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	2021-10-22	1,400,967	3,412,064	0.500205	0.331863	0.628906	0.039232
ZTS	2021-10-29	2,961,427	5,949,661	0.580693	0.405925	0.515191	0.078883
ZTS	2021-11-05	2,786,609	6,895,103	0.472452	0.32862	0.631435	0.039945
ZTS	2021-11-12	2,118,395	4,598,254	0.527709	0.366848	0.589684	0.043468
ZTS	2021-11-19	2,559,552	5,014,436	0.635144	0.402684	0.562425	0.034891
ZTS	2021-11-26	1,750,202	3,689,787	0.536285	0.358323	0.610364	0.031313
ZTS	2021-12-03	4,740,043	8,092,032	0.655386	0.348415	0.623381	0.028204
ZTS	2021-12-10	2,346,187	4,558,666	0.576092	0.349679	0.616768	0.033553
ZTS	2021-12-17	3,302,319	6,677,088	0.574004	0.342982	0.627564	0.029454
ZTS	2021-12-24	1,853,284	3,997,021	0.554734	0.367655	0.573102	0.059243
ZTS	2021-12-31	1,724,677	3,656,844	0.547052	0.337358	0.626724	0.035918
ZTS	2022-01-07	3,748,977	12,996,911	0.377152	0.347766	0.609577	0.042657
ZTS	2022-01-14	2,748,506	8,430,971	0.405698	0.352327	0.611032	0.036642
ZTS	2022-01-21	3,614,537	7,548,727	0.568774	0.343149	0.620388	0.036463
ZTS	2022-01-28	4,526,278	13,353,799	0.430964	0.440254	0.524429	0.035316
ZTS	2022-02-04	3,824,833	7,876,312	0.616325	0.439752	0.534126	0.026122
ZTS	2022-02-11	4,389,157	10,511,181	0.537697	0.465627	0.502811	0.031562
ZTS	2022-02-18	5,410,539	10,750,910	0.614814	0.467558	0.500481	0.031962
ZTS	2022-02-25	3,118,886	6,281,598	0.590609	0.395978	0.575983	0.028039
ZTS	2022-03-04	2,602,162	5,303,185	0.634173	0.386775	0.579503	0.033722
ZTS	2022-03-11	3,935,386	7,310,671	0.652865	0.367473	0.603914	0.028613
ZTS	2022-03-18	4,432,250	7,721,670	0.648979	0.301753	0.67848	0.019767
ZTS	2022-03-25	3,875,168	8,343,562	0.528327	0.329753	0.639631	0.030616
ZTS	2022-04-01	2,354,653	8,450,648	0.359426	0.3513	0.609116	0.039583
ZTS	2022-04-08	2,778,030	8,109,983	0.405793	0.422885	0.534244	0.042871
ZTS	2022-04-15	1,448,454	5,135,492	0.399949	0.408964	0.555756	0.03528
ZTS	2022-04-22	2,652,824	6,967,145	0.463334	0.314683	0.65383	0.031487
ZTS	2022-04-29	2,983,174	7,681,152	0.531929	0.326999	0.639468	0.033533
ZTS	2022-05-06	3,770,464	10,019,619	0.483122	0.408495	0.547222	0.044283
ZTS	2022-05-13	3,190,244	9,402,092	0.424633	0.362853	0.599288	0.037859
ZTS	2022-05-20	2,610,168	8,602,511	0.336278	0.281369	0.689709	0.028922
ZTS	2022-05-27	2,155,221	6,749,458	0.360174	0.328882	0.592881	0.078236
ZTS	2022-06-03	2,493,342	6,226,459	0.477034	0.330334	0.630321	0.039345
ZTS	2022-06-10	2,111,714	5,370,470	0.476177	0.389217	0.574683	0.036101
ZTS	2022-06-17	3,935,795	9,201,207	0.517342	0.390366	0.572757	0.036877
ZTS	2022-06-24	2,694,727	6,046,652	0.526786	0.425926	0.539284	0.03479
ZTS	2022-07-01	3,060,900	5,821,193	0.586016	0.420815	0.54791	0.031276
ZTS	2022-07-08	2,244,562	4,667,386	0.541166	0.432528	0.523749	0.043722
ZTS	2022-07-15	2,816,054	6,067,875	0.514225	0.26217	0.703195	0.034636
ZTS	2022-07-22	2,718,604	6,410,765	0.527287	0.462295	0.464638	0.073068
ZTS	2022-07-29	2,020,515	4,783,025	0.483055	0.342585	0.613143	0.044272
ZTS	2022-08-05	2,475,201	5,460,570	0.516046	0.369444	0.588667	0.041889
ZTS	2022-08-12	2,339,778	4,609,692	0.545323	0.387844	0.570111	0.042045
ZTS	2022-08-19	2,159,977	5,278,194	0.461086	0.364822	0.606272	0.028905
ZTS	2022-08-26	1,775,272	5,033,921	0.420353	0.306977	0.660502	0.03252
ZTS	2022-09-02	2,921,459	6,263,476	0.531422	0.395001	0.567352	0.037648
ZTS	2022-09-09	3,166,489	5,758,309	0.632389	0.410572	0.539169	0.050259
ZTS	2022-09-16	3,422,244	7,565,661	0.594178	0.333075	0.623288	0.043637
ZTS	2022-09-23	2,675,250	6,172,843	0.53269	0.394466	0.552901	0.052633
ZTS	2022-09-30	3,636,412	7,408,623	0.574291	0.434625	0.486411	0.078964
