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	2011-08-05	785,505	1,846,604	0.353729	0.131044	0.820927	0.048029
AB	2011-08-12	701,798	2,087,707	0.387971	0.137378	0.832382	0.03024
AB	2011-08-19	300,180	932,233	0.335056	0.156547	0.819121	0.024332
AB	2011-08-26	395,974	734,271	0.56284	0.128744	0.837189	0.034067
AB	2011-09-02	348,422	1,037,759	0.373715	0.114488	0.831776	0.053737
AB	2011-09-09	175,310	644,166	0.319886	0.209259	0.596711	0.19403
AB	2011-09-16	200,967	918,195	0.343404	0.19178	0.761282	0.046938
AB	2011-09-23	227,928	988,303	0.323109	0.113092	0.724106	0.162802
AB	2011-09-30	165,223	859,640	0.261482	0.147921	0.765978	0.086101
AB	2011-10-07	227,193	960,764	0.349653	0.235611	0.697425	0.066964
AB	2011-10-14	200,510	962,097	0.354674	0.216629	0.667849	0.115523
AB	2011-10-21	260,921	880,180	0.385299	0.233499	0.693991	0.07251
AB	2011-10-28	384,347	1,315,352	0.335049	0.256984	0.621407	0.12161
AB	2011-11-04	211,748	1,155,115	0.222624	0.290738	0.622284	0.086978
AB	2011-11-11	233,554	1,270,559	0.190774	0.335162	0.543357	0.121481
AB	2011-11-18	307,029	1,166,669	0.261587	0.307654	0.582492	0.109854
AB	2011-11-25	217,915	801,790	0.34312	0.211521	0.727787	0.060692
AB	2011-12-02	220,993	1,112,272	0.219955	0.230368	0.727949	0.041683
AB	2011-12-09	396,035	1,873,587	0.258427	0.228392	0.674715	0.096893
AB	2011-12-16	530,724	1,820,460	0.329031	0.23411	0.727978	0.037912
AB	2011-12-23	469,580	1,679,953	0.328572	0.196106	0.763108	0.040786
AB	2011-12-30	177,346	674,697	0.287124	0.170547	0.800503	0.02895
AB	2012-01-06	678,942	1,145,803	0.613481	0.185719	0.799011	0.01527
AB	2012-01-13	741,239	1,328,981	0.539441	0.269554	0.715306	0.01514
AB	2012-01-20	445,048	1,284,371	0.401498	0.196271	0.766073	0.037656
AB	2012-01-27	365,203	979,542	0.38877	0.214494	0.736402	0.049104
AB	2012-02-03	331,337	961,831	0.366195	0.239423	0.728777	0.0318
AB	2012-02-10	367,240	1,255,528	0.252825	0.144871	0.775758	0.079371
AB	2012-02-17	349,295	1,862,764	0.241677	0.230695	0.717217	0.052088
AB	2012-02-24	268,981	1,061,228	0.316634	0.18431	0.782948	0.032742
AB	2012-03-02	330,383	658,477	0.567106	0.146078	0.826994	0.026928
AB	2012-03-09	569,045	987,587	0.624563	0.173356	0.795156	0.031488
AB	2012-03-16	383,658	754,846	0.55885	0.215343	0.763331	0.021326
AB	2012-03-23	317,476	604,427	0.548907	0.179946	0.794727	0.025327
AB	2012-03-30	266,634	447,447	0.599825	0.254434	0.723456	0.02211
AB	2012-04-06	226,543	416,674	0.553519	0.232182	0.741448	0.02637
AB	2012-04-13	294,893	567,915	0.554221	0.255573	0.703921	0.040506
AB	2012-04-20	114,796	293,883	0.37781	0.224308	0.738456	0.037236
AB	2012-04-27	119,601	355,274	0.36645	0.117527	0.842551	0.039922
AB	2012-05-04	247,364	776,563	0.325766	0.156969	0.768062	0.074968
AB	2012-05-11	294,454	495,258	0.620458	0.310459	0.657194	0.032346
AB	2012-05-18	206,692	433,868	0.516182	0.207332	0.721346	0.071322
AB	2012-05-25	225,243	488,202	0.461491	0.158888	0.801862	0.03925
AB	2012-06-01	97,087	356,589	0.257156	0.10382	0.789157	0.107023
AB	2012-06-08	353,577	1,004,771	0.380655	0.193207	0.740973	0.06582
AB	2012-06-15	373,136	1,169,925	0.339176	0.296165	0.672792	0.031044
AB	2012-06-22	296,318	791,555	0.407624	0.186999	0.786027	0.026974
AB	2012-06-29	241,304	682,894	0.355934	0.148359	0.82828	0.023361
AB	2012-07-06	151,508	459,176	0.322521	0.168641	0.761582	0.069778
AB	2012-07-13	187,734	621,894	0.357238	0.196283	0.686136	0.117582
