Split (1)

train · 2.55M 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
ZNTL	2022-05-27	1,164,954	1,478,366	0.813293	0.535893	0.35807	0.106036
ZNTL	2022-06-03	1,075,051	1,274,431	0.84606	0.712731	0.251571	0.035697
ZNTL	2022-06-10	924,784	1,187,690	0.775339	0.666114	0.298693	0.035193
ZNTL	2022-06-17	936,606	1,353,877	0.717302	0.646313	0.308872	0.044815
ZNTL	2022-06-24	1,050,165	1,787,966	0.754199	0.644776	0.306538	0.048685
ZNTL	2022-07-01	928,598	1,596,992	0.731209	0.613369	0.348305	0.038325
ZNTL	2022-07-08	770,412	1,864,391	0.639431	0.598086	0.362431	0.039483
ZNTL	2022-07-15	763,464	1,302,000	0.707733	0.600496	0.33556	0.063943
ZNTL	2022-07-22	508,577	1,036,610	0.693834	0.561638	0.339114	0.099247
ZNTL	2022-07-29	444,386	771,174	0.747438	0.628932	0.306263	0.064805
ZNTL	2022-08-05	874,478	1,500,891	0.718504	0.671028	0.290964	0.038008
ZNTL	2022-08-12	1,631,726	2,589,698	0.719465	0.680534	0.283767	0.035699
ZNTL	2022-08-19	952,018	1,431,898	0.724561	0.694681	0.269744	0.035575
ZNTL	2022-08-26	676,339	1,120,984	0.678501	0.660386	0.277642	0.061972
ZNTL	2022-09-02	775,139	1,198,815	0.724961	0.678309	0.265843	0.055848
ZNTL	2022-09-09	708,155	1,112,963	0.689954	0.633579	0.317061	0.049359
ZNTL	2022-09-16	1,447,031	2,433,353	0.662899	0.598355	0.343773	0.057872
ZNTL	2022-09-23	569,576	981,414	0.610115	0.57143	0.356669	0.071901
ZNTL	2022-09-30	627,959	1,325,425	0.550661	0.51108	0.331405	0.157515
ZNTL	2022-10-07	669,228	1,471,311	0.6669	0.548756	0.322871	0.128373
ZNTL	2022-10-14	623,314	1,001,750	0.736954	0.586749	0.280682	0.132569
ZNTL	2022-10-21	483,056	714,220	0.717366	0.608156	0.321162	0.070682
ZNTL	2022-10-28	486,079	602,879	0.809962	0.609284	0.305701	0.085015
ZNTL	2022-11-04	544,727	792,077	0.769975	0.584233	0.327668	0.088098
ZNTL	2022-11-11	1,282,576	1,940,414	0.664366	0.644778	0.304019	0.051203
ZNTL	2022-11-18	840,204	1,040,611	0.80103	0.689576	0.260533	0.049891
ZNTL	2022-11-25	318,473	428,835	0.680332	0.684633	0.255766	0.059601
ZNTL	2022-12-02	908,724	1,293,109	0.703695	0.710507	0.248254	0.04124
ZNTL	2022-12-09	843,780	979,625	0.784594	0.692333	0.2722	0.035466
ZNTL	2022-12-16	670,232	824,403	0.808833	0.667212	0.29365	0.039137
ZNTL	2022-12-23	540,087	654,996	0.828283	0.696125	0.273651	0.030224
ZNTL	2022-12-30	904,292	1,183,578	0.770933	0.706473	0.256077	0.03745
ZNTL	2023-01-06	822,459	1,327,105	0.729707	0.713892	0.25224	0.033868
ZNTL	2023-01-13	1,626,568	2,212,165	0.742542	0.776117	0.193632	0.030251
ZNTL	2023-01-20	450,138	835,045	0.699943	0.702606	0.229281	0.068112
ZNTL	2023-01-27	249,567	818,917	0.587539	0.66837	0.254246	0.077383
ZNTL	2023-02-03	564,822	1,103,736	0.649724	0.666633	0.262281	0.071086
ZNTL	2023-02-10	667,861	1,005,279	0.654811	0.662402	0.296395	0.041203
ZNTL	2023-02-17	788,648	1,447,709	0.543263	0.766109	0.189816	0.044075
ZNTL	2023-02-24	637,020	1,075,979	0.702823	0.657707	0.300159	0.042134
ZNTL	2023-03-03	407,872	788,361	0.672753	0.63516	0.315782	0.049058
ZNTL	2023-03-10	553,642	902,619	0.612554	0.685492	0.259811	0.054697
ZNTL	2023-03-17	747,653	2,265,391	0.569377	0.679509	0.261059	0.059432
ZNTL	2023-03-24	1,350,391	2,196,152	0.604421	0.832671	0.136461	0.030868
ZNTL	2023-03-31	1,093,216	1,651,575	0.641619	0.748227	0.202799	0.048974
ZNTL	2023-04-07	538,947	757,118	0.682343	0.782191	0.173928	0.043881
ZNTL	2023-04-14	866,253	1,436,064	0.599145	0.767771	0.186179	0.04605
ZNTL	2023-04-21	676,342	892,313	0.754826	0.688721	0.251404	0.059875
ZNTL	2023-04-28	899,020	1,735,902	0.683499	0.725378	0.229228	0.045394
