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
ZWS	2025-03-14	919,324	1,848,806	0.571995	0.006987	0.992268	0.000745
ZWS	2025-03-21	1,058,774	3,159,286	0.547691	0.004973	0.994901	0.000126
ZWS	2025-03-28	796,283	1,584,400	0.655559	0.005414	0.993283	0.001303
ZWS	2025-04-04	606,167	1,392,448	0.708114	0.008798	0.990189	0.001013
ZYBT	2025-01-10	24,731	138,666	0.287708	0.041965	0.958035	0
ZYBT	2025-01-17	18,842	200,579	0.493222	0.214834	0.779741	0.005424
ZYBT	2025-01-24	901	10,302	0.068463	null	null	null
ZYBT	2025-01-31	2,669	8,994	0.242154	0	1	0
ZYBT	2025-02-07	3,632	21,517	0.408299	0	1	0
ZYBT	2025-02-14	3,783	20,039	0.407771	0.139321	0.860679	0
ZYBT	2025-02-21	1,590	2,685	0.339241	null	null	null
ZYBT	2025-02-28	8,809	17,680	0.569348	0.000179	0.999821	0
ZYBT	2025-03-07	1,209	15,408	0.385411	0.008939	0.991061	0
ZYBT	2025-03-14	751	2,789	0.365175	0	1	0
ZYBT	2025-03-21	3,114	27,465	0.433258	null	null	null
ZYBT	2025-03-28	115,136	263,000	0.618819	0.09092	0.90908	0
ZYBT	2025-04-04	32,148	82,886	0.66017	0.007419	0.992581	0
ZYME	2017-04-28	175,331	869,261	null	null	null	null
ZYME	2017-05-05	78,870	235,849	0.269995	0.535619	0.464381	0
ZYME	2017-05-12	32,933	116,333	0.300044	0.47849	0.52151	0
ZYME	2017-05-19	15,585	67,818	0.383717	0.603678	0.396322	0
ZYME	2017-05-26	34,323	91,434	0.318601	0.595952	0.381888	0.02216
ZYME	2017-06-02	46,024	121,161	0.333627	0.685242	0.314758	0
ZYME	2017-06-09	80,778	203,330	0.341169	0.756441	0.238758	0.004801
ZYME	2017-06-16	68,794	221,839	0.38892	0.795599	0.185403	0.018998
ZYME	2017-06-23	50,483	103,994	0.417047	0.70819	0.290558	0.001252
ZYME	2017-06-30	49,720	168,065	0.481268	0.726527	0.271335	0.002138
ZYME	2017-07-07	12,280	35,139	0.453932	0.617278	0.382627	0.000095
ZYME	2017-07-14	34,872	95,165	0.303278	0.785936	0.214064	0
ZYME	2017-07-21	26,970	220,486	0.292383	0.752642	0.247358	0
ZYME	2017-07-28	25,698	197,431	0.352781	0.68139	0.316403	0.002207
ZYME	2017-08-04	23,604	62,052	0.304027	0.624649	0.370048	0.005304
ZYME	2017-08-11	14,119	35,523	0.450169	0.670081	0.329919	0
ZYME	2017-08-18	13,666	48,818	0.275112	0.663735	0.336265	0
ZYME	2017-08-25	22,046	50,378	0.586939	0.728934	0.271066	0
ZYME	2017-09-01	19,456	57,591	0.424583	0.700158	0.299842	0
ZYME	2017-09-08	30,801	72,603	0.468756	0.685147	0.314853	0
ZYME	2017-09-15	56,880	90,819	0.647832	0.686689	0.293931	0.019381
ZYME	2017-09-22	30,093	51,327	0.516725	0.698525	0.292951	0.008524
ZYME	2017-09-29	5,827	12,545	0.600399	0.34466	0.633298	0.022041
ZYME	2017-10-06	19,702	63,259	0.463021	0.608883	0.391117	0
ZYME	2017-10-13	6,894	22,592	0.323941	0.399353	0.595537	0.00511
ZYME	2017-10-20	9,378	20,832	0.37507	null	null	null
ZYME	2017-10-27	6,753	15,360	0.650361	0.244721	0.755279	0
ZYME	2017-11-03	8,031	22,418	0.411747	0.551579	0.448421	0
ZYME	2017-11-10	9,433	19,930	0.614673	0.606484	0.393516	0
ZYME	2017-11-17	168,905	497,901	0.423831	0.662004	0.33066	0.007337
ZYME	2017-11-24	32,155	66,572	0.49628	0.586947	0.413053	0
ZYME	2017-12-01	29,090	61,680	0.470267	0.759362	0.237153	0.003485
ZYME	2017-12-08	43,758	106,950	0.487591	0.569246	0.430754	0
ZYME	2017-12-15	21,800	65,672	0.422534	0.469216	0.527248	0.003536
ZYME	2017-12-22	15,253	36,794	0.531052	0.479198	0.520802	0
