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
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
ACT	2014-10-17	5,213,542	16,204,286	0.396811	0.51205	0.436848	0.051102
ACT	2014-10-24	2,609,467	6,270,646	0.445074	0.499688	0.452742	0.047569
ACT	2014-10-31	2,097,202	6,141,713	0.397164	0.449319	0.473304	0.077377
ACT	2014-11-07	4,412,979	10,551,726	0.438183	0.538687	0.412819	0.048493
ACT	2014-11-14	3,232,433	7,963,916	0.462091	0.52777	0.427341	0.04489
ACT	2014-11-21	21,839,143	36,330,237	0.610032	0.647353	0.31626	0.036387
ACT	2014-11-28	4,526,602	8,713,162	0.523812	0.524016	0.43076	0.045224
ACT	2014-12-05	5,305,653	9,914,555	0.554666	0.596013	0.372352	0.031635
ACT	2014-12-12	5,250,160	9,738,971	0.554359	0.585716	0.350158	0.064126
ACT	2014-12-19	6,085,352	12,853,118	0.522733	0.524576	0.410998	0.064426
ACT	2014-12-26	2,503,524	6,063,152	0.413263	0.520483	0.343986	0.135532
ACT	2015-01-02	2,559,175	4,691,183	0.540925	0.657553	0.304922	0.037525
ACT	2015-01-09	6,329,125	11,024,647	0.573606	0.615442	0.341459	0.043099
ACT	2015-01-16	4,285,469	9,309,815	0.501928	0.470125	0.471192	0.058683
ACT	2015-01-23	4,017,567	8,389,695	0.519416	0.519536	0.459239	0.021225
ACT	2015-01-30	5,304,707	9,594,851	0.568188	0.589788	0.366871	0.043341
ACT	2015-02-06	5,604,183	9,639,890	0.577491	0.582315	0.390572	0.027114
ACT	2015-02-13	4,430,645	7,356,993	0.612894	0.559352	0.41863	0.022017
ACT	2015-02-20	7,037,089	12,389,668	0.583403	0.553195	0.425052	0.021753
ACT	2015-02-27	12,371,631	20,935,041	0.618068	0.585475	0.39701	0.017515
ACT	2015-03-06	6,390,538	10,490,673	0.611512	0.536123	0.390468	0.07341
ACT	2015-03-13	7,555,922	12,076,985	0.613933	0.542583	0.377788	0.079629
ACT	2015-03-20	8,865,181	20,225,182	0.499364	0.447158	0.534438	0.018404
ACT	2015-03-27	5,357,260	11,810,186	0.481822	0.532262	0.439592	0.028146
ACT	2015-04-03	3,693,415	8,858,521	0.46399	0.478594	0.480009	0.041397
ACT	2015-04-10	4,109,665	11,646,032	0.408956	0.476176	0.493077	0.030748
ACT	2015-04-17	4,026,055	9,879,069	0.415998	0.481887	0.495378	0.022735
ACT	2015-04-24	3,135,565	8,876,611	0.372851	0.535301	0.40027	0.06443
ACT	2015-05-01	4,645,763	10,997,692	0.47686	0.475484	0.459087	0.065429
ACT	2015-05-08	3,180,526	7,828,510	0.448514	0.447018	0.519655	0.033326
ACT	2015-05-15	3,863,993	8,311,985	0.483922	0.535656	0.442498	0.021846
ACT	2015-05-22	2,916,040	7,929,040	0.381362	0.51037	0.474654	0.014977
ACT	2015-05-29	3,423,077	8,665,789	0.434665	0.499956	0.478013	0.02203
ACT	2015-06-05	2,967,259	6,595,028	0.497993	0.556425	0.428866	0.014709
ACT	2015-06-12	2,489,837	6,479,905	0.445133	0.467752	0.476176	0.056072
ACT	2017-12-15	115,400	125,723	0.867233	0.897444	0.102556	0
ACT	2017-12-22	93,476	104,334	0.882247	0.960915	0.034089	0.004996
ACT	2017-12-29	84,933	101,012	0.839054	0.961319	0.036613	0.002068
ACT	2018-01-05	188,445	230,769	0.726317	0.948025	0.017933	0.034042
ACT	2018-01-12	48,876	73,111	0.57704	0.95988	0.022777	0.017344
ACT	2018-01-19	44,813	62,096	0.736071	0.934872	0.031046	0.034082
ACT	2018-01-26	48,371	57,904	0.850962	0.953696	0.036375	0.009928
ACT	2018-02-02	31,322	43,548	0.793663	0.960223	0.033089	0.006687
ACT	2018-02-09	25,841	56,421	0.527613	0.933952	0.062293	0.003755
ACT	2018-02-16	10,747	23,676	0.609334	0.955941	0.017277	0.026782
ACT	2018-02-23	12,479	28,751	0.427625	0.883209	0.045753	0.071038
ACT	2018-03-02	13,753	36,177	0.394071	1	0	0
ACT	2018-03-09	10,373	29,138	0.567457	0.855226	0.079393	0.065381
ACT	2018-03-16	7,713	17,738	0.615829	0.970325	0.012293	0.017383
ACT	2018-03-23	10,197	22,063	0.697738	0.918046	0.015522	0.066432
ACT	2018-03-30	3,993	12,601	0.541487	0.968274	0.031726	0
ACT	2018-04-06	14,475	42,980	0.498514	0.973576	0.025967	0.000457
ACT	2018-04-13	6,340	14,078	0.550436	0.780403	0.208003	0.011594

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