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
ABBV	2015-03-20	17,554,503	46,794,580	0.414564	0.453562	0.509924	0.036514
ABBV	2015-03-27	14,276,117	33,372,418	0.457978	0.406356	0.554526	0.039117
ABBV	2015-04-03	14,503,874	30,064,447	0.532486	0.450241	0.521344	0.028415
ABBV	2015-04-10	21,194,174	47,450,975	0.481451	0.498709	0.470759	0.030532
ABBV	2015-04-17	21,122,578	42,445,665	0.533741	0.518503	0.453905	0.027593
ABBV	2015-04-24	29,721,466	56,028,893	0.556756	0.497209	0.430935	0.071856
ABBV	2015-05-01	26,942,494	49,906,638	0.566202	0.474331	0.441532	0.084137
ABBV	2015-05-08	18,126,245	31,080,582	0.595454	0.461295	0.51035	0.028355
ABBV	2015-05-15	14,381,830	27,359,616	0.584757	0.509668	0.456373	0.033959
ABBV	2015-05-22	22,248,142	38,730,465	0.643951	0.504117	0.462805	0.033078
ABBV	2015-05-29	24,811,690	61,105,041	0.480292	0.41542	0.548168	0.036412
ABBV	2015-06-05	22,189,153	38,334,928	0.580774	0.391294	0.582433	0.026273
ABBV	2015-06-12	13,347,749	31,559,264	0.472214	0.362872	0.561467	0.075661
ABBV	2015-06-19	12,978,015	30,390,131	0.487093	0.378828	0.591538	0.029634
ABBV	2015-06-26	14,262,769	31,401,999	0.500145	0.373611	0.596132	0.030257
ABBV	2015-07-03	12,758,676	27,624,683	0.482155	0.402237	0.567887	0.029876
ABBV	2015-07-10	10,998,909	24,150,295	0.472863	0.338079	0.633804	0.028116
ABBV	2015-07-17	10,266,849	25,543,752	0.4852	0.390806	0.556926	0.052268
ABBV	2015-07-24	14,755,039	28,150,015	0.561565	0.441529	0.504719	0.053753
ABBV	2015-07-31	13,916,780	32,181,816	0.492396	0.414835	0.540344	0.044822
ABBV	2015-08-07	18,401,162	30,290,615	0.557235	0.455008	0.527317	0.017675
ABBV	2015-08-14	12,303,757	27,372,534	0.492251	0.390967	0.571573	0.03746
ABBV	2015-08-21	17,676,043	34,921,114	0.539566	0.376298	0.532025	0.091677
ABBV	2015-08-28	24,832,664	54,426,143	0.493882	0.380123	0.536675	0.083202
ABBV	2015-09-04	26,327,193	47,120,204	0.579498	0.302582	0.624566	0.072852
ABBV	2015-09-11	13,858,457	26,555,479	0.529782	0.380443	0.586078	0.033479
ABBV	2015-09-18	27,297,756	51,434,489	0.556872	0.377905	0.586927	0.035168
ABBV	2015-09-25	17,434,763	38,704,819	0.482007	0.440325	0.538219	0.021456
ABBV	2015-10-02	20,290,667	42,816,615	0.49868	0.439322	0.537447	0.023231
ABBV	2015-10-09	16,961,043	33,742,637	0.487809	0.445166	0.534086	0.020748
ABBV	2015-10-16	12,922,910	31,658,296	0.408197	0.41169	0.571596	0.016714
ABBV	2015-10-23	20,065,878	77,866,892	0.304303	0.474376	0.506898	0.018726
ABBV	2015-10-30	22,438,245	55,741,802	0.411936	0.523831	0.454242	0.021926
ABBV	2015-11-06	22,198,515	44,465,882	0.507794	0.429175	0.504758	0.066067
ABBV	2015-11-13	14,330,632	31,180,372	0.450775	0.491418	0.448625	0.059957
ABBV	2015-11-20	12,667,165	26,757,959	0.475439	0.467425	0.50449	0.028085
ABBV	2015-11-27	6,639,429	15,499,956	0.473205	0.383913	0.586567	0.02952
ABBV	2015-12-04	15,672,914	39,521,878	0.419435	0.398065	0.56703	0.034905
ABBV	2015-12-11	13,480,205	28,912,762	0.49228	0.441639	0.535391	0.02297
ABBV	2015-12-18	14,396,957	33,920,919	0.464501	0.42477	0.551705	0.023526
ABBV	2015-12-25	7,093,600	17,472,493	0.426956	0.45031	0.525637	0.024053
ABBV	2016-01-01	8,714,808	18,402,760	0.490622	0.421992	0.535415	0.042592
ABBV	2016-01-08	18,511,037	35,335,139	0.545684	0.45278	0.479452	0.067768
ABBV	2016-01-15	30,434,453	58,007,499	0.55278	0.4716	0.503475	0.024926
ABBV	2016-01-22	23,456,465	41,918,581	0.598379	0.453021	0.467252	0.079727
ABBV	2016-01-29	22,090,496	43,428,743	0.571941	0.464	0.514644	0.021356
ABBV	2016-02-05	24,452,354	48,531,946	0.533677	0.442265	0.537659	0.020076
ABBV	2016-02-12	17,261,740	36,591,179	0.502806	0.384802	0.596173	0.019025
ABBV	2016-02-19	12,833,923	26,906,401	0.491967	0.353932	0.631248	0.014821
ABBV	2016-02-26	12,519,663	28,303,336	0.462772	0.38774	0.584443	0.027818
