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
ABVC	2011-12-23	3,499	34,084	0.184626	0	1	0
ABVC	2011-12-30	2,684	13,086	0.340638	0	1	0
ABVC	2012-01-06	2,357	11,185	0.178484	0	1	0
ABVC	2012-01-13	8,301	21,783	0.332571	0	1	0
ABVC	2012-01-20	2,902	24,528	0.169756	0	1	0
ABVC	2012-01-27	51,291	360,453	0.276803	0	1	0
ABVC	2012-02-03	9,484	39,356	0.245164	0	1	0
ABVC	2012-02-10	2,281	30,240	0.093065	0	1	0
ABVC	2012-02-17	2,520	34,133	0.077346	null	null	null
ABVC	2012-02-24	3,607	20,683	0.141549	0	1	0
ABVC	2012-03-02	12,613	23,774	0.53216	0	1	0
ABVC	2012-03-09	12,313	23,752	0.50302	0	1	0
ABVC	2012-03-16	6,884	26,704	0.265771	0	1	0
ABVC	2012-03-23	5,401	29,284	0.259828	0	1	0
ABVC	2012-03-30	4,779	31,697	0.138827	0	1	0
ABVC	2012-04-06	4,129	25,589	0.15657	0	1	0
ABVC	2012-04-13	4,369	26,873	0.144202	0	1	0
ABVC	2012-04-20	4,940	18,302	0.262458	0	1	0
ABVC	2012-04-27	17,911	108,477	0.358668	0	1	0
ABVC	2012-05-04	6,471	27,417	0.333007	0	1	0
ABVC	2012-05-11	7,028	20,558	0.330005	0	1	0
ABVC	2012-05-18	7,446	52,952	0.134212	0	1	0
ABVC	2012-05-25	4,433	51,176	0.099297	0	1	0
ABVC	2012-06-01	2,508	30,040	0.086501	0	1	0
ABVC	2012-06-08	2,822	79,567	0.062796	0	1	0
ABVC	2012-06-15	20,748	159,477	0.116772	0	1	0
ABVC	2012-06-22	6,078	45,276	0.162795	0	1	0
ABVC	2012-06-29	7,524	38,115	0.205787	0	1	0
ABVC	2012-07-06	2,470	16,982	0.143573	0	1	0
ABVC	2012-07-13	2,337	13,889	0.192492	0	1	0
ABVC	2012-07-20	2,177	32,601	0.075074	0	1	0
ABVC	2012-07-27	10,807	71,975	0.112238	0	1	0
ABVC	2012-08-03	4,940	46,827	0.089781	0	1	0
ABVC	2012-08-10	3,338	54,326	0.051554	0	1	0
ABVC	2012-08-17	2,417	19,716	0.114787	0	1	0
ABVC	2012-08-24	8,724	267,887	0.147081	0	1	0
ABVC	2012-08-31	9,734	28,244	0.316158	0	1	0
ABVC	2012-09-07	15,840	40,123	0.413498	0	1	0
ABVC	2012-09-14	6,964	40,834	0.220956	0	1	0
ABVC	2012-09-21	30,783	152,616	0.174416	0	1	0
ABVC	2012-09-28	25,455	72,530	0.325698	0	1	0
ABVC	2012-10-05	14,802	31,355	0.540453	0	1	0
ABVC	2012-10-12	13,106	41,470	0.336208	0	1	0
ABVC	2012-10-19	12,579	27,192	0.450446	0	1	0
ABVC	2012-10-26	43,562	151,785	0.418047	0	1	0
ABVC	2012-11-02	7,605	32,779	0.311906	0	1	0
ABVC	2012-11-09	13,892	26,419	0.476198	0	1	0
ABVC	2012-11-16	43,984	92,248	0.465469	0	1	0
ABVC	2012-11-23	16,824	35,748	0.39961	0	1	0
ABVC	2012-11-30	40,540	79,381	0.477697	0	1	0
