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
ACAD	2012-10-19	957,236	2,184,210	0.486591	0.576957	0.376614	0.046429
ACAD	2012-10-26	821,836	1,632,801	0.498999	0.555431	0.398289	0.04628
ACAD	2012-11-02	343,387	868,113	0.474687	0.378013	0.527841	0.094146
ACAD	2012-11-09	2,979,111	5,555,498	0.534723	0.324654	0.65566	0.019686
ACAD	2012-11-16	1,315,776	2,689,954	0.475596	0.379451	0.600346	0.020203
ACAD	2012-11-23	1,316,996	2,667,846	0.506093	0.445619	0.513417	0.040964
ACAD	2012-11-30	12,608,830	33,033,913	0.399971	0.390445	0.58049	0.029066
ACAD	2012-12-07	3,857,018	7,474,502	0.536846	0.379176	0.597145	0.023679
ACAD	2012-12-14	4,477,926	9,792,147	0.479085	0.345962	0.611178	0.04286
ACAD	2012-12-21	1,930,543	3,491,906	0.543337	0.420921	0.438231	0.140847
ACAD	2012-12-28	915,795	1,617,453	0.588135	0.419154	0.495013	0.085833
ACAD	2013-01-04	1,182,142	2,262,469	0.566765	0.370606	0.459427	0.169966
ACAD	2013-01-11	1,337,096	2,258,577	0.582018	0.326569	0.529183	0.144248
ACAD	2013-01-18	3,089,760	6,448,262	0.506994	0.340039	0.621507	0.038455
ACAD	2013-01-25	3,417,292	5,804,872	0.623166	0.41232	0.539691	0.047989
ACAD	2013-02-01	4,737,160	7,849,417	0.591201	0.362915	0.571325	0.06576
ACAD	2013-02-08	1,943,825	3,198,684	0.594802	0.352462	0.581837	0.0657
ACAD	2013-02-15	1,600,972	2,461,720	0.67378	0.330813	0.582133	0.087054
ACAD	2013-02-22	1,203,726	1,687,982	0.643968	0.483168	0.457195	0.059637
ACAD	2013-03-01	1,395,612	2,837,263	0.552083	0.45018	0.474012	0.075807
ACAD	2013-03-08	871,047	2,197,493	0.449103	0.472102	0.415016	0.112882
ACAD	2013-03-15	1,155,551	1,930,599	0.572056	0.421166	0.483594	0.09524
ACAD	2013-03-22	5,660,171	11,523,972	0.536134	0.447637	0.486626	0.065737
ACAD	2013-03-29	3,522,767	6,013,115	0.594815	0.458832	0.490016	0.051152
ACAD	2013-04-05	2,971,120	5,900,468	0.561727	0.652168	0.307653	0.040178
ACAD	2013-04-12	21,230,819	45,646,115	0.598901	0.722692	0.239254	0.038054
ACAD	2013-04-19	6,056,016	11,396,206	0.573079	0.660845	0.301432	0.037723
ACAD	2013-04-26	12,616,036	22,178,712	0.621277	0.639886	0.27435	0.085764
ACAD	2013-05-03	5,825,020	12,079,957	0.510316	0.70502	0.260737	0.034243
ACAD	2013-05-10	4,103,592	7,795,826	0.56011	0.705774	0.26677	0.027456
ACAD	2013-05-17	6,974,440	14,682,112	0.527612	0.761255	0.198055	0.04069
ACAD	2013-05-24	7,214,340	13,466,336	0.609177	0.816318	0.149584	0.034098
ACAD	2013-05-31	2,992,274	5,821,277	0.55108	0.792815	0.164062	0.043123
ACAD	2013-06-07	8,485,829	15,667,506	0.594865	0.788169	0.168279	0.043552
ACAD	2013-06-14	13,291,715	24,696,430	0.596162	0.742699	0.214612	0.042689
ACAD	2013-06-21	4,804,544	11,336,002	0.484506	0.676092	0.266169	0.057739
ACAD	2013-06-28	6,063,261	13,052,444	0.544821	0.599565	0.238399	0.162035
ACAD	2013-07-05	2,713,687	4,772,762	0.634633	0.68416	0.253687	0.062153
ACAD	2013-07-12	3,679,129	7,446,225	0.572973	0.705771	0.243836	0.050393
ACAD	2013-07-19	5,677,325	11,618,785	0.55159	0.716902	0.248826	0.034273
ACAD	2013-07-26	2,869,011	6,637,629	0.522931	0.628524	0.306292	0.065183
ACAD	2013-08-02	3,665,441	7,386,871	0.554073	0.722377	0.243008	0.034616
ACAD	2013-08-09	5,571,670	9,927,091	0.67457	0.657128	0.293844	0.049028
ACAD	2013-08-16	3,322,516	5,301,905	0.686391	0.618931	0.349106	0.031963
ACAD	2013-08-23	1,922,140	4,295,438	0.518006	0.547763	0.305877	0.146359
ACAD	2013-08-30	2,457,947	5,234,479	0.5986	0.693614	0.253324	0.053062
ACAD	2013-09-06	1,805,774	4,155,974	0.543263	0.665328	0.306412	0.02826
ACAD	2013-09-13	2,941,518	6,867,718	0.538435	0.688565	0.273696	0.037738
ACAD	2013-09-20	3,412,722	7,022,860	0.547635	0.73999	0.232625	0.027385
ACAD	2013-09-27	3,365,533	6,301,911	0.621047	0.716792	0.250359	0.032848
