482,489	0.502432	0.423295	0.522591	0.054114
ACRE	2013-08-09	449,388	1,469,455	0.426945	0.538121	0.415482	0.046396
ACRE	2013-08-16	390,867	1,010,958	0.485782	0.470456	0.479519	0.050025
ACRE	2013-08-23	560,808	1,323,972	0.456852	0.493082	0.411154	0.095765
ACRE	2013-08-30	442,624	1,218,481	0.38122	0.446553	0.53794	0.015507
ACRE	2013-09-06	251,178	788,659	0.326365	0.514356	0.464088	0.021555
ACRE	2013-09-13	398,020	1,288,582	0.316767	0.435955	0.55381	0.010235
ACRE	2013-09-20	640,214	1,638,720	0.381798	0.393622	0.537736	0.068642
ACRE	2013-09-27	359,619	1,431,443	0.254405	0.52602	0.435201	0.038779
ACRE	2013-10-04	486,688	1,495,564	0.318979	0.521475	0.444314	0.03421
ACRE	2013-10-11	288,166	1,005,448	0.357839	0.440462	0.522747	0.036791
ACRE	2013-10-18	491,322	1,602,395	0.437724	0.442131	0.525837	0.032032
ACRE	2013-10-25	278,348	890,000	0.352811	0.427344	0.537257	0.035399
ACRE	2013-11-01	260,291	692,103	0.408192	0.289518	0.679182	0.0313
ACRE	2013-11-08	493,743	1,191,426	0.398816	0.534862	0.448988	0.01615
ACRE	2013-11-15	892,861	2,312,252	0.424433	0.667709	0.29101	0.041281
ACRE	2013-11-22	222,635	1,149,658	0.262154	0.594455	0.368474	0.037071
ACRE	2013-11-29	173,131	573,940	0.344719	0.507239	0.464951	0.02781
ACRE	2013-12-06	226,249	721,371	0.348779	0.405576	0.546806	0.047618
ACRE	2013-12-13	487,472	1,195,859	0.441356	0.48833	0.486239	0.025432
ACRE	2013-12-20	340,131	873,224	0.362212	0.577398	0.405045	0.017558
ACRE	2013-12-27	242,900	824,462	0.325043	0.616514	0.377297	0.006189
ACRE	2014-01-03	172,258	546,041	0.403663	0.396252	0.583447	0.020301
ACRE	2014-01-10	300,781	855,957	0.385508	0.534332	0.441006	0.024661
ACRE	2014-01-17	309,655	690,783	0.416118	0.554817	0.423726	0.021457
ACRE	2014-01-24	251,750	811,897	0.294151	0.547137	0.432836	0.020027
ACRE	2014-01-31	418,792	1,119,076	0.376459	0.570315	0.403538	0.026147
ACRE	2014-02-07	510,940	1,277,239	0.480572	0.56719	0.411751	0.021059
ACRE	2014-02-14	649,946	1,259,740	0.443816	0.594018	0.387034	0.018948
ACRE	2014-02-21	256,818	747,173	0.383244	0.479848	0.491733	0.028419
ACRE	2014-02-28	269,645	967,537	0.378507	0.312511	0.627538	0.05995
ACRE	2014-03-07	409,681	1,019,102	0.42098	0.541637	0.418943	0.039421
ACRE	2014-03-14	215,594	469,257	0.427393	0.492626	0.487902	0.019472
ACRE	2014-03-21	434,265	1,066,648	0.38933	0.449816	0.526239	0.023945
ACRE	2014-03-28	391,520	912,480	0.486861	0.454356	0.51713	0.028514
ACRE	2014-04-04	328,388	819,811	0.44621	0.419527	0.551633	0.02884
ACRE	2014-04-11	327,284	809,948	0.39328	0.57589	0.399337	0.024773
ACRE	2014-04-18	218,968	636,336	0.506954	0.488421	0.479512	0.032067
ACRE	2014-04-25	240,077	561,926	0.475901	0.469879	0.492181	0.037941
ACRE	2014-05-02	369,922	925,112	0.382398	0.580819	0.403068	0.016113
ACRE	2014-05-09	397,015	1,007,572	0.402056	0.510489	0.415714	0.073797
ACRE	2014-05-16	367,477	963,268	0.370482	0.477015	0.456544	0.066442
ACRE	2014-05-23	264,207	674,271	0.37919	0.441338	0.534889	0.023773
ACRE	2014-05-30	211,414	622,651	0.321165	0.484866	0.486178	0.028956
ACRE	2014-06-06	272,746	1,106,089	0.347115	0.445127	0.529348	0.025525
ACRE	2014-06-13	216,658	754,335	0.291749	0.53002	0.456522	0.013458
ACRE	2014-06-20	225,607	636,907	0.369184	0.399341	0.570208	0.030451
ACRE	2014-06-27	597,603	1,273,404	0.406842	0.469552	0.508871	0.021577
ACRE	2014-07-04	295,357	640,731	0.395583	0.364464	0.600613	0.034923
ACRE	2014-07-11	165,992	440,294	0.382293	0.461647	0.514143	0.02421
ACRE	2014-07-18	300,671	707,927	0.434124	0.489621	0.441592	0.068788
ACRE	2014-07-25	173,269	369,849	0.484589	0.437118	0.539482	0.0234
ACRE	2014-08-01	345,663	946,079	0.427301	0.52598	0.438839	0.035181
ACRE	2014-08-08	140,041	352,058	0.436079	0.510278	0.469319	0.020403
ACRE	2014-08-15	241,509	537,853	0.455896	0.376243	0.549288	0.074469
ACRE	2014-08-22	158,362	448,422	0.446575	0.382267	0.472745	0.144988
ACRE	2014-08-29	237,051	668,279	0.400044	0.409427	0.528524	0.062048
ACRE	2014-09-05	189,992	439,599	0.516998	0.347152	0.627749	0.025099
ACRE	2014-09-12	275,792	606,098	0.462761	0.367656	0.570426	0.061918
ACRE	2014-09-19	315,358	668,140	0.514255	0.386173	0.594304	0.019523
ACRE	2014-09-26	297,967	574,003	0.534935	0.445473	0.535685	0.018843
ACRE	2014-10-03	366,184	862,634	0.47494	0.404432	0.544435	0.051134
ACRE	2014-10-10	149,707	558,684	0.318252	0.402502	0.562804	0.034694
ACRE	2014-10-17	184,419	595,171	0.34433	0.409863	0.546535	0.043602
ACRE	2014-10-24	202,295	484,363	0.338959	0.381126	0.596844	0.02203
ACRE	2014-10-31	189,589	583,716	0.272297	0.348912	0.598462	0.052626
ACRE	2014-11-07	83,953	515,584	0.215169	0.400165	0.559189	0.040646
ACRE	2014-11-14	280,843	709,562	0.380368	0.364197	0.589148	0.046655
ACRE	2014-11-21	168,047	354,773	0.429256	0.383277	0.589587	0.027136
ACRE	2014-11-28	93,076	269,516	0.455606	0.383098	0.574952	0.041949
ACRE	2014-12-05	226,803	569,574	0.553728	0.537698	0.423656	0.038647
ACRE	2014-12-12	240,538	737,595	0.347	0.442501	0.522844	0.034655
ACRE	2014-12-19	253,922	795,895	0.321367	0.35738	0.617667	0.024954
ACRE	2014-12-26	107,417	461,925	0.272136	0.291051	0.573564	0.135385

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