Split (1)

train · 2.57M 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
ZTS	2025-08-22	1,162,069	3,405,357	0.433494	0.021734	0.978266	0
ZTS	2025-08-29	1,249,678	3,576,167	0.419075	0.011378	0.988622	0
ZTS	2025-09-05	953,772	2,412,361	0.410043	0.015153	0.984847	0
ZTS	2025-09-12	1,903,056	4,151,657	0.605327	0.021356	0.978644	0
ZTS	2025-09-19	2,164,026	5,021,193	0.549632	0.019962	0.980038	0
ZTS	2025-09-26	1,463,489	4,247,954	0.405975	0.017024	0.982976	0
ZTS	2025-10-03	1,711,165	4,783,396	0.409087	0.017385	0.982615	0
ZTS	2025-10-10	1,219,493	3,981,136	0.437832	0.020534	0.979466	0
ZTS	2025-10-17	1,482,210	4,795,482	0.449215	0.016206	0.983794	0
ZTS	2025-10-24	1,177,756	2,832,175	0.529697	0.015022	0.984978	0
ZTS	2025-10-31	1,752,694	4,022,848	0.585208	0.023978	0.976022	0
ZTS	2025-11-07	2,279,048	9,187,461	0.374444	0.02583	0.97417	0
ZTS	2025-11-14	1,366,573	6,147,601	0.229254	0.017637	0.982363	0
ZTS	2025-11-21	1,958,632	7,829,891	0.326255	0.015592	0.984408	0
ZTS	2025-11-28	1,543,472	5,325,094	0.428963	0.010429	0.989571	0
ZTS	2025-12-05	3,407,997	7,831,752	0.483686	0.01181	0.98819	0
ZTS	2025-12-12	2,754,525	7,983,576	0.267751	0.009139	0.990861	0
ZTS	2025-12-19	5,723,566	17,389,844	0.473369	0.015143	0.984857	0
ZTS	2025-12-26	2,126,785	4,188,153	0.696973	0.029217	0.970783	0
ZTS	2026-01-02	1,921,184	4,372,212	0.663242	0.02053	0.97947	0
ZTS	2026-01-09	3,276,711	6,077,518	0.673724	0.014132	0.985868	0
ZTS	2026-01-16	3,592,864	8,160,009	0.628176	0.012819	0.987181	0
ZTS	2026-01-23	2,043,122	4,949,082	0.537637	0.020019	0.979981	0
ZTS	2026-01-30	3,017,286	6,763,606	0.547858	0.032496	0.967504	0
ZUMZ	2011-01-07	893,375	1,592,324	0.573581	0.201603	0.752624	0.045773
ZUMZ	2011-01-14	350,032	588,849	0.655042	0.261057	0.6429	0.096042
ZUMZ	2011-01-21	262,267	415,040	0.646312	0.27747	0.598144	0.124386
ZUMZ	2011-01-28	283,829	531,121	0.566091	0.192771	0.750261	0.056969
ZUMZ	2011-02-04	528,219	818,752	0.681106	0.281715	0.624707	0.093578
ZUMZ	2011-02-11	262,409	413,245	0.641127	0.222668	0.651072	0.12626
ZUMZ	2011-02-18	221,138	371,629	0.60685	0.202999	0.659597	0.137405
ZUMZ	2011-02-25	253,214	456,606	0.566419	0.278145	0.660772	0.061083
ZUMZ	2011-03-04	793,807	1,169,556	0.692707	0.237048	0.571064	0.191888
ZUMZ	2011-03-11	662,800	1,007,110	0.695133	0.256026	0.65867	0.085304
ZUMZ	2011-03-18	764,150	1,071,817	0.722716	0.232954	0.639877	0.127169
ZUMZ	2011-03-25	433,603	980,737	0.426985	0.255094	0.651152	0.093754
ZUMZ	2011-04-01	813,771	1,294,637	0.63353	0.250391	0.677182	0.072427
ZUMZ	2011-04-08	555,825	971,085	0.613334	0.306975	0.590927	0.102098
ZUMZ	2011-04-15	564,729	872,492	0.683959	0.284952	0.620548	0.0945
ZUMZ	2011-04-22	252,782	369,143	0.659158	0.236734	0.635048	0.128218
ZUMZ	2011-04-29	148,143	324,521	0.50207	0.271748	0.533636	0.194616
ZUMZ	2011-05-06	451,451	717,130	0.687313	0.287265	0.60545	0.107285
ZUMZ	2011-05-13	308,431	644,041	0.468458	0.193261	0.659679	0.14706
ZUMZ	2011-05-20	497,305	965,990	0.513449	0.237707	0.628439	0.133854
ZUMZ	2011-05-27	527,630	885,317	0.628275	0.268739	0.639229	0.092031
ZUMZ	2011-06-03	548,350	1,294,488	0.476617	0.241171	0.601504	0.157325
ZUMZ	2011-06-10	627,537	1,302,437	0.52956	0.223838	0.64632	0.129842
ZUMZ	2011-06-17	657,175	1,079,989	0.62532	0.294753	0.570244	0.135003
ZUMZ	2011-06-24	382,209	653,776	0.627507	0.181829	0.718631	0.09954
ZUMZ	2011-07-01	312,189	606,922	0.584963	0.230318	0.69841	0.071272
ZUMZ	2011-07-08	668,179	1,106,483	0.587905	0.299961	0.610081	0.089958
