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	2019-11-22	1,903,404	5,366,538	0.40466	0.410419	0.530943	0.058638
ZTS	2019-11-29	1,511,855	3,388,194	0.423143	0.507403	0.447621	0.044976
ZTS	2019-12-06	1,946,154	5,814,714	0.434009	0.479766	0.463881	0.056353
ZTS	2019-12-13	2,100,304	5,400,782	0.463822	0.521107	0.401846	0.077048
ZTS	2019-12-20	3,479,536	6,766,616	0.559992	0.408985	0.479546	0.111469
ZTS	2019-12-27	876,776	2,037,455	0.47513	0.477886	0.458831	0.063284
ZTS	2020-01-03	1,492,091	2,771,392	0.608898	0.43575	0.511156	0.053095
ZTS	2020-01-10	1,765,351	4,690,064	0.466059	0.454669	0.505781	0.03955
ZTS	2020-01-17	2,486,129	5,594,194	0.511748	0.373292	0.46983	0.156879
ZTS	2020-01-24	2,136,596	5,148,465	0.447522	0.364972	0.568618	0.06641
ZTS	2020-01-31	2,487,244	7,693,231	0.433212	0.256974	0.621034	0.121992
ZTS	2020-02-07	1,920,252	7,382,453	0.365546	0.339528	0.59904	0.061432
ZTS	2020-02-14	4,089,220	8,728,856	0.543039	0.367274	0.564121	0.068606
ZTS	2020-02-21	1,752,814	4,782,404	0.435037	0.316871	0.633541	0.049588
ZTS	2020-02-28	5,487,196	10,999,595	0.573296	0.354627	0.600693	0.04468
ZTS	2020-03-06	6,022,153	11,389,848	0.607571	0.350545	0.57225	0.077205
ZTS	2020-03-13	7,217,360	14,366,480	0.552976	0.280958	0.65638	0.062661
ZTS	2020-03-20	6,893,225	19,888,914	0.373229	0.362515	0.597532	0.039953
ZTS	2020-03-27	7,061,524	16,579,630	0.538797	0.440613	0.520376	0.039011
ZTS	2020-04-03	4,700,092	9,394,233	0.617616	0.401561	0.548552	0.049887
ZTS	2020-04-10	4,732,292	8,412,127	0.585668	0.369327	0.58961	0.041063
ZTS	2020-04-17	3,982,293	9,519,911	0.495613	0.40107	0.535514	0.063416
ZTS	2020-04-24	3,763,124	9,358,377	0.552055	0.408968	0.486792	0.104241
ZTS	2020-05-01	4,420,847	10,202,729	0.514441	0.441094	0.456303	0.102603
ZTS	2020-05-08	3,815,680	9,071,416	0.514034	0.435106	0.503992	0.060902
ZTS	2020-05-15	3,959,838	8,400,033	0.561315	0.362206	0.588521	0.049273
ZTS	2020-05-22	5,364,367	8,917,443	0.602563	0.428098	0.524915	0.046987
ZTS	2020-05-29	4,174,085	7,326,436	0.587029	0.3209	0.631079	0.048021
ZTS	2020-06-05	3,139,014	5,711,002	0.62658	0.383677	0.541081	0.075241
ZTS	2020-06-12	3,944,671	6,969,857	0.569932	0.344912	0.533955	0.121133
ZTS	2020-06-19	3,276,097	6,397,091	0.616739	0.355741	0.584434	0.059824
ZTS	2020-06-26	2,429,242	5,176,586	0.559466	0.361745	0.542887	0.095368
ZTS	2020-07-03	1,814,916	4,657,173	0.486353	0.349975	0.582753	0.067272
ZTS	2020-07-10	1,420,868	3,859,771	0.477638	0.377935	0.53879	0.083275
ZTS	2020-07-17	1,925,633	5,236,510	0.444819	0.330076	0.608598	0.061326
ZTS	2020-07-24	1,446,868	4,003,417	0.456162	0.369897	0.551733	0.07837
ZTS	2020-07-31	2,708,158	5,771,393	0.601677	0.439373	0.485782	0.074845
ZTS	2020-08-07	2,962,763	6,274,921	0.52287	0.439154	0.490289	0.070558
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

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