ABVC	2012-12-07	43,719	86,755	0.521219	0	1	0
ABVC	2012-12-14	37,517	116,107	0.341736	0	1	0
ABVC	2012-12-21	46,776	149,091	0.450439	0	1	0
ABVC	2012-12-28	34,029	55,798	0.678537	0	1	0
ABVC	2013-01-04	10,812	16,183	0.677579	0	1	0
ABVC	2013-01-11	9,916	17,805	0.54691	0	1	0
ABVC	2013-01-18	14,165	20,378	0.705991	0	1	0
ABVC	2013-01-25	44,635	200,369	0.532346	0	1	0
ABVC	2013-02-01	12,215	57,359	0.356047	0	1	0
ABVC	2013-02-08	13,126	80,842	0.189514	0	1	0
ABVC	2013-02-15	3,991	31,311	0.265718	null	null	null
ABVC	2013-02-22	2,244	16,317	0.109453	0	1	0
ABVC	2013-03-01	15,477	77,583	0.24755	0	1	0
ABVC	2013-03-08	19,590	49,334	0.369247	0	1	0
ABVC	2013-03-15	5,694	30,240	0.233421	0	1	0
ABVC	2013-03-22	7,157	39,910	0.202957	0	1	0
ABVC	2013-03-29	9,836	70,833	0.158078	0	1	0
ABVC	2013-04-05	26,318	78,388	0.339109	0	1	0
ABVC	2013-04-12	7,851	28,723	0.265942	0	1	0
ABVC	2013-04-19	7,868	34,604	0.267984	0	1	0
ABVC	2013-04-26	6,973	24,583	0.319282	0	1	0
ABVC	2013-05-03	21,620	107,117	0.237426	0	1	0
ABVC	2013-05-10	4,388	13,144	0.331247	0	1	0
ABVC	2013-05-17	15,043	35,829	0.428615	0	1	0
ABVC	2013-05-24	7,482	23,163	0.473235	0	1	0
ABVC	2013-05-31	3,977	12,736	0.299674	0	1	0
ABVC	2013-06-07	11,966	41,255	0.30063	0	1	0
ABVC	2013-06-14	10,674	44,968	0.242746	0	1	0
ABVC	2013-06-21	20,239	71,642	0.343705	0	1	0
ABVC	2013-06-28	36,519	88,416	0.500563	0	1	0
ABVC	2013-07-05	22,123	42,668	0.528618	0	1	0
ABVC	2013-07-12	22,646	68,944	0.441868	0	1	0
ABVC	2013-07-19	16,096	31,386	0.472827	0	1	0
ABVC	2013-07-26	14,481	33,208	0.512051	0	1	0
ABVC	2013-08-02	82,244	329,890	0.24527	0	1	0
ABVC	2013-08-09	7,125	28,853	0.312146	0	1	0
ABVC	2013-08-16	10,433	38,637	0.258416	0	1	0
ABVC	2013-08-23	16,909	36,321	0.431253	0	1	0
ABVC	2013-08-30	17,159	30,231	0.589981	0	1	0
ABVC	2013-09-06	8,824	43,193	0.25745	0	1	0
ABVC	2013-09-13	13,492	65,155	0.315581	0	1	0
ABVC	2013-09-20	9,035	32,535	0.440013	0	1	0
ABVC	2013-09-27	11,555	25,908	0.475406	0	1	0
ABVC	2013-10-04	11,485	23,415	0.437784	0	1	0
ABVC	2013-10-11	6,256	18,981	0.315204	0	1	0
ABVC	2013-10-18	5,838	33,121	0.205954	0	1	0
ABVC	2013-10-25	3,354	29,703	0.126766	0	1	0
ABVC	2013-11-01	12,832	32,572	0.37105	0	1	0
ABVC	2013-11-08	195,795	350,809	0.521437	0	1	0
ABVC	2016-04-01	100	100	1	1	0	0

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