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
AAOI	2018-01-19	2,335,056	4,783,372	0.542541	0.770562	0.156144	0.073294
AAOI	2018-01-26	1,371,955	3,016,262	0.531109	0.840695	0.136055	0.02325
AAOI	2018-02-02	1,801,819	2,917,303	0.646866	0.841362	0.146354	0.012284
AAOI	2018-02-09	2,938,872	4,924,144	0.65075	0.794971	0.181517	0.023512
AAOI	2018-02-16	2,010,581	4,097,149	0.5249	0.854904	0.132931	0.012165
AAOI	2018-02-23	5,935,224	10,311,709	0.58644	0.848587	0.136478	0.014936
AAOI	2018-03-02	1,493,543	3,512,613	0.519483	0.783736	0.197226	0.019038
AAOI	2018-03-09	3,033,941	6,044,396	0.58221	0.676613	0.201213	0.122174
AAOI	2018-03-16	3,785,496	7,597,495	0.592511	0.737237	0.152523	0.11024
AAOI	2018-03-23	1,809,534	2,916,046	0.666231	0.852273	0.133722	0.014005
AAOI	2018-03-30	1,573,669	2,904,471	0.557245	0.831743	0.153705	0.014552
AAOI	2018-04-06	1,258,394	2,186,293	0.633185	0.838703	0.151669	0.009628
AAOI	2018-04-13	3,183,441	5,788,110	0.578894	0.854493	0.135701	0.009806
AAOI	2018-04-20	3,620,802	5,936,213	0.703546	0.825513	0.158954	0.015533
AAOI	2018-04-27	2,513,807	4,491,784	0.622802	0.757609	0.137718	0.104673
AAOI	2018-05-04	1,990,793	4,106,714	0.497792	0.799154	0.189413	0.011433
AAOI	2018-05-11	3,087,647	5,872,418	0.561107	0.860407	0.133402	0.006191
AAOI	2018-05-18	993,847	1,813,314	0.59054	0.799398	0.188509	0.012093
AAOI	2018-05-25	792,155	1,397,252	0.687983	0.788041	0.203156	0.008803
AAOI	2018-06-01	5,074,443	8,489,073	0.656323	0.796396	0.19318	0.010424
AAOI	2018-06-08	2,851,910	5,157,670	0.643898	0.802289	0.182671	0.01504
AAOI	2018-06-15	2,433,569	4,177,884	0.710939	0.81036	0.177703	0.011938
AAOI	2018-06-22	1,816,495	2,977,828	0.713326	0.815219	0.17108	0.013701
AAOI	2018-06-29	1,374,136	2,297,949	0.715945	0.729592	0.244173	0.026236
AAOI	2018-07-06	1,412,312	2,568,374	0.608954	0.815699	0.158413	0.025889
AAOI	2018-07-13	1,924,564	3,233,961	0.668336	0.768002	0.203122	0.028876
AAOI	2018-07-20	2,824,842	4,952,760	0.661118	0.809168	0.177177	0.013655
AAOI	2018-07-27	1,898,819	3,365,713	0.709203	0.79416	0.191699	0.014141
AAOI	2018-08-03	1,250,126	2,091,073	0.66302	0.757048	0.226051	0.016901
AAOI	2018-08-10	4,379,029	7,923,086	0.669482	0.800395	0.18762	0.011985
AAOI	2018-08-17	1,101,472	2,584,551	0.536196	0.742096	0.248647	0.009257
AAOI	2018-08-24	820,151	2,104,062	0.505306	0.650308	0.332179	0.017514
AAOI	2018-08-31	583,387	1,975,529	0.4568	0.739466	0.248125	0.012409
AAOI	2018-09-07	2,608,282	5,687,239	0.525854	0.777295	0.210831	0.011875
AAOI	2018-09-14	1,077,144	2,436,515	0.548382	0.756451	0.232199	0.011351
AAOI	2018-09-21	1,557,289	3,399,530	0.49046	0.780889	0.206322	0.012789
AAOI	2018-09-28	4,145,847	8,380,894	0.49654	0.79489	0.195644	0.009465
AAOI	2018-10-05	2,324,638	4,980,928	0.54212	0.695597	0.298141	0.006262
AAOI	2018-10-12	1,716,304	3,144,947	0.646018	0.637068	0.351233	0.011698
AAOI	2018-10-19	1,155,926	2,112,384	0.585818	0.713045	0.280182	0.006772
AAOI	2018-10-26	1,509,591	2,394,049	0.664472	0.642	0.347309	0.010691
AAOI	2018-11-02	1,982,951	3,185,139	0.670889	0.662647	0.326445	0.010907
AAOI	2018-11-09	4,119,864	7,243,615	0.603099	0.689934	0.260005	0.050061
AAOI	2018-11-16	1,390,948	2,928,574	0.552805	0.677251	0.241613	0.081136
AAOI	2018-11-23	595,596	1,052,812	0.618984	0.659305	0.315861	0.024834
AAOI	2018-11-30	815,836	1,729,894	0.565658	0.678341	0.282464	0.039195
AAOI	2018-12-07	1,067,240	2,056,556	0.61679	0.698649	0.25095	0.050401
AAOI	2018-12-14	872,608	1,605,652	0.576548	0.657113	0.300566	0.042321
AAOI	2018-12-21	1,685,983	3,977,233	0.53062	0.61283	0.356707	0.030464
AAOI	2018-12-28	810,694	1,883,070	0.590834	0.633239	0.338828	0.027932
