Split (1)

train · 2.54M 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
ABEV	2015-09-04	48,600,630	96,009,336	0.523334	0.446631	0.47741	0.07596
ABEV	2015-09-11	21,190,480	45,986,509	0.48488	0.411801	0.552705	0.035494
ABEV	2015-09-18	40,660,001	118,709,207	0.41069	0.431393	0.52934	0.039267
ABEV	2015-09-25	39,990,948	69,203,279	0.549514	0.399822	0.565496	0.034682
ABEV	2015-10-02	42,761,790	65,646,113	0.662143	0.412562	0.549581	0.037857
ABEV	2015-10-09	41,364,257	82,574,703	0.524692	0.415642	0.543551	0.040807
ABEV	2015-10-16	80,197,793	183,615,123	0.471059	0.413203	0.553737	0.03306
ABEV	2015-10-23	38,186,072	82,006,344	0.538575	0.350492	0.621299	0.028209
ABEV	2015-10-30	40,516,752	82,922,256	0.515905	0.31977	0.647872	0.032359
ABEV	2015-11-06	38,229,040	80,970,902	0.471715	0.331305	0.586951	0.081744
ABEV	2015-11-13	33,804,539	66,052,265	0.514997	0.361232	0.551889	0.086879
ABEV	2015-11-20	50,046,387	90,446,085	0.56234	0.438723	0.521564	0.039714
ABEV	2015-11-27	19,600,518	38,243,837	0.535373	0.380045	0.583628	0.036327
ABEV	2015-12-04	49,483,156	97,831,335	0.528824	0.38673	0.579593	0.033677
ABEV	2015-12-11	42,957,411	83,535,159	0.514195	0.32131	0.655015	0.023675
ABEV	2015-12-18	55,173,315	92,681,033	0.540233	0.455669	0.517543	0.026788
ABEV	2015-12-25	22,272,247	39,976,341	0.563052	0.48629	0.483417	0.030293
ABEV	2016-01-01	20,867,339	42,479,087	0.590001	0.476785	0.487825	0.03539
ABEV	2016-01-08	35,211,512	68,842,469	0.532527	0.422307	0.503825	0.073868
ABEV	2016-01-15	49,227,931	96,223,798	0.54792	0.343679	0.630513	0.025808
ABEV	2016-01-22	34,046,068	69,546,560	0.561354	0.403318	0.502326	0.094356
ABEV	2016-01-29	43,593,394	81,990,396	0.568941	0.342249	0.624215	0.033536
ABEV	2016-02-05	42,047,664	81,220,761	0.529904	0.360813	0.608762	0.030426
ABEV	2016-02-12	27,823,520	52,226,687	0.564657	0.39631	0.570512	0.033178
ABEV	2016-02-19	19,027,494	41,048,951	0.478711	0.399768	0.574452	0.025781
ABEV	2016-02-26	25,211,077	51,221,747	0.473382	0.389033	0.590264	0.020704
ABEV	2016-03-04	52,384,613	93,187,015	0.556974	0.426534	0.539778	0.033688
ABEV	2016-03-11	59,605,418	110,572,853	0.546761	0.449748	0.518719	0.031533
ABEV	2016-03-18	48,430,467	94,816,419	0.529385	0.377667	0.54879	0.073543
ABEV	2016-03-25	44,590,952	91,553,443	0.544612	0.484125	0.422543	0.093332
ABEV	2016-04-01	43,802,496	84,465,509	0.526813	0.36492	0.530512	0.104568
ABEV	2016-04-08	30,220,394	54,023,374	0.574023	0.317372	0.559053	0.123575
ABEV	2016-04-15	39,543,835	70,495,677	0.584009	0.394666	0.533809	0.071525
ABEV	2016-04-22	37,518,260	63,520,605	0.610739	0.468781	0.501797	0.029422
ABEV	2016-04-29	36,175,316	63,481,317	0.591815	0.481484	0.491995	0.026521
ABEV	2016-05-06	36,530,678	66,301,580	0.595653	0.419789	0.549625	0.030586
ABEV	2016-05-13	43,504,825	70,520,213	0.588949	0.43291	0.53826	0.02883
ABEV	2016-05-20	27,138,382	51,081,044	0.564384	0.390442	0.571806	0.037752
ABEV	2016-05-27	51,869,354	86,678,599	0.581659	0.516994	0.458125	0.02488
ABEV	2016-06-03	39,555,185	71,714,686	0.550465	0.437745	0.48101	0.081246
ABEV	2016-06-10	24,137,610	44,164,441	0.585399	0.411562	0.559885	0.028553
ABEV	2016-06-17	26,455,525	49,621,312	0.549772	0.406315	0.462939	0.130746
ABEV	2016-06-24	21,678,631	41,328,338	0.528283	0.384218	0.590451	0.025331
ABEV	2016-07-01	46,449,524	79,942,020	0.589757	0.447963	0.483236	0.068801
ABEV	2016-07-08	23,873,608	41,686,901	0.586184	0.44498	0.528062	0.026958
ABEV	2016-07-15	21,575,395	39,726,792	0.533773	0.418004	0.557116	0.024881
ABEV	2016-07-22	20,081,139	40,622,193	0.535996	0.480822	0.49428	0.024897
ABEV	2016-07-29	24,978,878	51,563,510	0.508681	0.492475	0.482028	0.025497
ABEV	2016-08-05	61,144,198	100,488,166	0.609999	0.50735	0.438779	0.053871
ABEV	2016-08-12	55,179,069	79,395,778	0.678526	0.454202	0.469602	0.076197
