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
ACLS	2011-07-22	756,987	1,559,999	0.488173	0.195705	0.448633	0.355662
ACLS	2011-07-29	1,123,907	2,321,095	0.536184	0.398994	0.38441	0.216596
ACLS	2011-08-05	728,559	1,783,247	0.502403	0.303582	0.536629	0.159789
ACLS	2011-08-12	869,137	2,011,322	0.47216	0.316258	0.522416	0.161326
ACLS	2011-08-19	598,097	1,044,473	0.652788	0.326685	0.520181	0.153134
ACLS	2011-08-26	391,611	743,365	0.573654	0.433833	0.438478	0.127689
ACLS	2011-09-02	385,326	883,453	0.470011	0.257718	0.585247	0.157035
ACLS	2011-09-09	510,405	1,204,733	0.463357	0.314497	0.336861	0.348643
ACLS	2011-09-16	387,060	929,603	0.46613	0.305224	0.46309	0.231687
ACLS	2011-09-23	387,154	1,010,458	0.475786	0.241332	0.464438	0.294231
ACLS	2011-09-30	343,007	982,275	0.382499	0.23589	0.588744	0.175366
ACLS	2011-10-07	311,576	947,800	0.434414	0.288667	0.552312	0.159021
ACLS	2011-10-14	259,553	759,446	0.394683	0.170646	0.63239	0.196963
ACLS	2011-10-21	200,450	754,935	0.309514	0.232862	0.621773	0.145365
ACLS	2011-10-28	473,378	1,925,221	0.315443	0.199994	0.647396	0.15261
ACLS	2011-11-04	252,583	735,888	0.376072	0.397976	0.490056	0.111968
ACLS	2011-11-11	195,666	561,436	0.41326	0.294664	0.619939	0.085397
ACLS	2011-11-18	240,975	982,285	0.380962	0.356235	0.534559	0.109206
ACLS	2011-11-25	246,053	581,762	0.486648	0.514395	0.429703	0.055902
ACLS	2011-12-02	319,405	735,272	0.476276	0.466936	0.458383	0.074681
ACLS	2011-12-09	257,337	900,211	0.41114	0.364051	0.448452	0.187497
ACLS	2011-12-16	171,908	473,906	0.379799	0.37972	0.521108	0.099172
ACLS	2011-12-23	236,717	1,214,744	0.267184	0.418037	0.32099	0.260972
ACLS	2011-12-30	148,446	586,567	0.372236	0.444909	0.400193	0.154899
ACLS	2012-01-06	556,263	1,241,426	0.494048	0.496036	0.381338	0.122625
ACLS	2012-01-13	578,781	1,481,474	0.398835	0.330686	0.576597	0.092717
ACLS	2012-01-20	581,116	1,888,815	0.380358	0.410018	0.502953	0.087029
ACLS	2012-01-27	354,684	1,251,162	0.426535	0.44627	0.466628	0.087102
ACLS	2012-02-03	1,745,420	3,724,749	0.508515	0.486329	0.453409	0.060262
ACLS	2012-02-10	946,143	2,230,688	0.438485	0.413742	0.430434	0.155824
ACLS	2012-02-17	607,163	1,457,407	0.389377	0.365951	0.544878	0.089171
ACLS	2012-02-24	292,134	913,761	0.408624	0.363389	0.55515	0.081461
ACLS	2012-03-02	509,344	1,413,895	0.442461	0.343881	0.567973	0.088146
ACLS	2012-03-09	450,109	1,239,766	0.443538	0.248435	0.697163	0.054402
ACLS	2012-03-16	390,352	1,169,681	0.396004	0.242034	0.677534	0.080432
ACLS	2012-03-23	297,553	862,490	0.444708	0.29075	0.668326	0.040924
ACLS	2012-03-30	184,258	615,360	0.308401	0.334525	0.637142	0.028333
ACLS	2012-04-06	160,575	473,755	0.367459	0.423328	0.535541	0.041131
ACLS	2012-04-13	225,731	542,702	0.428711	0.336831	0.607008	0.056161
ACLS	2012-04-20	168,466	474,522	0.390389	0.318721	0.635771	0.045507
ACLS	2012-04-27	166,862	543,356	0.390164	0.312489	0.610018	0.077493
ACLS	2012-05-04	288,443	1,457,004	0.243799	0.223495	0.58173	0.194775
ACLS	2012-05-11	216,227	914,581	0.322381	0.249855	0.712605	0.03754
ACLS	2012-05-18	487,400	913,891	0.411706	0.50625	0.354185	0.139565
ACLS	2012-05-25	321,478	1,440,317	0.305594	0.508345	0.428117	0.063538
ACLS	2012-06-01	227,589	546,956	0.489691	0.394149	0.484691	0.12116
ACLS	2012-06-08	262,364	559,193	0.520457	0.315611	0.602688	0.081701
ACLS	2012-06-15	105,138	279,570	0.377996	0.27101	0.588453	0.140537
ACLS	2012-06-22	148,145	398,609	0.451716	0.313283	0.577604	0.109113
ACLS	2012-06-29	155,704	359,411	0.530857	0.38832	0.567169	0.044511
