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
ACCO	2018-10-26	1,030,761	2,467,078	0.485816	0.497999	0.482504	0.019497
ACCO	2018-11-02	2,157,225	5,085,359	0.482092	0.545976	0.434589	0.019435
ACCO	2018-11-09	987,278	3,035,645	0.408261	0.469118	0.475049	0.055834
ACCO	2018-11-16	1,217,771	2,901,338	0.440787	0.447675	0.476664	0.075661
ACCO	2018-11-23	740,085	1,647,617	0.489191	0.436322	0.547874	0.015804
ACCO	2018-11-30	922,712	2,088,644	0.532043	0.508336	0.459962	0.031702
ACCO	2018-12-07	743,554	1,691,900	0.521816	0.46154	0.508033	0.030427
ACCO	2018-12-14	1,053,985	2,292,493	0.561273	0.421276	0.538099	0.040625
ACCO	2018-12-21	1,673,140	3,912,099	0.46958	0.434008	0.531415	0.034577
ACCO	2018-12-28	1,042,478	2,124,991	0.569571	0.445887	0.525756	0.028357
ACCO	2019-01-04	1,301,257	3,069,511	0.497834	0.422601	0.552854	0.024545
ACCO	2019-01-11	1,682,449	2,889,787	0.632233	0.415672	0.554969	0.029358
ACCO	2019-01-18	1,424,412	2,474,360	0.648366	0.470812	0.504966	0.024223
ACCO	2019-01-25	1,059,894	1,761,800	0.636233	0.402299	0.560593	0.037108
ACCO	2019-02-01	916,089	1,663,757	0.59288	0.363715	0.612332	0.023953
ACCO	2019-02-08	1,271,384	2,051,918	0.661501	0.47017	0.494566	0.035264
ACCO	2019-02-15	1,535,916	2,955,245	0.560665	0.453889	0.515084	0.031027
ACCO	2019-02-22	1,138,062	1,965,844	0.62144	0.374221	0.53511	0.090669
ACCO	2019-03-01	1,262,566	2,018,480	0.713025	0.374355	0.557671	0.067975
ACCO	2019-03-08	1,192,219	1,966,585	0.697683	0.540143	0.432763	0.027095
ACCO	2019-03-15	1,158,575	2,269,329	0.671597	0.385419	0.58694	0.027641
ACCO	2019-03-22	994,331	1,644,590	0.654533	0.449305	0.520321	0.030374
ACCO	2019-03-29	998,850	1,523,599	0.628429	0.467229	0.512336	0.020435
ACCO	2019-04-05	780,752	1,538,688	0.528757	0.435913	0.530985	0.033102
ACCO	2019-04-12	682,191	1,116,825	0.672601	0.425989	0.517898	0.056113
ACCO	2019-04-19	372,315	739,331	0.51814	0.400387	0.529453	0.07016
ACCO	2019-04-26	670,285	1,083,230	0.639521	0.411368	0.524453	0.064179
ACCO	2019-05-03	1,073,102	1,899,595	0.556595	0.391863	0.56707	0.041066
ACCO	2019-05-10	1,047,820	1,721,968	0.62787	0.411371	0.466942	0.121686
ACCO	2019-05-17	1,198,832	2,108,150	0.587331	0.465107	0.449485	0.085407
ACCO	2019-05-24	1,607,301	2,783,951	0.560282	0.493954	0.427609	0.078437
ACCO	2019-05-31	1,095,394	2,046,543	0.544985	0.388416	0.441185	0.170399
ACCO	2019-06-07	816,027	2,101,953	0.408236	0.319798	0.460794	0.219408
ACCO	2019-06-14	817,925	1,936,784	0.50089	0.347271	0.492792	0.159937
ACCO	2019-06-21	1,530,497	3,239,937	0.543709	0.44572	0.470285	0.083995
ACCO	2019-06-28	1,152,639	2,586,127	0.531309	0.352949	0.516127	0.130924
ACCO	2019-07-05	642,679	1,153,025	0.57897	0.357616	0.488936	0.153447
ACCO	2019-07-12	922,184	1,738,579	0.5636	0.312652	0.497764	0.189584
ACCO	2019-07-19	941,795	1,742,383	0.518249	0.325812	0.555692	0.118495
ACCO	2019-07-26	1,001,260	1,727,537	0.638103	0.38861	0.480701	0.130689
ACCO	2019-08-02	2,185,421	4,437,603	0.645859	0.398673	0.531271	0.070056
ACCO	2019-08-09	1,590,522	2,748,945	0.599667	0.404767	0.505784	0.08945
ACCO	2019-08-16	1,004,478	1,697,406	0.596991	0.452551	0.461778	0.085671
ACCO	2019-08-23	1,131,802	2,200,739	0.586638	0.467245	0.449849	0.082906
ACCO	2019-08-30	870,929	1,801,157	0.51163	0.482487	0.441477	0.076036
ACCO	2019-09-06	661,281	1,363,365	0.540349	0.453879	0.418724	0.127396
ACCO	2019-09-13	992,781	1,889,118	0.561746	0.471167	0.417593	0.11124
ACCO	2019-09-20	761,898	1,705,598	0.492201	0.386468	0.509268	0.104264
ACCO	2019-09-27	588,893	1,309,933	0.509077	0.459919	0.469064	0.071017
ACCO	2019-10-04	772,628	1,355,695	0.631288	0.454714	0.470272	0.075014