ABBV	2016-03-04	15,043,279	31,539,784	0.524588	0.405554	0.56953	0.024916
ABBV	2016-03-11	13,022,240	27,203,609	0.528751	0.461152	0.502345	0.036503
ABBV	2016-03-18	16,274,711	30,245,035	0.558805	0.449303	0.498441	0.052256
ABBV	2016-03-25	9,948,758	20,049,733	0.499134	0.434152	0.492765	0.073083
ABBV	2016-04-01	9,098,189	19,124,849	0.489461	0.417491	0.494482	0.088027
ABBV	2016-04-08	13,613,425	28,642,178	0.46756	0.445367	0.468336	0.086296
ABBV	2016-04-15	10,106,557	23,882,927	0.428114	0.388359	0.552253	0.059388
ABBV	2016-04-22	8,856,890	22,651,954	0.40263	0.459354	0.519983	0.020663
ABBV	2016-04-29	16,830,144	37,232,742	0.496808	0.43879	0.538518	0.022692
ABBV	2016-05-06	20,555,415	39,236,669	0.584314	0.457993	0.515813	0.026195
ABBV	2016-05-13	18,357,756	40,658,751	0.50483	0.488589	0.488585	0.022827
ABBV	2016-05-20	28,978,439	59,488,142	0.504316	0.463287	0.505432	0.031281
ABBV	2016-05-27	12,404,173	27,189,271	0.513351	0.444641	0.52138	0.033979
ABBV	2016-06-03	13,660,755	29,002,965	0.51475	0.408661	0.516429	0.07491
ABBV	2016-06-10	23,782,054	54,725,710	0.453241	0.41315	0.562157	0.024693
ABBV	2016-06-17	23,066,065	46,280,592	0.556592	0.394531	0.499791	0.105678
ABBV	2016-06-24	14,625,586	29,738,985	0.501949	0.363958	0.606958	0.029084
ABBV	2016-07-01	18,071,330	35,378,329	0.547407	0.299514	0.626836	0.07365
ABBV	2016-07-08	12,413,595	26,169,707	0.489563	0.298152	0.675765	0.026083
ABBV	2016-07-15	20,845,380	43,206,286	0.520593	0.372948	0.599268	0.027784
ABBV	2016-07-22	10,620,543	26,595,957	0.45651	0.364578	0.603737	0.031685
ABBV	2016-07-29	15,966,515	30,160,095	0.579996	0.358643	0.599689	0.041668
ABBV	2016-08-05	17,596,529	29,775,784	0.605439	0.340645	0.566706	0.092649
ABBV	2016-08-12	14,044,992	22,637,514	0.637292	0.337721	0.593509	0.06877
ABBV	2016-08-19	15,694,785	28,784,590	0.587014	0.365925	0.605355	0.02872
ABBV	2016-08-26	15,260,997	32,225,795	0.519301	0.391799	0.585743	0.022458
ABBV	2016-09-02	11,418,846	23,348,016	0.506647	0.403512	0.57667	0.019818
ABBV	2016-09-09	15,157,714	24,279,203	0.624838	0.376664	0.602446	0.02089
ABBV	2016-09-16	14,968,736	31,827,928	0.533412	0.341799	0.626064	0.032137
ABBV	2016-09-23	9,571,144	24,432,674	0.436853	0.376974	0.586431	0.036595
ABBV	2016-09-30	11,548,916	23,822,327	0.510461	0.415957	0.54845	0.035593
ABBV	2016-10-07	8,635,972	18,122,588	0.48378	0.42657	0.546528	0.026902
ABBV	2016-10-14	11,439,327	20,083,692	0.590523	0.442041	0.53102	0.02694
ABBV	2016-10-21	12,453,368	22,242,203	0.583858	0.449446	0.520082	0.030472
ABBV	2016-10-28	18,567,192	36,490,417	0.524895	0.472479	0.496339	0.031183
ABBV	2016-11-04	23,952,512	46,468,614	0.548483	0.436653	0.536122	0.027224
ABBV	2016-11-11	30,524,964	56,761,943	0.579418	0.401194	0.548218	0.050588
ABBV	2016-11-18	12,086,459	26,688,720	0.508985	0.393252	0.539769	0.066979
ABBV	2016-11-25	9,130,226	19,269,420	0.516949	0.478643	0.499183	0.022174
ABBV	2016-12-02	22,230,052	36,213,340	0.629139	0.418411	0.528205	0.053384
ABBV	2016-12-09	23,996,378	39,097,277	0.636291	0.428017	0.54712	0.024863
ABBV	2016-12-16	13,971,022	28,742,483	0.567764	0.409729	0.557343	0.032928
ABBV	2016-12-23	10,346,910	23,387,520	0.469642	0.40051	0.575378	0.024113
ABBV	2016-12-30	11,326,894	18,911,019	0.625942	0.346194	0.63093	0.022876
ABBV	2017-01-06	13,488,189	24,201,334	0.591061	0.43719	0.532993	0.029818
ABBV	2017-01-13	18,758,670	36,114,247	0.594911	0.42053	0.546799	0.032671
ABBV	2017-01-20	11,619,304	21,550,639	0.557619	0.425849	0.550347	0.023804
ABBV	2017-01-27	16,886,023	33,477,646	0.515789	0.469333	0.494297	0.036369
ABBV	2017-02-03	14,650,590	27,237,819	0.58661	0.407154	0.556497	0.036349
ABBV	2017-02-10	9,460,758	21,141,293	0.514034	0.418915	0.484937	0.096148

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