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
ACA	2025-02-21	210,119	384,317	0.579035	0.014074	0.984723	0.001203
ACA	2025-02-28	342,131	669,910	0.536436	0.0135	0.983712	0.002787
ACA	2025-03-07	496,039	818,882	0.6878	0.021755	0.975932	0.002313
ACA	2025-03-14	393,641	657,628	0.634742	0.010657	0.9887	0.000644
ACA	2025-03-21	292,599	814,724	0.61499	0.009657	0.988658	0.001684
ACA	2025-03-28	345,670	629,808	0.740207	0.014184	0.983202	0.002614
ACA	2025-04-04	234,164	439,989	0.504419	0.012151	0.98653	0.001319
ACAD	2011-01-07	354,046	726,791	0.485995	0.381231	0.485188	0.133582
ACAD	2011-01-14	2,482,657	4,771,789	0.511561	0.340242	0.580169	0.079589
ACAD	2011-01-21	536,788	723,262	0.699052	0.362588	0.582809	0.054603
ACAD	2011-01-28	418,822	701,061	0.669736	0.253257	0.661664	0.085079
ACAD	2011-02-04	310,797	543,153	0.54879	0.215666	0.730546	0.053789
ACAD	2011-02-11	126,633	284,118	0.458816	0.317589	0.618323	0.064087
ACAD	2011-02-18	138,604	263,358	0.465208	0.276814	0.556038	0.167148
ACAD	2011-02-25	60,440	313,709	0.366876	0.21483	0.703049	0.082121
ACAD	2011-03-04	154,549	394,122	0.447038	0.289217	0.478577	0.232206
ACAD	2011-03-11	287,572	634,509	0.451315	0.184778	0.684193	0.131029
ACAD	2011-03-18	87,188	441,110	0.268491	0.084425	0.748796	0.166779
ACAD	2011-03-25	76,237	170,534	0.426106	0.360512	0.559861	0.079627
ACAD	2011-04-01	109,322	204,258	0.515059	0.163859	0.76041	0.075731
ACAD	2011-04-08	89,504	260,124	0.3428	0.155732	0.51123	0.333037
ACAD	2011-04-15	212,130	512,159	0.502487	0.247401	0.667584	0.085016
ACAD	2011-04-22	723,936	2,240,035	0.38008	0.284011	0.686676	0.029313
ACAD	2011-04-29	1,096,185	3,346,408	0.391073	0.240048	0.715624	0.044328
ACAD	2011-05-06	491,481	1,620,523	0.414374	0.188351	0.736954	0.074694
ACAD	2011-05-13	465,015	727,076	0.64421	0.298397	0.555885	0.145718
ACAD	2011-05-20	347,013	1,011,683	0.36145	0.350678	0.580234	0.069089
ACAD	2011-05-27	176,973	544,838	0.392186	0.233718	0.708435	0.057846
ACAD	2011-06-03	132,262	280,338	0.438829	0.246178	0.694784	0.059038
ACAD	2011-06-10	301,868	725,642	0.432052	0.299743	0.570295	0.129962
ACAD	2011-06-17	161,029	360,548	0.501264	0.310272	0.62097	0.068759
ACAD	2011-06-24	103,111	300,517	0.306248	0.306041	0.611749	0.08221
ACAD	2011-07-01	95,743	312,570	0.32626	0.229976	0.595279	0.174745
ACAD	2011-07-08	84,319	252,031	0.363411	0.227518	0.674895	0.097587
ACAD	2011-07-15	46,686	245,043	0.246353	0.557944	0.407124	0.034933
ACAD	2011-07-22	29,500	170,995	0.198477	0.333563	0.35093	0.315507
ACAD	2011-07-29	101,932	472,933	0.265565	0.184855	0.5824	0.232745
ACAD	2011-08-05	94,536	373,262	0.33149	0.396977	0.493259	0.109764
ACAD	2011-08-12	190,274	591,990	0.393524	0.263518	0.623882	0.1126
ACAD	2011-08-19	71,196	202,244	0.473023	0.350521	0.526143	0.123335
ACAD	2011-08-26	62,040	585,709	0.153124	0.227005	0.619571	0.153424
ACAD	2011-09-02	95,831	248,804	0.291713	0.377881	0.569605	0.052514
ACAD	2011-09-09	52,721	153,995	0.309603	0.193951	0.505278	0.300771
ACAD	2011-09-16	93,719	390,425	0.275573	0.347357	0.536678	0.115965
ACAD	2011-09-23	166,786	901,943	0.263663	0.236546	0.50458	0.258874
ACAD	2011-09-30	160,877	567,562	0.338319	0.38163	0.501171	0.117199
ACAD	2011-10-07	58,808	487,734	0.245452	0.117344	0.732211	0.150445
ACAD	2011-10-14	177,537	709,836	0.410024	0.292357	0.544387	0.163256
ACAD	2011-10-21	27,406	248,035	0.128238	0.55284	0.410993	0.036167
ACAD	2011-10-28	84,027	472,991	0.196252	0.477398	0.410954	0.111648
