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
AAT	2012-06-08	206,138	578,387	0.349063	0.161618	0.817593	0.02079
AAT	2012-06-15	219,611	625,117	0.311809	0.039904	0.944536	0.01556
AAT	2012-06-22	240,731	721,648	0.3765	0.041431	0.940166	0.018403
AAT	2012-06-29	196,590	483,833	0.448904	0.05386	0.92584	0.0203
AAT	2012-07-06	101,895	233,684	0.519618	0.038434	0.893331	0.068236
AAT	2012-07-13	133,385	373,812	0.400497	0.025365	0.879583	0.095052
AAT	2012-07-20	150,316	351,027	0.400118	0.079772	0.896166	0.024062
AAT	2012-07-27	199,699	561,054	0.408325	0.066093	0.9087	0.025208
AAT	2012-08-03	286,289	625,083	0.482847	0.114374	0.868981	0.016644
AAT	2012-08-10	176,479	395,013	0.380511	0.094185	0.893362	0.012453
AAT	2012-08-17	168,757	443,123	0.401424	0.124454	0.869825	0.005721
AAT	2012-08-24	174,258	393,361	0.426173	0.142222	0.853874	0.003903
AAT	2012-08-31	138,901	283,486	0.563358	0.05603	0.916298	0.027672
AAT	2012-09-07	137,161	375,719	0.330343	0.044423	0.921501	0.034076
AAT	2012-09-14	260,639	630,213	0.404354	0.097692	0.847174	0.055135
AAT	2012-09-21	182,630	531,282	0.37009	0.074126	0.907515	0.018358
AAT	2012-09-28	334,178	686,029	0.350208	0.079992	0.855115	0.064893
AAT	2012-10-05	166,653	442,151	0.358882	0.098338	0.896088	0.005574
AAT	2012-10-12	160,728	330,056	0.534026	0.038999	0.867418	0.093584
AAT	2012-10-19	189,077	370,050	0.547974	0.043689	0.950288	0.006024
AAT	2012-10-26	112,306	293,067	0.402313	0.061254	0.919279	0.019467
AAT	2012-11-02	139,705	313,570	0.397253	0.07976	0.916588	0.003652
AAT	2012-11-09	123,455	274,306	0.438892	0.07161	0.911685	0.016705
AAT	2012-11-16	119,944	289,469	0.39472	0.165211	0.821484	0.013305
AAT	2012-11-23	128,894	215,777	0.646854	0.185695	0.792868	0.021437
AAT	2012-11-30	209,569	539,081	0.512466	0.15453	0.824562	0.020908
AAT	2012-12-07	106,630	366,812	0.276399	0.178361	0.812378	0.009261
AAT	2012-12-14	73,065	320,651	0.220045	0.114849	0.882112	0.003038
AAT	2012-12-21	240,430	653,138	0.394244	0.106218	0.831606	0.062176
AAT	2012-12-28	38,008	108,476	0.394562	0.063466	0.924326	0.012209
AAT	2013-01-04	127,969	372,187	0.378189	0.112279	0.842007	0.045715
AAT	2013-01-11	89,870	292,131	0.299505	0.13078	0.816907	0.052313
AAT	2013-01-18	103,789	348,894	0.351689	0.068478	0.913494	0.018029
AAT	2013-01-25	109,388	383,776	0.262254	0.052152	0.940472	0.007376
AAT	2013-02-01	192,881	569,961	0.324903	0.061677	0.923769	0.014554
AAT	2013-02-08	147,319	504,578	0.389248	0.086574	0.876942	0.036484
AAT	2013-02-15	116,004	270,611	0.284122	0.031565	0.957686	0.01075
AAT	2013-02-22	187,219	441,322	0.425608	0.061339	0.92107	0.017591
AAT	2013-03-01	165,830	441,011	0.432184	0.11319	0.856336	0.030474
AAT	2013-03-08	144,398	378,962	0.427815	0.053811	0.907247	0.038941
AAT	2013-03-15	319,112	679,360	0.479743	0.064182	0.908452	0.027366
AAT	2013-03-22	139,884	304,964	0.485635	0.087319	0.878498	0.034183
AAT	2013-03-29	157,124	350,614	0.447806	0.118826	0.852061	0.029114
AAT	2013-04-05	329,031	674,439	0.441367	0.089212	0.890582	0.020205
AAT	2013-04-12	240,127	529,023	0.444307	0.070266	0.89598	0.033754
AAT	2013-04-19	272,797	518,759	0.55345	0.1385	0.820228	0.041272
AAT	2013-04-26	130,899	350,840	0.40643	0.130048	0.815501	0.054451
AAT	2013-05-03	445,136	957,733	0.501522	0.367969	0.61237	0.019661
AAT	2013-05-10	387,436	1,152,741	0.462155	0.496841	0.472232	0.030926
AAT	2013-05-17	416,057	769,294	0.672448	0.263609	0.690079	0.046312
