Split (1)

train · 2.54M 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
ACET	2014-07-11	248,091	471,657	0.557137	0.573673	0.35473	0.071597
ACET	2014-07-18	167,948	353,844	0.47548	0.582881	0.314852	0.102266
ACET	2014-07-25	195,966	362,558	0.54591	0.66529	0.291235	0.043474
ACET	2014-08-01	177,498	407,515	0.525941	0.646058	0.277916	0.076027
ACET	2014-08-08	240,734	487,373	0.542425	0.702671	0.241903	0.055426
ACET	2014-08-15	174,467	293,977	0.641605	0.701514	0.239846	0.05864
ACET	2014-08-22	221,553	439,824	0.638221	0.723264	0.202894	0.073842
ACET	2014-08-29	144,043	281,467	0.533394	0.670512	0.261608	0.06788
ACET	2014-09-05	341,391	641,113	0.576617	0.65245	0.27327	0.07428
ACET	2014-09-12	337,196	842,965	0.429976	0.713641	0.216684	0.069675
ACET	2014-09-19	206,250	372,864	0.53664	0.721765	0.222273	0.055962
ACET	2014-09-26	166,216	421,005	0.476165	0.629197	0.335824	0.034979
ACET	2014-10-03	189,963	378,626	0.512764	0.598584	0.368774	0.032642
ACET	2014-10-10	209,016	445,578	0.513653	0.606102	0.356761	0.037137
ACET	2014-10-17	273,683	1,126,684	0.521146	0.61044	0.309968	0.079592
ACET	2014-10-24	250,142	647,935	0.569089	0.640314	0.307701	0.051985
ACET	2014-10-31	367,762	608,318	0.663974	0.60557	0.268161	0.126269
ACET	2014-11-07	451,042	982,518	0.482499	0.68392	0.270978	0.045103
ACET	2014-11-14	263,439	436,358	0.669046	0.692574	0.259624	0.047802
ACET	2014-11-21	219,447	336,257	0.691863	0.697326	0.244954	0.05772
ACET	2014-11-28	101,949	159,928	0.752789	0.725246	0.206216	0.068537
ACET	2014-12-05	217,877	309,824	0.746127	0.645718	0.274568	0.079714
ACET	2014-12-12	188,390	349,558	0.550645	0.683826	0.261145	0.055029
ACET	2014-12-19	176,072	434,229	0.513461	0.617918	0.292046	0.090036
ACET	2014-12-26	142,545	291,132	0.615078	0.640912	0.149249	0.209838
ACET	2015-01-02	123,179	199,967	0.690242	0.670386	0.231979	0.097635
ACET	2015-01-09	190,071	398,916	0.644871	0.637744	0.278997	0.083259
ACET	2015-01-16	186,008	359,952	0.597292	0.575546	0.302883	0.121572
ACET	2015-01-23	87,401	236,286	0.424443	0.680445	0.287221	0.032334
ACET	2015-01-30	174,268	407,527	0.522093	0.716597	0.219152	0.064251
ACET	2015-02-06	157,935	250,281	0.629854	0.674711	0.255058	0.070231
ACET	2015-02-13	181,044	267,768	0.664633	0.73853	0.21507	0.046399
ACET	2015-02-20	135,087	177,925	0.762525	0.655031	0.247409	0.09756
ACET	2015-02-27	295,742	622,433	0.680362	0.877049	0.106158	0.016793
ACET	2015-03-06	379,217	589,368	0.696993	0.751193	0.161273	0.087534
ACET	2015-03-13	206,108	307,554	0.658747	0.700869	0.184426	0.114705
ACET	2015-03-20	201,751	389,827	0.626665	0.727979	0.225584	0.046437
ACET	2015-03-27	148,680	271,049	0.669383	0.732914	0.237931	0.029156
ACET	2015-04-03	114,340	176,665	0.642111	0.735794	0.216625	0.047581
ACET	2015-04-10	63,298	178,632	0.411386	0.665395	0.2827	0.051906
ACET	2015-04-17	105,864	319,462	0.380905	0.706002	0.244382	0.049616
ACET	2015-04-24	80,575	290,372	0.3628	0.603219	0.30035	0.096432
ACET	2015-05-01	177,017	327,295	0.54379	0.640058	0.267744	0.092197
ACET	2015-05-08	154,884	375,104	0.537542	0.577918	0.360246	0.061837
ACET	2015-05-15	148,005	315,719	0.466477	0.654296	0.322114	0.02359
ACET	2015-05-22	202,713	378,033	0.584362	0.683586	0.291907	0.024507
ACET	2015-05-29	144,935	262,346	0.595512	0.749602	0.205331	0.045067
ACET	2015-06-05	200,720	348,881	0.627603	0.698767	0.275634	0.025599
ACET	2015-06-12	148,034	439,973	0.382133	0.64898	0.276033	0.074988
ACET	2015-06-19	139,194	408,069	0.478953	0.70082	0.270093	0.029087
