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	2017-08-04	41,091,279	66,531,623	0.648264	0.351376	0.631514	0.01711
ABEV	2017-08-11	41,475,929	69,762,866	0.622138	0.358673	0.629438	0.011889
ABEV	2017-08-18	45,787,433	73,247,111	0.643722	0.337469	0.646188	0.016342
ABEV	2017-08-25	27,024,379	48,652,929	0.597207	0.323654	0.658785	0.017562
ABEV	2017-09-01	29,202,396	53,284,135	0.586648	0.266612	0.71811	0.015278
ABEV	2017-09-08	35,887,759	57,388,776	0.648229	0.324766	0.654986	0.020248
ABEV	2017-09-15	64,139,683	98,371,272	0.636945	0.295648	0.69268	0.011672
ABEV	2017-09-22	49,900,116	80,734,145	0.62294	0.326425	0.653737	0.019837
ABEV	2017-09-29	63,054,772	107,674,256	0.631296	0.349239	0.599912	0.050849
ABEV	2017-10-06	49,161,950	93,312,457	0.509734	0.308526	0.668623	0.022851
ABEV	2017-10-13	60,978,443	110,368,054	0.5946	0.385256	0.559813	0.054931
ABEV	2017-10-20	37,679,154	69,377,230	0.592476	0.371744	0.611392	0.016865
ABEV	2017-10-27	56,100,411	96,107,946	0.622922	0.343017	0.642838	0.014144
ABEV	2017-11-03	63,732,653	114,689,112	0.586232	0.342403	0.646397	0.0112
ABEV	2017-11-10	62,009,716	129,874,464	0.462702	0.339922	0.648547	0.011531
ABEV	2017-11-17	39,144,914	61,611,394	0.636188	0.355156	0.631779	0.013065
ABEV	2017-11-24	35,404,522	58,507,254	0.650902	0.384019	0.603901	0.01208
ABEV	2017-12-01	44,710,626	73,015,395	0.659351	0.297489	0.6875	0.015011
ABEV	2017-12-08	42,389,388	71,778,943	0.575432	0.304221	0.684465	0.011314
ABEV	2017-12-15	43,233,077	68,106,408	0.640131	0.363034	0.622726	0.01424
ABEV	2017-12-22	27,517,252	41,700,403	0.688507	0.414296	0.577294	0.00841
ABEV	2017-12-29	30,439,930	43,161,476	0.72964	0.372276	0.609771	0.017953
ABEV	2018-01-05	36,210,466	51,081,701	0.676846	0.286776	0.663694	0.049529
ABEV	2018-01-12	37,251,235	58,636,193	0.659673	0.351403	0.636437	0.01216
ABEV	2018-01-19	39,740,755	56,476,331	0.707021	0.361856	0.587512	0.050632
ABEV	2018-01-26	50,871,659	97,182,815	0.548834	0.350778	0.634881	0.014341
ABEV	2018-02-02	50,280,417	86,893,939	0.572696	0.339377	0.652161	0.008462
ABEV	2018-02-09	77,835,240	111,159,166	0.650734	0.346398	0.636709	0.016893
ABEV	2018-02-16	47,949,444	72,638,024	0.67302	0.373354	0.613823	0.012823
ABEV	2018-02-23	48,239,388	82,134,260	0.58306	0.392784	0.598194	0.009022
ABEV	2018-03-02	44,209,800	71,673,379	0.587387	0.353351	0.63667	0.009979
ABEV	2018-03-09	73,875,554	127,429,424	0.566459	0.374583	0.543275	0.082143
ABEV	2018-03-16	64,659,758	106,663,134	0.63901	0.359101	0.56445	0.076449
ABEV	2018-03-23	43,604,530	69,105,373	0.696572	0.346472	0.642287	0.011241
ABEV	2018-03-30	39,956,853	63,120,907	0.626294	0.350823	0.633626	0.015551
ABEV	2018-04-06	53,938,903	98,746,430	0.591065	0.403668	0.587729	0.008603
ABEV	2018-04-13	62,201,613	118,207,093	0.538151	0.400671	0.583944	0.015386
ABEV	2018-04-20	60,612,290	110,372,799	0.525327	0.384978	0.603979	0.011043
ABEV	2018-04-27	41,485,425	66,463,101	0.637634	0.390598	0.529596	0.079806
ABEV	2018-05-04	38,348,715	75,838,324	0.528266	0.362931	0.623538	0.013532
ABEV	2018-05-11	65,189,123	123,860,793	0.549635	0.429887	0.559149	0.010963
ABEV	2018-05-18	72,652,242	141,160,225	0.554044	0.397987	0.590383	0.01163
ABEV	2018-05-25	55,701,573	105,672,815	0.548182	0.366244	0.619653	0.014102
ABEV	2018-06-01	46,895,697	84,291,915	0.572854	0.408959	0.583344	0.007697
ABEV	2018-06-08	102,734,105	184,150,248	0.556162	0.379229	0.612263	0.008508
ABEV	2018-06-15	89,663,438	156,305,504	0.504366	0.382693	0.609873	0.007434
ABEV	2018-06-22	77,818,568	131,310,562	0.588693	0.400931	0.591159	0.007911
ABEV	2018-06-29	75,978,953	145,381,975	0.539018	0.371267	0.620109	0.008624
ABEV	2018-07-06	55,680,071	106,077,244	0.568661	0.445392	0.547251	0.007358
ABEV	2018-07-13	49,569,777	118,126,606	0.451203	0.349895	0.639378	0.010727
