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
ACTG	2012-07-27	683,622	1,339,294	0.553995	0.360291	0.580057	0.059652
ACTG	2012-08-03	861,728	3,552,095	0.327154	0.254736	0.686479	0.058785
ACTG	2012-08-10	671,876	1,642,880	0.461974	0.427839	0.551905	0.020256
ACTG	2012-08-17	398,123	1,032,881	0.395803	0.444287	0.530906	0.024806
ACTG	2012-08-24	1,285,099	2,023,596	0.512209	0.219108	0.768725	0.012167
ACTG	2012-08-31	505,826	1,137,128	0.463569	0.349046	0.624274	0.02668
ACTG	2012-09-07	294,537	728,927	0.390281	0.365141	0.60882	0.026039
ACTG	2012-09-14	372,382	906,164	0.446746	0.391156	0.508107	0.100737
ACTG	2012-09-21	413,615	847,389	0.537474	0.406727	0.550526	0.042747
ACTG	2012-09-28	298,346	637,564	0.465094	0.365421	0.527755	0.106824
ACTG	2012-10-05	581,536	1,135,980	0.54028	0.394529	0.562608	0.042863
ACTG	2012-10-12	1,315,233	2,680,785	0.529029	0.311859	0.451423	0.236718
ACTG	2012-10-19	571,751	1,091,353	0.471793	0.396463	0.564998	0.03854
ACTG	2012-10-26	539,074	958,487	0.565782	0.361435	0.605697	0.032869
ACTG	2012-11-02	298,840	564,636	0.57737	0.399585	0.56025	0.040165
ACTG	2012-11-09	364,358	895,603	0.463243	0.430952	0.541299	0.027749
ACTG	2012-11-16	521,037	1,176,968	0.489626	0.427402	0.525288	0.04731
ACTG	2012-11-23	491,204	1,733,666	0.460105	0.404822	0.563627	0.03155
ACTG	2012-11-30	290,568	761,338	0.404432	0.462759	0.522291	0.01495
ACTG	2012-12-07	404,208	790,151	0.558056	0.427134	0.550895	0.021972
ACTG	2012-12-14	599,925	1,038,257	0.555006	0.391528	0.597219	0.011253
ACTG	2012-12-21	488,161	831,080	0.571104	0.419818	0.475571	0.104612
ACTG	2012-12-28	257,424	496,949	0.548372	0.56376	0.405057	0.031183
ACTG	2013-01-04	607,050	1,029,324	0.618279	0.292161	0.594828	0.113011
ACTG	2013-01-11	487,975	811,388	0.565363	0.346708	0.561795	0.091496
ACTG	2013-01-18	284,114	487,736	0.616598	0.438938	0.535569	0.025494
ACTG	2013-01-25	440,512	599,865	0.656989	0.493412	0.465202	0.041386
ACTG	2013-02-01	460,397	803,139	0.574379	0.451131	0.47489	0.07398
ACTG	2013-02-08	352,625	582,810	0.606434	0.41198	0.506157	0.081864
ACTG	2013-02-15	407,629	818,336	0.505417	0.365051	0.578919	0.05603
ACTG	2013-02-22	597,240	1,320,927	0.433184	0.339559	0.606659	0.053782
ACTG	2013-03-01	941,770	1,934,204	0.554494	0.347383	0.57562	0.076997
ACTG	2013-03-08	420,618	1,001,312	0.431752	0.308114	0.605959	0.085927
ACTG	2013-03-15	230,533	547,319	0.402184	0.307383	0.615353	0.077264
ACTG	2013-03-22	489,411	1,229,634	0.408573	0.336128	0.612397	0.051475
ACTG	2013-03-29	250,886	503,133	0.49979	0.21976	0.722576	0.057664
ACTG	2013-04-05	636,399	1,175,376	0.533616	0.59355	0.376307	0.030143
ACTG	2013-04-12	643,562	1,223,119	0.506771	0.682442	0.284337	0.033221
ACTG	2013-04-19	2,731,820	5,826,030	0.572211	0.610792	0.359339	0.02987
ACTG	2013-04-26	2,846,572	5,478,235	0.588183	0.543433	0.38949	0.067077
ACTG	2013-05-03	1,305,171	2,658,251	0.538199	0.562624	0.390596	0.046781
ACTG	2013-05-10	736,448	1,290,515	0.606575	0.595483	0.384561	0.019956
ACTG	2013-05-17	641,876	1,356,396	0.497866	0.654644	0.308118	0.037238
ACTG	2013-05-24	601,406	1,662,109	0.481499	0.575822	0.40712	0.017058
ACTG	2013-05-31	560,065	1,590,715	0.486169	0.712106	0.27393	0.013964
ACTG	2013-06-07	1,277,834	2,531,421	0.500626	0.592872	0.372354	0.034774
ACTG	2013-06-14	407,936	970,359	0.415823	0.517488	0.419493	0.063019
ACTG	2013-06-21	398,978	1,005,839	0.378464	0.546152	0.399917	0.053931
ACTG	2013-06-28	883,267	2,319,530	0.404419	0.509908	0.34103	0.149061
ACTG	2013-07-05	325,777	827,109	0.431938	0.579113	0.348029	0.072858
