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
ZYNE	2022-08-26	369,249	708,124	0.716771	0.875255	0.100954	0.023791
ZYNE	2022-09-02	430,195	912,205	0.547286	0.825401	0.162384	0.012215
ZYNE	2022-09-09	464,022	1,012,822	0.649321	0.828429	0.150867	0.020704
ZYNE	2022-09-16	508,010	1,179,040	0.594217	0.804653	0.167031	0.028316
ZYNE	2022-09-23	524,314	1,157,077	0.624961	0.827575	0.149902	0.022523
ZYNE	2022-09-30	630,645	1,308,643	0.705816	0.693646	0.188902	0.117452
ZYNE	2022-10-07	472,240	1,166,592	0.339002	0.778752	0.14162	0.079628
ZYNE	2022-10-14	233,061	571,603	0.424904	0.788182	0.15278	0.059038
ZYNE	2022-10-21	284,831	494,813	0.396208	0.9457	0.051591	0.002709
ZYNE	2022-10-28	185,195	441,418	0.345775	0.851833	0.123842	0.024325
ZYNE	2022-11-04	188,178	465,011	0.440943	0.80966	0.159878	0.030462
ZYNE	2022-11-11	446,277	846,929	0.416143	0.869894	0.107145	0.022961
ZYNE	2022-11-18	1,108,215	1,904,645	0.478674	0.857338	0.083691	0.058971
ZYNE	2022-11-25	241,611	541,255	0.556848	0.861258	0.104333	0.034409
ZYNE	2022-12-02	293,810	661,810	0.518599	0.910891	0.072172	0.016937
ZYNE	2022-12-09	462,164	1,031,492	0.495486	0.928518	0.052298	0.019184
ZYNE	2022-12-16	374,623	698,546	0.515071	0.790117	0.173144	0.036739
ZYNE	2022-12-23	455,456	1,255,026	0.542803	0.895507	0.087731	0.016762
ZYNE	2022-12-30	330,562	722,163	0.565338	0.745866	0.223902	0.030232
ZYNE	2023-01-06	113,633	591,003	0.301527	0.920189	0.056531	0.02328
ZYNE	2023-01-13	299,019	933,238	0.399132	0.781949	0.213421	0.00463
ZYNE	2023-01-20	173,264	684,664	0.280013	0.844005	0.152309	0.003687
ZYNE	2023-01-27	238,731	975,902	0.206536	0.884714	0.105029	0.010257
ZYNE	2023-02-03	727,840	1,790,768	0.421049	0.844296	0.133494	0.02221
ZYNE	2023-02-10	633,892	1,648,277	0.411262	0.855913	0.119458	0.024629
ZYNE	2023-02-17	429,955	1,274,547	0.442668	0.785061	0.171993	0.042946
ZYNE	2023-02-24	267,982	618,766	0.494556	0.870573	0.115521	0.013907
ZYNE	2023-03-03	375,383	667,526	0.472429	0.895763	0.082755	0.021482
ZYNE	2023-03-10	409,143	1,004,716	0.398417	0.913083	0.058954	0.027963
ZYNE	2023-03-17	371,100	899,212	0.473655	0.865132	0.12259	0.012278
ZYNE	2023-03-24	292,671	991,209	0.439955	0.716839	0.240973	0.042188
ZYNE	2023-03-31	298,773	649,224	0.411495	0.831109	0.157679	0.011211
ZYNE	2023-04-07	211,058	692,048	0.467817	0.80353	0.165953	0.030516
ZYNE	2023-04-14	165,506	381,389	0.363343	0.886506	0.107019	0.006476
ZYNE	2023-04-21	196,322	547,003	0.355144	0.865997	0.116477	0.017526
ZYNE	2023-04-28	182,460	320,952	0.487467	0.924501	0.045107	0.030392
ZYNE	2023-05-05	186,963	431,056	0.450589	0.924689	0.068761	0.00655
ZYNE	2023-05-12	359,667	753,122	0.336939	0.873805	0.114759	0.011437
ZYNE	2023-05-19	535,791	1,197,045	0.390203	0.953986	0.04231	0.003703
ZYNE	2023-05-26	245,860	451,492	0.62227	0.894024	0.079644	0.026332
ZYNE	2023-06-02	471,876	925,457	0.625784	0.947291	0.049504	0.003206
ZYNE	2023-06-09	233,581	503,523	0.60436	0.950368	0.049364	0.000269
