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
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
ACTG	2014-06-27	317,978	740,938	0.518709	0.550094	0.389358	0.060549
ACTG	2014-07-04	584,811	915,127	0.648222	0.572503	0.301019	0.126478
ACTG	2014-07-11	1,133,182	2,086,220	0.598301	0.530613	0.415905	0.053482
ACTG	2014-07-18	925,675	1,752,481	0.59915	0.567801	0.33846	0.093739
ACTG	2014-07-25	995,710	1,922,492	0.543314	0.591558	0.380843	0.0276
ACTG	2014-08-01	1,200,020	2,480,231	0.541608	0.534681	0.424134	0.041186
ACTG	2014-08-08	760,423	1,299,698	0.630125	0.661639	0.29192	0.046441
ACTG	2014-08-15	407,120	639,427	0.694876	0.699017	0.255744	0.045239
ACTG	2014-08-22	719,242	1,346,361	0.586442	0.689832	0.276167	0.034
ACTG	2014-08-29	430,277	790,141	0.621303	0.651874	0.307214	0.040912
ACTG	2014-09-05	313,424	558,170	0.590277	0.628283	0.317889	0.053828
ACTG	2014-09-12	427,845	992,881	0.523382	0.547605	0.347831	0.104564
ACTG	2014-09-19	566,925	930,769	0.640561	0.611191	0.312078	0.076731
ACTG	2014-09-26	356,213	715,478	0.55506	0.56492	0.379356	0.055724
ACTG	2014-10-03	327,951	758,611	0.498621	0.51879	0.412233	0.068977
ACTG	2014-10-10	720,528	1,192,266	0.622813	0.61793	0.330272	0.051798
ACTG	2014-10-17	473,255	1,139,133	0.553087	0.559837	0.383729	0.056434
ACTG	2014-10-24	1,793,517	2,860,777	0.616424	0.603747	0.356305	0.039948
ACTG	2014-10-31	732,730	1,792,348	0.457841	0.524581	0.347633	0.127786
ACTG	2014-11-07	460,993	1,159,596	0.534931	0.615752	0.341298	0.042949
ACTG	2014-11-14	464,367	1,149,069	0.539819	0.567439	0.377654	0.054908
ACTG	2014-11-21	293,324	650,572	0.50624	0.5185	0.423019	0.058481
ACTG	2014-11-28	561,232	1,133,322	0.530577	0.622705	0.338609	0.038685
ACTG	2014-12-05	463,821	1,311,788	0.479979	0.644971	0.311342	0.043687
ACTG	2014-12-12	305,461	630,894	0.475185	0.620875	0.321974	0.057151
ACTG	2014-12-19	503,492	1,161,746	0.405237	0.497187	0.450817	0.051996
ACTG	2014-12-26	297,825	674,983	0.426901	0.375391	0.391952	0.232657
ACTG	2015-01-02	540,040	1,233,776	0.429484	0.573708	0.39716	0.029133
ACTG	2015-01-09	903,846	2,189,239	0.427124	0.586661	0.37023	0.043109
ACTG	2015-01-16	1,015,590	2,345,382	0.514212	0.497069	0.407982	0.094949
ACTG	2015-01-23	1,161,292	3,202,523	0.389471	0.666086	0.294731	0.039182
ACTG	2015-01-30	1,317,094	3,094,909	0.520908	0.573706	0.321621	0.104672
ACTG	2015-02-06	717,900	1,894,165	0.50828	0.574697	0.327751	0.097552
ACTG	2015-02-13	405,533	806,052	0.549921	0.473209	0.44272	0.084071
ACTG	2015-02-20	1,423,359	3,417,431	0.485592	0.58091	0.388866	0.030224
ACTG	2015-02-27	1,137,591	2,276,554	0.546835	0.565002	0.383084	0.051914
ACTG	2015-03-06	1,056,630	2,312,075	0.631706	0.59816	0.265178	0.136662
ACTG	2015-03-13	826,231	2,073,155	0.507992	0.544132	0.275979	0.179889
ACTG	2015-03-20	593,237	1,769,693	0.463487	0.588151	0.355752	0.056097
ACTG	2015-03-27	500,879	1,087,740	0.490471	0.49744	0.455853	0.046706
ACTG	2015-04-03	704,789	2,010,383	0.36826	0.486257	0.469141	0.044602
ACTG	2015-04-10	393,123	1,035,355	0.418495	0.514933	0.44754	0.037527
ACTG	2015-04-17	482,702	1,246,125	0.443116	0.580207	0.381908	0.037885
ACTG	2015-04-24	1,760,864	4,403,205	0.409471	0.595491	0.315402	0.089108
ACTG	2015-05-01	740,790	1,664,318	0.466182	0.595261	0.288504	0.116235
ACTG	2015-05-08	535,368	1,285,140	0.461063	0.579333	0.380501	0.040166
ACTG	2015-05-15	363,496	1,342,671	0.483327	0.661111	0.299337	0.039553

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