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
AAME	2014-06-27	10,221	20,080	0.330871	null	null	null
AAME	2014-07-04	3,680	5,080	0.515869	0.902189	0.0625	0.035311
AAME	2014-07-11	30,591	94,779	0.540563	0.71675	0.16325	0.12
AAME	2014-07-18	29,851	89,580	0.47359	0.587449	0.308352	0.104199
AAME	2014-07-25	35,526	77,792	0.364179	0.549286	0.446778	0.003935
AAME	2014-08-01	4,888	13,430	0.561503	0.189114	0.810886	0
AAME	2014-08-08	11,419	31,613	0.402367	0.460076	0.524975	0.014949
AAME	2014-08-15	14,539	31,887	0.33954	0.448118	0.51509	0.036793
AAME	2014-08-22	5,757	14,244	0.569529	0.407941	0.580295	0.011765
AAME	2014-08-29	6,352	13,756	0.59295	0.400119	0.599881	0
AAME	2014-09-05	4,670	10,523	0.558354	0.757279	0.215694	0.027027
AAME	2014-09-12	4,783	6,561	0.693364	0.693558	0.306442	0
AAME	2014-09-19	6,953	13,137	0.541064	0.581819	0.418181	0
AAME	2014-09-26	13,506	19,371	0.555549	0.716941	0.283059	0
AAME	2014-10-03	2,346	3,933	0.527638	0.570282	0.429718	0
AAME	2014-10-10	3,461	4,561	0.6412	0.575439	0.357895	0.066667
AAME	2014-10-17	2,657	9,407	0.226003	null	null	null
AAME	2014-10-24	4,346	9,856	0.537206	0.821171	0.178829	0
AAME	2014-10-31	8,693	14,525	0.512881	0.830207	0.169793	0
AAME	2014-11-07	17,997	34,059	0.42008	0.728333	0.271667	0
AAME	2014-11-14	10,193	13,607	0.735285	0.61982	0.38018	0
AAME	2014-11-21	6,624	12,851	0.634279	0.7523	0.235935	0.011765
AAME	2014-11-28	3,427	7,527	0.671795	0.267615	0.732385	0
AAME	2014-12-05	4,852	6,989	0.867982	0.925648	0.074352	0
AAME	2014-12-12	4,337	8,713	0.640239	0.710229	0.167479	0.122292
AAME	2014-12-19	3,714	8,045	0.686422	0.856182	0.143818	0
AAME	2014-12-26	5,249	10,998	0.40596	0.981785	0	0.018215
AAME	2015-01-02	5,224	12,471	0.625987	0.817729	0.133083	0.049188
AAME	2015-01-09	5,861	20,981	0.517296	0.659506	0.340494	0
AAME	2015-01-16	1,300	5,093	0.741906	null	null	null
AAME	2015-01-23	1,934	5,265	0.521678	null	null	null
AAME	2015-01-30	820	4,158	0.575212	0.272727	0.727273	0
AAME	2015-02-06	922	2,051	0.398289	null	null	null
AAME	2015-02-13	2,017	6,421	0.457489	0.752124	0.247876	0
AAME	2015-02-20	800	2,632	0.243306	0.25	0.75	0
AAME	2015-02-27	1,562	2,415	0.827942	0.488604	0.511396	0
AAME	2015-03-06	2,933	6,194	0.724632	0.389173	0.588605	0.022222
AAME	2015-03-13	2,756	3,602	0.787384	0.658553	0.32229	0.019157
AAME	2015-03-20	4,110	9,420	0.693783	0.474322	0.525678	0
AAME	2015-03-27	2,169	4,268	0.761142	0.480473	0.519527	0
AAME	2015-04-03	2,400	3,330	0.218254	null	null	null
AAME	2015-04-10	3,876	4,516	0.72703	0.666667	0.333333	0
AAME	2015-04-17	1,814	2,269	0.826683	0.75	0.25	0
AAME	2015-04-24	3	383	0.018492	1	0	0
AAME	2015-05-01	201	201	1	0.5	0.5	0
AAME	2015-05-08	4,451	9,567	0.695077	0.871695	0.128305	0
AAME	2015-05-15	3,100	9,945	0.477346	0.311905	0.688095	0
AAME	2015-05-22	6,070	17,572	0.314572	0.663716	0.336284	0
AAME	2015-05-29	19,713	56,659	0.435517	0.816213	0.183787	0
AAME	2015-06-05	7,854	11,446	0.755678	0.866736	0.133264	0
