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	2014-05-09	415,285	720,099	0.630299	0.316045	0.598421	0.085533
AAT	2014-05-16	651,107	993,064	0.640834	0.317531	0.596275	0.086194
AAT	2014-05-23	284,379	492,756	0.549187	0.286398	0.706978	0.006624
AAT	2014-05-30	284,242	845,000	0.443951	0.304813	0.674656	0.020531
AAT	2014-06-06	276,796	777,462	0.348167	0.211553	0.771034	0.017412
AAT	2014-06-13	235,175	551,951	0.513118	0.33283	0.659877	0.007293
AAT	2014-06-20	428,750	872,099	0.48434	0.2426	0.748036	0.009363
AAT	2014-06-27	333,973	567,480	0.580326	0.198065	0.785646	0.01629
AAT	2014-07-04	199,619	419,591	0.462188	0.275276	0.664155	0.060569
AAT	2014-07-11	221,289	490,713	0.449479	0.297733	0.690597	0.01167
AAT	2014-07-18	339,796	829,728	0.513027	0.330478	0.63451	0.035012
AAT	2014-07-25	345,023	555,920	0.600021	0.398202	0.579387	0.022411
AAT	2014-08-01	292,521	676,999	0.41245	0.349346	0.642626	0.008029
AAT	2014-08-08	296,257	768,318	0.410987	0.245934	0.743347	0.010719
AAT	2014-08-15	229,707	619,938	0.413671	0.248164	0.740663	0.011173
AAT	2014-08-22	164,778	504,828	0.375868	0.287192	0.693629	0.019179
AAT	2014-08-29	271,423	486,972	0.582307	0.386282	0.601276	0.012443
AAT	2014-09-05	123,640	459,221	0.467313	0.317543	0.667029	0.015428
AAT	2014-09-12	245,950	479,369	0.520701	0.295008	0.67042	0.034573
AAT	2014-09-19	298,660	688,185	0.448384	0.17847	0.797933	0.023597
AAT	2014-09-26	373,698	853,542	0.529352	0.277247	0.710742	0.012011
AAT	2014-10-03	404,978	843,089	0.520721	0.286668	0.706115	0.007218
AAT	2014-10-10	277,470	391,748	0.705403	0.300698	0.692508	0.006794
AAT	2014-10-17	323,765	687,662	0.496395	0.21268	0.781861	0.005459
AAT	2014-10-24	271,188	535,744	0.546907	0.220917	0.771954	0.007129
AAT	2014-10-31	337,724	698,773	0.504958	0.333881	0.620034	0.046085
AAT	2014-11-07	204,096	710,503	0.32451	0.318131	0.670944	0.010925
AAT	2014-11-14	300,141	690,941	0.420871	0.325841	0.663327	0.010832
AAT	2014-11-21	215,551	448,734	0.488038	0.347254	0.639204	0.013542
AAT	2014-11-28	137,676	488,475	0.318107	0.355651	0.625977	0.018372
AAT	2014-12-05	227,281	673,003	0.354956	0.303151	0.680822	0.016028
AAT	2014-12-12	204,358	428,972	0.443827	0.233389	0.753268	0.013342
AAT	2014-12-19	298,373	848,815	0.379592	0.216879	0.770269	0.012853
AAT	2014-12-26	123,627	359,217	0.366904	0.26578	0.658414	0.075806
AAT	2015-01-02	116,000	249,924	0.474638	0.260512	0.730166	0.009322
AAT	2015-01-09	275,837	671,196	0.403438	0.283632	0.678707	0.037661
AAT	2015-01-16	303,967	600,870	0.554322	0.294126	0.659761	0.046113
AAT	2015-01-23	130,180	335,356	0.406243	0.225901	0.757442	0.016657
AAT	2015-01-30	312,032	708,657	0.562848	0.329216	0.63961	0.031175
AAT	2015-02-06	287,851	669,161	0.468521	0.306062	0.67358	0.020358
AAT	2015-02-13	150,458	443,951	0.368229	0.28026	0.705355	0.014384
AAT	2015-02-20	171,423	288,180	0.676141	0.307151	0.684124	0.008724
AAT	2015-02-27	309,487	896,339	0.421227	0.259575	0.730296	0.010129
AAT	2015-03-06	288,468	589,097	0.481933	0.431502	0.470481	0.098017
AAT	2015-03-13	322,760	643,768	0.534072	0.320064	0.590883	0.089053
AAT	2015-03-20	243,778	804,133	0.430228	0.234578	0.753781	0.011641
AAT	2015-03-27	236,485	456,415	0.495989	0.342317	0.651811	0.005872
AAT	2015-04-03	115,853	326,628	0.360776	0.252583	0.729208	0.01821
AAT	2015-04-10	250,499	604,612	0.436678	0.374213	0.612532	0.013255
AAT	2015-04-17	167,465	397,933	0.401666	0.256898	0.738029	0.005073