ACCO	2019-10-11	784,390	1,172,305	0.721095	0.5212	0.404652	0.074149
ACCO	2019-10-18	794,696	1,213,373	0.658242	0.472533	0.420789	0.106678
ACCO	2019-10-25	1,341,323	2,107,257	0.624011	0.497901	0.413875	0.088224
ACCO	2019-11-01	1,237,662	3,485,341	0.40855	0.563383	0.362881	0.073736
ACCO	2019-11-08	847,346	1,704,283	0.544623	0.521151	0.41093	0.067919
ACCO	2019-11-15	698,862	1,235,331	0.631512	0.457033	0.476418	0.066549
ACCO	2019-11-22	984,710	1,786,277	0.587209	0.489057	0.427583	0.083359
ACCO	2019-11-29	458,525	989,638	0.531098	0.389873	0.527439	0.082688
ACCO	2019-12-06	806,128	1,838,757	0.495409	0.502822	0.433776	0.063402
ACCO	2019-12-13	859,567	1,555,804	0.550485	0.529713	0.331725	0.138563
ACCO	2019-12-20	686,869	1,305,462	0.590032	0.523722	0.35535	0.120929
ACCO	2019-12-27	328,741	646,089	0.405337	0.533701	0.404072	0.062228
ACCO	2020-01-03	331,230	962,193	0.363743	0.506692	0.401888	0.09142
ACCO	2020-01-10	554,733	1,666,627	0.379302	0.445698	0.502409	0.051893
ACCO	2020-01-17	456,359	1,165,460	0.411185	0.352069	0.503679	0.144252
ACCO	2020-01-24	329,907	804,570	0.429869	0.386891	0.545128	0.067981
ACCO	2020-01-31	635,468	1,601,277	0.411135	0.32732	0.533108	0.139572
ACCO	2020-02-07	539,586	1,380,536	0.4669	0.406343	0.53553	0.058127
ACCO	2020-02-14	1,693,142	4,656,488	0.391909	0.429481	0.537165	0.033354
ACCO	2020-02-21	328,250	1,369,158	0.284259	0.446313	0.526478	0.027209
ACCO	2020-02-28	1,192,179	3,161,987	0.449197	0.370694	0.528471	0.100834
ACCO	2020-03-06	1,412,266	2,722,334	0.540664	0.310721	0.541091	0.148188
ACCO	2020-03-13	1,811,704	4,334,413	0.441161	0.340098	0.552135	0.107766
ACCO	2020-03-20	1,264,500	4,544,197	0.322862	0.462259	0.466459	0.071281
ACCO	2020-03-27	1,254,537	3,280,343	0.403331	0.394732	0.556024	0.049244
ACCO	2020-04-03	1,873,869	3,420,541	0.592487	0.367571	0.59507	0.037359
ACCO	2020-04-10	1,350,519	3,138,790	0.475717	0.443385	0.520351	0.036264
ACCO	2020-04-17	1,684,648	2,938,439	0.557128	0.404812	0.562159	0.033029
ACCO	2020-04-24	1,130,692	1,913,301	0.630333	0.394238	0.524475	0.081287
ACCO	2020-05-01	2,144,623	3,580,733	0.649076	0.375658	0.553881	0.070461
ACCO	2020-05-08	1,948,222	3,830,250	0.564382	0.432032	0.536798	0.03117
ACCO	2020-05-15	1,786,915	2,830,942	0.662243	0.348867	0.638189	0.012944
ACCO	2020-05-22	995,046	2,038,876	0.575176	0.301692	0.677169	0.021139
ACCO	2020-05-29	806,860	2,461,128	0.466639	0.344204	0.627439	0.028358
ACCO	2020-06-05	919,827	2,101,507	0.527699	0.407441	0.557631	0.034928
ACCO	2020-06-12	1,198,286	2,522,580	0.601054	0.393109	0.512842	0.094049
ACCO	2020-06-19	1,100,473	2,105,201	0.698535	0.286227	0.6707	0.043072
ACCO	2020-06-26	1,439,067	3,248,101	0.568709	0.37667	0.590098	0.033231
ACCO	2020-07-03	1,198,552	2,008,967	0.595857	0.449902	0.524178	0.025921
ACCO	2020-07-10	1,021,910	1,736,874	0.655152	0.499848	0.47767	0.022482
ACCO	2020-07-17	1,079,989	1,991,401	0.511564	0.266935	0.701645	0.031421
ACCO	2020-07-24	1,388,368	2,388,360	0.674758	0.431809	0.54499	0.023201
ACCO	2020-07-31	1,158,177	1,860,158	0.66712	0.438517	0.532812	0.028671
ACCO	2020-08-07	821,015	1,986,931	0.56168	0.362356	0.615976	0.021668
ACCO	2020-08-14	1,370,400	2,019,580	0.683043	0.453383	0.529911	0.016706
ACCO	2020-08-21	911,992	1,751,421	0.589285	0.390841	0.506773	0.102386
ACCO	2020-08-28	1,235,296	2,102,537	0.659151	0.387346	0.540809	0.071845
ACCO	2020-09-04	938,369	2,066,974	0.558137	0.344966	0.592867	0.062166
ACCO	2020-09-11	785,853	2,073,819	0.44257	0.361784	0.614473	0.023743
ACCO	2020-09-18	1,381,133	4,415,830	0.485287	0.321764	0.657545	0.02069

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