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
ZVIA	2021-12-10	647,759	914,222	0.71415	0.391758	0.588311	0.019931
ZVIA	2021-12-17	436,007	632,470	0.730808	0.309432	0.647443	0.043126
ZVIA	2021-12-24	273,552	443,000	0.608399	0.499673	0.428576	0.071752
ZVIA	2021-12-31	431,108	660,906	0.678535	0.512456	0.468868	0.018676
ZVIA	2022-01-07	349,500	448,173	0.789919	0.479406	0.492771	0.027823
ZVIA	2022-01-14	522,802	660,418	0.833031	0.529515	0.446085	0.024401
ZVIA	2022-01-21	449,435	587,500	0.820557	0.50822	0.469719	0.022061
ZVIA	2022-01-28	489,697	644,521	0.799815	0.477215	0.49617	0.026615
ZVIA	2022-02-04	514,600	656,291	0.808186	0.426281	0.507573	0.066146
ZVIA	2022-02-11	460,948	630,052	0.809825	0.504687	0.46903	0.026283
ZVIA	2022-02-18	332,767	456,561	0.746921	0.389592	0.584663	0.025745
ZVIA	2022-02-25	586,160	929,359	0.632248	0.477979	0.494915	0.027106
ZVIA	2022-03-04	1,593,986	3,081,982	0.472891	0.577706	0.406251	0.016043
ZVIA	2022-03-11	570,352	875,842	0.640345	0.538156	0.448998	0.012846
ZVIA	2022-03-18	978,046	2,328,856	0.592711	0.526544	0.454936	0.01852
ZVIA	2022-03-25	1,531,314	3,333,128	0.580093	0.471081	0.512115	0.016804
ZVIA	2022-04-01	447,386	769,844	0.671471	0.483677	0.497442	0.018881
ZVIA	2022-04-08	355,154	645,088	0.598228	0.537949	0.436056	0.025996
ZVIA	2022-04-15	345,668	689,166	0.620451	0.483502	0.501841	0.014657
ZVIA	2022-04-22	376,787	646,998	0.679151	0.568088	0.422696	0.009216
ZVIA	2022-04-29	465,422	849,860	0.606654	0.540027	0.442887	0.017085
ZVIA	2022-05-06	450,047	674,807	0.725948	0.564808	0.42426	0.010932
ZVIA	2022-05-13	1,084,837	2,189,000	0.685967	0.606786	0.383396	0.009818
ZVIA	2022-05-20	717,164	1,496,397	0.604296	0.525369	0.464775	0.009856
ZVIA	2022-05-27	338,357	703,211	0.535914	0.53507	0.426824	0.038106
ZVIA	2022-06-03	405,773	671,774	0.630842	0.430243	0.556282	0.013475
ZVIA	2022-06-10	384,300	646,821	0.596638	0.487416	0.491003	0.021581
ZVIA	2022-06-17	463,509	761,268	0.719433	0.477231	0.508424	0.014345
ZVIA	2022-06-24	456,082	1,474,494	0.720962	0.397905	0.584945	0.01715
ZVIA	2022-07-01	256,333	490,082	0.659	0.570371	0.41037	0.019259
ZVIA	2022-07-08	1,188,429	1,748,753	0.634615	0.717495	0.270755	0.01175
ZVIA	2022-07-15	385,549	668,424	0.608978	0.662362	0.311789	0.025849
ZVIA	2022-07-22	440,163	591,870	0.837827	0.590107	0.348952	0.060941
ZVIA	2022-07-29	225,141	395,491	0.61838	0.620259	0.338027	0.041714
ZVIA	2022-08-05	304,090	483,895	0.645824	0.784371	0.195415	0.020213
ZVIA	2022-08-12	453,064	814,176	0.622837	0.677321	0.297992	0.024688
ZVIA	2022-08-19	700,829	1,083,126	0.705047	0.633418	0.343648	0.022934
ZVIA	2022-08-26	493,001	833,958	0.649175	0.702809	0.27486	0.022331
ZVIA	2022-09-02	175,504	478,963	0.410719	0.621453	0.346627	0.03192
ZVIA	2022-09-09	313,451	694,636	0.505338	0.616184	0.363688	0.020128
ZVIA	2022-09-16	649,059	1,349,868	0.528468	0.45523	0.486834	0.057936
ZVIA	2022-09-23	281,929	545,089	0.55887	0.574096	0.39395	0.031954
ZVIA	2022-09-30	379,605	562,474	0.62236	0.486908	0.432398	0.080694
ZVIA	2022-10-07	326,745	539,112	0.555959	0.528204	0.356749	0.115047
ZVIA	2022-10-14	226,009	438,951	0.593799	0.567209	0.329557	0.103235
ZVIA	2022-10-21	229,170	418,672	0.634362	0.583618	0.38232	0.034062
ZVIA	2022-10-28	1,046,184	1,497,792	0.732788	0.647447	0.335681	0.016872
ZVIA	2022-11-04	156,417	282,986	0.589707	0.544031	0.420489	0.03548
ZVIA	2022-11-11	391,160	696,858	0.560082	0.58853	0.37708	0.03439
ZVIA	2022-11-18	363,751	608,018	0.69248	0.564738	0.383783	0.051479