ACET	2015-06-26	79,354	278,267	0.393875	0.721269	0.242859	0.035872
ACET	2015-07-03	77,086	214,141	0.419289	0.682871	0.286688	0.030441
ACET	2015-07-10	172,947	401,006	0.43273	0.628911	0.342387	0.028703
ACET	2015-07-17	276,349	968,453	0.351244	0.680308	0.292604	0.027088
ACET	2015-07-24	241,587	581,613	0.469772	0.748422	0.204608	0.04697
ACET	2015-07-31	106,616	250,621	0.48487	0.695876	0.259119	0.045005
ACET	2015-08-07	183,374	309,032	0.608878	0.710784	0.260415	0.0288
ACET	2015-08-14	292,216	442,292	0.605277	0.747445	0.237946	0.014608
ACET	2015-08-21	150,940	308,114	0.529174	0.644923	0.258657	0.09642
ACET	2015-08-28	156,451	394,433	0.457531	0.62721	0.284236	0.088554
ACET	2015-09-04	143,930	328,149	0.457404	0.650778	0.248916	0.100306
ACET	2015-09-11	583,575	1,171,852	0.507866	0.761631	0.198897	0.039472
ACET	2015-09-18	376,424	1,273,064	0.43397	0.694647	0.281953	0.0234
ACET	2015-09-25	358,046	779,249	0.47173	0.728082	0.239653	0.032265
ACET	2015-10-02	445,170	700,115	0.64221	0.751221	0.22747	0.021309
ACET	2015-10-09	255,415	379,911	0.649749	0.747365	0.215796	0.036838
ACET	2015-10-16	323,106	566,532	0.589758	0.729866	0.249835	0.020299
ACET	2015-10-23	447,114	747,054	0.60889	0.775697	0.211632	0.012671
ACET	2015-10-30	221,154	646,443	0.466487	0.691518	0.293348	0.015134
ACET	2015-11-06	365,262	741,517	0.504651	0.718743	0.189093	0.092164
ACET	2015-11-13	1,772,188	2,343,227	0.651831	0.748204	0.188624	0.063172
ACET	2015-11-20	1,212,279	1,669,084	0.600813	0.881732	0.10892	0.009348
ACET	2015-11-27	472,049	644,134	0.668667	0.743395	0.241907	0.014699
ACET	2015-12-04	581,259	866,320	0.663915	0.699311	0.2826	0.018089
ACET	2015-12-11	358,329	772,327	0.457495	0.730111	0.236583	0.033306
ACET	2015-12-18	782,335	1,370,099	0.580202	0.721866	0.254154	0.023981
ACET	2015-12-25	474,066	699,368	0.653035	0.698028	0.269329	0.032644
ACET	2016-01-01	392,611	543,168	0.724188	0.670698	0.296067	0.033235
ACET	2016-01-08	460,823	791,982	0.636263	0.595849	0.323141	0.081009
ACET	2016-01-15	271,941	456,389	0.603227	0.745533	0.20302	0.051448
ACET	2016-01-22	415,452	554,019	0.718946	0.693943	0.236317	0.06974
ACET	2016-01-29	321,605	479,193	0.6591	0.730116	0.240207	0.029677
ACET	2016-02-05	461,763	722,176	0.660511	0.783992	0.196216	0.019791
ACET	2016-02-12	279,948	518,578	0.576444	0.707579	0.268721	0.0237
ACET	2016-02-19	295,510	439,361	0.628837	0.742632	0.245552	0.011816
ACET	2016-02-26	548,302	788,947	0.668144	0.768126	0.205091	0.026783
ACET	2016-03-04	534,994	690,465	0.692475	0.804493	0.181797	0.01371
ACET	2016-03-11	380,090	497,762	0.693626	0.694342	0.282179	0.023478
ACET	2016-03-18	349,548	542,721	0.637905	0.709336	0.224689	0.065974
ACET	2016-03-25	164,955	263,705	0.654522	0.640727	0.245865	0.113408
ACET	2016-04-01	373,353	607,723	0.576932	0.686853	0.208943	0.104205
ACET	2016-04-08	345,885	532,307	0.586855	0.734673	0.173585	0.091742
ACET	2016-04-15	262,244	399,341	0.608363	0.553115	0.349053	0.097833
ACET	2016-04-22	199,305	350,671	0.59734	0.658302	0.30995	0.031748
ACET	2016-04-29	207,219	415,264	0.506569	0.701947	0.282487	0.015566
ACET	2016-05-06	257,903	590,499	0.444493	0.618802	0.353012	0.028186
ACET	2016-05-13	298,900	602,265	0.463216	0.623048	0.342465	0.034487
ACET	2016-05-20	182,164	525,403	0.456538	0.660409	0.312315	0.027275
ACET	2016-05-27	224,178	399,252	0.611798	0.661415	0.283333	0.055253
ACET	2016-06-03	278,707	507,564	0.601776	0.547154	0.338512	0.114334

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