AAOI	2019-01-04	588,847	1,419,444	0.534771	0.659475	0.30689	0.033635
AAOI	2019-01-11	471,600	1,372,817	0.420154	0.592478	0.368725	0.038797
AAOI	2019-01-18	728,478	1,564,608	0.482547	0.704036	0.283142	0.012822
AAOI	2019-01-25	667,103	1,298,527	0.542516	0.689791	0.2873	0.022908
AAOI	2019-02-01	885,864	1,706,632	0.612494	0.749379	0.233741	0.01688
AAOI	2019-02-08	1,250,054	2,090,237	0.619458	0.747106	0.234695	0.018199
AAOI	2019-02-15	2,130,447	3,398,070	0.63833	0.741709	0.239168	0.019123
AAOI	2019-02-22	3,751,637	6,274,008	0.707886	0.746777	0.194205	0.059018
AAOI	2019-03-01	5,217,097	8,526,991	0.552781	0.720503	0.209742	0.069755
AAOI	2019-03-08	1,499,328	2,840,361	0.570976	0.723169	0.254486	0.022345
AAOI	2019-03-15	1,934,337	3,489,176	0.656655	0.707537	0.260405	0.032058
AAOI	2019-03-22	1,166,486	1,788,699	0.72615	0.751939	0.221523	0.026537
AAOI	2019-03-29	1,142,568	2,030,134	0.699467	0.703415	0.273572	0.023013
AAOI	2019-04-05	1,140,419	1,868,380	0.714817	0.732388	0.243536	0.024076
AAOI	2019-04-12	1,156,536	1,985,651	0.668704	0.712358	0.250063	0.037579
AAOI	2019-04-19	1,075,218	1,740,227	0.646552	0.708512	0.246648	0.04484
AAOI	2019-04-26	805,411	1,544,605	0.604613	0.697145	0.258298	0.044557
AAOI	2019-05-03	705,983	1,521,630	0.514346	0.676357	0.247822	0.075821
AAOI	2019-05-10	1,758,057	3,725,158	0.566676	0.672003	0.22356	0.104437
AAOI	2019-05-17	1,016,422	2,313,202	0.53501	0.602996	0.325847	0.071156
AAOI	2019-05-24	638,732	1,475,698	0.508117	0.681816	0.246782	0.071402
AAOI	2019-05-31	400,470	982,550	0.392258	0.73285	0.180244	0.086906
AAOI	2019-06-07	749,679	1,299,520	0.58132	0.700846	0.240272	0.058882
AAOI	2019-06-14	681,671	1,158,366	0.625244	0.672272	0.270375	0.057353
AAOI	2019-06-21	779,228	1,307,884	0.621933	0.675329	0.280813	0.043857
AAOI	2019-06-28	1,955,531	3,318,099	0.67126	0.696992	0.260256	0.042752
AAOI	2019-07-05	510,543	1,006,875	0.605988	0.748863	0.218253	0.032884
AAOI	2019-07-12	1,967,599	3,657,506	0.581738	0.796193	0.191933	0.011874
AAOI	2019-07-19	768,331	1,564,008	0.499416	0.85845	0.11567	0.025881
AAOI	2019-07-26	860,866	1,866,368	0.507147	0.823514	0.150352	0.026133
AAOI	2019-08-02	1,432,627	2,554,339	0.641784	0.860918	0.112698	0.026384
AAOI	2019-08-09	1,898,372	3,237,530	0.698346	0.778462	0.204822	0.016717
AAOI	2019-08-16	1,000,815	1,706,539	0.637216	0.76634	0.206059	0.0276
AAOI	2019-08-23	658,537	1,077,900	0.619205	0.813838	0.146663	0.039499
AAOI	2019-08-30	849,041	1,633,603	0.614767	0.758171	0.196916	0.044913
AAOI	2019-09-06	833,536	1,723,398	0.50396	0.685382	0.180557	0.134062
AAOI	2019-09-13	1,339,589	2,392,185	0.611994	0.704578	0.210429	0.084993
AAOI	2019-09-20	661,039	1,137,817	0.638409	0.810567	0.172406	0.017027
AAOI	2019-09-27	739,498	1,435,897	0.60551	0.713004	0.246407	0.04059
AAOI	2019-10-04	697,977	1,290,916	0.584251	0.747741	0.220767	0.031492
AAOI	2019-10-11	369,292	752,915	0.534926	0.693431	0.276235	0.030334
AAOI	2019-10-18	781,150	1,436,089	0.517741	0.687151	0.202019	0.110831
AAOI	2019-10-25	788,432	1,766,496	0.471727	0.666865	0.233455	0.09968
AAOI	2019-11-01	834,136	2,060,163	0.454713	0.677852	0.233939	0.08821
AAOI	2019-11-08	2,326,710	5,696,125	0.424133	0.779705	0.181888	0.038407
AAOI	2019-11-15	1,596,755	3,332,151	0.499207	0.750608	0.213356	0.036036
AAOI	2019-11-22	622,352	1,416,324	0.519103	0.700287	0.258537	0.041176
AAOI	2019-11-29	433,405	996,745	0.538399	0.68619	0.255512	0.058298
AAOI	2019-12-06	675,638	1,327,619	0.511908	0.71308	0.237126	0.049794
AAOI	2019-12-13	681,897	1,559,529	0.503835	0.657787	0.213915	0.128298

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