AAME	2015-06-12	10,573	16,568	0.641569	0.492701	0.466886	0.040413
AAME	2015-06-19	16,449	31,706	0.501689	0.669638	0.330362	0
AAME	2015-06-26	3,214	6,379	0.512203	0.617688	0.382312	0
AAME	2015-07-03	2,919	5,142	0.650879	0.907862	0.092138	0
AAME	2015-07-10	4,700	7,898	0.641624	0.86611	0.13389	0
AAME	2015-07-17	4,910	7,949	0.584128	0.96748	0.03252	0
AAME	2015-07-24	3,472	7,454	0.366082	0.927855	0.072145	0
AAME	2015-07-31	1,412	8,018	0.335195	null	null	null
AAME	2015-08-07	4,654	7,689	0.697597	0.418315	0.581685	0
AAME	2015-08-14	5,704	20,254	0.578355	0.494638	0.505362	0
AAME	2015-08-21	3,848	12,282	0.602271	0.466315	0.533685	0
AAME	2015-08-28	7,933	11,605	0.555044	0.714013	0.236967	0.04902
AAME	2015-09-04	6,467	11,266	0.697951	0.604211	0.395789	0
AAME	2015-09-11	18,532	21,645	0.821243	0.46441	0.509217	0.026374
AAME	2015-09-18	38,877	49,524	0.825167	0.50718	0.483213	0.009607
AAME	2015-09-25	11,124	30,073	0.514698	0.502441	0.473792	0.023767
AAME	2015-10-02	10,420	18,542	0.600682	0.433384	0.560658	0.005958
AAME	2015-10-09	11,917	34,548	0.639487	0.598873	0.396001	0.005126
AAME	2015-10-16	8,057	16,677	0.605253	0.676814	0.323186	0
AAME	2015-10-23	7,803	15,723	0.540239	null	null	null
AAME	2015-10-30	5,925	20,313	0.388073	0.270145	0.729855	0
AAME	2015-11-06	16,146	39,480	0.582217	0.636034	0.274539	0.089428
AAME	2015-11-13	9,961	26,932	0.234519	null	null	null
AAME	2015-11-20	6,600	14,191	0.252837	0.498826	0.501174	0
AAME	2015-11-27	726	10,522	0.162874	null	null	null
AAME	2015-12-04	3,293	6,561	0.457276	0.352445	0.647555	0
AAME	2015-12-11	7,699	18,141	0.481381	0.411818	0.588182	0
AAME	2015-12-18	3,711	7,320	0.382043	0.752201	0.247799	0
AAME	2015-12-25	6,121	12,133	0.721516	0.379883	0.619322	0.000795
AAME	2016-01-01	8,603	20,574	0.511173	0.720938	0.279062	0
AAME	2016-01-08	3,128	14,665	0.217364	0.75086	0.24914	0
AAME	2016-01-15	1,425	9,420	0.203868	null	null	null
AAME	2016-01-22	2,445	18,763	0.499953	0.300297	0.616369	0.083333
AAME	2016-01-29	2,025	5,056	0.265215	0.4	0.6	0
AAME	2016-02-05	2,538	6,562	0.290717	null	null	null
AAME	2016-02-12	3,714	17,337	0.373782	0.919621	0.080379	0
AAME	2016-02-19	2,762	29,431	0.210291	null	null	null
AAME	2016-02-26	200	5,628	0.075314	null	null	null
AAME	2016-03-04	504	3,630	0.295162	null	null	null
AAME	2016-03-11	310	2,210	0.168224	null	null	null
AAME	2016-03-18	862	11,884	0.328207	0.516078	0.483523	0.000398
AAME	2016-03-25	1,939	17,080	0.227289	0.32277	0.67723	0
AAME	2016-04-01	5,143	24,468	0.393918	0.337678	0.592877	0.069444
AAME	2016-04-08	3,585	7,832	0.658395	0.441421	0.545669	0.01291
AAME	2016-04-15	7,339	11,564	0.59607	0.581864	0.335698	0.082439
AAME	2016-04-22	4,272	7,844	0.568971	0.726061	0.233859	0.04008
AAME	2016-04-29	3,606	6,164	0.693051	0.227502	0.749895	0.022604
AAME	2016-05-06	751	2,752	0.37363	0.387927	0.612073	0
AAME	2016-05-13	830	4,346	0.115846	1	0	0
AAME	2016-05-20	4,855	16,329	0.639105	0.829566	0.170434	0

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