AAT	2015-04-24	200,008	862,870	0.285386	0.359215	0.586757	0.054028
AAT	2015-05-01	340,830	513,762	0.717095	0.316294	0.63611	0.047596
AAT	2015-05-08	369,611	1,051,142	0.600912	0.320193	0.668326	0.011481
AAT	2015-05-15	345,832	578,790	0.58478	0.367713	0.61425	0.018037
AAT	2015-05-22	336,121	608,689	0.653671	0.377903	0.600064	0.022033
AAT	2015-05-29	276,875	822,286	0.555067	0.283093	0.694443	0.022464
AAT	2015-06-05	335,415	645,996	0.517124	0.382365	0.594479	0.023157
AAT	2015-06-12	390,452	695,301	0.547964	0.406239	0.537797	0.055964
AAT	2015-06-19	799,060	1,700,817	0.47657	0.46502	0.515932	0.019048
AAT	2015-06-26	708,250	1,348,531	0.491911	0.457113	0.519814	0.023073
AAT	2015-07-03	339,915	1,043,630	0.423224	0.422408	0.557528	0.020064
AAT	2015-07-10	345,860	701,794	0.518372	0.279552	0.676362	0.044086
AAT	2015-07-17	178,222	321,739	0.55571	0.255661	0.724834	0.019505
AAT	2015-07-24	271,889	597,265	0.506565	0.339391	0.638389	0.02222
AAT	2015-07-31	249,897	1,020,828	0.475437	0.237039	0.731002	0.031959
AAT	2015-08-07	423,189	1,026,297	0.459312	0.323723	0.650259	0.026017
AAT	2015-08-14	387,865	713,624	0.502639	0.469739	0.506457	0.023804
AAT	2015-08-21	287,052	637,228	0.496861	0.404807	0.551964	0.043229
AAT	2015-08-28	458,978	861,529	0.513458	0.326132	0.614267	0.059601
AAT	2015-09-04	342,239	630,529	0.605535	0.363015	0.581768	0.055218
AAT	2015-09-11	233,048	384,268	0.592866	0.354038	0.623042	0.02292
AAT	2015-09-18	373,127	804,988	0.495492	0.279654	0.700705	0.019641
AAT	2015-09-25	296,281	1,008,655	0.422455	0.350984	0.623091	0.025925
AAT	2015-10-02	702,217	1,205,672	0.535853	0.377209	0.547132	0.075658
AAT	2015-10-09	277,004	909,506	0.39858	0.30223	0.660861	0.036909
AAT	2015-10-16	222,389	737,828	0.352016	0.24141	0.724649	0.03394
AAT	2015-10-23	227,518	659,750	0.380809	0.364381	0.598697	0.036922
AAT	2015-10-30	181,479	647,706	0.336034	0.266764	0.707028	0.026208
AAT	2015-11-06	601,825	1,217,407	0.520583	0.482348	0.465601	0.052051
AAT	2015-11-13	195,183	648,108	0.37246	0.360372	0.564752	0.074877
AAT	2015-11-20	161,373	594,679	0.295044	0.341981	0.628941	0.029077
AAT	2015-11-27	83,029	318,262	0.285832	0.248111	0.732707	0.019182
AAT	2015-12-04	301,434	826,400	0.398864	0.330949	0.620267	0.048784
AAT	2015-12-11	198,677	477,676	0.429388	0.428611	0.537085	0.034304
AAT	2015-12-18	334,476	1,011,894	0.435109	0.352672	0.615774	0.031554
AAT	2015-12-25	220,773	737,650	0.439671	0.429193	0.546983	0.023825
AAT	2016-01-01	314,742	490,803	0.513723	0.36807	0.58608	0.04585
AAT	2016-01-08	463,817	916,760	0.529137	0.434496	0.477885	0.087619
AAT	2016-01-15	374,741	813,750	0.479276	0.406117	0.572153	0.02173
AAT	2016-01-22	269,628	674,955	0.425967	0.293115	0.646224	0.060661
AAT	2016-01-29	342,897	1,102,206	0.440669	0.319904	0.654167	0.025929
AAT	2016-02-05	314,193	923,810	0.396875	0.333987	0.651697	0.014316
AAT	2016-02-12	235,394	782,838	0.345998	0.277093	0.706569	0.016338
AAT	2016-02-19	293,104	787,910	0.415529	0.291086	0.697032	0.011882
AAT	2016-02-26	277,281	834,074	0.373979	0.372054	0.60875	0.019196
AAT	2016-03-04	205,016	699,820	0.278047	0.256179	0.725803	0.018019
AAT	2016-03-11	202,923	532,148	0.392068	0.385297	0.585577	0.029126
AAT	2016-03-18	310,639	673,674	0.497551	0.39396	0.551558	0.054482
AAT	2016-03-25	160,254	438,912	0.406801	0.444636	0.475827	0.079537
AAT	2016-04-01	211,701	636,449	0.381529	0.410644	0.477543	0.111813

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