ABEV	2018-07-20	89,964,413	157,411,042	0.542986	0.475751	0.516658	0.007591
ABEV	2018-07-27	73,611,683	157,603,971	0.498347	0.357566	0.626792	0.015642
ABEV	2018-08-03	52,791,282	115,301,312	0.482073	0.393711	0.596181	0.010108
ABEV	2018-08-10	90,381,677	175,076,776	0.590417	0.4798	0.511925	0.008276
ABEV	2018-08-17	106,494,088	174,629,646	0.61861	0.457758	0.534351	0.007891
ABEV	2018-08-24	103,903,235	163,454,704	0.615497	0.381793	0.612624	0.005583
ABEV	2018-08-31	67,104,024	118,882,445	0.541181	0.341781	0.652293	0.005926
ABEV	2018-09-07	56,187,535	112,813,711	0.475456	0.414596	0.5772	0.008204
ABEV	2018-09-14	59,613,437	119,041,968	0.530524	0.328422	0.66262	0.008959
ABEV	2018-09-21	82,013,385	128,214,280	0.574786	0.393611	0.599453	0.006937
ABEV	2018-09-28	77,151,478	113,299,417	0.657635	0.383848	0.606876	0.009277
ABEV	2018-10-05	73,324,606	116,309,830	0.613241	0.423328	0.566482	0.01019
ABEV	2018-10-12	90,297,763	142,799,940	0.5511	0.440594	0.550034	0.009372
ABEV	2018-10-19	67,919,980	120,661,894	0.550563	0.441832	0.55139	0.006778
ABEV	2018-10-26	128,223,072	212,298,717	0.601322	0.467169	0.521273	0.011558
ABEV	2018-11-02	106,537,340	163,177,234	0.691804	0.430814	0.560189	0.008997
ABEV	2018-11-09	90,857,362	151,351,788	0.6373	0.428214	0.537558	0.034228
ABEV	2018-11-16	57,696,617	91,239,816	0.672207	0.387984	0.576784	0.035232
ABEV	2018-11-23	34,372,889	57,861,902	0.68143	0.413005	0.567929	0.019067
ABEV	2018-11-30	71,412,349	114,926,099	0.656249	0.452086	0.527652	0.020262
ABEV	2018-12-07	51,437,131	82,407,073	0.641508	0.410727	0.572334	0.016939
ABEV	2018-12-14	52,539,215	87,470,129	0.606095	0.366105	0.615591	0.018304
ABEV	2018-12-21	45,571,613	80,436,624	0.592232	0.39933	0.584613	0.016057
ABEV	2018-12-28	29,197,838	47,150,559	0.63378	0.328003	0.657679	0.014318
ABEV	2019-01-04	47,597,192	68,170,385	0.696545	0.324889	0.65648	0.018631
ABEV	2019-01-11	97,563,485	136,876,803	0.69655	0.314183	0.670286	0.015531
ABEV	2019-01-18	86,575,901	125,582,954	0.684616	0.366523	0.618596	0.014881
ABEV	2019-01-25	52,026,976	88,647,074	0.615124	0.389017	0.59432	0.016663
ABEV	2019-02-01	82,418,283	112,525,785	0.69026	0.31287	0.675261	0.011869
ABEV	2019-02-08	153,387,398	226,988,175	0.704973	0.346898	0.638219	0.014883
ABEV	2019-02-15	150,354,745	192,645,841	0.751537	0.296632	0.689217	0.014151
ABEV	2019-02-22	50,970,551	74,876,607	0.692924	0.313642	0.634401	0.051957
ABEV	2019-03-01	79,620,835	157,530,284	0.615184	0.260143	0.690326	0.049531
ABEV	2019-03-08	55,394,327	96,253,724	0.60885	0.338307	0.632747	0.028946
ABEV	2019-03-15	70,782,211	132,273,094	0.599218	0.333477	0.642932	0.023591
ABEV	2019-03-22	117,583,827	167,566,920	0.70418	0.28184	0.702099	0.016061
ABEV	2019-03-29	108,553,815	154,718,613	0.743974	0.306593	0.673126	0.020281
ABEV	2019-04-05	56,482,158	88,686,776	0.64128	0.329669	0.643656	0.026676
ABEV	2019-04-12	79,732,275	111,396,732	0.763581	0.365019	0.60539	0.029591
ABEV	2019-04-19	42,208,088	70,796,594	0.725507	0.370216	0.604359	0.025425
ABEV	2019-04-26	70,069,523	91,994,055	0.781672	0.378932	0.593206	0.027861
ABEV	2019-05-03	67,749,523	98,200,089	0.68811	0.383397	0.593652	0.022951
ABEV	2019-05-10	110,682,680	141,937,140	0.773225	0.378465	0.590649	0.030886
ABEV	2019-05-17	109,318,125	144,365,693	0.749379	0.334886	0.6465	0.018614
ABEV	2019-05-24	69,584,200	120,209,806	0.610165	0.395966	0.57657	0.027464
ABEV	2019-05-31	50,036,208	74,342,498	0.690915	0.349459	0.628608	0.021933
ABEV	2019-06-07	49,526,684	77,945,903	0.640334	0.382451	0.595136	0.022413
ABEV	2019-06-14	49,519,488	85,574,297	0.576622	0.348924	0.624112	0.026964
ABEV	2019-06-21	55,582,395	101,647,438	0.531268	0.364494	0.61592	0.019586
ABEV	2019-06-28	56,489,864	100,561,938	0.547769	0.335473	0.639745	0.024781

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