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
ZUMZ	2020-11-13	454,053	798,565	0.584835	0.547769	0.299662	0.152569
ZUMZ	2020-11-20	172,527	420,151	0.561875	0.55137	0.359811	0.088819
ZUMZ	2020-11-27	288,224	474,906	0.657545	0.682704	0.246531	0.070765
ZUMZ	2020-12-04	740,764	1,404,184	0.569727	0.672338	0.282195	0.045467
ZUMZ	2020-12-11	301,020	639,159	0.559211	0.681402	0.262273	0.056325
ZUMZ	2020-12-18	256,863	504,811	0.567795	0.523205	0.383165	0.09363
ZUMZ	2020-12-25	174,880	389,348	0.556724	0.504123	0.428428	0.067449
ZUMZ	2021-01-01	149,857	300,222	0.487433	0.64032	0.281678	0.078002
ZUMZ	2021-01-08	275,327	489,058	0.523232	0.572719	0.351914	0.075367
ZUMZ	2021-01-15	241,866	504,100	0.464382	0.598646	0.326398	0.074956
ZUMZ	2021-01-22	263,702	618,936	0.55422	0.641324	0.310143	0.048533
ZUMZ	2021-01-29	428,014	881,398	0.619914	0.575624	0.360111	0.064264
ZUMZ	2021-02-05	305,314	512,009	0.619223	0.643563	0.313929	0.042508
ZUMZ	2021-02-12	191,307	391,739	0.608947	0.613999	0.313526	0.072475
ZUMZ	2021-02-19	130,322	259,309	0.508085	0.648331	0.288932	0.062737
ZUMZ	2021-02-26	278,978	397,374	0.637237	0.594622	0.274213	0.131165
ZUMZ	2021-03-05	448,057	717,724	0.601858	0.639004	0.312494	0.048502
ZUMZ	2021-03-12	433,003	937,610	0.531214	0.649663	0.288018	0.06232
ZUMZ	2021-03-19	334,495	564,068	0.656578	0.641453	0.297594	0.060953
ZUMZ	2021-03-26	389,888	752,938	0.593274	0.672998	0.268598	0.058404
ZUMZ	2021-04-02	210,802	328,968	0.666432	0.692592	0.23109	0.076318
ZUMZ	2021-04-09	370,528	625,529	0.656005	0.663148	0.276353	0.060499
ZUMZ	2021-04-16	152,007	313,740	0.475176	0.564656	0.370359	0.064986
ZUMZ	2021-04-23	187,122	402,098	0.576904	0.541132	0.391664	0.067204
ZUMZ	2021-04-30	113,592	221,571	0.464647	0.637194	0.30176	0.061047
ZUMZ	2021-05-07	146,885	314,074	0.502164	0.636429	0.194804	0.168767
ZUMZ	2021-05-14	204,342	358,760	0.643705	0.567555	0.256729	0.175716
ZUMZ	2021-05-21	187,855	337,102	0.562113	0.645307	0.291899	0.062794
ZUMZ	2021-05-28	212,725	391,111	0.587167	0.633964	0.276157	0.089878
ZUMZ	2021-06-04	421,954	692,287	0.701608	0.690005	0.252926	0.057069
ZUMZ	2021-06-11	422,136	665,219	0.644947	0.66173	0.270703	0.067567
ZUMZ	2021-06-18	371,274	548,635	0.683835	0.569843	0.369207	0.06095
ZUMZ	2021-06-25	192,372	371,662	0.604748	0.618741	0.302928	0.078331
ZUMZ	2021-07-02	405,428	628,586	0.690714	0.617575	0.275383	0.107041
ZUMZ	2021-07-09	231,861	373,011	0.665525	0.710454	0.243183	0.046363
ZUMZ	2021-07-16	307,386	637,407	0.582183	0.599483	0.274227	0.12629
ZUMZ	2021-07-23	332,625	543,867	0.629774	0.558297	0.38475	0.056954
ZUMZ	2021-07-30	222,899	365,356	0.685489	0.593359	0.365196	0.041444
ZUMZ	2021-08-06	434,448	636,203	0.701574	0.645637	0.30268	0.051683
ZUMZ	2021-08-13	223,192	322,721	0.745683	0.601191	0.329523	0.069286
ZUMZ	2021-08-20	290,505	426,241	0.682578	0.528606	0.418553	0.05284
ZUMZ	2021-08-27	406,596	569,233	0.729446	0.575526	0.371007	0.053467
ZUMZ	2021-09-03	407,744	564,592	0.726553	0.570479	0.366691	0.06283
ZUMZ	2021-09-10	766,775	1,288,241	0.679316	0.604282	0.293436	0.102282
ZUMZ	2021-09-17	717,558	1,164,499	0.661042	0.532979	0.366725	0.100296
ZUMZ	2021-09-24	546,283	761,522	0.770754	0.651457	0.300845	0.047698
ZUMZ	2021-10-01	374,831	540,877	0.74951	0.674693	0.275372	0.049935
ZUMZ	2021-10-08	361,409	553,034	0.74821	0.626049	0.318809	0.055142
ZUMZ	2021-10-15	398,062	575,030	0.751636	0.570946	0.305355	0.123699
ZUMZ	2021-10-22	486,617	590,167	0.829576	0.628831	0.316681	0.054488
