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
ZYXI	2018-02-23	31,139	87,465	0.325506	1	0	0
ZYXI	2018-03-02	120,988	243,740	0.412084	1	0	0
ZYXI	2018-03-09	101,302	265,909	0.385627	1	0	0
ZYXI	2018-03-16	63,376	109,445	0.557772	1	0	0
ZYXI	2018-03-23	67,317	109,854	0.542672	1	0	0
ZYXI	2018-03-30	18,904	69,652	0.326068	1	0	0
ZYXI	2018-04-06	33,940	104,165	0.353867	1	0	0
ZYXI	2018-04-13	23,107	57,156	0.545304	1	0	0
ZYXI	2018-04-20	58,897	127,279	0.460528	1	0	0
ZYXI	2018-04-27	45,905	70,586	0.589671	1	0	0
ZYXI	2018-05-04	49,914	97,710	0.476443	1	0	0
ZYXI	2018-05-11	95,909	182,829	0.507141	1	0	0
ZYXI	2018-05-18	65,562	126,002	0.56271	1	0	0
ZYXI	2018-05-25	58,205	128,131	0.508371	1	0	0
ZYXI	2018-06-01	28,458	78,586	0.302552	1	0	0
ZYXI	2018-06-08	84,474	149,157	0.590935	1	0	0
ZYXI	2018-06-15	35,540	121,137	0.29358	1	0	0
ZYXI	2018-06-22	27,488	88,501	0.458426	1	0	0
ZYXI	2018-06-29	40,743	76,706	0.534315	1	0	0
ZYXI	2018-07-06	74,941	154,553	0.51012	1	0	0
ZYXI	2018-07-13	44,804	85,843	0.311414	1	0	0
ZYXI	2018-07-20	25,380	90,563	0.285329	1	0	0
ZYXI	2018-07-27	100,694	286,079	0.268244	1	0	0
ZYXI	2018-08-03	77,128	219,267	0.360896	1	0	0
ZYXI	2018-08-10	153,818	281,388	0.528983	1	0	0
ZYXI	2018-08-17	191,207	260,998	0.656507	1	0	0
ZYXI	2018-08-24	87,096	159,155	0.529527	1	0	0
ZYXI	2018-08-31	62,975	200,790	0.30152	1	0	0
ZYXI	2018-09-07	35,413	81,312	0.51287	1	0	0
ZYXI	2018-09-14	62,564	89,671	0.714158	1	0	0
ZYXI	2018-09-21	95,474	115,775	0.778764	1	0	0
ZYXI	2018-09-28	39,261	50,391	0.773329	1	0	0
ZYXI	2018-10-05	88,731	167,305	0.596748	1	0	0
ZYXI	2018-10-12	56,278	84,612	0.633089	1	0	0
ZYXI	2018-10-19	63,307	86,750	0.769679	1	0	0
ZYXI	2018-10-26	43,904	65,683	0.737509	1	0	0
ZYXI	2018-11-02	42,549	69,635	0.551665	1	0	0
ZYXI	2018-11-09	71,478	103,816	0.632198	1	0	0
ZYXI	2018-11-16	17,282	44,444	0.3012	1	0	0
ZYXI	2018-11-23	18,449	34,710	0.504569	1	0	0
ZYXI	2018-11-30	13,499	23,957	0.489411	1	0	0
ZYXI	2018-12-07	55,213	110,138	0.529118	1	0	0
ZYXI	2018-12-14	12,688	24,600	0.568345	1	0	0
ZYXI	2018-12-21	26,147	97,912	0.335103	1	0	0
ZYXI	2018-12-28	19,022	71,602	0.302021	1	0	0
ZYXI	2019-01-04	28,235	40,320	0.681976	1	0	0
ZYXI	2019-01-11	28,406	48,429	0.450678	1	0	0
ZYXI	2019-01-18	117,522	220,777	0.593795	1	0	0
ZYXI	2019-01-25	134,912	187,918	0.630099	1	0	0
ZYXI	2019-02-01	72,176	125,309	0.582808	1	0	0
ZYXI	2019-02-08	96,265	212,123	0.388394	1	0	0
ZYXI	2019-02-15	98,717	204,760	0.518278	0.865819	0.134181	0
ZYXI	2019-02-22	77,995	187,333	0.600213	0.882664	0.115054	0.002282
ZYXI	2019-03-01	146,923	320,790	0.595768	0.821142	0.094912	0.083945
ZYXI	2019-03-08	70,669	199,590	0.485887	0.890149	0.106523	0.003328
ZYXI	2019-03-15	40,118	113,853	0.473321	0.933602	0.063159	0.003239
ZYXI	2019-03-22	50,533	112,889	0.554245	0.847327	0.152673	0
ZYXI	2019-03-29	20,126	59,698	0.404415	0.909447	0.090553	0
ZYXI	2019-04-05	45,038	104,261	0.467795	0.896485	0.100918	0.002597
