Split (1)

train · 2.56M 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
ZYNE	2018-10-26	692,552	1,288,501	0.557762	0.871963	0.123963	0.004074
ZYNE	2018-11-02	697,840	1,363,971	0.497131	0.855915	0.132617	0.011468
ZYNE	2018-11-09	670,928	1,218,576	0.637104	0.767526	0.194881	0.037593
ZYNE	2018-11-16	523,876	905,938	0.603904	0.805445	0.138914	0.055642
ZYNE	2018-11-23	336,262	642,110	0.529215	0.866541	0.122356	0.011103
ZYNE	2018-11-30	691,646	1,272,209	0.618533	0.731408	0.251839	0.016753
ZYNE	2018-12-07	341,633	580,888	0.695142	0.762716	0.188946	0.048338
ZYNE	2018-12-14	397,452	698,801	0.732712	0.745106	0.231161	0.023733
ZYNE	2018-12-21	764,377	1,447,345	0.605937	0.805284	0.178099	0.016617
ZYNE	2018-12-28	616,583	1,008,557	0.686601	0.797596	0.190658	0.011746
ZYNE	2019-01-04	824,291	1,676,882	0.589366	0.85226	0.132006	0.015734
ZYNE	2019-01-11	640,333	1,144,822	0.561738	0.865609	0.120307	0.014084
ZYNE	2019-01-18	484,600	834,127	0.688024	0.880847	0.108397	0.010756
ZYNE	2019-01-25	311,556	491,455	0.625134	0.860692	0.131776	0.007532
ZYNE	2019-02-01	6,642,032	12,358,839	0.651921	0.83195	0.160224	0.007826
ZYNE	2019-02-08	3,980,936	6,968,347	0.702099	0.78053	0.207203	0.012267
ZYNE	2019-02-15	1,086,376	2,031,486	0.671929	0.755949	0.212584	0.031467
ZYNE	2019-02-22	2,479,848	5,049,094	0.706277	0.750814	0.197992	0.051195
ZYNE	2019-03-01	2,626,635	4,904,983	0.678005	0.697769	0.248014	0.054218
ZYNE	2019-03-08	1,499,296	2,433,944	0.740245	0.742508	0.234153	0.02334
ZYNE	2019-03-15	856,490	1,688,839	0.666831	0.72872	0.232055	0.039225
ZYNE	2019-03-22	4,595,296	8,430,269	0.644531	0.831316	0.147656	0.021028
ZYNE	2019-03-29	1,224,204	2,123,837	0.713304	0.803293	0.177833	0.018874
ZYNE	2019-04-05	14,166,049	23,226,554	0.705073	0.782866	0.19919	0.017943
ZYNE	2019-04-12	8,449,141	14,140,503	0.668518	0.75531	0.2261	0.01859
ZYNE	2019-04-19	1,867,224	3,216,433	0.735543	0.736085	0.236601	0.027314
ZYNE	2019-04-26	6,954,930	11,495,353	0.733319	0.777133	0.2002	0.022667
ZYNE	2019-05-03	8,695,009	14,304,876	0.694896	0.774165	0.208012	0.017822
ZYNE	2019-05-10	6,248,909	11,686,903	0.641035	0.753791	0.196617	0.049592
ZYNE	2019-05-17	6,920,498	13,077,865	0.652567	0.802598	0.18825	0.009152
ZYNE	2019-05-24	4,442,581	7,624,173	0.696718	0.776984	0.201172	0.021844
ZYNE	2019-05-31	3,398,306	5,881,567	0.687851	0.780808	0.206131	0.01306
ZYNE	2019-06-07	3,580,319	6,822,175	0.594867	0.778804	0.202814	0.018382
ZYNE	2019-06-14	6,547,539	11,059,010	0.680347	0.753932	0.229335	0.016733
ZYNE	2019-06-21	3,965,020	6,668,138	0.691708	0.706533	0.281464	0.012003
ZYNE	2019-06-28	2,111,135	3,722,698	0.658688	0.675349	0.296664	0.027987
ZYNE	2019-07-05	2,447,902	4,259,137	0.74402	0.776003	0.203932	0.020065
ZYNE	2019-07-12	3,168,313	5,163,599	0.722401	0.781073	0.206207	0.01272
ZYNE	2019-07-19	3,264,461	6,093,272	0.662527	0.826975	0.158083	0.014942
ZYNE	2019-07-26	3,005,148	5,612,480	0.647978	0.850019	0.128161	0.02182
ZYNE	2019-08-02	2,100,384	3,536,042	0.702325	0.82316	0.144276	0.032564
ZYNE	2019-08-09	2,255,257	3,846,526	0.690618	0.791171	0.194685	0.014144
ZYNE	2019-08-16	1,501,761	2,685,254	0.745693	0.757828	0.209602	0.03257
ZYNE	2019-08-23	1,539,377	2,568,810	0.750427	0.811979	0.166749	0.021273
ZYNE	2019-08-30	935,337	1,580,294	0.740568	0.797834	0.174687	0.02748
ZYNE	2019-09-06	988,545	1,826,577	0.736707	0.689104	0.226146	0.08475
ZYNE	2019-09-13	1,558,677	2,562,550	0.736627	0.680153	0.23739	0.082456
ZYNE	2019-09-20	4,841,010	8,546,056	0.625785	0.818547	0.158623	0.022831
ZYNE	2019-09-27	1,904,869	3,030,562	0.724808	0.7648	0.203325	0.031874
ZYNE	2019-10-04	1,565,663	2,319,574	0.759426	0.716621	0.244699	0.03868