ACAD	2011-11-04	29,332	197,056	0.269206	0.349527	0.396402	0.254071
ACAD	2011-11-11	81,970	338,750	0.369033	0.363983	0.490954	0.145063
ACAD	2011-11-18	51,041	158,109	0.305209	0.329539	0.57044	0.100021
ACAD	2011-11-25	21,764	103,968	0.217566	0.200271	0.703592	0.096137
ACAD	2011-12-02	13,860	159,464	0.157116	0.217316	0.681082	0.101602
ACAD	2011-12-09	25,779	147,438	0.248021	0.176357	0.663519	0.160124
ACAD	2011-12-16	28,854	166,989	0.192116	0.077086	0.906299	0.016615
ACAD	2011-12-23	205,918	506,396	0.373146	0.395373	0.550307	0.05432
ACAD	2011-12-30	27,074	216,275	0.260069	0.272969	0.684975	0.042056
ACAD	2012-01-06	45,552	131,834	0.175881	0.385958	0.57716	0.036882
ACAD	2012-01-13	154,771	456,151	0.415905	0.721126	0.242809	0.036065
ACAD	2012-01-20	210,640	929,483	0.271878	0.540877	0.453149	0.005974
ACAD	2012-01-27	210,433	453,884	0.387384	0.744491	0.244473	0.011036
ACAD	2012-02-03	128,593	551,330	0.317711	0.606803	0.350937	0.04226
ACAD	2012-02-10	196,020	668,295	0.324061	0.426913	0.442894	0.130193
ACAD	2012-02-17	112,883	235,810	0.464359	0.472847	0.492388	0.034765
ACAD	2012-02-24	15,355	160,106	0.260179	0.34029	0.609682	0.050027
ACAD	2012-03-02	18,811	112,702	0.214742	0.515873	0.445318	0.038809
ACAD	2012-03-09	52,765	305,678	0.224172	0.430836	0.536457	0.032707
ACAD	2012-03-16	830,100	1,814,801	0.475569	0.607812	0.362129	0.030059
ACAD	2012-03-23	915,395	2,095,213	0.405208	0.601221	0.344353	0.054426
ACAD	2012-03-30	287,943	904,901	0.395338	0.546967	0.404829	0.048205
ACAD	2012-04-06	171,244	847,689	0.260888	0.469735	0.442913	0.087352
ACAD	2012-04-13	134,995	652,164	0.298322	0.571063	0.354743	0.074194
ACAD	2012-04-20	79,190	329,486	0.288382	0.376208	0.515188	0.108604
ACAD	2012-04-27	147,556	703,654	0.265138	0.426833	0.507693	0.065474
ACAD	2012-05-04	147,623	394,958	0.385076	0.424927	0.424634	0.150439
ACAD	2012-05-11	91,339	247,375	0.427069	0.45678	0.410236	0.132984
ACAD	2012-05-18	312,886	888,474	0.426129	0.399785	0.470563	0.129652
ACAD	2012-05-25	151,576	550,966	0.363177	0.437815	0.483559	0.078627
ACAD	2012-06-01	111,675	405,516	0.381676	0.360507	0.437881	0.201612
ACAD	2012-06-08	83,261	205,561	0.429732	0.295095	0.632081	0.072824
ACAD	2012-06-15	95,911	339,348	0.459616	0.405486	0.531168	0.063346
ACAD	2012-06-22	225,693	640,338	0.390343	0.495786	0.445841	0.058373
ACAD	2012-06-29	402,175	874,991	0.53336	0.606012	0.352549	0.041439
ACAD	2012-07-06	390,014	719,485	0.558645	0.555509	0.298176	0.146315
ACAD	2012-07-13	211,121	781,601	0.341795	0.426174	0.381733	0.192094
ACAD	2012-07-20	100,731	393,783	0.346959	0.385122	0.587012	0.027866
ACAD	2012-07-27	191,740	582,280	0.482287	0.509191	0.452336	0.038473
ACAD	2012-08-03	225,406	458,142	0.509299	0.427076	0.525336	0.047588
ACAD	2012-08-10	113,677	291,152	0.490308	0.564047	0.360011	0.075942
ACAD	2012-08-17	188,140	490,422	0.465266	0.58219	0.378851	0.038959
ACAD	2012-08-24	285,554	685,365	0.448966	0.610788	0.340528	0.048684
ACAD	2012-08-31	170,730	429,585	0.409678	0.441742	0.512043	0.046215
ACAD	2012-09-07	204,210	1,166,177	0.278531	0.575416	0.389441	0.035143
ACAD	2012-09-14	598,589	2,309,152	0.32979	0.514413	0.326857	0.15873
ACAD	2012-09-21	1,942,354	4,488,472	0.418863	0.656854	0.290471	0.052676
ACAD	2012-09-28	761,564	1,920,509	0.448503	0.527966	0.313362	0.158672
ACAD	2012-10-05	1,732,893	4,417,873	0.422561	0.637144	0.310131	0.052725
ACAD	2012-10-12	1,186,589	3,230,611	0.438695	0.443543	0.346329	0.210128

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