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
AB	2015-06-05	539,057	963,220	0.557037	0.537565	0.446569	0.015866
AB	2015-06-12	429,569	1,072,972	0.448674	0.568716	0.363697	0.067587
AB	2015-06-19	257,207	729,910	0.413672	0.655732	0.325436	0.018831
AB	2015-06-26	510,850	1,105,005	0.538543	0.51986	0.4671	0.01304
AB	2015-07-03	238,114	463,909	0.506954	0.599997	0.388147	0.011856
AB	2015-07-10	184,002	522,846	0.362499	0.50583	0.486968	0.007202
AB	2015-07-17	497,064	1,987,265	0.325769	0.590749	0.394815	0.014435
AB	2015-07-24	301,624	839,470	0.40613	0.676383	0.31266	0.010957
AB	2015-07-31	295,886	937,143	0.315846	0.609116	0.380124	0.01076
AB	2015-08-07	763,119	1,445,277	0.536853	0.671325	0.312821	0.015854
AB	2015-08-14	732,389	1,385,831	0.546769	0.645648	0.335803	0.018549
AB	2015-08-21	567,577	1,155,604	0.509995	0.647457	0.30478	0.047763
AB	2015-08-28	700,612	1,482,861	0.518943	0.612419	0.348841	0.03874
AB	2015-09-04	530,725	1,048,411	0.437082	0.655238	0.316042	0.02872
AB	2015-09-11	376,769	693,832	0.525826	0.700817	0.28153	0.017653
AB	2015-09-18	468,944	843,292	0.58133	0.620347	0.372509	0.007144
AB	2015-09-25	347,615	577,417	0.582821	0.585064	0.408509	0.006427
AB	2015-10-02	482,672	1,073,948	0.532833	0.619385	0.371497	0.009119
AB	2015-10-09	475,888	838,516	0.639393	0.47256	0.512064	0.015376
AB	2015-10-16	416,151	885,056	0.498859	0.439303	0.543619	0.017078
AB	2015-10-23	771,563	1,457,941	0.571547	0.568366	0.410211	0.021423
AB	2015-10-30	422,219	1,313,613	0.348766	0.605716	0.350375	0.043909
AB	2015-11-06	463,073	1,149,135	0.44313	0.45856	0.463884	0.077556
AB	2015-11-13	314,061	657,172	0.53727	0.4421	0.472432	0.085468
AB	2015-11-20	397,829	949,111	0.457001	0.585038	0.393665	0.021298
AB	2015-11-27	259,656	583,561	0.493964	0.604668	0.384686	0.010646
AB	2015-12-04	629,705	2,028,442	0.376442	0.592056	0.388397	0.019547
AB	2015-12-11	892,259	2,363,414	0.401914	0.606298	0.382251	0.011451
AB	2015-12-18	803,335	2,296,660	0.408352	0.565537	0.41153	0.022933
AB	2015-12-25	759,104	1,046,795	0.614216	0.474911	0.514458	0.010631
AB	2016-01-01	431,505	872,025	0.517634	0.671708	0.320557	0.007734
AB	2016-01-08	599,378	1,251,793	0.55039	0.560716	0.383615	0.055669
AB	2016-01-15	548,460	1,336,147	0.451743	0.542378	0.436259	0.021363
AB	2016-01-22	530,314	1,510,245	0.400636	0.427461	0.486282	0.086257
AB	2016-01-29	393,711	1,395,107	0.368655	0.515965	0.453775	0.03026
AB	2016-02-05	378,071	1,044,966	0.335333	0.573901	0.411097	0.015002
AB	2016-02-12	615,022	1,590,131	0.434833	0.598337	0.385867	0.015796
AB	2016-02-19	524,412	1,519,632	0.385699	0.527025	0.457252	0.015723
AB	2016-02-26	486,374	962,614	0.581843	0.426165	0.559257	0.014578
AB	2016-03-04	733,208	1,464,252	0.539158	0.472086	0.517492	0.010422
AB	2016-03-11	737,664	1,422,231	0.566604	0.472807	0.508658	0.018536
AB	2016-03-18	710,308	1,305,284	0.508776	0.525289	0.439243	0.035467
AB	2016-03-25	336,997	837,219	0.49944	0.576394	0.37124	0.052366
AB	2016-04-01	724,145	1,583,872	0.474204	0.384364	0.487392	0.128244
AB	2016-04-08	591,341	1,170,576	0.521192	0.403442	0.498476	0.098082
AB	2016-04-15	376,482	1,053,925	0.421351	0.527663	0.401633	0.070704
AB	2016-04-22	426,201	995,509	0.484189	0.529685	0.441313	0.029003
AB	2016-04-29	439,737	911,448	0.501625	0.57264	0.411152	0.016208
AB	2016-05-06	530,983	1,079,613	0.481044	0.587413	0.398483	0.014105
AB	2016-05-13	421,434	957,692	0.45172	0.563156	0.413982	0.022862
