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	2016-04-08	235,278	641,730	0.383027	0.419833	0.506878	0.073289
AAT	2016-04-15	183,897	755,335	0.295835	0.342314	0.615983	0.041703
AAT	2016-04-22	161,235	807,433	0.323148	0.289919	0.678166	0.031914
AAT	2016-04-29	333,877	1,401,672	0.307271	0.427237	0.557388	0.015375
AAT	2016-05-06	289,234	793,979	0.435004	0.381389	0.555767	0.062845
AAT	2016-05-13	127,906	336,753	0.400215	0.370911	0.588016	0.041074
AAT	2016-05-20	203,072	708,247	0.292492	0.379898	0.593153	0.026949
AAT	2016-05-27	122,255	359,949	0.353684	0.297244	0.677535	0.025221
AAT	2016-06-03	202,281	501,494	0.421783	0.354705	0.587768	0.057527
AAT	2016-06-10	178,653	609,756	0.355966	0.248364	0.709535	0.042101
AAT	2016-06-17	206,775	629,457	0.393041	0.222165	0.661972	0.115863
AAT	2016-06-24	292,107	730,722	0.386619	0.28295	0.680789	0.036262
AAT	2016-07-01	256,859	537,382	0.456393	0.327755	0.610459	0.061785
AAT	2016-07-08	232,068	804,799	0.341033	0.351736	0.63694	0.011324
AAT	2016-07-15	341,621	1,008,889	0.358456	0.283696	0.699584	0.016721
AAT	2016-07-22	188,026	686,306	0.235683	0.303489	0.682997	0.013514
AAT	2016-07-29	360,993	766,250	0.422785	0.436841	0.55125	0.011909
AAT	2016-08-05	341,069	791,334	0.460677	0.423709	0.518013	0.058278
AAT	2016-08-12	434,297	798,886	0.541622	0.464008	0.470847	0.065145
AAT	2016-08-19	319,786	666,400	0.513847	0.292178	0.67364	0.034182
AAT	2016-08-26	231,302	395,376	0.592255	0.381719	0.587765	0.030516
AAT	2016-09-02	388,028	636,689	0.667596	0.354655	0.614391	0.030954
AAT	2016-09-09	320,636	494,321	0.613476	0.343677	0.630429	0.025894
AAT	2016-09-16	461,368	732,749	0.591438	0.335816	0.634489	0.029695
AAT	2016-09-23	283,578	475,467	0.604306	0.351372	0.630107	0.018521
AAT	2016-09-30	303,752	605,460	0.566155	0.318493	0.658296	0.023211
AAT	2016-10-07	421,413	815,108	0.533978	0.464719	0.510873	0.024408
AAT	2016-10-14	257,910	636,908	0.42251	0.379379	0.587094	0.033527
AAT	2016-10-21	213,373	645,117	0.367694	0.486728	0.488643	0.024629
AAT	2016-10-28	198,020	736,196	0.368449	0.412891	0.562582	0.024527
AAT	2016-11-04	753,266	1,169,653	0.627665	0.344718	0.629141	0.026141
AAT	2016-11-11	655,454	1,208,925	0.615153	0.39425	0.578549	0.027202
AAT	2016-11-18	434,817	972,719	0.432886	0.388465	0.574795	0.03674
AAT	2016-11-25	125,651	492,920	0.336527	0.303318	0.670697	0.025984
AAT	2016-12-02	257,669	912,905	0.357837	0.418021	0.517214	0.064764
AAT	2016-12-09	454,016	1,072,428	0.418756	0.373694	0.593034	0.033271
AAT	2016-12-16	624,937	1,358,355	0.491722	0.443808	0.530972	0.02522
AAT	2016-12-23	443,415	802,860	0.609029	0.432614	0.529621	0.037765
AAT	2016-12-30	538,322	736,733	0.691905	0.524879	0.446051	0.02907
AAT	2017-01-06	311,633	952,749	0.501101	0.465027	0.510629	0.024344
AAT	2017-01-13	215,528	406,574	0.598896	0.367366	0.598927	0.033707
AAT	2017-01-20	220,109	443,747	0.533719	0.425823	0.556033	0.018144
AAT	2017-01-27	218,199	428,714	0.513349	0.358325	0.605601	0.036074
AAT	2017-02-03	388,727	927,136	0.53434	0.45532	0.510406	0.034274
AAT	2017-02-10	249,906	463,273	0.55878	0.432409	0.469424	0.098167
AAT	2017-02-17	320,665	612,690	0.522309	0.401103	0.558981	0.039916
AAT	2017-02-24	392,271	642,725	0.613084	0.398614	0.581882	0.019504
AAT	2017-03-03	472,330	794,677	0.639062	0.528368	0.453658	0.017974
AAT	2017-03-10	445,778	849,051	0.607738	0.469426	0.511556	0.019018
AAT	2017-03-17	858,461	2,075,461	0.548664	0.409935	0.54991	0.040154
