Split (1)

train · 2.56M 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
ACU	2012-10-12	1,932	4,288	null	null	null	null
ACU	2012-10-19	5,449	12,224	0.647904	null	null	null
ACU	2012-10-26	6,767	12,342	0.445979	0.964602	0.035398	0
ACU	2012-11-02	1,200	2,803	0.416667	null	null	null
ACU	2012-11-09	2,377	7,302	0.303816	null	null	null
ACU	2012-11-16	4,210	13,421	0.262173	null	null	null
ACU	2012-11-23	4,554	7,154	0.549919	0.742916	0.257084	0
ACU	2012-11-30	8,985	16,823	null	null	null	null
ACU	2012-12-07	1,111	8,417	null	null	null	null
ACU	2012-12-14	2,800	7,295	null	null	null	null
ACU	2012-12-21	1,743	3,343	null	null	null	null
ACU	2012-12-28	240	3,910	0.250177	null	null	null
ACU	2013-01-04	3,899	5,277	0.839967	0.809969	0.106698	0.083333
ACU	2013-01-11	3,364	3,547	null	null	null	null
ACU	2013-01-18	1,054	1,369	null	null	null	null
ACU	2013-01-25	1,259	1,359	0.875	1	0	0
ACU	2013-02-01	4,974	5,074	null	null	null	null
ACU	2013-02-08	9,669	10,950	null	null	null	null
ACU	2013-02-15	2,949	3,469	null	null	null	null
ACU	2013-02-22	1,492	2,204	null	null	null	null
ACU	2013-03-01	3,451	6,214	0.414342	1	0	0
ACU	2013-03-08	9,561	16,177	null	0.973424	0.026576	0
ACU	2013-03-15	900	5,557	null	null	null	null
ACU	2013-03-22	2,640	6,443	null	null	null	null
ACU	2013-03-29	300	4,385	0.13506	null	null	null
ACU	2013-04-05	3,914	11,710	null	0.938269	0.061731	0
ACU	2013-04-12	1,385	3,742	null	null	null	null
ACU	2013-04-19	8,167	12,986	0.48668	0.980149	0.019851	0
ACU	2013-04-26	6,899	15,910	0.448759	0.955556	0	0.044444
ACU	2013-05-03	21,030	45,344	0.588534	0.961806	0.038194	0
ACU	2013-05-10	6,719	11,425	null	null	null	null
ACU	2013-05-17	1,120	9,173	null	1	0	0
ACU	2013-05-24	1,725	3,237	null	null	null	null
ACU	2013-05-31	1,300	7,343	null	null	null	null
ACU	2013-06-07	5,466	12,745	null	null	null	null
ACU	2013-06-14	2,555	9,541	0.563908	0.831807	0.144096	0.024096
ACU	2013-06-21	4,600	9,480	0.59788	0.775	0.225	0
ACU	2013-06-28	2,614	8,315	null	null	null	null
ACU	2013-07-05	2,554	5,458	null	null	null	null
ACU	2013-07-12	3,525	12,616	null	null	null	null
ACU	2013-07-19	7,460	17,367	0.668959	0.98362	0.01638	0
ACU	2013-07-26	5,600	13,480	null	0.969231	0.030769	0
ACU	2013-08-02	2,776	16,592	0.384143	1	0	0
ACU	2013-08-09	23,304	63,785	null	0.716932	0.249955	0.033113
ACU	2013-08-16	7,141	12,241	null	null	null	null
ACU	2013-08-23	6,989	22,201	null	null	null	null
ACU	2013-08-30	15,302	38,456	null	null	null	null
ACU	2013-09-06	9,229	12,745	0.503224	null	null	null
ACU	2013-09-13	7,129	21,230	0.159852	null	null	null
ACU	2013-09-20	8,698	17,350	null	0.97848	0.02152	0
ACU	2013-09-27	6,802	10,060	0.724247	0.951773	0.048227	0
ACU	2013-10-04	4,245	7,653	null	1	0	0
