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	2012-07-27	400	2,512	0.352804	0.333333	0.666667	0
AAME	2012-08-03	800	1,900	0.65625	null	null	null
AAME	2012-08-10	700	1,900	0.25	null	null	null
AAME	2012-08-17	1,000	5,093	0.190909	null	null	null
AAME	2012-08-24	4,026	5,801	0.530448	0.766386	0.233614	0
AAME	2012-08-31	200	900	0.375	null	null	null
AAME	2012-09-07	4,020	4,920	0.84375	0.571558	0.234601	0.193841
AAME	2012-09-14	800	8,023	0.346561	null	null	null
AAME	2012-09-21	2,865	4,065	0.874074	0.3682	0.5918	0.04
AAME	2012-09-28	3,139	6,441	0.593253	null	null	null
AAME	2012-10-05	7,101	13,872	0.408696	null	null	null
AAME	2012-10-12	9,125	20,916	0.642579	0.376394	0.441434	0.182173
AAME	2012-10-19	728	7,457	0.139318	null	null	null
AAME	2012-10-26	400	1,309	0.441208	0.666667	0.333333	0
AAME	2012-11-02	300	800	0.472222	0	1	0
AAME	2012-11-09	1,000	4,100	0.493333	null	null	null
AAME	2012-11-16	1,000	2,900	0.8	0.8	0.2	0
AAME	2012-11-23	100	1,300	0.066667	null	null	null
AAME	2012-11-30	400	600	0.25	null	null	null
AAME	2012-12-07	751	3,451	0.375	null	null	null
AAME	2012-12-14	900	1,686	0.513889	null	null	null
AAME	2012-12-21	300	2,704	0.675	0	0.75	0.25
AAME	2012-12-28	940	4,515	0.405556	null	null	null
AAME	2013-01-04	4,256	32,282	0.501886	null	null	null
AAME	2013-01-11	700	7,651	0.278403	null	null	null
AAME	2013-01-18	400	6,406	0.275	null	null	null
AAME	2013-01-25	4,892	21,754	0.318245	null	null	null
AAME	2013-02-01	2,800	7,100	0.602404	null	null	null
AAME	2013-02-08	0	4,737	0	null	null	null
AAME	2013-02-15	500	2,700	0.268182	null	null	null
AAME	2013-02-22	1,228	2,228	0.375	null	null	null
AAME	2013-03-01	388	3,316	0.125683	null	null	null
AAME	2013-03-08	1,901	4,151	0.475635	null	null	null
AAME	2013-03-15	2,200	4,884	0.467179	null	null	null
AAME	2013-03-22	1,500	9,200	0.025	null	null	null
AAME	2013-03-29	2,100	4,433	0.125	null	null	null
AAME	2013-04-05	900	2,900	0.263704	null	null	null
AAME	2013-04-12	12,977	27,010	0.510706	0.738659	0.261341	0
AAME	2013-04-19	1,900	8,296	0.293648	null	null	null
AAME	2013-04-26	2,363	15,197	0.192667	null	null	null
AAME	2013-05-03	9,700	24,934	0.579894	null	null	null
AAME	2013-05-10	11,140	36,373	0.173981	null	null	null
AAME	2013-05-17	16,854	37,722	0.383476	0.407317	0.58705	0.005634
AAME	2013-05-24	29,771	65,686	0.456218	0.881855	0.109288	0.008856
AAME	2013-05-31	9,956	26,302	0.407799	0.859511	0.134741	0.005747
AAME	2013-06-07	4,086	16,276	0.409647	1	0	0
AAME	2013-06-14	7,374	17,411	0.435006	null	null	null
AAME	2013-06-21	6,917	15,324	0.475386	0.743421	0.25	0.006579
AAME	2013-06-28	4,939	9,332	0.435968	0.71875	0.28125	0
AAME	2013-07-05	6,290	11,190	0.606571	0.909091	0.090909	0
AAME	2013-07-12	3,091	8,257	0.52174	0.822166	0.177834	0
AAME	2013-07-19	4,900	20,500	0.420907	0.767879	0.215455	0.016667