ZTS	2022-10-07	2,526,477	5,839,980	0.487859	0.369808	0.541612	0.088579
ZTS	2022-10-14	2,645,551	6,443,013	0.499439	0.389754	0.520092	0.090155
ZTS	2022-10-21	3,155,602	7,103,630	0.488948	0.368677	0.5944	0.036923
ZTS	2022-10-28	2,564,407	6,150,482	0.488394	0.415494	0.547585	0.036921
ZTS	2022-11-04	4,911,414	13,856,917	0.49926	0.574313	0.384923	0.040763
ZTS	2022-11-11	5,032,910	11,908,190	0.529545	0.489149	0.480185	0.030666
ZTS	2022-11-18	4,329,772	8,849,073	0.514565	0.480827	0.494365	0.024807
ZTS	2022-11-25	1,862,100	4,047,579	0.515768	0.50111	0.441087	0.057803
ZTS	2022-12-02	4,081,204	8,154,043	0.574216	0.459338	0.512455	0.028208
ZTS	2022-12-09	3,966,780	7,766,267	0.583852	0.487805	0.479488	0.032707
ZTS	2022-12-16	3,956,232	9,465,982	0.500872	0.407483	0.568159	0.024358
ZTS	2022-12-23	1,884,712	5,629,189	0.389164	0.463181	0.51654	0.02028
ZTS	2022-12-30	1,080,408	3,037,759	0.439334	0.490608	0.484961	0.024431
ZTS	2023-01-06	2,398,678	4,727,091	0.570071	0.520355	0.453397	0.026248
ZTS	2023-01-13	4,644,371	8,191,553	0.594739	0.476824	0.498252	0.024924
ZTS	2023-01-20	6,501,858	9,728,900	0.719427	0.477896	0.496083	0.026021
ZTS	2023-01-27	3,819,305	7,101,554	0.646365	0.476883	0.49251	0.030607
ZTS	2023-02-03	3,779,159	8,451,116	0.539098	0.461095	0.513209	0.025696
ZTS	2023-02-10	3,250,302	6,838,093	0.508292	0.468237	0.505121	0.026641
ZTS	2023-02-17	4,877,177	8,584,330	0.632509	0.455716	0.521734	0.02255
ZTS	2023-02-24	2,705,134	5,071,435	0.591732	0.479771	0.489732	0.030496
ZTS	2023-03-03	3,951,289	6,539,816	0.73831	0.462606	0.514379	0.023015
ZTS	2023-03-10	3,482,014	5,999,660	0.663712	0.423712	0.533708	0.04258
ZTS	2023-03-17	4,190,513	8,584,808	0.575271	0.353643	0.624306	0.022052
ZTS	2023-03-24	4,023,029	8,831,295	0.608776	0.348297	0.629552	0.022151
ZTS	2023-03-31	2,626,661	5,746,555	0.539175	0.447778	0.524773	0.027449
ZTS	2023-04-07	2,563,078	4,689,225	0.626289	0.421062	0.552335	0.026603
ZTS	2023-04-14	2,748,658	4,798,924	0.656821	0.464563	0.503985	0.031452
ZTS	2023-04-21	2,858,284	4,708,810	0.701	0.453679	0.513971	0.03235
ZTS	2023-04-28	2,661,248	4,861,201	0.654215	0.446144	0.518144	0.035712
ZTS	2023-05-05	5,931,008	10,398,281	0.646704	0.483419	0.485301	0.031281
ZTS	2023-05-12	2,859,644	5,521,405	0.604704	0.454404	0.509255	0.036341
ZTS	2023-05-19	2,761,301	5,099,929	0.609122	0.419441	0.553233	0.027326
ZTS	2023-05-26	3,834,727	8,176,336	0.525215	0.457938	0.5182	0.023862
ZTS	2023-06-02	4,133,486	8,503,815	0.610415	0.377736	0.602672	0.019592
ZTS	2023-06-09	2,615,184	5,856,684	0.508771	0.475488	0.51356	0.010952
ZTS	2023-06-16	3,091,168	6,746,885	0.616604	0.478443	0.516361	0.005196
ZTS	2023-06-23	2,090,069	5,800,921	0.451647	0.438027	0.557629	0.004344
ZTS	2023-06-30	1,827,947	4,233,504	0.532142	0.288215	0.69997	0.011814
ZTS	2023-07-07	784,088	1,926,355	0.493489	0.01788	0.973766	0.008354
ZTS	2023-07-14	929,517	2,477,741	0.496802	0.013765	0.969338	0.016896
ZTS	2023-07-21	1,733,267	3,768,969	0.432795	0.016551	0.976302	0.007147
ZTS	2023-07-28	2,073,919	3,858,762	0.628097	0.011488	0.966418	0.022095
ZTS	2023-08-04	1,574,512	3,110,430	0.555633	0.018084	0.96454	0.017376
ZTS	2023-08-11	2,003,924	3,633,392	0.655851	0.026337	0.949808	0.023855
ZTS	2023-08-18	1,402,831	2,506,499	0.619883	0.01285	0.955198	0.031951
ZTS	2023-08-25	1,086,565	2,000,778	0.599572	0.014235	0.956818	0.028948
ZTS	2023-09-01	1,976,997	3,381,009	0.748084	0.014216	0.967615	0.018168
ZTS	2023-09-08	1,186,675	2,082,401	0.712126	0.018313	0.957886	0.023801
ZTS	2023-09-15	1,712,038	4,139,622	0.621774	0.017668	0.965625	0.016707

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