ZNTL	2023-05-05	978,182	2,598,073	0.593241	0.738571	0.194838	0.06659
ZNTL	2023-05-12	949,309	2,373,026	0.564169	0.779851	0.177079	0.04307
ZNTL	2023-05-19	1,099,526	2,162,753	0.674747	0.73203	0.21792	0.050051
ZNTL	2023-05-26	3,811,198	5,968,022	0.56715	0.769649	0.204048	0.026303
ZNTL	2023-06-02	1,211,687	2,726,111	0.454548	0.586559	0.394227	0.019214
ZNTL	2023-06-09	1,500,954	2,688,489	0.499818	0.7662	0.228336	0.005463
ZNTL	2023-06-16	990,686	1,834,380	0.507618	0.749773	0.244322	0.005905
ZNTL	2023-06-23	883,189	1,339,100	0.711847	0.727373	0.26054	0.012087
ZNTL	2023-06-30	331,045	545,387	0.63021	0.470254	0.503455	0.026291
ZNTL	2023-07-07	52,498	76,815	0.734318	0.055716	0.875441	0.068843
ZNTL	2023-07-14	95,179	126,646	0.784896	0.04489	0.882521	0.07259
ZNTL	2023-07-21	81,837	148,356	0.694724	0.046048	0.905727	0.048226
ZNTL	2023-07-28	63,237	95,816	0.764665	0.071147	0.872938	0.055915
ZNTL	2023-08-04	70,135	90,087	0.804934	0.086729	0.856774	0.056497
ZNTL	2023-08-11	115,918	153,152	0.760186	0.051049	0.88243	0.066521
ZNTL	2023-08-18	158,604	206,900	0.711654	0.070841	0.856532	0.072627
ZNTL	2023-08-25	97,312	143,367	0.663069	0.054299	0.899562	0.046139
ZNTL	2023-09-01	85,305	114,947	0.695369	0.097024	0.800652	0.102324
ZNTL	2023-09-08	112,952	182,280	0.543278	0.046432	0.891889	0.061679
ZNTL	2023-09-15	91,736	151,257	0.626108	0.047295	0.888805	0.0639
ZNTL	2023-09-22	121,767	168,040	0.748189	0.094897	0.772786	0.132317
ZNTL	2023-09-29	177,928	298,926	0.619028	0.045059	0.884701	0.07024
ZNTL	2023-10-06	258,684	418,429	0.700654	0.060637	0.849203	0.09016
ZNTL	2023-10-13	132,786	231,950	0.722124	0.062524	0.786392	0.151084
ZNTL	2023-10-20	127,074	184,429	0.780105	0.035908	0.877171	0.086921
ZNTL	2023-10-27	205,601	300,234	0.734816	0.042083	0.838311	0.119606
ZNTL	2023-11-03	161,398	245,010	0.728288	0.042359	0.784027	0.173613
ZNTL	2023-11-10	816,002	2,352,144	0.400563	0.101839	0.876887	0.021273
ZNTL	2023-11-17	155,021	323,720	0.458292	0.043182	0.873911	0.082908
ZNTL	2023-11-24	82,379	126,772	0.603268	0.080437	0.869467	0.050096
ZNTL	2023-12-01	132,702	215,652	0.606326	0.044111	0.897958	0.05793
ZNTL	2023-12-08	131,744	262,420	0.533664	0.052074	0.845003	0.102923
ZNTL	2023-12-15	312,298	509,414	0.598779	0.041658	0.905997	0.052345
ZNTL	2023-12-22	245,280	349,946	0.684173	0.044078	0.786405	0.169517
ZNTL	2023-12-29	106,723	158,836	0.607714	0.028207	0.85727	0.114523
ZNTL	2024-01-05	129,731	168,582	0.813075	0.035379	0.839279	0.125342
ZNTL	2024-01-12	194,816	300,986	0.643624	0.027949	0.875285	0.096765
ZNTL	2024-01-19	106,571	177,052	0.644422	0.039356	0.915465	0.045179
ZNTL	2024-01-26	152,030	207,751	0.737671	0.048342	0.85396	0.097698
ZNTL	2024-02-02	153,549	237,315	0.671861	0.031064	0.89965	0.069287
ZNTL	2024-02-09	144,155	225,249	0.651644	0.029503	0.923663	0.046834
ZNTL	2024-02-16	180,070	260,036	0.757689	0.06362	0.86695	0.06943
ZNTL	2024-02-23	174,483	251,909	0.747264	0.030583	0.890677	0.07874
ZNTL	2024-03-01	271,483	386,678	0.715481	0.032077	0.871225	0.096698
ZNTL	2024-03-08	408,170	489,925	0.847505	0.035092	0.879283	0.085625
ZNTL	2024-03-15	332,714	570,479	0.748631	0.046385	0.894046	0.059569
ZNTL	2024-03-22	141,732	190,866	0.79157	0.018669	0.895338	0.085993
ZNTL	2024-03-29	94,138	136,573	0.774928	0.051984	0.846812	0.101204
ZNTL	2024-04-05	173,252	247,130	0.791221	0.048457	0.858536	0.093006
ZNTL	2024-04-12	175,632	235,786	0.756134	0.045309	0.847453	0.107238
ZNTL	2024-04-19	145,917	221,305	0.715112	0.030909	0.901459	0.067632

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