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	2016-12-02	352,988	747,283	0.457564	0.592511	0.359469	0.04802
ACRE	2016-12-09	182,101	540,505	0.394945	0.61312	0.365458	0.021422
ACRE	2016-12-16	302,668	936,600	0.36497	0.504725	0.461441	0.033833
ACRE	2016-12-23	183,999	584,934	0.350536	0.623625	0.362659	0.013716
ACRE	2016-12-30	119,853	301,353	0.453094	0.485564	0.49176	0.022676
ACRE	2017-01-06	145,154	395,458	0.423518	0.530991	0.444671	0.024338
ACRE	2017-01-13	117,873	313,519	0.377226	0.546432	0.429138	0.02443
ACRE	2017-01-20	115,780	276,267	0.416871	0.483793	0.484992	0.031214
ACRE	2017-01-27	97,529	285,288	0.378941	0.565339	0.407168	0.027493
ACRE	2017-02-03	138,528	403,764	0.449083	0.537027	0.42771	0.035262
ACRE	2017-02-10	168,889	394,135	0.412117	0.569616	0.356644	0.07374
ACRE	2017-02-17	208,512	532,078	0.453563	0.497324	0.432002	0.070674
ACRE	2017-02-24	114,105	282,413	0.478475	0.412781	0.561238	0.025981
ACRE	2017-03-03	175,140	513,661	0.43101	0.479502	0.504518	0.015979
ACRE	2017-03-10	353,652	917,493	0.360439	0.588537	0.392654	0.018809
ACRE	2017-03-17	322,944	734,655	0.453541	0.440519	0.54592	0.01356
ACRE	2017-03-24	176,662	452,355	0.422197	0.53174	0.451691	0.016569
ACRE	2017-03-31	241,670	530,912	0.418863	0.446344	0.539645	0.014011
ACRE	2017-04-07	253,580	582,868	0.382347	0.489755	0.491469	0.018776
ACRE	2017-04-14	136,093	274,778	0.485325	0.469638	0.519134	0.011228
ACRE	2017-04-21	181,474	401,829	0.436714	0.560643	0.429002	0.010354
ACRE	2017-04-28	242,817	606,430	0.480516	0.530397	0.453133	0.01647
ACRE	2017-05-05	378,535	754,127	0.511842	0.609279	0.3743	0.016421
ACRE	2017-05-12	264,998	497,064	0.547174	0.512131	0.465976	0.021893
ACRE	2017-05-19	229,872	442,603	0.59769	0.522152	0.457895	0.019953
ACRE	2017-05-26	148,003	324,611	0.546241	0.427814	0.490902	0.081284
ACRE	2017-06-02	174,231	334,797	0.623673	0.520531	0.469837	0.009632
ACRE	2017-06-09	149,822	305,581	0.593181	0.523799	0.459229	0.016972
ACRE	2017-06-16	284,225	571,429	0.507196	0.496764	0.496987	0.00625
ACRE	2017-06-23	249,275	498,065	0.628637	0.57137	0.407393	0.021238
ACRE	2017-06-30	174,926	349,085	0.542812	0.485994	0.505452	0.008554
ACRE	2017-07-07	140,848	259,989	0.546006	0.5354	0.446322	0.018278
ACRE	2017-07-14	230,455	458,377	0.553983	0.618877	0.362416	0.018707
ACRE	2017-07-21	215,782	458,750	0.504097	0.522564	0.469219	0.008217
ACRE	2017-07-28	208,301	406,363	0.597099	0.505787	0.4868	0.007413
ACRE	2017-08-04	205,065	419,720	0.546879	0.503106	0.485197	0.011697
ACRE	2017-08-11	260,925	627,550	0.491891	0.493521	0.496259	0.01022
ACRE	2017-08-18	200,223	387,296	0.578688	0.626445	0.365341	0.008214
ACRE	2017-08-25	102,538	237,842	0.462709	0.471511	0.504094	0.024395
ACRE	2017-09-01	130,760	244,094	0.605942	0.637035	0.347606	0.015359
ACRE	2017-09-08	237,476	576,058	0.5394	0.62484	0.365974	0.009186
ACRE	2017-09-15	237,792	580,414	0.505859	0.57506	0.410674	0.014266
ACRE	2017-09-22	130,377	314,420	0.398485	0.566308	0.425807	0.007885
ACRE	2017-09-29	181,060	407,257	0.413497	0.511939	0.458332	0.029729
ACRE	2017-10-06	147,520	407,768	0.379247	0.578157	0.41506	0.006782
ACRE	2017-10-13	145,230	429,683	0.36781	0.633173	0.332762	0.034066
ACRE	2017-10-20	83,899	324,775	0.326916	0.410149	0.57978	0.010071
ACRE	2017-10-27	226,759	451,265	0.463551	0.602162	0.387424	0.010414
ACRE	2017-11-03	305,089	789,568	0.433692	0.541249	0.451269	0.007482
ACRE	2017-11-10	223,373	473,984	0.51105	0.515091	0.469693	0.015216