ZUMZ	2021-10-29	363,907	492,357	0.760659	0.554572	0.294728	0.1507
ZUMZ	2021-11-05	531,851	725,695	0.81344	0.676321	0.259919	0.063759
ZUMZ	2021-11-12	325,518	478,386	0.692031	0.671504	0.220405	0.108091
ZUMZ	2021-11-19	313,732	442,333	0.716454	0.670584	0.258778	0.070638
ZUMZ	2021-11-26	385,351	674,427	0.747324	0.681045	0.275327	0.043628
ZUMZ	2021-12-03	612,838	905,260	0.678385	0.695404	0.26722	0.037376
ZUMZ	2021-12-10	421,548	567,686	0.756035	0.672669	0.268546	0.058785
ZUMZ	2021-12-17	470,905	655,908	0.729427	0.657806	0.293122	0.049072
ZUMZ	2021-12-24	438,494	690,635	0.724048	0.670835	0.219238	0.109926
ZUMZ	2021-12-31	303,388	393,228	0.745053	0.687062	0.2611	0.051837
ZUMZ	2022-01-07	370,200	513,381	0.71625	0.691671	0.269476	0.038852
ZUMZ	2022-01-14	421,348	570,109	0.753533	0.650253	0.303206	0.046541
ZUMZ	2022-01-21	380,226	489,189	0.738535	0.640676	0.315853	0.043471
ZUMZ	2022-01-28	428,043	546,279	0.76768	0.664042	0.278103	0.057855
ZUMZ	2022-02-04	337,883	413,373	0.859258	0.683534	0.262164	0.054302
ZUMZ	2022-02-11	334,538	410,140	0.801634	0.684949	0.274145	0.040906
ZUMZ	2022-02-18	292,062	358,200	0.796751	0.684631	0.277741	0.037628
ZUMZ	2022-02-25	363,846	434,564	0.855447	0.698464	0.257264	0.044272
ZUMZ	2022-03-04	798,840	961,263	0.817131	0.709226	0.241385	0.049389
ZUMZ	2022-03-11	1,558,203	2,182,196	0.792059	0.687159	0.264335	0.048506
ZUMZ	2022-03-18	764,060	938,863	0.804967	0.623822	0.312801	0.063377
ZUMZ	2022-03-25	384,197	486,279	0.811689	0.700952	0.244619	0.054429
ZUMZ	2022-04-01	440,774	565,040	0.819636	0.669269	0.283718	0.047013
ZUMZ	2022-04-08	415,193	515,312	0.830283	0.641033	0.314845	0.044122
ZUMZ	2022-04-15	249,203	351,238	0.733591	0.690014	0.25523	0.054757
ZUMZ	2022-04-22	325,299	401,725	0.837376	0.668534	0.288048	0.043418
ZUMZ	2022-04-29	351,319	414,129	0.832021	0.710098	0.230972	0.058931
ZUMZ	2022-05-06	390,570	507,271	0.821081	0.65373	0.279161	0.067108
ZUMZ	2022-05-13	444,711	551,971	0.842623	0.661585	0.280293	0.058122
ZUMZ	2022-05-20	493,874	591,898	0.824048	0.673564	0.272319	0.054117
ZUMZ	2022-05-27	712,559	875,411	0.827304	0.627263	0.26826	0.104478
ZUMZ	2022-06-03	850,822	1,171,593	0.756299	0.686103	0.270906	0.042992
ZUMZ	2022-06-10	884,113	1,169,083	0.815988	0.609389	0.343356	0.047254
ZUMZ	2022-06-17	730,270	914,406	0.842988	0.642261	0.301709	0.05603
ZUMZ	2022-06-24	411,247	591,180	0.71751	0.604032	0.344753	0.051214
ZUMZ	2022-07-01	349,539	540,812	0.647317	0.578424	0.359232	0.062343
ZUMZ	2022-07-08	392,640	603,204	0.641598	0.626975	0.298309	0.074716
ZUMZ	2022-07-15	393,131	576,901	0.650342	0.63187	0.30991	0.05822
ZUMZ	2022-07-22	354,909	560,674	0.554682	0.65561	0.247803	0.096586
ZUMZ	2022-07-29	341,995	497,017	0.677318	0.673273	0.284356	0.042371
ZUMZ	2022-08-05	338,929	445,004	0.741923	0.633389	0.309648	0.056963
ZUMZ	2022-08-12	686,009	869,071	0.739011	0.740933	0.21633	0.042737
ZUMZ	2022-08-19	490,929	658,396	0.738204	0.734941	0.222516	0.042543
ZUMZ	2022-08-26	447,366	567,105	0.804698	0.672839	0.294498	0.032663
ZUMZ	2022-09-02	520,685	639,220	0.788002	0.695103	0.26209	0.042807
ZUMZ	2022-09-09	1,683,880	2,375,772	0.730061	0.736426	0.232783	0.030791
ZUMZ	2022-09-16	1,074,723	1,719,613	0.687705	0.633732	0.319013	0.047255
ZUMZ	2022-09-23	451,556	732,501	0.645597	0.602415	0.354428	0.043157
ZUMZ	2022-09-30	507,231	718,931	0.725505	0.621532	0.255527	0.122941
ZUMZ	2022-10-07	588,877	819,032	0.781924	0.708031	0.182934	0.109035

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