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
ZTS	2020-08-14	1,882,529	4,751,035	0.453833	0.359552	0.574767	0.065681
ZTS	2020-08-21	1,909,353	5,609,368	0.415595	0.374122	0.498944	0.126934
ZTS	2020-08-28	1,343,025	5,205,170	0.351356	0.368725	0.501384	0.129891
ZTS	2020-09-04	2,050,704	5,905,275	0.460277	0.370267	0.536251	0.093482
ZTS	2020-09-11	1,545,267	3,974,819	0.494944	0.380099	0.565288	0.054612
ZTS	2020-09-18	2,815,718	5,836,154	0.54815	0.351307	0.601786	0.046907
ZTS	2020-09-25	2,120,127	4,762,666	0.545897	0.386226	0.564993	0.048781
ZTS	2020-10-02	2,344,090	5,044,321	0.609564	0.410966	0.53786	0.051174
ZTS	2020-10-09	2,817,653	8,156,541	0.452644	0.331704	0.62428	0.044016
ZTS	2020-10-16	1,595,521	5,575,482	0.440286	0.409285	0.530885	0.05983
ZTS	2020-10-23	1,581,125	5,020,005	0.437127	0.432965	0.501562	0.065473
ZTS	2020-10-30	2,793,901	6,325,822	0.578881	0.404907	0.545836	0.049257
ZTS	2020-11-06	3,577,622	8,787,525	0.491206	0.355337	0.533092	0.111572
ZTS	2020-11-13	2,670,637	7,162,179	0.409216	0.383322	0.503626	0.113052
ZTS	2020-11-20	2,157,412	5,007,046	0.49763	0.379342	0.580374	0.040284
ZTS	2020-11-27	1,648,184	4,901,058	0.469014	0.40327	0.536827	0.059903
ZTS	2020-12-04	2,971,856	8,792,388	0.387097	0.376234	0.578847	0.044918
ZTS	2020-12-11	1,586,397	5,696,603	0.368563	0.316387	0.633821	0.049792
ZTS	2020-12-18	2,699,419	7,481,550	0.407556	0.333652	0.618362	0.047987
ZTS	2020-12-25	995,999	3,036,461	0.38919	0.348838	0.602057	0.049105
ZTS	2021-01-01	1,609,031	3,930,370	0.535517	0.308147	0.651367	0.040486
ZTS	2021-01-08	2,491,373	6,470,557	0.47262	0.373615	0.590233	0.036152
ZTS	2021-01-15	2,888,559	7,561,362	0.498055	0.385086	0.56931	0.045604
ZTS	2021-01-22	2,089,237	4,988,511	0.460873	0.289412	0.66633	0.044258
ZTS	2021-01-29	2,563,122	6,996,614	0.446748	0.373469	0.584049	0.042483
ZTS	2021-02-05	2,396,427	6,387,664	0.542181	0.360855	0.613086	0.026059
ZTS	2021-02-12	3,141,154	7,109,441	0.517599	0.378333	0.586793	0.034875
ZTS	2021-02-19	2,642,631	7,180,643	0.505187	0.409044	0.548386	0.04257
ZTS	2021-02-26	2,616,007	8,814,411	0.381229	0.327399	0.600632	0.071969
ZTS	2021-03-05	3,192,631	12,885,876	0.344454	0.364607	0.594274	0.041118
ZTS	2021-03-12	3,322,094	7,793,983	0.529462	0.39664	0.566738	0.036622
ZTS	2021-03-19	4,788,270	9,816,886	0.541651	0.366606	0.585851	0.047543
ZTS	2021-03-26	2,690,954	6,678,150	0.477443	0.420993	0.536004	0.043003
ZTS	2021-04-02	1,939,256	4,456,146	0.570852	0.39008	0.573634	0.036286
ZTS	2021-04-09	2,061,129	6,295,825	0.44268	0.398489	0.561222	0.040289
ZTS	2021-04-16	2,952,138	7,045,131	0.534599	0.361846	0.596646	0.041508
ZTS	2021-04-23	2,374,634	5,535,593	0.489289	0.337147	0.613727	0.049126
ZTS	2021-04-30	2,445,191	5,793,766	0.559913	0.384092	0.577744	0.038163
ZTS	2021-05-07	2,960,620	8,025,445	0.464724	0.345244	0.543664	0.111092
ZTS	2021-05-14	2,340,474	5,466,518	0.487826	0.346953	0.559111	0.093936
ZTS	2021-05-21	3,650,566	6,894,617	0.636289	0.376912	0.585433	0.037655
ZTS	2021-05-28	3,178,932	8,016,347	0.559591	0.287474	0.674563	0.037964
ZTS	2021-06-04	1,537,293	3,871,076	0.486152	0.336759	0.626474	0.036767
ZTS	2021-06-11	2,440,892	5,245,979	0.507339	0.40523	0.558422	0.036347
ZTS	2021-06-18	3,730,007	6,869,078	0.660417	0.302087	0.664895	0.033017
ZTS	2021-06-25	2,514,438	6,288,753	0.565499	0.35441	0.604277	0.041313
ZTS	2021-07-02	2,424,519	5,430,666	0.530576	0.342483	0.578117	0.0794
ZTS	2021-07-09	3,430,101	6,189,544	0.711062	0.33605	0.62013	0.04382
ZTS	2021-07-16	3,357,463	7,204,279	0.600814	0.368533	0.548858	0.08261
ZTS	2021-07-23	2,265,393	6,310,799	0.460438	0.321479	0.629719	0.048802
ZTS	2021-07-30	2,196,437	5,808,665	0.493323	0.322272	0.632276	0.045452
ZTS	2021-08-06	2,188,121	7,106,582	0.381169	0.313698	0.639981	0.046321
ZTS	2021-08-13	1,539,035	4,140,651	0.476205	0.389363	0.559202	0.051435
ZTS	2021-08-20	1,900,062	4,118,638	0.600234	0.406163	0.538606	0.055231
ZTS	2021-08-27	1,424,281	3,536,708	0.563784	0.363714	0.580208	0.056078
ZTS	2021-09-03	1,782,094	4,095,835	0.550351	0.384413	0.56279	0.052797
ZTS	2021-09-10	1,518,159	3,195,035	0.616683	0.375481	0.526815	0.097704
ZTS	2021-09-17	2,632,067	7,768,353	0.487184	0.296046	0.632995	0.070959
ZTS	2021-09-24	1,712,926	5,039,417	0.452841	0.352882	0.601807	0.04531
ZTS	2021-10-01	3,032,178	6,739,372	0.531929	0.36804	0.600905	0.031055
ZTS	2021-10-08	2,686,983	6,139,657	0.607624	0.316519	0.655126	0.028355
ZTS	2021-10-15	2,275,806	4,415,232	0.597639	0.323161	0.646003	0.030836
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

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