ACU	2013-10-11	4,806	9,486	null	0.84	0.16	0
ACU	2013-10-18	4,163	12,031	null	null	null	null
ACU	2013-10-25	11,881	24,575	null	null	null	null
ACU	2013-11-01	17,262	50,721	null	null	null	null
ACU	2013-11-08	11,016	29,272	null	null	null	null
ACU	2013-11-15	1,878	6,746	null	0.8	0.2	0
ACU	2013-11-22	10,135	22,473	null	null	null	null
ACU	2013-11-29	5,400	11,500	null	null	null	null
ACU	2013-12-06	5,903	17,810	null	0.777654	0.222346	0
ACU	2013-12-13	19,200	36,939	0.496635	0.710713	0.254745	0.034542
ACU	2013-12-20	10,139	15,857	0.600716	0.96063	0.03937	0
ACU	2013-12-27	2,890	5,401	0.395295	1	0	0
ACU	2014-01-03	1,343	3,196	0.466736	1	0	0
ACU	2014-01-10	6,557	11,443	null	null	null	null
ACU	2014-01-17	8,837	13,845	null	1	0	0
ACU	2014-01-24	2,203	5,815	null	null	null	null
ACU	2014-01-31	18,734	34,563	null	null	null	null
ACU	2014-02-07	14,284	23,098	0.632132	1	0	0
ACU	2014-02-14	45,573	73,549	null	null	null	null
ACU	2014-02-21	3,970	14,707	0.368242	0.935448	0.064552	0
ACU	2014-02-28	25,121	46,620	0.534424	0.918733	0.045391	0.035876
ACU	2014-03-07	25,624	57,201	0.624031	0.971922	0.028078	0
ACU	2014-03-14	31,750	55,529	0.609133	0.976976	0.023024	0
ACU	2014-03-21	30,482	77,874	0.378642	0.885758	0.114242	0
ACU	2014-03-28	4,806	21,555	0.404356	0.865491	0.134509	0
ACU	2014-04-04	54,471	127,166	0.407469	0.845867	0.153313	0.00082
ACU	2014-04-11	25,987	63,111	0.459038	0.866591	0.133409	0
ACU	2014-04-18	10,745	21,564	0.524903	0.944358	0.050078	0.005564
ACU	2014-04-25	10,013	19,091	0.629783	0.933313	0.066687	0
ACU	2014-05-02	12,824	26,937	0.597992	0.896173	0.103827	0
ACU	2014-05-09	8,422	17,079	0.56139	0.827245	0.143125	0.02963
ACU	2014-05-16	4,728	12,899	0.447562	0.883846	0.087596	0.028558
ACU	2014-05-23	21,278	41,683	null	null	null	null
ACU	2014-05-30	4,085	11,444	0.207912	0.867718	0.132282	0
ACU	2014-06-06	9,078	32,071	0.381056	0.878501	0.121499	0
ACU	2014-06-13	3,730	10,467	0.386184	0.947904	0.052096	0
ACU	2014-06-20	9,227	31,162	0.334882	0.926197	0.073803	0
ACU	2014-06-27	3,678	10,439	0.484086	0.833455	0.166545	0
ACU	2014-07-04	2,763	16,099	null	0.551461	0.448539	0
ACU	2014-07-11	2,868	7,655	null	0.930344	0.069656	0
ACU	2014-07-18	4,874	19,027	null	0.93977	0.030115	0.030115
ACU	2014-07-25	12,261	28,642	0.480638	0.710789	0.289211	0
ACU	2014-08-01	14,430	21,028	0.366745	1	0	0
ACU	2014-08-08	28,041	41,835	0.629436	0.792966	0.207034	0
ACU	2014-08-15	15,804	34,138	0.602773	0.93596	0.06404	0
ACU	2014-08-22	9,236	20,507	0.559689	0.814561	0.185439	0
ACU	2014-08-29	8,317	14,500	0.458445	0.957185	0.042815	0
ACU	2014-09-05	7,770	11,702	0.656907	0.925224	0.074776	0

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