ZUMZ	2011-07-15	290,039	614,023	0.534661	0.321967	0.578695	0.099338
ZUMZ	2011-07-22	298,665	495,489	0.5997	0.204787	0.587663	0.20755
ZUMZ	2011-07-29	259,043	524,449	0.462744	0.128084	0.698104	0.173813
ZUMZ	2011-08-05	879,409	1,543,158	0.574606	0.328671	0.603273	0.068057
ZUMZ	2011-08-12	507,634	1,071,368	0.515674	0.316591	0.61413	0.069279
ZUMZ	2011-08-19	604,010	1,176,030	0.568677	0.291661	0.620449	0.08789
ZUMZ	2011-08-26	587,437	1,295,039	0.460387	0.284358	0.646699	0.068943
ZUMZ	2011-09-02	1,063,392	1,743,059	0.644343	0.355723	0.585571	0.058705
ZUMZ	2011-09-09	697,111	1,180,193	0.621485	0.167726	0.609271	0.223004
ZUMZ	2011-09-16	649,859	1,015,957	0.67851	0.246345	0.672399	0.081257
ZUMZ	2011-09-23	775,376	1,233,583	0.650353	0.271273	0.519802	0.208925
ZUMZ	2011-09-30	415,820	758,805	0.590292	0.296147	0.624554	0.0793
ZUMZ	2011-10-07	958,969	1,659,584	0.590794	0.29974	0.649903	0.050358
ZUMZ	2011-10-14	385,312	654,474	0.608227	0.282476	0.595933	0.121591
ZUMZ	2011-10-21	411,365	702,101	0.630857	0.310183	0.597729	0.092088
ZUMZ	2011-10-28	511,470	845,110	0.631735	0.335101	0.531103	0.133796
ZUMZ	2011-11-04	425,975	779,021	0.563643	0.241105	0.661341	0.097554
ZUMZ	2011-11-11	290,332	551,219	0.566452	0.336757	0.540785	0.122458
ZUMZ	2011-11-18	328,616	567,790	0.604793	0.285604	0.621969	0.092428
ZUMZ	2011-11-25	215,650	362,740	0.597103	0.300954	0.63031	0.068737
ZUMZ	2011-12-02	1,183,018	1,958,600	0.684267	0.358635	0.582609	0.058756
ZUMZ	2011-12-09	725,074	1,567,823	0.53856	0.359439	0.493131	0.14743
ZUMZ	2011-12-16	671,377	1,166,143	0.584577	0.388751	0.52355	0.087699
ZUMZ	2011-12-23	574,358	859,518	0.653431	0.457613	0.44481	0.097577
ZUMZ	2011-12-30	266,080	498,674	0.488174	0.338747	0.545624	0.115629
ZUMZ	2012-01-06	1,356,832	2,510,538	0.56755	0.36532	0.580792	0.053888
ZUMZ	2012-01-13	547,250	936,252	0.562022	0.3916	0.5405	0.0679
ZUMZ	2012-01-20	394,478	665,576	0.575802	0.241765	0.648708	0.109527
ZUMZ	2012-01-27	241,312	567,957	0.443363	0.244073	0.664702	0.091225
ZUMZ	2012-02-03	666,381	1,192,136	0.519501	0.357582	0.532545	0.109873
ZUMZ	2012-02-10	261,869	690,585	0.393367	0.347834	0.496155	0.156012
ZUMZ	2012-02-17	338,291	648,901	0.550126	0.331343	0.585243	0.083414
ZUMZ	2012-02-24	473,263	780,848	0.620425	0.198004	0.738533	0.063463
ZUMZ	2012-03-02	764,989	1,370,271	0.574032	0.308978	0.607799	0.083224
ZUMZ	2012-03-09	701,615	1,195,928	0.572935	0.342125	0.574953	0.082922
ZUMZ	2012-03-16	506,987	768,152	0.66972	0.2877	0.650259	0.062041
ZUMZ	2012-03-23	257,274	480,911	0.526772	0.218614	0.73334	0.048046
ZUMZ	2012-03-30	307,681	578,244	0.540898	0.28533	0.635841	0.078828
ZUMZ	2012-04-06	488,736	683,351	0.725177	0.232273	0.71428	0.053448
ZUMZ	2012-04-13	324,451	592,749	0.568263	0.307	0.629834	0.063166
ZUMZ	2012-04-20	382,198	629,736	0.614358	0.240466	0.687059	0.072475
ZUMZ	2012-04-27	395,813	629,597	0.617508	0.229396	0.697913	0.072692
ZUMZ	2012-05-04	639,017	943,211	0.674897	0.332425	0.531376	0.136199
ZUMZ	2012-05-11	429,770	598,636	0.711159	0.318077	0.575428	0.106494
ZUMZ	2012-05-18	932,205	1,474,588	0.670124	0.37577	0.487481	0.136749
ZUMZ	2012-05-25	503,620	714,427	0.699973	0.356765	0.568075	0.07516
ZUMZ	2012-06-01	573,767	861,156	0.665469	0.323489	0.528104	0.148407
ZUMZ	2012-06-08	841,444	1,062,526	0.79077	0.272524	0.622087	0.105389
ZUMZ	2012-06-15	501,493	687,493	0.726222	0.397744	0.543959	0.058297

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