AAT	2017-03-24	378,271	1,175,448	0.461114	0.350366	0.627793	0.021841
AAT	2017-03-31	421,872	1,197,787	0.425719	0.355035	0.620618	0.024348
AAT	2017-04-07	377,259	856,951	0.584403	0.455671	0.505837	0.038492
AAT	2017-04-14	776,524	1,241,536	0.694207	0.62113	0.358556	0.020314
AAT	2017-04-21	416,057	839,218	0.592403	0.446655	0.53422	0.019124
AAT	2017-04-28	552,395	1,010,007	0.590974	0.468694	0.511114	0.020192
AAT	2017-05-05	516,237	1,021,736	0.551545	0.386444	0.589692	0.023865
AAT	2017-05-12	631,089	1,166,530	0.621555	0.325827	0.646286	0.027887
AAT	2017-05-19	445,868	944,714	0.571382	0.302124	0.6761	0.021776
AAT	2017-05-26	511,634	952,822	0.5495	0.368857	0.555231	0.075912
AAT	2017-06-02	337,550	594,644	0.618169	0.26522	0.710972	0.023807
AAT	2017-06-09	341,489	829,080	0.519352	0.369927	0.611437	0.018636
AAT	2017-06-16	429,671	1,111,282	0.44589	0.33022	0.648581	0.021198
AAT	2017-06-23	413,070	874,149	0.504676	0.272506	0.708302	0.019193
AAT	2017-06-30	404,154	756,241	0.600679	0.414434	0.564442	0.021124
AAT	2017-07-07	356,561	571,548	0.672744	0.523948	0.460897	0.015155
AAT	2017-07-14	340,394	605,645	0.558173	0.354507	0.628268	0.017225
AAT	2017-07-21	287,952	614,324	0.501767	0.363178	0.612877	0.023945
AAT	2017-07-28	427,113	689,924	0.611567	0.413956	0.576341	0.009703
AAT	2017-08-04	387,427	701,871	0.560103	0.381186	0.600806	0.018008
AAT	2017-08-11	431,357	954,560	0.503161	0.42262	0.561375	0.016005
AAT	2017-08-18	421,842	815,061	0.481776	0.416909	0.574358	0.008734
AAT	2017-08-25	427,368	851,419	0.522112	0.488623	0.49866	0.012717
AAT	2017-09-01	319,297	697,904	0.468039	0.430845	0.552278	0.016876
AAT	2017-09-08	277,188	668,484	0.439257	0.498215	0.483685	0.018101
AAT	2017-09-15	405,911	841,837	0.635605	0.41873	0.564226	0.017044
AAT	2017-09-22	364,276	661,244	0.643938	0.398802	0.586449	0.014749
AAT	2017-09-29	309,930	758,119	0.419022	0.409937	0.543566	0.046498
AAT	2017-10-06	301,937	623,772	0.538486	0.381553	0.600572	0.017875
AAT	2017-10-13	342,344	613,783	0.620546	0.371863	0.578214	0.049923
AAT	2017-10-20	413,792	697,961	0.618794	0.476012	0.49934	0.024649
AAT	2017-10-27	794,131	1,055,039	0.668775	0.643125	0.344965	0.011909
AAT	2017-11-03	787,456	1,616,487	0.61435	0.534316	0.448052	0.017632
AAT	2017-11-10	670,092	1,283,293	0.524262	0.531967	0.452431	0.015602
AAT	2017-11-17	433,506	933,053	0.459589	0.409523	0.573267	0.01721
AAT	2017-11-24	233,092	614,418	0.447071	0.314975	0.646149	0.038876
AAT	2017-12-01	346,542	878,960	0.414725	0.361128	0.62793	0.010943
AAT	2017-12-08	332,932	774,539	0.498089	0.317825	0.660594	0.02158
AAT	2017-12-15	390,662	912,713	0.552052	0.393957	0.588632	0.017412
AAT	2017-12-22	399,364	842,110	0.539992	0.38111	0.603452	0.015438
AAT	2017-12-29	192,731	410,464	0.51229	0.428019	0.55519	0.016791
AAT	2018-01-05	261,917	503,098	0.613339	0.391888	0.550386	0.057726
AAT	2018-01-12	233,540	487,386	0.50295	0.463694	0.522809	0.013497
AAT	2018-01-19	251,058	570,101	0.503508	0.412528	0.493239	0.094233
AAT	2018-01-26	345,255	642,114	0.536552	0.375354	0.613932	0.010714
AAT	2018-02-02	490,505	888,738	0.557251	0.419875	0.569058	0.011067
AAT	2018-02-09	559,466	971,301	0.558087	0.393416	0.592194	0.01439
AAT	2018-02-16	573,779	1,252,376	0.538634	0.348523	0.640138	0.011339
AAT	2018-02-23	510,801	1,335,918	0.432189	0.418079	0.573729	0.008192
AAT	2018-03-02	596,051	1,438,178	0.513928	0.411529	0.579459	0.009013

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