Split (1)

train · 2.54M 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
ACIW	2016-08-12	812,183	1,355,090	0.572943	0.694231	0.229417	0.076352
ACIW	2016-08-19	907,608	1,336,293	0.528789	0.763666	0.211283	0.025051
ACIW	2016-08-26	307,767	718,354	0.407905	0.631729	0.323262	0.04501
ACIW	2016-09-02	474,365	890,693	0.529318	0.627762	0.316502	0.055736
ACIW	2016-09-09	590,709	852,924	0.686771	0.684225	0.260298	0.055477
ACIW	2016-09-16	356,682	787,490	0.520152	0.587114	0.328573	0.084313
ACIW	2016-09-23	389,942	683,175	0.62169	0.56586	0.347616	0.086524
ACIW	2016-09-30	530,914	942,157	0.640376	0.642313	0.296021	0.061666
ACIW	2016-10-07	614,005	872,106	0.740669	0.67272	0.263919	0.063362
ACIW	2016-10-14	683,730	1,040,561	0.675102	0.585885	0.350764	0.06335
ACIW	2016-10-21	633,565	1,113,668	0.636406	0.589597	0.350876	0.059527
ACIW	2016-10-28	463,091	820,721	0.605693	0.657354	0.272594	0.070052
ACIW	2016-11-04	1,889,232	3,483,001	0.579543	0.686762	0.263895	0.049344
ACIW	2016-11-11	690,669	1,423,385	0.56581	0.518254	0.422034	0.059713
ACIW	2016-11-18	624,231	935,436	0.715165	0.547003	0.346318	0.106679
ACIW	2016-11-25	397,561	603,825	0.675772	0.609719	0.334755	0.055526
ACIW	2016-12-02	916,210	1,149,397	0.756127	0.547796	0.31932	0.132884
ACIW	2016-12-09	835,324	1,287,461	0.706024	0.682882	0.264237	0.052881
ACIW	2016-12-16	987,228	1,584,999	0.637845	0.599251	0.351498	0.04925
ACIW	2016-12-23	427,731	889,577	0.514303	0.659716	0.284077	0.056207
ACIW	2016-12-30	275,937	516,868	0.585792	0.600227	0.354438	0.045336
ACIW	2017-01-06	363,850	870,195	0.503633	0.599101	0.331341	0.069558
ACIW	2017-01-13	486,196	882,038	0.588512	0.718275	0.239381	0.042344
ACIW	2017-01-20	369,344	550,272	0.676147	0.640607	0.29342	0.065973
ACIW	2017-01-27	409,919	681,522	0.62538	0.657806	0.271876	0.070318
ACIW	2017-02-03	522,507	1,013,404	0.611623	0.609646	0.306873	0.08348
ACIW	2017-02-10	507,233	991,508	0.621596	0.47476	0.303389	0.221851
ACIW	2017-02-17	601,266	985,902	0.671779	0.599485	0.307489	0.093026
ACIW	2017-02-24	338,770	581,443	0.671201	0.601252	0.337642	0.061106
ACIW	2017-03-03	1,714,465	2,934,275	0.669544	0.617561	0.300651	0.081788
ACIW	2017-03-10	1,166,955	1,965,770	0.617853	0.711042	0.253059	0.035899
ACIW	2017-03-17	641,973	1,395,796	0.516959	0.631736	0.334631	0.033634
ACIW	2017-03-24	638,470	990,095	0.624459	0.611029	0.352322	0.036649
ACIW	2017-03-31	789,810	1,205,838	0.63061	0.713493	0.243452	0.043055
ACIW	2017-04-07	630,757	935,925	0.672106	0.658125	0.294735	0.04714
ACIW	2017-04-14	382,433	668,785	0.593492	0.680381	0.278837	0.040782
ACIW	2017-04-21	699,959	1,232,406	0.628658	0.669433	0.295826	0.034741
ACIW	2017-04-28	887,795	1,505,992	0.636367	0.647373	0.316059	0.036568
ACIW	2017-05-05	877,158	2,194,626	0.497038	0.605008	0.354054	0.040938
ACIW	2017-05-12	698,219	1,136,276	0.672388	0.71314	0.248232	0.038628
ACIW	2017-05-19	691,952	1,059,520	0.649269	0.682635	0.289894	0.027472
ACIW	2017-05-26	560,027	1,115,841	0.534369	0.584869	0.310442	0.10469
ACIW	2017-06-02	369,349	673,588	0.583402	0.603862	0.351547	0.044591
ACIW	2017-06-09	331,558	748,884	0.518036	0.62035	0.344407	0.035243
ACIW	2017-06-16	463,079	932,115	0.515427	0.603451	0.363319	0.03323
ACIW	2017-06-23	591,726	1,172,025	0.54451	0.695998	0.281262	0.022739
ACIW	2017-06-30	451,946	848,662	0.599334	0.597978	0.363363	0.038659
ACIW	2017-07-07	339,458	594,251	0.599172	0.637096	0.34044	0.022463
ACIW	2017-07-14	807,704	1,368,149	0.574993	0.652926	0.302606	0.044468
ACIW	2017-07-21	520,380	1,083,548	0.650817	0.686725	0.281481	0.031794
