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
ABEV	2021-01-29	66,929,055	103,647,625	0.649719	0.517086	0.464043	0.018871
ABEV	2021-02-05	49,770,686	77,912,824	0.64727	0.510764	0.474228	0.015008
ABEV	2021-02-12	55,393,847	82,239,396	0.714927	0.462398	0.516588	0.021014
ABEV	2021-02-19	66,663,528	85,925,036	0.732629	0.731147	0.252656	0.016197
ABEV	2021-02-26	98,863,858	127,454,696	0.778919	0.527797	0.410997	0.061205
ABEV	2021-03-05	127,305,020	172,328,373	0.728096	0.527724	0.46043	0.011846
ABEV	2021-03-12	76,637,212	97,768,956	0.776965	0.504658	0.470961	0.02438
ABEV	2021-03-19	46,121,781	62,147,604	0.738497	0.521867	0.46324	0.014893
ABEV	2021-03-26	51,692,775	75,234,968	0.668173	0.508271	0.479411	0.012317
ABEV	2021-04-02	32,280,317	45,168,764	0.731683	0.537025	0.447293	0.015682
ABEV	2021-04-09	39,814,619	54,013,496	0.736222	0.581585	0.387349	0.031066
ABEV	2021-04-16	37,225,313	54,198,390	0.738094	0.566793	0.40851	0.024696
ABEV	2021-04-23	38,012,519	57,554,127	0.689396	0.600839	0.371229	0.027932
ABEV	2021-04-30	31,513,361	48,216,562	0.685059	0.59365	0.381937	0.024412
ABEV	2021-05-07	76,300,769	110,524,175	0.660814	0.469217	0.436265	0.094518
ABEV	2021-05-14	58,205,372	90,443,629	0.662068	0.435768	0.460767	0.103465
ABEV	2021-05-21	50,939,973	87,223,926	0.610518	0.514789	0.460804	0.024406
ABEV	2021-05-28	56,188,161	87,296,567	0.669791	0.488816	0.488996	0.022187
ABEV	2021-06-04	79,560,546	122,528,531	0.607005	0.567579	0.418661	0.01376
ABEV	2021-06-11	53,272,527	98,788,132	0.563292	0.506964	0.461881	0.031154
ABEV	2021-06-18	54,950,216	84,133,676	0.644679	0.477029	0.499493	0.023479
ABEV	2021-06-25	62,595,660	108,108,876	0.595537	0.471305	0.498656	0.030038
ABEV	2021-07-02	59,465,384	105,992,792	0.596305	0.465856	0.476047	0.058098
ABEV	2021-07-09	35,063,603	52,691,484	0.659355	0.506437	0.476733	0.01683
ABEV	2021-07-16	57,383,528	97,523,312	0.620804	0.490101	0.451181	0.058718
ABEV	2021-07-23	42,114,466	83,377,087	0.565249	0.559081	0.421847	0.019072
ABEV	2021-07-30	59,049,628	88,729,112	0.677823	0.519361	0.460364	0.020275
ABEV	2021-08-06	51,037,230	87,878,510	0.6398	0.586507	0.384797	0.028696
ABEV	2021-08-13	40,066,120	82,120,300	0.560645	0.551491	0.425221	0.023288
ABEV	2021-08-20	69,277,427	103,485,860	0.660779	0.572537	0.397661	0.029802
ABEV	2021-08-27	38,645,273	73,852,327	0.538127	0.530066	0.452236	0.017699
ABEV	2021-09-03	44,526,866	85,398,248	0.609211	0.531774	0.440112	0.028114
ABEV	2021-09-10	68,293,884	110,611,507	0.643614	0.582092	0.353679	0.064229
ABEV	2021-09-17	66,727,457	112,526,107	0.561519	0.568351	0.369983	0.061667
ABEV	2021-09-24	51,149,891	92,880,403	0.597782	0.587835	0.391146	0.021018
ABEV	2021-10-01	62,172,986	129,125,238	0.544896	0.502084	0.47456	0.023356
ABEV	2021-10-08	37,058,476	67,770,830	0.543246	0.513561	0.454397	0.032042
ABEV	2021-10-15	34,107,141	52,048,087	0.643963	0.605444	0.365866	0.02869
ABEV	2021-10-22	65,364,749	97,813,316	0.683358	0.577735	0.397499	0.024766
ABEV	2021-10-29	87,731,472	133,139,214	0.704746	0.505961	0.401719	0.09232
ABEV	2021-11-05	56,251,781	95,470,050	0.630593	0.541169	0.423521	0.03531
ABEV	2021-11-12	66,034,728	105,386,045	0.650371	0.539115	0.428409	0.032475
ABEV	2021-11-19	48,311,858	76,944,506	0.648408	0.558605	0.416604	0.024792
ABEV	2021-11-26	40,602,967	65,707,483	0.592007	0.59465	0.376304	0.029046
ABEV	2021-12-03	65,018,258	105,196,520	0.608523	0.588397	0.378844	0.03276
ABEV	2021-12-10	47,826,106	77,030,464	0.650365	0.635118	0.330812	0.03407
ABEV	2021-12-17	37,938,447	70,550,934	0.553963	0.574509	0.388891	0.036599
ABEV	2021-12-24	39,364,104	60,023,080	0.667728	0.614971	0.318668	0.066361
ABEV	2021-12-31	17,463,440	27,782,204	0.651804	0.602191	0.375469	0.02234
ABEV	2022-01-07	37,720,931	65,720,140	0.621765	0.597374	0.369057	0.033569