AB	2016-05-20	522,361	1,137,947	0.418539	0.631137	0.358048	0.010815
AB	2016-05-27	367,855	914,762	0.415279	0.513354	0.467612	0.019034
AB	2016-06-03	264,981	568,881	0.490556	0.567408	0.327323	0.105268
AB	2016-06-10	384,783	923,193	0.449657	0.591968	0.390632	0.017399
AB	2016-06-17	455,412	874,642	0.523399	0.487522	0.417532	0.094946
AB	2016-06-24	421,366	874,814	0.534111	0.604691	0.375913	0.019396
AB	2016-07-01	516,906	1,009,079	0.486941	0.653205	0.308701	0.038095
AB	2016-07-08	275,975	549,101	0.518693	0.554862	0.430538	0.0146
AB	2016-07-15	285,198	699,184	0.463714	0.577316	0.398608	0.024076
AB	2016-07-22	238,224	685,498	0.405658	0.518788	0.461332	0.019879
AB	2016-07-29	387,160	890,590	0.359736	0.630824	0.360789	0.008386
AB	2016-08-05	643,446	1,714,494	0.402561	0.604485	0.327203	0.068312
AB	2016-08-12	290,715	1,146,966	0.295613	0.617372	0.312882	0.069746
AB	2016-08-19	144,551	694,432	0.27467	0.595635	0.390541	0.013824
AB	2016-08-26	271,559	893,678	0.353428	0.65764	0.329357	0.013003
AB	2016-09-02	253,992	942,770	0.307498	0.610312	0.377616	0.012071
AB	2016-09-09	274,756	873,311	0.388696	0.659299	0.318216	0.022485
AB	2016-09-16	447,895	1,085,714	0.413678	0.578792	0.39898	0.022228
AB	2016-09-23	423,074	865,067	0.455589	0.599265	0.389131	0.011604
AB	2016-09-30	398,419	951,157	0.421852	0.647479	0.326949	0.025572
AB	2016-10-07	253,675	568,798	0.478785	0.672423	0.310389	0.017188
AB	2016-10-14	316,754	627,842	0.526687	0.671591	0.307568	0.020841
AB	2016-10-21	285,538	615,116	0.504201	0.670972	0.303354	0.025674
AB	2016-10-28	478,977	1,200,376	0.47154	0.706943	0.274248	0.018809
AB	2016-11-04	444,516	991,439	0.455643	0.67128	0.315951	0.012769
AB	2016-11-11	523,332	1,388,559	0.43394	0.640112	0.339476	0.020412
AB	2016-11-18	522,893	1,355,560	0.382111	0.632387	0.304892	0.062721
AB	2016-11-25	416,112	917,673	0.449206	0.627978	0.355105	0.016917
AB	2016-12-02	630,417	1,337,675	0.479667	0.587807	0.352796	0.059397
AB	2016-12-09	778,159	2,320,469	0.431189	0.640655	0.33706	0.022284
AB	2016-12-16	755,336	1,814,327	0.44085	0.701535	0.280411	0.018054
AB	2016-12-23	780,498	1,601,484	0.431223	0.72671	0.247597	0.025693
AB	2016-12-30	440,501	952,931	0.46067	0.583138	0.393391	0.023471
AB	2017-01-06	754,955	1,211,845	0.606049	0.591994	0.392549	0.015457
AB	2017-01-13	991,896	1,800,966	0.627038	0.57766	0.399328	0.023012
AB	2017-01-20	326,146	663,414	0.508529	0.662789	0.326682	0.01053
AB	2017-01-27	628,670	947,877	0.682178	0.701267	0.286655	0.012078
AB	2017-02-03	823,133	1,288,581	0.73758	0.733798	0.249459	0.016743
AB	2017-02-10	743,350	1,391,157	0.589137	0.602803	0.306072	0.091125
AB	2017-02-17	1,527,676	2,738,556	0.610977	0.699048	0.249429	0.051523
AB	2017-02-24	575,833	978,025	0.579034	0.678446	0.311722	0.009833
AB	2017-03-03	707,606	1,358,785	0.529901	0.73153	0.252137	0.016333
AB	2017-03-10	774,921	1,144,414	0.65143	0.816561	0.170007	0.013432
AB	2017-03-17	702,246	1,276,428	0.546459	0.810423	0.178735	0.010842
AB	2017-03-24	768,520	1,608,989	0.417955	0.812986	0.169685	0.01733
AB	2017-03-31	591,209	1,349,610	0.435482	0.713903	0.270307	0.01579
AB	2017-04-07	824,041	1,400,192	0.573163	0.744789	0.247192	0.008019
AB	2017-04-14	964,194	1,937,487	0.600673	0.69342	0.292065	0.014515
AB	2017-04-21	519,220	962,963	0.511746	0.736588	0.254731	0.008681
AB	2017-04-28	940,212	2,158,004	0.579055	0.6116	0.369435	0.018965

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