AB	2012-07-20	228,256	737,400	0.35021	0.226811	0.754644	0.018545
AB	2012-07-27	263,717	684,754	0.502792	0.22237	0.744982	0.032648
AB	2012-08-03	263,895	635,088	0.435693	0.242799	0.727897	0.029304
AB	2012-08-10	217,397	659,183	0.3687	0.24501	0.745401	0.009589
AB	2012-08-17	307,000	687,100	0.486191	0.293	0.674427	0.032573
AB	2012-08-24	856,240	1,259,985	0.720718	0.337228	0.609048	0.053723
AB	2012-08-31	771,775	1,563,936	0.54892	0.280325	0.680319	0.039356
AB	2012-09-07	211,299	517,832	0.414067	0.210336	0.776846	0.012818
AB	2012-09-14	415,793	1,288,666	0.381341	0.142065	0.790383	0.067551
AB	2012-09-21	493,248	981,456	0.5011	0.131417	0.859456	0.009127
AB	2012-09-28	396,285	658,010	0.629882	0.166931	0.768826	0.064242
AB	2012-10-05	275,481	647,237	0.476426	0.113452	0.87111	0.015437
AB	2012-10-12	369,086	627,195	0.626665	0.283735	0.568317	0.147948
AB	2012-10-19	391,638	702,514	0.60611	0.276044	0.71543	0.008527
AB	2012-10-26	313,913	965,371	0.302283	0.162142	0.83112	0.006738
AB	2012-11-02	220,927	544,857	0.350238	0.167941	0.827621	0.004438
AB	2012-11-09	235,658	609,658	0.3832	0.130631	0.844935	0.024434
AB	2012-11-16	565,577	1,085,741	0.541331	0.177141	0.795014	0.027844
AB	2012-11-23	429,013	877,864	0.554555	0.201673	0.779489	0.018838
AB	2012-11-30	369,900	787,692	0.515521	0.160964	0.817524	0.021511
AB	2012-12-07	299,069	1,110,996	0.333363	0.186404	0.803437	0.010159
AB	2012-12-14	444,535	1,322,030	0.357045	0.219179	0.772679	0.008142
AB	2012-12-21	339,111	1,282,961	0.254696	0.207892	0.710308	0.081801
AB	2012-12-28	234,454	599,924	0.35796	0.10449	0.882129	0.013381
AB	2013-01-04	256,663	664,848	0.41708	0.160075	0.733419	0.106506
AB	2013-01-11	694,726	1,420,530	0.523941	0.236652	0.678613	0.084735
AB	2013-01-18	307,643	891,233	0.367923	0.285477	0.699034	0.015489
AB	2013-01-25	291,547	519,675	0.520764	0.364836	0.624664	0.0105
AB	2013-02-01	381,421	702,184	0.57583	0.221961	0.760192	0.017847
AB	2013-02-08	192,129	427,108	0.473976	0.295196	0.677045	0.027759
AB	2013-02-15	522,687	1,373,324	0.437973	0.276665	0.687406	0.035929
AB	2013-02-22	669,488	1,339,408	0.533262	0.245729	0.728479	0.025792
AB	2013-03-01	474,143	1,039,302	0.463114	0.271655	0.695531	0.032814
AB	2013-03-08	258,270	717,047	0.385221	0.21948	0.728238	0.052282
AB	2013-03-15	411,002	835,501	0.512228	0.183713	0.767456	0.048832
AB	2013-03-22	182,909	491,102	0.331675	0.244875	0.721031	0.034094
AB	2013-03-29	173,865	364,481	0.459009	0.192697	0.770351	0.036952
AB	2013-04-05	202,753	531,133	0.381302	0.37388	0.61276	0.013359
AB	2013-04-12	199,999	521,928	0.414491	0.354786	0.608226	0.036988
AB	2013-04-19	270,377	522,255	0.577637	0.3776	0.585271	0.037129
AB	2013-04-26	227,035	666,787	0.350135	0.411861	0.499766	0.088373
AB	2013-05-03	608,068	1,437,000	0.509794	0.604118	0.380497	0.015384
AB	2013-05-10	484,718	1,467,848	0.399423	0.694941	0.292382	0.012677
AB	2013-05-17	756,557	2,171,365	0.386175	0.598383	0.386441	0.015175
AB	2013-05-24	747,795	1,841,219	0.465273	0.670916	0.322612	0.006471
AB	2013-05-31	255,035	923,607	0.334089	0.591161	0.400978	0.00786
AB	2013-06-07	588,035	1,853,447	0.383841	0.633521	0.356796	0.009683
AB	2013-06-14	455,119	1,138,899	0.471071	0.647059	0.343532	0.009409
AB	2013-06-21	942,382	2,078,810	0.574443	0.600142	0.385319	0.014539
AB	2013-06-28	1,131,771	2,901,637	0.488344	0.567221	0.352721	0.080058

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