ZVIA	2022-11-25	246,301	370,594	0.687312	0.634283	0.319391	0.046326
ZVIA	2022-12-02	438,375	862,421	0.579375	0.660954	0.313969	0.025077
ZVIA	2022-12-09	288,851	645,972	0.497831	0.664713	0.307223	0.028064
ZVIA	2022-12-16	253,105	496,570	0.60954	0.521536	0.438307	0.040157
ZVIA	2022-12-23	217,512	476,098	0.524395	0.645344	0.318923	0.035733
ZVIA	2022-12-30	285,517	502,503	0.587089	0.584447	0.384062	0.031491
ZVIA	2023-01-06	274,533	459,060	0.54181	0.750363	0.219196	0.030441
ZVIA	2023-01-13	214,413	308,416	0.631701	0.627123	0.33629	0.036587
ZVIA	2023-01-20	163,994	308,496	0.584789	0.62839	0.349483	0.022127
ZVIA	2023-01-27	205,405	637,386	0.402659	0.595175	0.381115	0.02371
ZVIA	2023-02-03	72,557	431,078	0.247661	0.498655	0.459795	0.04155
ZVIA	2023-02-10	315,674	728,449	0.530352	0.617684	0.358811	0.023504
ZVIA	2023-02-17	213,940	376,063	0.581063	0.503034	0.46698	0.029986
ZVIA	2023-02-24	265,759	892,880	0.427929	0.566456	0.395898	0.037646
ZVIA	2023-03-03	279,636	583,649	0.496164	0.556567	0.422962	0.020471
ZVIA	2023-03-10	199,503	414,397	0.517295	0.553424	0.407442	0.039134
ZVIA	2023-03-17	234,448	439,900	0.639625	0.515889	0.465726	0.018385
ZVIA	2023-03-24	166,415	287,673	0.585664	0.452684	0.501156	0.04616
ZVIA	2023-03-31	235,349	487,541	0.474809	0.496229	0.47941	0.024362
ZVIA	2023-04-07	111,286	226,502	0.468462	0.468848	0.491714	0.039437
ZVIA	2023-04-14	127,226	291,269	0.501776	0.570332	0.377553	0.052115
ZVIA	2023-04-21	98,288	250,701	0.427194	0.568318	0.38935	0.042332
ZVIA	2023-04-28	113,124	248,659	0.583727	0.604929	0.34389	0.051181
ZVIA	2023-05-05	70,337	186,081	0.4097	0.574016	0.370379	0.055605
ZVIA	2023-05-12	94,142	246,285	0.422292	0.61578	0.321456	0.062764
ZVIA	2023-05-19	128,033	278,563	0.483369	0.631571	0.325085	0.043344
ZVIA	2023-05-26	197,094	474,172	0.469632	0.63685	0.325043	0.038106
ZVIA	2023-06-02	119,274	263,156	0.389275	0.614017	0.335297	0.050686
ZVIA	2023-06-09	136,733	335,335	0.401176	0.682863	0.317137	0
ZVIA	2023-06-16	353,371	706,085	0.53817	0.661169	0.336622	0.00221
ZVIA	2023-06-23	1,261,144	2,814,391	0.585429	0.471393	0.526223	0.002384
ZVIA	2023-06-30	212,387	368,411	0.510504	0.172971	0.815554	0.011474
ZVIA	2023-07-07	63,757	121,768	0.655158	0.001727	0.965793	0.032481
ZVIA	2023-07-14	126,915	209,887	0.683967	0.003852	0.989865	0.006283
ZVIA	2023-07-21	80,627	198,448	0.531661	0.016982	0.981897	0.001121
ZVIA	2023-07-28	261,303	712,626	0.576327	0.051854	0.947433	0.000713
ZVIA	2023-08-04	160,147	307,682	0.505022	0.007079	0.99287	0.000052
ZVIA	2023-08-11	277,320	375,763	0.747224	0.010024	0.983363	0.006613
ZVIA	2023-08-18	110,442	192,948	0.650374	0.026321	0.971791	0.001888
ZVIA	2023-08-25	119,357	188,530	0.692447	0.014079	0.980152	0.005769
ZVIA	2023-09-01	84,239	116,276	0.830525	0.032159	0.967284	0.000557
ZVIA	2023-09-08	68,520	123,266	0.847755	0.009994	0.989655	0.000351
ZVIA	2023-09-15	178,606	244,888	0.671843	0.012532	0.987468	0
ZVIA	2023-09-22	120,253	196,706	0.700589	0.023873	0.974528	0.001599
ZVIA	2023-09-29	79,411	118,449	0.683101	0.016333	0.982939	0.000729
ZVIA	2023-10-06	94,864	158,610	0.730743	0.003893	0.996107	0
ZVIA	2023-10-13	75,675	122,957	0.708297	0.022991	0.977009	0
ZVIA	2023-10-20	146,342	242,697	0.72971	0.014874	0.981301	0.003824
ZVIA	2023-10-27	72,893	115,677	0.70546	0.041477	0.948024	0.010499
ZVIA	2023-11-03	67,351	115,155	0.781309	0.010378	0.986562	0.003059

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