ACRE	2017-11-17	184,054	375,708	0.474564	0.483476	0.504389	0.012135
ACRE	2017-11-24	138,514	397,168	0.360557	0.4855	0.505243	0.009257
ACRE	2017-12-01	109,055	468,022	0.29687	0.328664	0.652738	0.018598
ACRE	2017-12-08	81,348	219,097	0.398336	0.425921	0.564879	0.0092
ACRE	2017-12-15	132,802	381,714	0.357793	0.381527	0.60215	0.016323
ACRE	2017-12-22	218,432	449,041	0.525713	0.643823	0.348195	0.007982
ACRE	2017-12-29	134,085	363,168	0.391005	0.62107	0.367703	0.011227
ACRE	2018-01-05	243,438	512,485	0.476576	0.56358	0.383178	0.053242
ACRE	2018-01-12	261,963	648,470	0.480093	0.599208	0.384464	0.016327
ACRE	2018-01-19	193,707	597,565	0.387103	0.533847	0.410092	0.056061
ACRE	2018-01-26	144,929	447,540	0.324455	0.514562	0.469965	0.015473
ACRE	2018-02-02	271,142	563,815	0.423198	0.525251	0.465132	0.009617
ACRE	2018-02-09	352,166	766,174	0.511253	0.488896	0.496324	0.014781
ACRE	2018-02-16	162,047	431,298	0.394418	0.453985	0.540755	0.00526
ACRE	2018-02-23	224,942	471,013	0.489525	0.612413	0.370348	0.01724
ACRE	2018-03-02	216,304	444,234	0.496855	0.468004	0.517721	0.014275
ACRE	2018-03-09	182,512	466,756	0.323432	0.422425	0.520901	0.056674
ACRE	2018-03-16	257,545	569,206	0.547961	0.36611	0.555416	0.078474
ACRE	2018-03-23	136,967	316,830	0.394873	0.48802	0.508517	0.003463
ACRE	2018-03-30	122,019	317,088	0.455894	0.412539	0.568408	0.019053
ACRE	2018-04-06	140,297	315,539	0.518346	0.505809	0.479752	0.014439
ACRE	2018-04-13	108,202	325,902	0.336726	0.505659	0.483367	0.010975
ACRE	2018-04-20	101,945	272,582	0.37242	0.425974	0.566583	0.007443
ACRE	2018-04-27	115,625	290,955	0.487061	0.483975	0.404923	0.111102
ACRE	2018-05-04	252,175	791,525	0.381763	0.538572	0.455822	0.005606
ACRE	2018-05-11	157,733	464,713	0.397513	0.628932	0.3576	0.013469
ACRE	2018-05-18	202,662	595,262	0.402887	0.557629	0.425422	0.016949
ACRE	2018-05-25	189,933	797,811	0.293231	0.430131	0.559744	0.010126
ACRE	2018-06-01	89,951	339,336	0.271404	0.46871	0.506097	0.025193
ACRE	2018-06-08	79,674	270,899	0.366426	0.446157	0.532552	0.021291
ACRE	2018-06-15	103,167	356,536	0.425175	0.414715	0.541853	0.043432
ACRE	2018-06-22	115,061	415,095	0.259919	0.494939	0.481873	0.023188
ACRE	2018-06-29	178,424	479,191	0.448488	0.400108	0.559202	0.04069
ACRE	2018-07-06	75,732	266,683	0.289819	0.404919	0.574929	0.020152
ACRE	2018-07-13	73,190	211,817	0.370229	0.270063	0.684659	0.045278
ACRE	2018-07-20	121,512	466,171	0.299014	0.46678	0.511976	0.021244
ACRE	2018-07-27	97,773	348,274	0.283942	0.338298	0.643777	0.017924
ACRE	2018-08-03	95,440	374,949	0.31691	0.520173	0.455983	0.023844
ACRE	2018-08-10	152,471	393,731	0.474322	0.492295	0.478327	0.029378
ACRE	2018-08-17	58,660	253,152	0.287648	0.4149	0.540242	0.044858
ACRE	2018-08-24	67,992	370,219	0.228555	0.422401	0.54355	0.034049
ACRE	2018-08-31	66,184	357,373	0.288648	0.456419	0.532056	0.011525
ACRE	2018-09-07	60,188	236,780	0.273264	0.495263	0.489081	0.015656
ACRE	2018-09-14	107,651	305,207	0.32047	0.475418	0.507656	0.016927
ACRE	2018-09-21	319,777	651,185	0.474197	0.434694	0.549188	0.016118
ACRE	2018-09-28	137,328	429,081	0.364082	0.399552	0.574216	0.026232
ACRE	2018-10-05	129,770	355,118	0.41386	0.404563	0.572558	0.022879
ACRE	2018-10-12	201,595	479,252	0.475175	0.421993	0.55496	0.023047
ACRE	2018-10-19	181,387	466,380	0.437823	0.480403	0.484592	0.035005
ACRE	2018-10-26	188,293	414,792	0.469974	0.447932	0.534102	0.017966

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