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
ABM	2013-08-02	240,033	522,963	0.482459	0.313149	0.658157	0.028695
ABM	2013-08-09	193,322	327,642	0.617301	0.298799	0.670629	0.030572
ABM	2013-08-16	218,867	526,932	0.575565	0.248395	0.72968	0.021925
ABM	2013-08-23	233,548	486,876	0.519042	0.277028	0.656253	0.066719
ABM	2013-08-30	253,454	483,420	0.586731	0.261816	0.713883	0.024302
ABM	2013-09-06	451,008	765,543	0.615915	0.444983	0.549564	0.005452
ABM	2013-09-13	300,691	606,334	0.498703	0.488375	0.503411	0.008214
ABM	2013-09-20	393,153	1,039,153	0.419434	0.401849	0.591476	0.006674
ABM	2013-09-27	163,051	783,408	0.249037	0.357765	0.626046	0.016188
ABM	2013-10-04	232,509	577,925	0.382363	0.210171	0.777313	0.012516
ABM	2013-10-11	361,924	742,045	0.509769	0.263954	0.716084	0.019962
ABM	2013-10-18	391,390	1,212,286	0.317352	0.287411	0.70989	0.0027
ABM	2013-10-25	536,530	1,498,598	0.4715	0.427401	0.56916	0.003439
ABM	2013-11-01	388,089	1,133,821	0.373592	0.270603	0.715155	0.014242
ABM	2013-11-08	295,674	900,129	0.319228	0.376931	0.604285	0.018785
ABM	2013-11-15	174,388	609,417	0.337267	0.362086	0.62077	0.017144
ABM	2013-11-22	175,593	653,404	0.324722	0.253051	0.72335	0.023598
ABM	2013-11-29	113,382	483,903	0.27907	0.201194	0.758187	0.040619
ABM	2013-12-06	244,924	987,885	0.228116	0.296137	0.691523	0.01234
ABM	2013-12-13	501,491	1,503,086	0.361991	0.405873	0.586452	0.007675
ABM	2013-12-20	287,840	1,391,069	0.237708	0.329799	0.665836	0.004365
ABM	2013-12-27	139,833	478,114	0.298403	0.440997	0.55654	0.002463
ABM	2014-01-03	230,652	566,464	0.3965	0.381189	0.587933	0.030877
ABM	2014-01-10	289,689	734,889	0.425141	0.371156	0.582804	0.046039
ABM	2014-01-17	229,804	664,467	0.388316	0.326964	0.648877	0.024159
ABM	2014-01-24	241,230	488,441	0.431572	0.291373	0.698195	0.010433
ABM	2014-01-31	248,569	575,353	0.450963	0.260002	0.689849	0.050149
ABM	2014-02-07	462,633	818,381	0.524176	0.192264	0.793639	0.014096
ABM	2014-02-14	386,982	661,395	0.589545	0.24534	0.742342	0.012318
ABM	2014-02-21	399,346	772,658	0.524857	0.245114	0.746722	0.008164
ABM	2014-02-28	493,473	994,111	0.456362	0.27654	0.64131	0.082151
ABM	2014-03-07	778,733	1,529,939	0.527316	0.359085	0.626221	0.014694
ABM	2014-03-14	441,414	731,909	0.613068	0.366313	0.609596	0.024091
ABM	2014-03-21	426,230	955,589	0.466741	0.303972	0.68234	0.013688
ABM	2014-03-28	319,625	940,945	0.408819	0.280349	0.70717	0.012481
ABM	2014-04-04	428,032	810,354	0.505231	0.222395	0.76373	0.013874
ABM	2014-04-11	420,188	864,959	0.599058	0.318547	0.665337	0.016116
ABM	2014-04-18	164,712	500,281	0.385513	0.182483	0.807352	0.010166
ABM	2014-04-25	231,577	561,881	0.431724	0.191812	0.783281	0.024908
ABM	2014-05-02	419,938	734,959	0.623701	0.297402	0.674345	0.028253
ABM	2014-05-09	390,188	772,417	0.483972	0.294271	0.572022	0.133707
ABM	2014-05-16	323,464	645,631	0.495199	0.19848	0.684347	0.117173
ABM	2014-05-23	338,343	726,957	0.560707	0.271239	0.705257	0.023504
ABM	2014-05-30	194,657	390,734	0.515708	0.256272	0.728071	0.015657
ABM	2014-06-06	450,597	1,169,087	0.387091	0.280453	0.679406	0.040141
ABM	2014-06-13	261,453	1,086,112	0.297212	0.3722	0.612356	0.015444
ABM	2014-06-20	365,263	1,070,157	0.346853	0.242328	0.746594	0.011078
ABM	2014-06-27	279,674	673,497	0.394005	0.296399	0.687096	0.016505
ABM	2014-07-04	239,817	584,003	0.427612	0.295451	0.648982	0.055567
ABM	2014-07-11	259,214	783,737	0.348581	0.288301	0.679018	0.032681
