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
ACRV	2025-01-31	2,486	3,311	0.819587	0.080798	0.919202	0
ACRV	2025-02-07	26,694	42,383	0.59493	0.008773	0.990625	0.000602
ACRV	2025-02-14	5,149	9,725	0.679204	0.220952	0.779048	0
ACRV	2025-02-21	7,780	10,299	0.721363	0.043852	0.956148	0
ACRV	2025-02-28	2,851	7,646	0.813959	0.079591	0.920409	0
ACRV	2025-03-07	6,464	9,034	0.843816	0.056223	0.943777	0
ACRV	2025-03-14	5,581	7,278	0.788312	0.040244	0.948149	0.011606
ACRV	2025-03-21	2,108	2,847	0.712008	0.040364	0.959636	0
ACRV	2025-03-28	101,721	307,119	0.519621	0.024258	0.975742	0
ACRV	2025-04-04	42,748	132,098	0.505307	0.019234	0.980766	0
ACT	2013-01-25	353,747	1,443,416	0.217334	0.187741	0.802355	0.009904
ACT	2013-02-01	1,391,933	3,473,565	0.413099	0.161355	0.805417	0.033228
ACT	2013-02-08	895,790	2,053,534	0.519279	0.227609	0.737345	0.035045
ACT	2013-02-15	764,586	2,176,773	0.401795	0.193385	0.749108	0.057508
ACT	2013-02-22	1,054,248	2,980,756	0.402142	0.270672	0.68567	0.043657
ACT	2013-03-01	1,219,131	3,051,126	0.424407	0.240846	0.726322	0.032832
ACT	2013-03-08	812,384	2,067,600	0.436752	0.175742	0.785869	0.03839
ACT	2013-03-15	1,644,194	3,681,641	0.450666	0.180132	0.792759	0.027109
ACT	2013-03-22	1,008,737	2,181,363	0.492293	0.181769	0.784111	0.03412
ACT	2013-03-29	805,440	1,863,283	0.447084	0.214945	0.750897	0.034158
ACT	2013-04-05	2,141,221	4,542,741	0.475309	0.455711	0.526098	0.018191
ACT	2013-04-12	1,794,483	3,630,982	0.49519	0.357621	0.624484	0.017895
ACT	2013-04-19	1,425,582	2,895,028	0.486141	0.401976	0.586527	0.011497
ACT	2013-04-26	1,485,279	3,614,270	0.454385	0.429109	0.521173	0.049718
ACT	2013-05-03	3,935,312	11,656,466	0.430672	0.475702	0.5083	0.015998
ACT	2013-05-10	3,903,200	10,011,341	0.434667	0.427902	0.551239	0.020859
ACT	2013-05-17	3,704,444	11,624,801	0.414194	0.494243	0.492147	0.01361
ACT	2013-05-24	6,804,718	13,518,391	0.537893	0.536993	0.449684	0.013322
ACT	2013-05-31	1,864,412	4,860,345	0.425847	0.491696	0.494906	0.013398
ACT	2013-06-07	2,984,786	5,844,913	0.515155	0.501346	0.480306	0.018348
ACT	2013-06-14	1,985,965	4,115,013	0.51893	0.466078	0.51513	0.018792
ACT	2013-06-21	2,289,039	5,023,295	0.505913	0.451023	0.527236	0.021741
ACT	2013-06-28	2,740,756	6,054,449	0.498846	0.518359	0.381138	0.100503
ACT	2013-07-05	1,819,354	3,188,563	0.602705	0.46693	0.509433	0.023637
ACT	2013-07-12	1,872,661	4,375,883	0.453151	0.39963	0.562943	0.037427
ACT	2013-07-19	1,840,678	4,651,833	0.44948	0.49718	0.47952	0.0233
ACT	2013-07-26	3,343,338	7,483,443	0.497687	0.585801	0.383202	0.030997
ACT	2013-08-02	3,092,183	6,503,291	0.521738	0.487322	0.490997	0.021681
ACT	2013-08-09	1,732,722	3,371,459	0.5663	0.47821	0.489034	0.032756
ACT	2013-08-16	2,583,537	4,818,097	0.587144	0.437346	0.534853	0.0278
ACT	2013-08-23	1,697,262	3,893,849	0.536863	0.415062	0.498958	0.08598
ACT	2013-08-30	1,682,899	3,166,306	0.583628	0.408866	0.571491	0.019643
ACT	2013-09-06	2,145,095	4,896,608	0.519556	0.48907	0.49262	0.01831
ACT	2013-09-13	1,671,352	3,946,270	0.510811	0.445216	0.534829	0.019955
ACT	2013-09-20	1,965,410	5,040,850	0.568595	0.432886	0.550906	0.016208
ACT	2013-09-27	2,483,052	5,687,853	0.508705	0.463531	0.501818	0.034652
ACT	2013-10-04	4,905,217	11,397,893	0.472692	0.434037	0.552196	0.013767
ACT	2013-10-11	2,116,527	6,406,747	0.378452	0.42227	0.561703	0.016027
ACT	2013-10-18	1,887,493	5,103,573	0.406076	0.416994	0.56956	0.013446
ACT	2013-10-25	2,078,286	5,609,994	0.415922	0.493552	0.484928	0.02152
ACT	2013-11-01	2,535,425	7,651,133	0.386027	0.504073	0.480742	0.015185