ACTG	2013-07-12	698,315	2,526,829	0.337173	0.58582	0.383953	0.030227
ACTG	2013-07-19	2,621,001	5,675,779	0.479381	0.503216	0.458945	0.037839
ACTG	2013-07-26	2,023,973	3,748,738	0.542111	0.558777	0.412031	0.029191
ACTG	2013-08-02	1,387,118	2,019,945	0.729415	0.589905	0.369414	0.040681
ACTG	2013-08-09	982,329	1,758,183	0.641105	0.547965	0.408217	0.043817
ACTG	2013-08-16	726,052	1,078,176	0.667842	0.55409	0.405324	0.040586
ACTG	2013-08-23	398,982	1,139,549	0.405552	0.491989	0.354734	0.153276
ACTG	2013-08-30	554,240	933,591	0.678142	0.60428	0.359601	0.03612
ACTG	2013-09-06	370,491	714,239	0.59818	0.692711	0.288265	0.019024
ACTG	2013-09-13	377,956	650,113	0.64911	0.628211	0.345867	0.025922
ACTG	2013-09-20	408,535	786,374	0.580572	0.581509	0.395381	0.023111
ACTG	2013-09-27	503,152	1,040,496	0.581953	0.645337	0.313019	0.041644
ACTG	2013-10-04	748,419	1,919,046	0.461162	0.621382	0.327205	0.051413
ACTG	2013-10-11	917,728	1,588,061	0.589963	0.600314	0.365629	0.034057
ACTG	2013-10-18	3,215,451	7,352,188	0.583664	0.664959	0.300608	0.034434
ACTG	2013-10-25	2,083,867	3,455,956	0.643454	0.696557	0.271029	0.032414
ACTG	2013-11-01	1,631,844	2,544,639	0.677761	0.719264	0.247808	0.032927
ACTG	2013-11-08	1,281,667	2,186,131	0.629691	0.628134	0.338035	0.033831
ACTG	2013-11-15	1,384,142	2,373,874	0.689861	0.600371	0.353147	0.046482
ACTG	2013-11-22	891,427	1,578,983	0.605444	0.639747	0.30908	0.051173
ACTG	2013-11-29	335,372	662,110	0.562293	0.635854	0.274654	0.089492
ACTG	2013-12-06	1,967,149	3,927,527	0.55776	0.554666	0.392916	0.052418
ACTG	2013-12-13	1,234,255	3,067,322	0.486102	0.595562	0.350181	0.054257
ACTG	2013-12-20	1,141,281	2,663,741	0.550409	0.733809	0.23333	0.03286
ACTG	2013-12-27	680,613	1,259,196	0.604942	0.713716	0.238625	0.04766
ACTG	2014-01-03	559,713	944,042	0.634587	0.746012	0.212154	0.041834
ACTG	2014-01-10	1,054,474	1,711,823	0.616987	0.617469	0.322557	0.059973
ACTG	2014-01-17	845,395	1,970,798	0.529699	0.585872	0.376229	0.037899
ACTG	2014-01-24	726,910	1,935,970	0.429778	0.609383	0.32467	0.065947
ACTG	2014-01-31	635,540	1,192,797	0.587002	0.618911	0.291471	0.089618
ACTG	2014-02-07	867,270	1,180,391	0.75977	0.536553	0.400216	0.063231
ACTG	2014-02-14	764,036	1,669,004	0.556831	0.608195	0.320673	0.071132
ACTG	2014-02-21	2,513,686	4,560,444	0.628645	0.600227	0.333595	0.066179
ACTG	2014-02-28	1,275,250	2,826,002	0.518905	0.477119	0.338778	0.184103
ACTG	2014-03-07	699,383	1,413,643	0.56466	0.608897	0.332061	0.059043
ACTG	2014-03-14	1,297,729	1,704,913	0.746055	0.668795	0.279513	0.051692
ACTG	2014-03-21	1,167,305	1,605,658	0.715769	0.631898	0.28889	0.079212
ACTG	2014-03-28	956,118	1,321,112	0.713115	0.546956	0.353914	0.099129
ACTG	2014-04-04	1,443,571	2,243,745	0.680479	0.657023	0.287242	0.055736
ACTG	2014-04-11	980,111	1,411,518	0.719585	0.602317	0.333391	0.064292
ACTG	2014-04-18	1,096,801	2,217,474	0.593927	0.621539	0.308758	0.069703
ACTG	2014-04-25	1,693,891	2,936,334	0.615761	0.650057	0.294471	0.055472
ACTG	2014-05-02	695,690	1,277,361	0.527018	0.64668	0.300949	0.05237
ACTG	2014-05-09	995,530	1,475,124	0.694837	0.544028	0.312572	0.1434
ACTG	2014-05-16	728,900	1,357,431	0.564252	0.526861	0.330496	0.142643
ACTG	2014-05-23	469,428	890,587	0.607006	0.58943	0.376215	0.034355
ACTG	2014-05-30	408,609	695,753	0.563829	0.626847	0.340617	0.032536
ACTG	2014-06-06	394,057	717,354	0.522285	0.633904	0.322478	0.043618
ACTG	2014-06-13	380,869	623,039	0.668747	0.594928	0.355388	0.049683
ACTG	2014-06-20	342,459	698,617	0.566581	0.58797	0.355437	0.056592

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