ACLS	2012-07-06	81,644	228,767	0.576246	0.372864	0.456898	0.170238
ACLS	2012-07-13	293,865	1,849,068	0.285473	0.337368	0.415208	0.247424
ACLS	2012-07-20	364,402	1,628,707	0.299923	0.323851	0.668306	0.007842
ACLS	2012-07-27	121,200	565,169	0.240333	0.447728	0.483642	0.06863
ACLS	2012-08-03	178,964	1,736,399	0.187259	0.366636	0.525833	0.107532
ACLS	2012-08-10	239,892	1,025,266	0.309804	0.534569	0.405941	0.05949
ACLS	2012-08-17	201,559	609,388	0.384768	0.455599	0.500091	0.04431
ACLS	2012-08-24	86,167	228,774	0.548593	0.528651	0.393691	0.077657
ACLS	2012-08-31	136,995	275,581	0.433671	0.548712	0.435133	0.016156
ACLS	2012-09-07	113,289	376,667	0.288608	0.188488	0.739369	0.072143
ACLS	2012-09-14	242,486	625,348	0.489182	0.266758	0.509592	0.22365
ACLS	2012-09-21	352,577	766,917	0.534554	0.464597	0.464675	0.070728
ACLS	2012-09-28	365,603	789,076	0.472644	0.367832	0.495656	0.136512
ACLS	2012-10-05	147,948	258,791	0.580129	0.294103	0.679557	0.02634
ACLS	2012-10-12	152,359	285,867	0.501318	0.406019	0.403147	0.190834
ACLS	2012-10-19	68,031	164,002	0.544566	0.229683	0.658325	0.111992
ACLS	2012-10-26	46,149	115,474	0.505352	0.570543	0.295816	0.133641
ACLS	2012-11-02	67,724	155,054	0.578848	0.519443	0.466282	0.014275
ACLS	2012-11-09	56,878	190,576	0.553207	0.363401	0.634178	0.00242
ACLS	2012-11-16	79,991	235,380	0.352516	0.616855	0.322999	0.060146
ACLS	2012-11-23	25,018	108,133	0.329333	0.559709	0.430095	0.010196
ACLS	2012-11-30	44,140	159,455	0.370982	0.657011	0.310211	0.032778
ACLS	2012-12-07	332,234	909,543	0.455366	0.389054	0.56615	0.044796
ACLS	2012-12-14	168,916	496,835	0.421957	0.455561	0.489045	0.055394
ACLS	2012-12-21	366,428	1,178,230	0.374789	0.398449	0.50608	0.095471
ACLS	2012-12-28	266,786	741,390	0.350111	0.524922	0.464139	0.010939
ACLS	2013-01-04	459,693	1,356,060	0.430817	0.486316	0.370556	0.143128
ACLS	2013-01-11	199,842	512,291	0.416226	0.521765	0.353536	0.124699
ACLS	2013-01-18	140,937	350,007	0.364815	0.666807	0.312963	0.02023
ACLS	2013-01-25	200,514	483,333	0.403971	0.666145	0.302298	0.031557
ACLS	2013-02-01	186,505	602,622	0.351106	0.426288	0.527845	0.045867
ACLS	2013-02-08	171,026	366,952	0.480935	0.397478	0.524517	0.078005
ACLS	2013-02-15	113,027	389,204	0.417947	0.448949	0.459457	0.091594
ACLS	2013-02-22	80,449	262,034	0.333044	0.303926	0.60246	0.093614
ACLS	2013-03-01	237,060	455,441	0.535766	0.477929	0.444733	0.077338
ACLS	2013-03-08	110,582	357,026	0.392972	0.237171	0.607787	0.155042
ACLS	2013-03-15	254,975	775,333	0.386403	0.341215	0.562553	0.096232
ACLS	2013-03-22	152,251	941,954	0.258765	0.259323	0.587142	0.153535
ACLS	2013-03-29	293,053	778,482	0.347164	0.271687	0.642091	0.086222
ACLS	2013-04-05	419,349	1,001,300	0.528566	0.669814	0.281102	0.049085
ACLS	2013-04-12	973,354	3,029,008	0.395641	0.67412	0.288414	0.037466
ACLS	2013-04-19	460,905	1,211,480	0.471559	0.547866	0.376653	0.075481
ACLS	2013-04-26	636,312	1,256,168	0.483238	0.732098	0.168603	0.099299
ACLS	2013-05-03	1,657,196	3,768,133	0.52617	0.559268	0.378084	0.062649
ACLS	2013-05-10	212,957	912,458	0.312439	0.550692	0.395269	0.054038
ACLS	2013-05-17	1,052,335	2,866,404	0.462068	0.701854	0.254228	0.043918
ACLS	2013-05-24	1,385,366	3,183,753	0.477874	0.790268	0.191232	0.0185
ACLS	2013-05-31	717,057	2,019,277	0.401035	0.682785	0.29247	0.024745
ACLS	2013-06-07	1,082,468	3,819,089	0.427976	0.650637	0.306512	0.042851
ACLS	2013-06-14	609,032	1,994,455	0.370747	0.700554	0.262546	0.0369

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