ACIW	2017-07-28	979,695	1,280,407	0.699374	0.72081	0.251815	0.027375
ACIW	2017-08-04	620,837	877,653	0.687265	0.654136	0.311127	0.034736
ACIW	2017-08-11	707,733	1,466,296	0.713796	0.615579	0.339113	0.045308
ACIW	2017-08-18	979,156	1,285,763	0.73917	0.693163	0.270208	0.036629
ACIW	2017-08-25	492,914	699,077	0.683401	0.695363	0.269607	0.03503
ACIW	2017-09-01	397,686	789,836	0.598035	0.733176	0.235803	0.03102
ACIW	2017-09-08	297,746	541,805	0.668703	0.684639	0.273555	0.041807
ACIW	2017-09-15	360,738	1,041,068	0.519171	0.69462	0.276201	0.029179
ACIW	2017-09-22	334,311	881,986	0.480293	0.663259	0.302164	0.034577
ACIW	2017-09-29	460,614	1,310,029	0.383963	0.622852	0.270563	0.106585
ACIW	2017-10-06	586,966	1,335,131	0.444461	0.623768	0.347625	0.028607
ACIW	2017-10-13	397,273	655,531	0.530069	0.661383	0.253615	0.085002
ACIW	2017-10-20	309,812	586,123	0.56778	0.693712	0.278094	0.028193
ACIW	2017-10-27	444,826	776,152	0.56381	0.604933	0.359852	0.035216
ACIW	2017-11-03	841,910	1,814,403	0.601367	0.70076	0.268926	0.030314
ACIW	2017-11-10	677,534	1,139,396	0.604251	0.675017	0.302965	0.022019
ACIW	2017-11-17	473,595	1,091,293	0.540586	0.663234	0.306606	0.030161
ACIW	2017-11-24	365,246	793,882	0.573723	0.680061	0.291457	0.028482
ACIW	2017-12-01	493,721	979,421	0.569627	0.662509	0.305567	0.031924
ACIW	2017-12-08	473,758	1,074,312	0.566442	0.655476	0.31016	0.034365
ACIW	2017-12-15	803,413	1,927,145	0.480791	0.672891	0.291421	0.035688
ACIW	2017-12-22	691,671	1,250,708	0.548378	0.641205	0.335278	0.023517
ACIW	2017-12-29	412,137	706,236	0.609978	0.649134	0.328493	0.022373
ACIW	2018-01-05	638,132	1,151,375	0.569589	0.628634	0.292046	0.07932
ACIW	2018-01-12	765,831	1,534,334	0.501541	0.682615	0.303516	0.013869
ACIW	2018-01-19	578,918	1,344,984	0.51602	0.596052	0.306655	0.097293
ACIW	2018-01-26	442,257	1,172,366	0.54154	0.650196	0.327726	0.022078
ACIW	2018-02-02	679,944	1,131,202	0.637601	0.697811	0.269492	0.032697
ACIW	2018-02-09	975,040	1,722,506	0.686254	0.688878	0.283276	0.027845
ACIW	2018-02-16	938,116	1,424,249	0.708634	0.713465	0.267522	0.019014
ACIW	2018-02-23	978,144	1,716,361	0.574294	0.693425	0.287001	0.019574
ACIW	2018-03-02	1,079,849	2,045,319	0.565842	0.687382	0.284276	0.028342
ACIW	2018-03-09	1,283,489	3,241,114	0.455626	0.607137	0.238732	0.154131
ACIW	2018-03-16	697,168	1,468,464	0.548191	0.62477	0.231631	0.1436
ACIW	2018-03-23	443,057	853,411	0.548305	0.686397	0.289333	0.02427
ACIW	2018-03-30	529,139	1,166,488	0.543841	0.644018	0.330932	0.025051
ACIW	2018-04-06	671,493	1,519,030	0.45535	0.654407	0.3293	0.016293
ACIW	2018-04-13	268,599	898,133	0.415349	0.585957	0.39066	0.023383
ACIW	2018-04-20	221,071	571,778	0.394061	0.587349	0.377048	0.035603
ACIW	2018-04-27	683,615	1,184,744	0.449696	0.652691	0.230589	0.11672
ACIW	2018-05-04	783,842	1,499,608	0.487149	0.682644	0.293963	0.023393
ACIW	2018-05-11	1,496,834	2,854,579	0.469388	0.678764	0.291331	0.029905
ACIW	2018-05-18	1,699,466	2,295,916	0.749738	0.601413	0.382188	0.016399
ACIW	2018-05-25	730,790	1,052,000	0.682486	0.665049	0.313311	0.02164
ACIW	2018-06-01	625,597	1,091,457	0.586041	0.624277	0.343964	0.03176
ACIW	2018-06-08	833,156	1,529,202	0.671074	0.605822	0.362201	0.031977
ACIW	2018-06-15	564,298	1,303,193	0.50996	0.566001	0.398381	0.035618
ACIW	2018-06-22	740,638	1,207,840	0.639459	0.589512	0.376069	0.034419
ACIW	2018-06-29	769,658	1,205,300	0.622937	0.444102	0.535409	0.020489
ACIW	2018-07-06	375,719	648,245	0.522159	0.58669	0.38445	0.028859

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