AAT	2013-05-24	301,336	703,371	0.505776	0.316915	0.62076	0.062324
AAT	2013-05-31	232,794	594,914	0.440101	0.322661	0.648518	0.02882
AAT	2013-06-07	460,516	1,120,237	0.396848	0.249338	0.727285	0.023377
AAT	2013-06-14	214,181	574,551	0.359672	0.240486	0.735105	0.024409
AAT	2013-06-21	267,208	630,340	0.434995	0.230273	0.756414	0.013313
AAT	2013-06-28	374,986	768,500	0.48496	0.233179	0.697722	0.069099
AAT	2013-07-05	278,792	856,877	0.41399	0.340316	0.634563	0.025122
AAT	2013-07-12	251,529	588,429	0.406862	0.367495	0.605298	0.027207
AAT	2013-07-19	335,911	705,491	0.505568	0.411596	0.560413	0.027991
AAT	2013-07-26	150,577	304,603	0.505001	0.352464	0.618897	0.028639
AAT	2013-08-02	188,093	473,941	0.344692	0.269936	0.701592	0.028472
AAT	2013-08-09	218,254	421,997	0.506639	0.314078	0.672554	0.013368
AAT	2013-08-16	323,592	952,549	0.582854	0.371984	0.604991	0.023025
AAT	2013-08-23	436,556	1,189,834	0.509712	0.42382	0.518773	0.057407
AAT	2013-08-30	441,820	1,115,019	0.495402	0.406648	0.580954	0.012398
AAT	2013-09-06	185,287	370,642	0.484868	0.419532	0.57312	0.007348
AAT	2013-09-13	217,576	439,243	0.435184	0.275378	0.71779	0.006832
AAT	2013-09-20	275,741	505,616	0.48342	0.252201	0.73867	0.009129
AAT	2013-09-27	213,485	471,286	0.436766	0.375795	0.614927	0.009278
AAT	2013-10-04	972,855	1,855,168	0.530031	0.365641	0.622968	0.011391
AAT	2013-10-11	1,765,139	3,645,284	0.553038	0.268377	0.726052	0.005571
AAT	2013-10-18	336,448	729,188	0.556931	0.286432	0.70802	0.005548
AAT	2013-10-25	370,447	664,932	0.568075	0.358679	0.632661	0.00866
AAT	2013-11-01	386,749	1,112,610	0.393902	0.272678	0.686683	0.040639
AAT	2013-11-08	413,771	703,159	0.614782	0.308115	0.674326	0.017559
AAT	2013-11-15	168,282	470,699	0.434767	0.229999	0.757265	0.012737
AAT	2013-11-22	170,982	516,279	0.434712	0.307016	0.681789	0.011195
AAT	2013-11-29	126,835	458,906	0.335158	0.217457	0.775073	0.007469
AAT	2013-12-06	203,171	554,018	0.350368	0.327535	0.662724	0.009741
AAT	2013-12-13	314,337	736,062	0.409265	0.399077	0.590295	0.010627
AAT	2013-12-20	179,715	1,151,740	0.266689	0.189174	0.804603	0.006222
AAT	2013-12-27	102,822	484,032	0.261646	0.39003	0.602905	0.007065
AAT	2014-01-03	211,577	496,127	0.424826	0.239656	0.751044	0.0093
AAT	2014-01-10	205,159	425,977	0.53433	0.298825	0.67986	0.021315
AAT	2014-01-17	142,048	299,964	0.433962	0.248048	0.735274	0.016678
AAT	2014-01-24	133,409	303,906	0.346441	0.244531	0.746001	0.009468
AAT	2014-01-31	332,134	659,401	0.45529	0.302472	0.692941	0.004587
AAT	2014-02-07	388,885	1,040,595	0.409744	0.268358	0.721806	0.009836
AAT	2014-02-14	239,473	710,248	0.512196	0.240661	0.747593	0.011746
AAT	2014-02-21	238,742	649,203	0.417022	0.368986	0.626125	0.004889
AAT	2014-02-28	245,965	2,024,483	0.370443	0.300672	0.641777	0.05755
AAT	2014-03-07	301,028	545,467	0.47828	0.299675	0.686032	0.014293
AAT	2014-03-14	202,374	467,953	0.416528	0.359493	0.625285	0.015222
AAT	2014-03-21	431,523	621,761	0.569795	0.366644	0.622819	0.010537
AAT	2014-03-28	318,300	522,014	0.603656	0.253126	0.732316	0.014558
AAT	2014-04-04	313,993	503,374	0.606195	0.247843	0.74137	0.010787
AAT	2014-04-11	301,884	600,813	0.513778	0.213281	0.776783	0.009936
AAT	2014-04-18	177,578	405,846	0.412151	0.250293	0.738556	0.011152
AAT	2014-04-25	286,099	545,296	0.472937	0.312027	0.679942	0.008031
AAT	2014-05-02	392,420	632,644	0.62729	0.250355	0.743424	0.00622

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