ZYNE	2019-10-11	895,513	1,534,948	0.703135	0.743649	0.206563	0.049788
ZYNE	2019-10-18	890,778	1,496,988	0.676777	0.71688	0.175348	0.107772
ZYNE	2019-10-25	1,204,767	1,935,739	0.753631	0.74934	0.155032	0.095629
ZYNE	2019-11-01	986,260	1,693,405	0.657019	0.762484	0.138161	0.099355
ZYNE	2019-11-08	1,201,156	2,183,229	0.644662	0.799709	0.160783	0.039508
ZYNE	2019-11-15	1,019,475	1,915,012	0.60882	0.805122	0.147187	0.047691
ZYNE	2019-11-22	938,725	1,325,405	0.778245	0.770982	0.198617	0.030401
ZYNE	2019-11-29	558,796	805,968	0.730797	0.706764	0.246468	0.046768
ZYNE	2019-12-06	704,396	1,119,880	0.711708	0.772827	0.172413	0.05476
ZYNE	2019-12-13	566,721	896,112	0.656901	0.812911	0.115111	0.071977
ZYNE	2019-12-20	2,692,072	3,961,019	0.780094	0.795822	0.127747	0.076432
ZYNE	2019-12-27	1,143,435	1,730,204	0.782887	0.831606	0.15369	0.014704
ZYNE	2020-01-03	1,110,224	1,751,161	0.751641	0.850782	0.119218	0.03
ZYNE	2020-01-10	1,511,676	2,359,409	0.702215	0.858597	0.125334	0.016069
ZYNE	2020-01-17	1,926,984	3,091,595	0.687043	0.725859	0.152388	0.121753
ZYNE	2020-01-24	943,827	1,492,275	0.707493	0.846235	0.124476	0.029288
ZYNE	2020-01-31	1,046,977	1,520,943	0.759563	0.695774	0.166917	0.137309
ZYNE	2020-02-07	819,064	1,356,001	0.694506	0.754404	0.216176	0.02942
ZYNE	2020-02-14	1,228,161	2,415,678	0.454377	0.760979	0.212377	0.026644
ZYNE	2020-02-21	773,731	1,276,117	0.663552	0.784294	0.179134	0.036572
ZYNE	2020-02-28	2,359,471	4,055,766	0.642213	0.74711	0.229097	0.023794
ZYNE	2020-03-06	995,089	1,727,894	0.681857	0.633882	0.300897	0.065221
ZYNE	2020-03-13	1,427,336	2,450,986	0.652493	0.76999	0.187153	0.042857
ZYNE	2020-03-20	813,097	1,811,058	0.5439	0.730625	0.232676	0.036699
ZYNE	2020-03-27	1,119,820	2,008,774	0.591792	0.715853	0.259224	0.024923
ZYNE	2020-04-03	565,972	1,020,084	0.675858	0.685146	0.284929	0.029925
ZYNE	2020-04-10	631,253	1,122,349	0.629667	0.726841	0.239582	0.033577
ZYNE	2020-04-17	857,869	1,438,065	0.694178	0.720955	0.246286	0.032759
ZYNE	2020-04-24	701,953	1,324,187	0.727789	0.742932	0.188475	0.068593
ZYNE	2020-05-01	1,632,353	2,946,755	0.656492	0.685905	0.238797	0.075299
ZYNE	2020-05-08	1,077,636	1,688,274	0.697803	0.700761	0.253381	0.045858
ZYNE	2020-05-15	3,498,352	6,198,820	0.702535	0.702162	0.27356	0.024278
ZYNE	2020-05-22	3,689,940	5,959,385	0.747707	0.743211	0.227239	0.02955
ZYNE	2020-05-29	2,831,739	5,493,555	0.592961	0.738033	0.246122	0.015845
ZYNE	2020-06-05	1,486,894	3,409,709	0.560438	0.723782	0.245064	0.031154
ZYNE	2020-06-12	2,553,089	6,201,269	0.478173	0.681388	0.228593	0.090019
ZYNE	2020-06-19	4,565,880	9,386,729	0.587572	0.781205	0.192916	0.025879
ZYNE	2020-06-26	4,365,733	7,063,684	0.711931	0.758236	0.218217	0.023548
ZYNE	2020-07-03	11,860,691	23,220,052	0.583739	0.771263	0.207501	0.021237
ZYNE	2020-07-10	3,341,582	5,807,412	0.633276	0.829313	0.158172	0.012515
ZYNE	2020-07-17	1,838,381	3,336,282	0.666102	0.719463	0.25435	0.026187
ZYNE	2020-07-24	1,364,851	2,874,881	0.628511	0.694878	0.286074	0.019048
ZYNE	2020-07-31	1,012,781	1,917,162	0.613526	0.653225	0.326307	0.020468
ZYNE	2020-08-07	1,228,301	2,744,132	0.577544	0.707357	0.266697	0.025947
ZYNE	2020-08-14	745,473	1,956,679	0.488629	0.665213	0.30058	0.034208
ZYNE	2020-08-21	586,083	1,603,764	0.44446	0.63333	0.218255	0.148415
ZYNE	2020-08-28	725,341	1,842,019	0.460295	0.503732	0.394032	0.102236
ZYNE	2020-09-04	525,390	1,363,571	0.487022	0.654104	0.252608	0.093288
ZYNE	2020-09-11	187,503	538,029	0.479136	0.645271	0.282811	0.071918
ZYNE	2020-09-18	1,714,109	3,163,341	0.576761	0.699515	0.275256	0.02523

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