ZYME	2017-12-29	22,379	56,451	0.618065	0.640187	0.354936	0.004877
ZYME	2018-01-05	10,468	39,047	0.528665	0.409288	0.575602	0.01511
ZYME	2018-01-12	28,641	84,312	0.534957	0.600297	0.398464	0.001239
ZYME	2018-01-19	36,475	86,411	0.578391	0.65674	0.292759	0.050502
ZYME	2018-01-26	59,260	152,780	0.639158	0.695586	0.303571	0.000843
ZYME	2018-02-02	75,194	203,261	0.569168	0.617442	0.37545	0.007108
ZYME	2018-02-09	59,363	123,165	0.562595	0.660982	0.336655	0.002363
ZYME	2018-02-16	56,464	138,584	0.56106	0.63492	0.358613	0.006467
ZYME	2018-02-23	14,944	91,091	0.353119	0.598342	0.401658	0
ZYME	2018-03-02	14,744	53,192	0.457349	0.452199	0.547801	0
ZYME	2018-03-09	25,551	41,594	0.62239	0.611032	0.327075	0.061893
ZYME	2018-03-16	35,328	84,215	0.60386	0.627386	0.288746	0.083867
ZYME	2018-03-23	51,708	148,293	0.481491	0.633586	0.366414	0
ZYME	2018-03-30	62,543	114,315	0.59063	0.651502	0.3472	0.001298
ZYME	2018-04-06	29,076	73,716	0.623819	0.511742	0.479124	0.009134
ZYME	2018-04-13	50,144	143,702	0.579578	0.6183	0.379534	0.002166
ZYME	2018-04-20	70,456	132,100	0.683556	0.648703	0.350828	0.000469
ZYME	2018-04-27	189,728	438,426	0.523671	0.55703	0.364704	0.078267
ZYME	2018-05-04	106,058	222,952	0.451293	0.595856	0.393633	0.010511
ZYME	2018-05-11	51,997	157,406	0.452101	0.60935	0.379706	0.010944
ZYME	2018-05-18	200,591	598,088	0.337956	0.646755	0.344238	0.009007
ZYME	2018-05-25	333,206	1,089,526	0.405844	0.517238	0.469729	0.013033
ZYME	2018-06-01	774,320	1,618,714	0.477666	0.641628	0.352389	0.005983
ZYME	2018-06-08	917,769	2,798,310	0.412833	0.690345	0.302272	0.007383
ZYME	2018-06-15	314,935	730,823	0.393745	0.656482	0.335525	0.007992
ZYME	2018-06-22	322,766	737,219	0.474055	0.617809	0.376644	0.005547
ZYME	2018-06-29	212,767	491,837	0.48845	0.517085	0.478184	0.004732
ZYME	2018-07-06	122,444	319,142	0.49525	0.652605	0.342978	0.004417
ZYME	2018-07-13	99,156	273,332	0.491107	0.465698	0.519762	0.01454
ZYME	2018-07-20	204,577	471,623	0.507934	0.624611	0.370643	0.004746
ZYME	2018-07-27	253,576	496,771	0.569854	0.590412	0.397569	0.01202
ZYME	2018-08-03	277,195	586,111	0.517068	0.65141	0.339315	0.009275
ZYME	2018-08-10	185,242	386,249	0.484384	0.583686	0.408361	0.007953
ZYME	2018-08-17	107,339	322,280	0.399866	0.654964	0.333957	0.011079
ZYME	2018-08-24	96,090	300,181	0.429505	0.522382	0.471183	0.006435
ZYME	2018-08-31	65,258	221,589	0.358868	0.566032	0.42522	0.008748
ZYME	2018-09-07	117,816	396,621	0.387284	0.581949	0.405728	0.012323
ZYME	2018-09-14	230,928	574,770	0.339985	0.47049	0.52539	0.004121
ZYME	2018-09-21	364,576	728,895	0.495409	0.60521	0.392432	0.002359
ZYME	2018-09-28	218,756	413,198	0.552865	0.589443	0.406083	0.004474
ZYME	2018-10-05	207,344	365,505	0.512491	0.485043	0.508045	0.006912
ZYME	2018-10-12	191,021	536,258	0.461378	0.631894	0.362297	0.005809
ZYME	2018-10-19	93,966	197,808	0.449352	0.511334	0.48367	0.004996
ZYME	2018-10-26	183,791	341,559	0.525163	0.550092	0.442926	0.006982
ZYME	2018-11-02	141,247	308,909	0.48786	0.589813	0.3979	0.012287
ZYME	2018-11-09	199,962	397,009	0.508327	0.614136	0.32215	0.063714
ZYME	2018-11-16	137,715	242,310	0.633488	0.506183	0.423488	0.070328
ZYME	2018-11-23	76,521	155,328	0.495936	0.483959	0.484006	0.032035

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