ACAD	2013-10-04	4,985,123	9,504,383	0.593818	0.676548	0.293611	0.029842
ACAD	2013-10-11	8,012,097	27,286,405	0.399232	0.728337	0.230088	0.041575
ACAD	2013-10-18	8,483,266	14,530,219	0.648894	0.75259	0.216882	0.030529
ACAD	2013-10-25	5,469,032	10,908,155	0.551736	0.689725	0.283045	0.02723
ACAD	2013-11-01	3,407,834	5,927,671	0.654472	0.696319	0.260634	0.043046
ACAD	2013-11-08	3,413,982	7,525,879	0.54362	0.688099	0.272529	0.039372
ACAD	2013-11-15	2,573,679	4,420,074	0.667366	0.658379	0.309133	0.032488
ACAD	2013-11-22	2,631,100	5,025,027	0.604156	0.672551	0.290046	0.037403
ACAD	2013-11-29	1,242,696	2,594,282	0.562164	0.636866	0.328191	0.034943
ACAD	2013-12-06	2,953,368	5,382,451	0.61364	0.69897	0.258848	0.042182
ACAD	2013-12-13	2,153,780	3,801,847	0.61784	0.640391	0.322713	0.036897
ACAD	2013-12-20	1,644,456	2,934,705	0.664026	0.648462	0.311264	0.040274
ACAD	2013-12-27	1,595,738	3,224,899	0.547465	0.767773	0.199338	0.032889
ACAD	2014-01-03	1,574,271	2,643,416	0.65433	0.69332	0.259629	0.047051
ACAD	2014-01-10	2,058,371	4,604,098	0.546871	0.635453	0.315976	0.048571
ACAD	2014-01-17	1,760,573	3,555,523	0.555002	0.628411	0.323116	0.048474
ACAD	2014-01-24	1,167,740	2,414,935	0.538012	0.698716	0.273354	0.02793
ACAD	2014-01-31	2,651,274	4,777,019	0.605211	0.747727	0.210589	0.041683
ACAD	2014-02-07	3,093,173	4,835,750	0.694526	0.664958	0.290932	0.04411
ACAD	2014-02-14	2,002,192	4,085,115	0.550477	0.557744	0.397741	0.044515
ACAD	2014-02-21	2,387,392	6,544,491	0.472862	0.6147	0.321679	0.063621
ACAD	2014-02-28	4,776,836	11,442,172	0.500132	0.619092	0.23052	0.150387
ACAD	2014-03-07	4,116,242	10,727,585	0.456305	0.650118	0.309528	0.040354
ACAD	2014-03-14	3,379,168	6,489,541	0.579987	0.703606	0.250514	0.04588
ACAD	2014-03-21	2,914,477	5,605,813	0.587096	0.664593	0.297512	0.037895
ACAD	2014-03-28	4,027,688	7,521,009	0.600455	0.67056	0.269036	0.060403
ACAD	2014-04-04	4,354,063	7,486,397	0.643188	0.646016	0.310385	0.043599
ACAD	2014-04-11	4,034,155	7,722,536	0.611293	0.708662	0.253118	0.038221
ACAD	2014-04-18	4,582,268	10,192,721	0.540228	0.697289	0.268455	0.034255
ACAD	2014-04-25	4,769,381	7,515,398	0.710086	0.687031	0.270403	0.042566
ACAD	2014-05-02	3,530,504	4,763,284	0.806274	0.653782	0.304676	0.041541
ACAD	2014-05-09	4,073,805	7,323,351	0.580792	0.560487	0.291313	0.148199
ACAD	2014-05-16	3,278,735	5,092,917	0.684805	0.612945	0.244811	0.142244
ACAD	2014-05-23	1,683,832	3,151,888	0.616044	0.670761	0.293313	0.035927
ACAD	2014-05-30	1,745,369	2,665,603	0.691456	0.710062	0.264234	0.025704
ACAD	2014-06-06	1,909,843	3,325,328	0.630253	0.692277	0.273039	0.034685
ACAD	2014-06-13	1,929,713	3,470,301	0.600734	0.721632	0.251435	0.026933
ACAD	2014-06-20	1,774,475	3,058,771	0.663532	0.716203	0.252018	0.031779
ACAD	2014-06-27	1,816,179	3,244,379	0.619069	0.67787	0.289999	0.032131
ACAD	2014-07-04	1,074,435	2,202,244	0.570289	0.647689	0.249633	0.102678
ACAD	2014-07-11	2,592,096	4,651,699	0.657668	0.703848	0.248239	0.047913
ACAD	2014-07-18	2,378,732	4,272,605	0.642878	0.672707	0.232456	0.094836
ACAD	2014-07-25	1,224,014	2,855,820	0.556927	0.736151	0.222723	0.041125
ACAD	2014-08-01	1,453,968	2,328,983	0.676629	0.714654	0.237541	0.047805
ACAD	2014-08-08	1,973,717	3,246,827	0.647474	0.683568	0.262129	0.054303
ACAD	2014-08-15	1,544,604	2,585,902	0.633279	0.704913	0.253737	0.04135
ACAD	2014-08-22	1,200,764	2,184,543	0.597967	0.682717	0.266792	0.050491
ACAD	2014-08-29	1,299,570	2,370,360	0.631664	0.710145	0.258165	0.031691
ACAD	2014-09-05	3,596,526	7,927,526	0.543122	0.761603	0.213352	0.025045
ACAD	2014-09-12	2,698,052	6,821,803	0.524614	0.679565	0.236304	0.084131

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