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	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
ACTG	2015-05-22	422,598	994,413	0.551791	0.667956	0.282767	0.049277
ACTG	2015-05-29	531,077	1,214,255	0.48229	0.684068	0.273767	0.042165
ACTG	2015-06-05	334,610	897,619	0.377587	0.628959	0.311719	0.059322
ACTG	2015-06-12	427,635	1,083,440	0.42602	0.643602	0.25352	0.102879
ACTG	2015-06-19	331,349	919,021	0.369044	0.650647	0.304906	0.044447
ACTG	2015-06-26	443,735	1,498,739	0.353902	0.579855	0.369026	0.051119
ACTG	2015-07-03	375,789	1,489,134	0.331425	0.637158	0.301648	0.061194
ACTG	2015-07-10	541,934	1,674,789	0.397156	0.663373	0.284043	0.052584
ACTG	2015-07-17	440,300	1,114,921	0.393274	0.668083	0.297941	0.033976
ACTG	2015-07-24	1,605,322	3,164,542	0.518021	0.633855	0.326534	0.039611
ACTG	2015-07-31	441,774	1,135,969	0.392723	0.596778	0.360401	0.042821
ACTG	2015-08-07	423,963	1,203,368	0.407086	0.604354	0.356859	0.038787
ACTG	2015-08-14	355,016	898,274	0.45392	0.614109	0.341965	0.043926
ACTG	2015-08-21	757,867	1,395,297	0.551606	0.583912	0.28419	0.131898
ACTG	2015-08-28	913,907	1,449,338	0.597291	0.565583	0.321174	0.113243
ACTG	2015-09-04	504,863	1,206,430	0.508099	0.608287	0.27601	0.115704
ACTG	2015-09-11	538,805	834,106	0.650294	0.661761	0.278736	0.059503
ACTG	2015-09-18	570,960	1,208,276	0.552647	0.564028	0.368339	0.067632
ACTG	2015-09-25	862,142	1,756,248	0.595053	0.662497	0.279906	0.057598
ACTG	2015-10-02	1,126,269	2,608,673	0.534407	0.582724	0.362163	0.055113
ACTG	2015-10-09	550,637	1,123,812	0.539598	0.544181	0.401074	0.054745
ACTG	2015-10-16	231,646	475,841	0.516655	0.56253	0.379259	0.058211
ACTG	2015-10-23	1,242,757	3,354,299	0.486921	0.616765	0.332799	0.050436
ACTG	2015-10-30	1,328,458	3,142,838	0.440473	0.638282	0.324621	0.037097
ACTG	2015-11-06	861,665	1,552,677	0.578408	0.64213	0.262482	0.095388
ACTG	2015-11-13	1,022,984	1,756,916	0.607996	0.705599	0.198019	0.096383
ACTG	2015-11-20	989,621	2,731,760	0.384199	0.688384	0.246316	0.0653
ACTG	2015-11-27	769,629	1,533,937	0.525247	0.729175	0.211852	0.058972
ACTG	2015-12-04	1,571,450	3,008,135	0.552826	0.692221	0.250567	0.057212
ACTG	2015-12-11	1,293,520	2,459,867	0.556793	0.744752	0.216394	0.038854
ACTG	2015-12-18	1,569,133	3,670,917	0.513186	0.643216	0.314558	0.042226
ACTG	2015-12-25	1,511,652	4,202,342	0.435974	0.709481	0.262317	0.028202
ACTG	2016-01-01	1,169,896	2,477,384	0.554641	0.630372	0.303951	0.065677
ACTG	2016-01-08	1,891,931	3,877,177	0.523546	0.674392	0.242383	0.083225
ACTG	2016-01-15	1,733,429	2,563,799	0.680095	0.724373	0.236411	0.039216
ACTG	2016-01-22	1,382,180	2,186,325	0.673498	0.609575	0.257849	0.132576
ACTG	2016-01-29	929,646	1,498,135	0.614089	0.643652	0.303885	0.052463
ACTG	2016-02-05	866,569	1,646,758	0.590824	0.710522	0.227915	0.061563
ACTG	2016-02-12	824,322	1,456,800	0.613592	0.677237	0.288941	0.033822
ACTG	2016-02-19	705,413	981,374	0.744415	0.697483	0.251193	0.051324
ACTG	2016-02-26	1,424,989	3,959,351	0.586478	0.772201	0.195713	0.032085
ACTG	2016-03-04	2,607,239	8,853,437	0.399776	0.652657	0.309132	0.038211
ACTG	2016-03-11	1,316,156	2,566,040	0.528516	0.728202	0.211905	0.059893
ACTG	2016-03-18	1,902,373	3,732,700	0.525417	0.677705	0.225321	0.096974
ACTG	2016-03-25	1,398,610	2,932,782	0.449515	0.732511	0.174427	0.093062
ACTG	2016-04-01	1,124,962	2,125,115	0.555476	0.658809	0.207617	0.133574
ACTG	2016-04-08	735,695	1,549,629	0.484816	0.640002	0.221542	0.138456
ACTG	2016-04-15	685,927	1,428,210	0.529658	0.708871	0.201446	0.089683
ACTG	2016-04-22	838,941	1,910,618	0.47825	0.724018	0.23632	0.039662
ACTG	2016-04-29	976,810	1,919,844	0.528482	0.741572	0.208772	0.049656
ACTG	2016-05-06	640,738	1,397,287	0.519026	0.711296	0.255211	0.033493
ACTG	2016-05-13	526,572	1,052,420	0.589644	0.659685	0.300052	0.040262
ACTG	2016-05-20	851,690	1,766,995	0.538148	0.69453	0.269641	0.035829

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