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
ACN	2013-09-13	3,863,374	11,212,103	0.369386	0.492254	0.475328	0.032417
ACN	2013-09-20	5,158,062	13,025,597	0.42775	0.432414	0.535129	0.032457
ACN	2013-09-27	7,785,588	20,718,379	0.433003	0.557719	0.391514	0.050767
ACN	2013-10-04	4,495,415	11,982,811	0.427661	0.53011	0.442674	0.027216
ACN	2013-10-11	4,523,079	14,991,701	0.363077	0.516968	0.453529	0.029503
ACN	2013-10-18	3,653,734	11,394,390	0.344237	0.541136	0.427269	0.031595
ACN	2013-10-25	5,134,213	11,811,464	0.444014	0.598709	0.377382	0.023909
ACN	2013-11-01	5,040,969	11,859,517	0.481993	0.585161	0.391549	0.02329
ACN	2013-11-08	5,041,622	13,924,582	0.397642	0.51129	0.470136	0.018575
ACN	2013-11-15	7,224,124	16,747,172	0.45919	0.496802	0.483329	0.019869
ACN	2013-11-22	5,283,880	10,619,902	0.569341	0.443885	0.5262	0.029914
ACN	2013-11-29	2,460,699	5,709,929	0.525649	0.392129	0.583868	0.024003
ACN	2013-12-06	4,803,708	11,130,016	0.465932	0.43974	0.538231	0.022029
ACN	2013-12-13	3,986,530	11,186,188	0.424263	0.43704	0.541866	0.021094
ACN	2013-12-20	10,520,473	26,046,960	0.448164	0.450842	0.516778	0.032381
ACN	2013-12-27	3,276,059	8,855,586	0.435003	0.486922	0.495946	0.017132
ACN	2014-01-03	2,505,703	6,419,505	0.446129	0.43332	0.536227	0.030454
ACN	2014-01-10	5,340,361	14,383,791	0.394285	0.483496	0.489629	0.026876
ACN	2014-01-17	5,970,894	15,541,203	0.427385	0.475971	0.498708	0.02532
ACN	2014-01-24	4,960,518	11,079,739	0.491499	0.375942	0.599902	0.024156
ACN	2014-01-31	4,882,186	10,117,251	0.531008	0.413641	0.553757	0.032603
ACN	2014-02-07	5,650,931	11,879,827	0.500577	0.395554	0.577937	0.026508
ACN	2014-02-14	3,170,843	7,805,394	0.477388	0.406469	0.566174	0.027356
ACN	2014-02-21	3,991,682	7,668,340	0.552523	0.383847	0.586688	0.029466
ACN	2014-02-28	4,511,660	8,954,687	0.542374	0.36594	0.53505	0.09901
ACN	2014-03-07	3,367,457	7,399,135	0.512797	0.439561	0.542222	0.018217
ACN	2014-03-14	3,271,567	8,103,399	0.504403	0.437583	0.541831	0.020587
ACN	2014-03-21	3,907,521	9,610,797	0.459238	0.364201	0.615913	0.019886
ACN	2014-03-28	12,003,336	24,127,861	0.549457	0.452724	0.513284	0.033991
ACN	2014-04-04	6,139,993	14,894,520	0.455008	0.428791	0.545015	0.026194
ACN	2014-04-11	8,189,065	15,174,100	0.542828	0.371588	0.594352	0.03406
ACN	2014-04-18	6,770,137	11,493,555	0.629348	0.411713	0.562133	0.026154
ACN	2014-04-25	5,222,373	9,795,307	0.577826	0.414625	0.557869	0.027506
ACN	2014-05-02	5,762,317	10,286,869	0.614751	0.400799	0.571391	0.02781
ACN	2014-05-09	4,257,322	9,918,570	0.489943	0.350932	0.539432	0.109636
ACN	2014-05-16	4,055,886	8,740,914	0.530767	0.329187	0.556884	0.113929
ACN	2014-05-23	2,876,376	5,539,566	0.594906	0.419093	0.553246	0.027661
ACN	2014-05-30	2,653,696	5,603,961	0.51751	0.400934	0.565599	0.033466
ACN	2014-06-06	5,321,378	9,580,654	0.588582	0.419314	0.544209	0.036476
ACN	2014-06-13	3,432,585	7,121,751	0.562901	0.410845	0.559858	0.029297
ACN	2014-06-20	5,183,092	9,683,670	0.571471	0.466255	0.510878	0.022867
ACN	2014-06-27	7,013,900	15,304,801	0.517098	0.47262	0.48442	0.04296
ACN	2014-07-04	3,112,351	7,094,871	0.474117	0.448971	0.490561	0.060468
ACN	2014-07-11	3,123,066	9,177,094	0.378097	0.504858	0.471655	0.023487
ACN	2014-07-18	4,280,048	10,813,944	0.415518	0.376687	0.564104	0.05921
ACN	2014-07-25	2,577,897	7,621,735	0.381394	0.465919	0.511765	0.022316
ACN	2014-08-01	4,063,326	8,225,393	0.54023	0.404795	0.569708	0.025496
ACN	2014-08-08	4,046,432	8,882,806	0.487863	0.484627	0.487267	0.028106
ACN	2014-08-15	3,299,855	8,279,390	0.455779	0.497898	0.477064	0.025038
ACN	2014-08-22	2,884,741	5,925,852	0.515573	0.404828	0.570557	0.024614