ABEV	2016-08-19	43,319,030	62,910,905	0.688758	0.415767	0.555004	0.029229
ABEV	2016-08-26	33,944,173	63,187,508	0.618425	0.391723	0.572794	0.035484
ABEV	2016-09-02	66,889,774	105,530,813	0.675908	0.434117	0.532141	0.033742
ABEV	2016-09-09	40,476,480	66,102,725	0.687884	0.415633	0.550402	0.033965
ABEV	2016-09-16	48,846,700	99,970,577	0.555366	0.396987	0.569611	0.033402
ABEV	2016-09-23	24,545,939	42,911,590	0.59807	0.399773	0.569588	0.030639
ABEV	2016-09-30	22,284,022	36,876,682	0.663331	0.440257	0.52604	0.033704
ABEV	2016-10-07	23,072,346	43,122,837	0.570735	0.456331	0.513764	0.029905
ABEV	2016-10-14	27,168,087	55,111,549	0.583565	0.420543	0.550177	0.02928
ABEV	2016-10-21	35,536,345	58,520,070	0.633034	0.464672	0.506051	0.029277
ABEV	2016-10-28	38,690,526	70,564,903	0.604001	0.407145	0.564176	0.028678
ABEV	2016-11-04	62,009,557	119,333,559	0.55147	0.419526	0.54962	0.030854
ABEV	2016-11-11	51,839,982	103,749,944	0.5228	0.412045	0.562667	0.025288
ABEV	2016-11-18	49,818,141	100,940,480	0.547147	0.380331	0.5526	0.067069
ABEV	2016-11-25	30,897,295	56,656,267	0.578219	0.510727	0.459486	0.029787
ABEV	2016-12-02	90,748,485	167,555,109	0.602621	0.484109	0.463125	0.052766
ABEV	2016-12-09	43,669,004	75,482,995	0.63032	0.485294	0.484921	0.029785
ABEV	2016-12-16	89,150,758	163,684,615	0.594675	0.478339	0.49825	0.023411
ABEV	2016-12-23	29,958,442	53,721,540	0.599675	0.418917	0.55123	0.029853
ABEV	2016-12-30	20,449,641	34,074,159	0.599858	0.402979	0.566174	0.030846
ABEV	2017-01-06	29,860,063	47,440,047	0.656133	0.468402	0.502417	0.02918
ABEV	2017-01-13	43,778,000	73,159,359	0.649718	0.456655	0.508602	0.034743
ABEV	2017-01-20	31,403,151	49,407,545	0.678706	0.455448	0.504084	0.040468
ABEV	2017-01-27	29,761,061	47,901,888	0.624775	0.450161	0.520848	0.028991
ABEV	2017-02-03	27,667,376	44,278,116	0.622731	0.454579	0.51212	0.033301
ABEV	2017-02-10	29,029,820	57,224,070	0.561944	0.40525	0.482682	0.112068
ABEV	2017-02-17	47,756,662	68,226,449	0.709575	0.438799	0.491832	0.069369
ABEV	2017-02-24	28,878,977	43,978,159	0.676803	0.397216	0.56367	0.039114
ABEV	2017-03-03	31,976,649	55,407,269	0.622707	0.381054	0.582051	0.036895
ABEV	2017-03-10	61,630,958	107,197,202	0.617356	0.419516	0.552292	0.028193
ABEV	2017-03-17	28,174,405	55,135,560	0.561707	0.403111	0.558244	0.038645
ABEV	2017-03-24	42,293,516	77,196,297	0.571574	0.382111	0.580405	0.037484
ABEV	2017-03-31	40,842,100	63,718,098	0.630124	0.377653	0.589304	0.033042
ABEV	2017-04-07	36,396,625	54,601,134	0.691205	0.318433	0.655844	0.025723
ABEV	2017-04-14	33,639,871	53,938,838	0.662459	0.379237	0.587851	0.032913
ABEV	2017-04-21	53,061,350	80,710,695	0.693012	0.454495	0.525647	0.019857
ABEV	2017-04-28	70,060,681	116,387,579	0.641806	0.518126	0.462357	0.019517
ABEV	2017-05-05	90,285,141	156,821,103	0.632862	0.515738	0.467021	0.017241
ABEV	2017-05-12	88,399,056	150,016,141	0.650243	0.470482	0.513959	0.015559
ABEV	2017-05-19	97,463,223	205,617,330	0.546816	0.456172	0.522946	0.020881
ABEV	2017-05-26	62,055,830	113,982,577	0.598976	0.39274	0.53704	0.07022
ABEV	2017-06-02	80,724,406	211,500,023	0.546491	0.389039	0.587984	0.022977
ABEV	2017-06-09	82,743,190	145,912,638	0.567903	0.480061	0.505463	0.014476
ABEV	2017-06-16	66,300,602	145,831,042	0.546591	0.443978	0.539197	0.016825
ABEV	2017-06-23	83,974,574	162,289,101	0.545573	0.429258	0.558541	0.012201
ABEV	2017-06-30	81,025,868	130,531,046	0.622355	0.443298	0.546435	0.010266
ABEV	2017-07-07	53,783,692	101,065,543	0.580564	0.415058	0.571128	0.013813
ABEV	2017-07-14	65,929,489	110,045,913	0.614539	0.381237	0.600351	0.018412
ABEV	2017-07-21	28,788,940	52,425,253	0.566829	0.342107	0.640409	0.017484
ABEV	2017-07-28	32,189,011	57,967,312	0.589325	0.375553	0.608171	0.016276

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