ZYNE	2023-06-16	175,330	353,501	0.540954	0.917803	0.082197	0
ZYNE	2023-06-23	249,817	429,803	0.469077	0.931265	0.068735	0
ZYNE	2023-06-30	243,101	432,907	0.612254	0.558885	0.441115	0
ZYNE	2023-07-07	7,667	26,090	0.375024	0.108194	0.891806	0
ZYNE	2023-07-14	41,462	92,389	0.337404	0.125861	0.874139	0
ZYNE	2023-07-21	47,659	98,383	0.508321	0.153488	0.846512	0
ZYNE	2023-07-28	3,486	18,296	0.364927	0.280634	0.719366	0
ZYNE	2023-08-04	908	13,313	0.113041	null	null	null
ZYNE	2023-08-11	2,610	20,479	0.16355	0.109091	0.890909	0
ZYNE	2023-08-18	1,708,453	3,308,262	0.398985	0.054022	0.945828	0.00015
ZYNE	2023-08-25	116,316	929,937	0.348443	0.082763	0.917237	0
ZYNE	2023-09-01	149,196	641,040	0.452217	0.036353	0.963647	0
ZYNE	2023-09-08	79,871	542,907	0.361946	0.101676	0.898324	0
ZYNE	2023-09-15	248,051	687,403	0.343069	0.088353	0.910993	0.000654
ZYNE	2023-09-22	327,629	909,018	0.451138	0.10661	0.883343	0.010047
ZYNE	2023-09-29	324,733	627,684	0.528518	0.053203	0.931904	0.014892
ZYNE	2023-10-06	315,663	827,705	0.560928	0.154525	0.839436	0.00604
ZYNE	2023-10-13	159,778	363,130	0.508477	0.015264	0.958648	0.026088
ZYXI	2013-04-05	15,057	28,824	0.544289	1	0	0
ZYXI	2013-04-12	12,000	41,900	0.259172	1	0	0
ZYXI	2013-04-19	6,400	31,700	0.201893	1	0	0
ZYXI	2013-05-10	18,806	119,663	0.217807	1	0	0
ZYXI	2013-05-17	66,500	121,440	0.454633	1	0	0
ZYXI	2013-05-24	15,900	44,987	0.42639	1	0	0
ZYXI	2013-05-31	1,440	27,080	0.163014	1	0	0
ZYXI	2013-06-07	600	3,900	0.317568	1	0	0
ZYXI	2013-06-14	500	967	0.517063	1	0	0
ZYXI	2013-06-21	30,577	43,517	0.555018	1	0	0
ZYXI	2013-06-28	2,127	9,620	0.402905	1	0	0
ZYXI	2013-07-05	4,777	4,777	1	1	0	0
ZYXI	2013-07-12	14,864	76,631	0.186963	1	0	0
ZYXI	2013-07-19	13,832	57,659	0.107377	1	0	0
ZYXI	2013-07-26	5,400	21,257	0.301714	1	0	0
ZYXI	2013-08-02	18,500	39,500	0.51846	1	0	0
ZYXI	2013-08-09	141,764	244,814	0.594053	1	0	0
ZYXI	2013-08-16	29,333	56,060	0.666175	1	0	0
ZYXI	2013-08-23	37,859	150,538	0.269487	1	0	0
ZYXI	2013-08-30	5,567	21,427	0.610836	1	0	0
ZYXI	2013-09-06	14,320	25,100	0.499557	1	0	0
ZYXI	2013-09-13	17,220	63,986	0.282412	1	0	0
ZYXI	2013-09-20	378	13,554	0.027888	1	0	0
ZYXI	2013-09-27	18,622	37,777	0.6552	1	0	0
ZYXI	2013-10-04	1,500	93,700	0.016009	1	0	0
ZYXI	2013-10-11	70,052	265,554	0.339339	1	0	0
ZYXI	2013-10-18	59,600	141,077	0.695475	1	0	0
ZYXI	2013-10-25	39,000	143,177	0.448171	1	0	0
ZYXI	2013-11-01	12,450	72,447	0.348826	1	0	0
ZYXI	2013-11-08	5,500	32,916	0.570498	1	0	0
ZYXI	2013-11-15	102,248	188,225	0.543222	1	0	0
ZYXI	2013-11-22	78,328	234,550	0.574867	1	0	0
ZYXI	2013-11-29	32,647	51,704	0.287703	1	0	0
ZYXI	2013-12-06	48,563	119,706	0.455784	1	0	0
ZYXI	2013-12-13	6,900	187,077	0.180045	1	0	0
ZYXI	2013-12-20	8,434	30,131	0.421088	1	0	0
ZYXI	2013-12-27	47,959	116,159	0.39459	1	0	0
ZYXI	2014-01-03	6,234	54,906	0.18776	1	0	0
ZYXI	2014-01-10	19,977	42,054	0.555583	1	0	0
ZYXI	2014-01-17	25,500	147,552	0.148975	1	0	0

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