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
ACN	2012-10-19	3,503,753	8,807,816	0.426915	0.211894	0.767664	0.020443
ACN	2012-10-26	3,834,848	9,357,953	0.377417	0.135331	0.84901	0.015658
ACN	2012-11-02	2,602,409	5,676,553	0.449682	0.165307	0.827569	0.007124
ACN	2012-11-09	4,096,155	8,259,548	0.518352	0.172117	0.814565	0.013318
ACN	2012-11-16	4,029,249	8,595,422	0.502258	0.138596	0.842678	0.018727
ACN	2012-11-23	2,195,477	5,094,275	0.494366	0.146112	0.836965	0.016923
ACN	2012-11-30	3,166,889	6,698,996	0.498622	0.129096	0.858814	0.012091
ACN	2012-12-07	4,115,239	7,114,989	0.594818	0.135876	0.848581	0.015543
ACN	2012-12-14	2,335,605	5,812,384	0.427174	0.142223	0.845777	0.012
ACN	2012-12-21	6,875,919	15,610,883	0.48821	0.16901	0.754478	0.076512
ACN	2012-12-28	2,656,884	6,672,808	0.430522	0.183622	0.800122	0.016256
ACN	2013-01-04	3,853,072	8,743,611	0.474205	0.128655	0.805472	0.065873
ACN	2013-01-11	3,514,102	7,487,760	0.537103	0.087848	0.858371	0.053781
ACN	2013-01-18	3,606,111	7,136,775	0.586055	0.127078	0.853064	0.019858
ACN	2013-01-25	3,638,773	7,435,581	0.59245	0.136379	0.844823	0.018797
ACN	2013-02-01	3,844,146	7,682,394	0.532938	0.110238	0.865535	0.024227
ACN	2013-02-08	3,556,038	7,250,175	0.543747	0.115011	0.860327	0.024662
ACN	2013-02-15	2,696,547	5,936,415	0.523696	0.116786	0.856025	0.02719
ACN	2013-02-22	2,944,862	5,650,944	0.548412	0.135908	0.839332	0.024761
ACN	2013-03-01	3,120,193	6,869,124	0.521268	0.098761	0.878465	0.022774
ACN	2013-03-08	3,283,427	6,236,689	0.561511	0.123441	0.845619	0.03094
ACN	2013-03-15	2,868,251	8,101,616	0.492078	0.163698	0.782882	0.05342
ACN	2013-03-22	3,524,099	8,148,736	0.509638	0.20122	0.7488	0.04998
ACN	2013-03-29	2,728,429	6,397,827	0.480561	0.237443	0.713707	0.04885
ACN	2013-04-05	4,976,770	9,595,681	0.578586	0.487719	0.477019	0.035262
ACN	2013-04-12	5,163,605	10,479,445	0.541327	0.454292	0.516946	0.028762
ACN	2013-04-19	9,123,763	14,848,536	0.632564	0.431334	0.544716	0.023949
ACN	2013-04-26	7,290,588	12,405,348	0.601142	0.404037	0.533258	0.062705
ACN	2013-05-03	6,082,304	14,634,071	0.442183	0.403494	0.563399	0.033106
ACN	2013-05-10	4,676,695	12,204,981	0.428568	0.406605	0.571968	0.021427
ACN	2013-05-17	3,588,074	9,295,505	0.392353	0.444627	0.536154	0.019219
ACN	2013-05-24	5,523,797	11,758,665	0.53899	0.475301	0.502525	0.022175
ACN	2013-05-31	3,479,639	8,429,519	0.476678	0.39238	0.580669	0.026951
ACN	2013-06-07	4,134,573	11,579,988	0.374867	0.365753	0.617068	0.017179
ACN	2013-06-14	3,460,035	7,473,715	0.4964	0.358768	0.616338	0.024894
ACN	2013-06-21	5,499,174	11,657,352	0.503872	0.347484	0.625172	0.027344
ACN	2013-06-28	11,776,004	35,554,933	0.46006	0.43252	0.415839	0.151641
ACN	2013-07-05	5,925,588	14,713,961	0.466061	0.421015	0.530487	0.048498
ACN	2013-07-12	7,459,786	16,935,679	0.467057	0.428908	0.517274	0.053818
ACN	2013-07-19	5,461,373	12,656,527	0.4842	0.47295	0.471044	0.056006
ACN	2013-07-26	4,777,385	11,994,681	0.473882	0.428022	0.530351	0.041627
ACN	2013-08-02	5,264,089	14,457,808	0.40658	0.532856	0.428708	0.038436
ACN	2013-08-09	3,997,048	11,662,061	0.410757	0.445341	0.528034	0.026625
ACN	2013-08-16	4,678,879	13,355,866	0.38746	0.400322	0.574326	0.025353
ACN	2013-08-23	6,087,264	14,154,444	0.494325	0.359133	0.52611	0.114758
ACN	2013-08-30	5,554,095	9,484,401	0.627608	0.383843	0.579605	0.036552
ACN	2013-09-06	3,795,068	9,043,845	0.479115	0.475545	0.482523	0.041932
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

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