AAME	2013-07-26	1,535	11,197	0.239499	null	null	null
AAME	2013-08-02	2,401	8,897	0.373837	0.95	0.05	0
AAME	2013-08-09	1,511	2,811	0.617649	0.752947	0.247053	0
AAME	2013-08-16	5,700	17,400	0.415253	0.888163	0.111837	0
AAME	2013-08-23	12,733	64,196	0.446646	0.783175	0.09205	0.124776
AAME	2013-08-30	20,159	25,359	0.678678	0.935598	0.064402	0
AAME	2013-09-06	12,155	27,479	0.345196	0.959486	0	0.040514
AAME	2013-09-13	15,137	46,078	0.439874	0.974189	0.005589	0.020222
AAME	2013-09-20	28,818	39,243	0.765923	0.873028	0.025385	0.101587
AAME	2013-09-27	13,742	24,719	0.338161	0.946686	0.048285	0.005029
AAME	2013-10-04	23,294	32,373	0.635804	0.917615	0.082385	0
AAME	2013-10-11	19,030	56,069	0.31627	0.991712	0.008288	0
AAME	2013-10-18	13,485	23,091	0.635455	0.956606	0.043394	0
AAME	2013-10-25	1,904	8,870	0.255823	1	0	0
AAME	2013-11-01	2,944	5,144	0.430612	1	0	0
AAME	2013-11-08	3,430	7,830	0.384882	1	0	0
AAME	2013-11-15	9,097	17,957	0.428502	1	0	0
AAME	2013-11-22	8,636	18,823	0.130184	null	null	null
AAME	2013-11-29	2,288	3,688	0.525	0.624552	0.375448	0
AAME	2013-12-06	2,200	8,781	0.066667	null	null	null
AAME	2013-12-13	3,998	27,115	0.191853	null	null	null
AAME	2013-12-20	15,332	61,843	0.269347	0.689714	0.307734	0.002552
AAME	2013-12-27	10,397	27,274	0.274064	0.978118	0.021882	0
AAME	2014-01-03	10,469	49,668	0.171652	0.982675	0.017325	0
AAME	2014-01-10	22,867	39,693	0.47593	0.927505	0.072495	0
AAME	2014-01-17	21,929	35,561	0.305785	0.970803	0.029197	0
AAME	2014-01-24	7,465	27,289	0.175544	0.916722	0.083278	0
AAME	2014-01-31	4,859	13,129	0.359839	1	0	0
AAME	2014-02-07	5,117	17,000	0.194424	null	null	null
AAME	2014-02-14	2,889	6,783	0.457846	1	0	0
AAME	2014-02-21	10,059	28,331	0.236847	1	0	0
AAME	2014-02-28	2,068	12,989	0.310969	null	null	null
AAME	2014-03-07	11,321	30,225	0.413429	0.958209	0.041791	0
AAME	2014-03-14	7,910	32,880	0.230802	0.972519	0.027481	0
AAME	2014-03-21	2,526	10,215	0.344132	null	null	null
AAME	2014-03-28	19,631	46,478	0.387576	0.942857	0.057143	0
AAME	2014-04-04	23,941	50,328	0.407023	0.937374	0.057576	0.005051
AAME	2014-04-11	18,201	50,625	0.330598	0.929823	0.070177	0
AAME	2014-04-18	9,249	14,406	0.666014	0.910112	0.089888	0
AAME	2014-04-25	19,276	59,337	0.412932	0.824945	0.157542	0.017513
AAME	2014-05-02	4,049	19,181	0.322667	0.734211	0.265789	0
AAME	2014-05-09	2,722	15,075	0.280037	0.408333	0.591667	0
AAME	2014-05-16	6,607	13,190	0.522992	0.325995	0.641045	0.03296
AAME	2014-05-23	8,475	22,459	0.348399	0.645862	0.354138	0
AAME	2014-05-30	4,874	21,362	0.375304	0.673754	0.326246	0
AAME	2014-06-06	25,551	55,101	0.550237	0.838094	0.112865	0.049042
AAME	2014-06-13	6,382	18,230	0.2505	0.820486	0.179514	0
AAME	2014-06-20	6,435	15,813	0.414667	0.501057	0.498943	0

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