ABEV	2022-01-14	40,883,575	67,622,312	0.61943	0.632215	0.340971	0.026814
ABEV	2022-01-21	39,495,758	61,492,747	0.698106	0.570462	0.394069	0.035469
ABEV	2022-01-28	74,357,341	119,039,429	0.62087	0.577104	0.381079	0.041817
ABEV	2022-02-04	35,252,236	57,084,299	0.64115	0.554545	0.402254	0.0432
ABEV	2022-02-11	54,070,584	90,336,467	0.678175	0.568854	0.373886	0.05726
ABEV	2022-02-18	58,390,170	90,305,657	0.670777	0.58196	0.38112	0.03692
ABEV	2022-02-25	57,078,702	90,466,714	0.668571	0.557686	0.411983	0.030332
ABEV	2022-03-04	60,834,879	114,314,208	0.610845	0.561923	0.414598	0.023479
ABEV	2022-03-11	56,385,975	112,118,596	0.539342	0.612667	0.350526	0.036807
ABEV	2022-03-18	41,280,437	80,897,176	0.551253	0.557442	0.40237	0.040189
ABEV	2022-03-25	41,420,032	77,907,288	0.5668	0.53759	0.421503	0.040907
ABEV	2022-04-01	50,384,536	78,907,899	0.62483	0.573886	0.395835	0.03028
ABEV	2022-04-08	45,034,948	85,707,017	0.578021	0.573434	0.392962	0.033605
ABEV	2022-04-15	37,274,128	70,613,641	0.569947	0.588789	0.384279	0.026932
ABEV	2022-04-22	39,645,052	71,637,457	0.635063	0.651957	0.317111	0.030932
ABEV	2022-04-29	60,988,134	98,817,327	0.650064	0.645407	0.333556	0.021037
ABEV	2022-05-06	90,344,461	139,690,722	0.671965	0.671088	0.311804	0.017108
ABEV	2022-05-13	95,954,151	149,974,832	0.654073	0.666833	0.313463	0.019704
ABEV	2022-05-20	74,147,002	142,131,440	0.594449	0.671463	0.310467	0.01807
ABEV	2022-05-27	63,681,944	117,112,107	0.578852	0.666628	0.270937	0.062435
ABEV	2022-06-03	59,569,061	94,909,141	0.625194	0.712525	0.265861	0.021615
ABEV	2022-06-10	85,588,432	133,607,650	0.654611	0.674602	0.307694	0.017704
ABEV	2022-06-17	94,975,229	164,198,443	0.604243	0.649704	0.332486	0.01781
ABEV	2022-06-24	61,634,539	103,537,721	0.626046	0.729267	0.253993	0.01674
ABEV	2022-07-01	82,349,232	171,253,739	0.578312	0.708695	0.265157	0.026148
ABEV	2022-07-08	61,595,146	107,617,406	0.653835	0.689152	0.273433	0.037415
ABEV	2022-07-15	87,851,988	156,370,763	0.612751	0.681444	0.296288	0.022269
ABEV	2022-07-22	86,925,834	150,693,200	0.628759	0.639044	0.308336	0.05262
ABEV	2022-07-29	78,682,144	147,146,822	0.591225	0.604811	0.378473	0.016716
ABEV	2022-08-05	67,934,563	149,459,313	0.530506	0.621618	0.351604	0.026779
ABEV	2022-08-12	61,829,949	92,638,077	0.67866	0.678438	0.298894	0.022668
ABEV	2022-08-19	83,071,139	129,905,306	0.653005	0.636536	0.333373	0.030091
ABEV	2022-08-26	75,665,473	104,496,099	0.726653	0.690617	0.281352	0.028031
ABEV	2022-09-02	74,298,825	107,168,921	0.685037	0.672279	0.299034	0.028687
ABEV	2022-09-09	35,857,177	59,010,115	0.601159	0.669048	0.294658	0.036294
ABEV	2022-09-16	49,290,807	90,415,302	0.584404	0.600443	0.367577	0.03198
ABEV	2022-09-23	89,839,269	133,220,006	0.650012	0.59325	0.373639	0.033112
ABEV	2022-09-30	101,411,079	151,314,951	0.639719	0.545812	0.341121	0.113067
ABEV	2022-10-07	94,944,862	174,107,134	0.592334	0.541255	0.325569	0.133176
ABEV	2022-10-14	51,944,784	98,102,215	0.537022	0.497655	0.376247	0.126098
ABEV	2022-10-21	59,299,831	111,911,654	0.551061	0.587508	0.367794	0.044699
ABEV	2022-10-28	68,202,741	124,550,303	0.578064	0.583001	0.389078	0.02792
ABEV	2022-11-04	76,493,902	124,638,342	0.645002	0.578121	0.372451	0.049428
ABEV	2022-11-11	76,958,825	135,371,450	0.577796	0.616966	0.335935	0.047099
ABEV	2022-11-18	62,141,165	98,075,481	0.617264	0.607084	0.359963	0.032953
ABEV	2022-11-25	36,840,917	62,762,471	0.604505	0.596533	0.349324	0.054143
ABEV	2022-12-02	72,464,773	114,823,188	0.652411	0.557751	0.391817	0.050432
ABEV	2022-12-09	40,736,510	62,612,750	0.680209	0.536944	0.418846	0.04421
ABEV	2022-12-16	87,738,541	143,196,377	0.66125	0.646821	0.319833	0.033347
ABEV	2022-12-23	35,366,351	60,371,972	0.589759	0.53655	0.421213	0.042237

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