ACN	2014-08-29	3,151,849	6,912,598	0.552286	0.437543	0.527443	0.035014
ACN	2014-09-05	3,189,733	6,916,961	0.510816	0.469435	0.50698	0.023585
ACN	2014-09-12	4,903,602	8,724,938	0.582384	0.455964	0.490447	0.053589
ACN	2014-09-19	4,787,609	12,634,670	0.424626	0.416281	0.546822	0.036897
ACN	2014-09-26	8,918,414	17,858,370	0.504941	0.530824	0.431307	0.037869
ACN	2014-10-03	6,360,926	13,893,316	0.492848	0.461264	0.505275	0.03346
ACN	2014-10-10	5,314,804	13,741,063	0.465498	0.462069	0.50206	0.035871
ACN	2014-10-17	5,547,409	14,483,199	0.433228	0.358362	0.614588	0.02705
ACN	2014-10-24	3,884,866	8,610,488	0.478269	0.417327	0.558228	0.024445
ACN	2014-10-31	4,579,370	11,651,922	0.455152	0.392418	0.543338	0.064244
ACN	2014-11-07	3,784,174	9,836,576	0.437866	0.394726	0.5763	0.028974
ACN	2014-11-14	3,952,230	8,627,129	0.486685	0.351862	0.61699	0.031148
ACN	2014-11-21	3,744,614	8,058,373	0.498408	0.343574	0.621349	0.035077
ACN	2014-11-28	3,613,690	6,944,509	0.590337	0.359773	0.601419	0.038808
ACN	2014-12-05	4,264,656	8,560,602	0.561589	0.429528	0.535683	0.034789
ACN	2014-12-12	4,286,760	8,437,358	0.555362	0.384641	0.587727	0.027632
ACN	2014-12-19	11,330,857	21,399,427	0.58573	0.41345	0.547395	0.039154
ACN	2014-12-26	2,668,747	6,204,561	0.516701	0.423331	0.466895	0.109773
ACN	2015-01-02	3,018,665	5,485,459	0.617454	0.335082	0.625322	0.039596
ACN	2015-01-09	5,221,820	10,434,429	0.56969	0.393138	0.554557	0.052305
ACN	2015-01-16	5,886,696	10,144,038	0.651646	0.323747	0.591417	0.084836
ACN	2015-01-23	2,405,182	6,401,413	0.442923	0.336235	0.617295	0.04647
ACN	2015-01-30	5,513,393	12,504,642	0.474033	0.325686	0.60441	0.069903
ACN	2015-02-06	5,710,275	10,539,252	0.594001	0.301259	0.662316	0.036425
ACN	2015-02-13	4,049,902	8,248,106	0.527892	0.307633	0.672547	0.01982
ACN	2015-02-20	3,378,683	6,218,952	0.596813	0.311544	0.664813	0.023643
ACN	2015-02-27	3,352,909	6,694,291	0.542085	0.377729	0.596546	0.025726
ACN	2015-03-06	7,831,288	12,228,987	0.664478	0.453585	0.463121	0.083295
ACN	2015-03-13	6,063,280	12,883,187	0.53944	0.278597	0.62885	0.092552
ACN	2015-03-20	4,509,355	10,054,426	0.502121	0.334745	0.643822	0.021433
ACN	2015-03-27	8,920,701	15,044,397	0.637237	0.36494	0.60575	0.02931
ACN	2015-04-03	4,274,051	8,441,966	0.595113	0.336202	0.642185	0.021614
ACN	2015-04-10	5,805,134	9,685,188	0.619819	0.311084	0.6694	0.019516
ACN	2015-04-17	3,036,362	8,369,803	0.399205	0.326012	0.654235	0.019753
ACN	2015-04-24	3,525,287	9,549,205	0.431286	0.363869	0.578305	0.057826
ACN	2015-05-01	3,639,499	7,197,769	0.5306	0.330017	0.617798	0.052186
ACN	2015-05-08	4,214,105	8,681,425	0.536147	0.315416	0.665789	0.018795
ACN	2015-05-15	4,519,750	7,777,750	0.623217	0.343869	0.630318	0.025813
ACN	2015-05-22	3,484,837	7,110,531	0.572355	0.343104	0.635843	0.021053
ACN	2015-05-29	2,680,186	4,802,228	0.586096	0.357241	0.617693	0.025065
ACN	2015-06-05	3,010,187	5,361,858	0.581527	0.313337	0.671171	0.015491
ACN	2015-06-12	3,727,722	6,817,371	0.590326	0.289522	0.654569	0.055909
ACN	2015-06-19	4,288,168	7,533,080	0.62437	0.26841	0.719167	0.012423
ACN	2015-06-26	6,480,456	14,251,963	0.520419	0.375379	0.598802	0.025819
ACN	2015-07-03	4,223,776	7,579,348	0.57392	0.317576	0.665081	0.017343
ACN	2015-07-10	4,706,943	9,346,843	0.533107	0.333822	0.644028	0.022149
ACN	2015-07-17	4,164,301	8,767,550	0.509195	0.359288	0.619754	0.020959
ACN	2015-07-24	4,355,996	7,800,134	0.553687	0.401872	0.57975	0.018378
ACN	2015-07-31	3,918,277	7,628,847	0.524943	0.307903	0.66778	0.024316
ACN	2015-08-07	3,694,806	7,674,025	0.473833	0.334962	0.648131	0.016907

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