ACT	2013-11-08	1,636,640	4,948,747	0.389278	0.469417	0.511946	0.018637
ACT	2013-11-15	2,244,374	5,922,619	0.44974	0.508014	0.477057	0.014929
ACT	2013-11-22	1,253,577	3,636,573	0.388329	0.5313	0.449051	0.019649
ACT	2013-11-29	1,077,112	2,874,205	0.464796	0.441884	0.528541	0.029576
ACT	2013-12-06	2,204,274	4,857,788	0.506295	0.532873	0.450503	0.016624
ACT	2013-12-13	1,773,780	4,868,934	0.443149	0.507372	0.467018	0.02561
ACT	2013-12-20	2,079,241	6,290,595	0.464903	0.450261	0.533516	0.016223
ACT	2013-12-27	675,215	1,881,358	0.366434	0.526827	0.461371	0.011802
ACT	2014-01-03	1,034,722	2,237,825	0.516179	0.446179	0.543746	0.010075
ACT	2014-01-10	2,275,084	6,024,765	0.463017	0.444652	0.538811	0.016536
ACT	2014-01-17	2,320,790	6,135,352	0.44802	0.443366	0.526534	0.030099
ACT	2014-01-24	1,860,194	5,401,817	0.420367	0.442659	0.533134	0.024206
ACT	2014-01-31	3,659,447	7,213,613	0.515211	0.485671	0.495891	0.018439
ACT	2014-02-07	2,717,068	6,488,135	0.466519	0.409957	0.565166	0.024876
ACT	2014-02-14	1,649,871	4,091,360	0.441724	0.453461	0.523191	0.023348
ACT	2014-02-21	15,024,295	24,693,222	0.636078	0.612895	0.365846	0.021259
ACT	2014-02-28	5,921,873	12,599,359	0.546669	0.476119	0.431724	0.092158
ACT	2014-03-07	5,941,749	11,511,939	0.52148	0.573686	0.408209	0.018106
ACT	2014-03-14	4,133,494	8,173,192	0.530354	0.53554	0.436961	0.0275
ACT	2014-03-21	3,887,003	7,581,061	0.572645	0.568196	0.410119	0.021685
ACT	2014-03-28	4,721,134	8,999,006	0.538946	0.541028	0.431915	0.027057
ACT	2014-04-04	4,339,914	9,255,258	0.494577	0.621303	0.359413	0.019284
ACT	2014-04-11	8,712,559	15,956,231	0.514712	0.646764	0.329632	0.023603
ACT	2014-04-18	3,771,516	6,593,543	0.581653	0.522713	0.453147	0.02414
ACT	2014-04-25	4,375,751	7,437,552	0.545927	0.626925	0.360009	0.013066
ACT	2014-05-02	5,287,293	9,762,798	0.519858	0.599721	0.379255	0.021023
ACT	2014-05-09	4,110,523	7,976,673	0.558525	0.542762	0.380878	0.07636
ACT	2014-05-16	3,865,372	7,359,225	0.550042	0.561214	0.356417	0.082369
ACT	2014-05-23	3,301,770	5,984,367	0.573792	0.619113	0.360773	0.020114
ACT	2014-05-30	2,829,523	5,189,797	0.53846	0.572843	0.407737	0.01942
ACT	2014-06-06	3,646,355	6,587,185	0.561052	0.619011	0.358819	0.02217
ACT	2014-06-13	2,713,735	5,561,435	0.510121	0.592093	0.381839	0.026068
ACT	2014-06-20	3,851,102	8,702,453	0.513091	0.564084	0.412869	0.023047
ACT	2014-06-27	4,417,376	9,451,600	0.497675	0.562185	0.410275	0.027539
ACT	2014-07-04	4,250,563	13,614,935	0.381193	0.41112	0.499085	0.089794
ACT	2014-07-11	2,644,340	8,576,146	0.359903	0.539666	0.422819	0.037516
ACT	2014-07-18	2,303,578	6,355,072	0.397369	0.461312	0.454573	0.084115
ACT	2014-07-25	1,843,379	6,868,419	0.380074	0.49511	0.455923	0.048967
ACT	2014-08-01	3,635,735	14,506,075	0.370471	0.558258	0.378919	0.062823
ACT	2014-08-08	5,868,962	17,492,023	0.389462	0.519118	0.39864	0.082242
ACT	2014-08-15	3,290,559	9,823,006	0.365744	0.490384	0.441371	0.068246
ACT	2014-08-22	2,653,683	6,931,821	0.421098	0.458071	0.483834	0.058095
ACT	2014-08-29	1,323,131	3,870,201	0.389628	0.474886	0.466194	0.058921
ACT	2014-09-05	1,855,515	4,595,570	0.421684	0.510579	0.451543	0.037877
ACT	2014-09-12	3,225,019	8,022,868	0.447208	0.529927	0.382666	0.087407
ACT	2014-09-19	3,806,347	9,238,416	0.442307	0.541336	0.40934	0.049325
ACT	2014-09-26	4,605,151	12,725,709	0.397029	0.487384	0.435848	0.076768
ACT	2014-10-03	2,805,152	9,603,831	0.352485	0.457352	0.475145	0.067503
ACT	2014-10-10	3,294,335	10,213,291	0.378878	0.475819	0.451705	0.072475

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