ABM	2014-07-18	299,534	618,124	0.479747	0.377382	0.588154	0.034464
ABM	2014-07-25	245,549	419,376	0.603979	0.368977	0.607539	0.023484
ABM	2014-08-01	368,807	629,025	0.592257	0.422063	0.549902	0.028036
ABM	2014-08-08	339,840	634,195	0.556515	0.434565	0.53806	0.027376
ABM	2014-08-15	303,359	662,054	0.443936	0.365399	0.611922	0.02268
ABM	2014-08-22	367,598	941,816	0.401993	0.471748	0.517504	0.010749
ABM	2014-08-29	272,881	580,689	0.486641	0.495533	0.487695	0.016772
ABM	2014-09-05	541,353	1,447,734	0.516702	0.511253	0.463184	0.025563
ABM	2014-09-12	441,159	972,684	0.487223	0.357294	0.578688	0.064018
ABM	2014-09-19	536,604	1,076,688	0.464987	0.351133	0.634498	0.014369
ABM	2014-09-26	317,439	801,558	0.429182	0.370426	0.595884	0.03369
ABM	2014-10-03	394,454	958,040	0.372822	0.300145	0.650012	0.049842
ABM	2014-10-10	369,610	875,670	0.402328	0.444243	0.528058	0.0277
ABM	2014-10-17	434,166	980,719	0.449134	0.331616	0.638212	0.030172
ABM	2014-10-24	219,862	602,135	0.399189	0.34292	0.627226	0.029854
ABM	2014-10-31	413,300	943,250	0.413106	0.430925	0.509326	0.059749
ABM	2014-11-07	156,701	589,205	0.268903	0.245449	0.722207	0.032344
ABM	2014-11-14	242,572	690,195	0.284439	0.452895	0.530097	0.017008
ABM	2014-11-21	208,457	778,097	0.365148	0.404769	0.56915	0.026081
ABM	2014-11-28	136,257	363,376	0.336384	0.286265	0.690041	0.023694
ABM	2014-12-05	316,935	796,334	0.434159	0.415362	0.557863	0.026775
ABM	2014-12-12	357,602	960,150	0.414328	0.419509	0.552332	0.028159
ABM	2014-12-19	467,065	1,551,229	0.304884	0.224591	0.754995	0.020414
ABM	2014-12-26	191,642	472,450	0.412131	0.350322	0.569569	0.080109
ABM	2015-01-02	209,519	467,536	0.435844	0.362136	0.610528	0.027335
ABM	2015-01-09	474,030	1,231,171	0.511358	0.416838	0.524383	0.058779
ABM	2015-01-16	409,479	938,027	0.482606	0.336252	0.602555	0.061193
ABM	2015-01-23	177,110	523,777	0.339817	0.25495	0.721887	0.023163
ABM	2015-01-30	302,977	709,221	0.395336	0.303448	0.653168	0.043384
ABM	2015-02-06	275,479	898,269	0.359009	0.295796	0.666442	0.037762
ABM	2015-02-13	212,759	560,543	0.394199	0.263782	0.712596	0.023623
ABM	2015-02-20	227,916	537,995	0.403116	0.356505	0.623798	0.019696
ABM	2015-02-27	260,680	591,942	0.43114	0.337391	0.620463	0.042146
ABM	2015-03-06	520,631	1,045,357	0.499261	0.363837	0.557863	0.0783
ABM	2015-03-13	382,589	765,668	0.488777	0.292973	0.617012	0.090015
ABM	2015-03-20	651,476	1,351,789	0.510546	0.3169	0.6359	0.0472
ABM	2015-03-27	375,300	773,504	0.499118	0.277708	0.695811	0.026481
ABM	2015-04-03	370,942	960,640	0.509232	0.41634	0.564646	0.019014
ABM	2015-04-10	510,512	2,095,003	0.337747	0.446263	0.51891	0.034827
ABM	2015-04-17	377,319	892,318	0.459174	0.363149	0.615065	0.021787
ABM	2015-04-24	258,520	716,242	0.383043	0.350436	0.593224	0.05634
ABM	2015-05-01	558,025	1,341,953	0.422451	0.345132	0.600275	0.054593
ABM	2015-05-08	493,582	1,113,900	0.467252	0.339929	0.644596	0.015475
ABM	2015-05-15	289,729	701,185	0.417731	0.354645	0.630635	0.01472
ABM	2015-05-22	380,955	1,216,998	0.395954	0.342062	0.642001	0.015937
ABM	2015-05-29	273,527	613,317	0.48422	0.318424	0.66416	0.017416
ABM	2015-06-05	565,665	1,124,531	0.489317	0.468892	0.510842	0.020266
ABM	2015-06-12	365,458	737,343	0.506414	0.360124	0.588001	0.051875
ABM	2015-06-19	407,641	732,028	0.531321	0.365705	0.624028	0.010267
ABM	2015-06-26	313,980	1,079,895	0.377211	0.336814	0.647854	0.015332

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