ZYXI	2019-04-12	139,053	320,746	0.475996	0.896202	0.102966	0.000832
ZYXI	2019-04-19	63,490	126,009	0.500336	0.897887	0.094186	0.007928
ZYXI	2019-04-26	122,711	210,596	0.545883	0.88396	0.10562	0.01042
ZYXI	2019-05-03	548,874	1,004,631	0.605441	0.842102	0.152637	0.005261
ZYXI	2019-05-10	288,136	632,552	0.471256	0.823041	0.136419	0.04054
ZYXI	2019-05-17	370,345	734,273	0.542619	0.856569	0.135243	0.008188
ZYXI	2019-05-24	278,623	578,589	0.611335	0.894751	0.102274	0.002975
ZYXI	2019-05-31	120,595	217,843	0.626043	0.830651	0.166558	0.002792
ZYXI	2019-06-07	441,202	1,045,912	0.550757	0.788082	0.185388	0.02653
ZYXI	2019-06-14	552,619	1,139,746	0.541774	0.79673	0.184061	0.019209
ZYXI	2019-06-21	1,076,628	1,917,211	0.600847	0.758909	0.216936	0.024154
ZYXI	2019-06-28	1,417,379	2,690,349	0.666555	0.790001	0.170064	0.039936
ZYXI	2019-07-05	533,876	795,457	0.764465	0.736228	0.205789	0.057983
ZYXI	2019-07-12	796,318	1,131,643	0.775862	0.687991	0.238382	0.073627
ZYXI	2019-07-19	555,653	967,421	0.641382	0.725639	0.226192	0.048169
ZYXI	2019-07-26	397,358	529,250	0.772348	0.797353	0.147606	0.05504
ZYXI	2019-08-02	772,924	1,064,093	0.746164	0.734259	0.226662	0.039079
ZYXI	2019-08-09	314,724	475,222	0.74957	0.746646	0.208447	0.044908
ZYXI	2019-08-16	809,148	1,199,508	0.717147	0.737412	0.222966	0.039622
ZYXI	2019-08-23	901,257	1,634,919	0.686538	0.740326	0.216572	0.043102
ZYXI	2019-08-30	376,913	506,537	0.824582	0.746935	0.198344	0.054721
ZYXI	2019-09-06	293,763	425,965	0.685344	0.759281	0.163069	0.07765
ZYXI	2019-09-13	461,663	871,558	0.59269	0.67657	0.219636	0.103794
ZYXI	2019-09-20	410,641	712,376	0.631422	0.672688	0.290195	0.037117
ZYXI	2019-09-27	369,168	581,047	0.71828	0.669818	0.27512	0.055061
ZYXI	2019-10-04	1,690,509	2,664,756	0.67408	0.798393	0.168602	0.033005
ZYXI	2019-10-11	1,022,705	1,736,862	0.646187	0.815004	0.151429	0.033567
ZYXI	2019-10-18	958,831	1,595,225	0.706076	0.809839	0.121093	0.069068
ZYXI	2019-10-25	1,502,973	2,613,997	0.652268	0.759359	0.156653	0.083988
ZYXI	2019-11-01	825,053	1,281,244	0.688391	0.752065	0.178354	0.069581
ZYXI	2019-11-08	683,732	990,351	0.731149	0.823048	0.143534	0.033418
ZYXI	2019-11-15	262,416	446,630	0.663207	0.807317	0.143236	0.049447
ZYXI	2019-11-22	268,956	456,297	0.687243	0.680932	0.233164	0.085904
ZYXI	2019-11-29	712,794	1,421,047	0.557722	0.828426	0.148649	0.022925
ZYXI	2019-12-06	461,230	733,889	0.613308	0.794863	0.149172	0.055965
ZYXI	2019-12-13	591,858	1,057,428	0.542953	0.744997	0.141821	0.113183
ZYXI	2019-12-20	828,282	1,800,414	0.511284	0.7515	0.148936	0.099564
ZYXI	2019-12-27	254,549	507,773	0.562062	0.721048	0.241451	0.037502
ZYXI	2020-01-03	255,386	406,221	0.634383	0.784766	0.148353	0.066881
ZYXI	2020-01-10	1,120,686	2,099,781	0.609108	0.85887	0.111198	0.029933
ZYXI	2020-01-17	680,950	1,052,069	0.694381	0.759251	0.142607	0.098142

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