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
ABT	2014-04-25	8,223,898	20,407,486	0.467209	0.39185	0.56788	0.04027
ABT	2014-05-02	8,984,774	17,630,801	0.561616	0.378033	0.58564	0.036326
ABT	2014-05-09	9,874,243	22,562,015	0.527199	0.361395	0.505058	0.133547
ABT	2014-05-16	15,136,798	32,325,499	0.513351	0.446806	0.441271	0.111922
ABT	2014-05-23	8,761,456	17,989,596	0.546477	0.439662	0.51955	0.040789
ABT	2014-05-30	6,068,385	13,869,009	0.520154	0.432652	0.525994	0.041354
ABT	2014-06-06	6,461,152	14,253,184	0.492483	0.450572	0.497988	0.05144
ABT	2014-06-13	10,348,353	20,000,034	0.547716	0.533593	0.419319	0.047088
ABT	2014-06-20	13,163,851	27,529,621	0.547019	0.412341	0.542253	0.045406
ABT	2014-06-27	7,230,232	21,615,436	0.391009	0.384428	0.569213	0.046359
ABT	2014-07-04	7,591,359	17,055,462	0.512184	0.390308	0.510552	0.099141
ABT	2014-07-11	7,607,309	16,636,298	0.506042	0.459211	0.493976	0.046813
ABT	2014-07-18	22,246,241	38,393,770	0.58976	0.491343	0.422337	0.08632
ABT	2014-07-25	13,714,724	23,991,751	0.63639	0.400938	0.556892	0.04217
ABT	2014-08-01	8,376,101	16,096,512	0.549873	0.424091	0.545212	0.030697
ABT	2014-08-08	7,558,453	15,227,194	0.518332	0.360608	0.601611	0.037781
ABT	2014-08-15	9,645,612	16,011,794	0.613366	0.436101	0.534829	0.02907
ABT	2014-08-22	5,118,824	13,558,319	0.402915	0.3697	0.591198	0.039102
ABT	2014-08-29	4,771,443	12,547,424	0.444201	0.374757	0.592007	0.033235
ABT	2014-09-05	5,384,562	12,982,152	0.447931	0.402496	0.565021	0.032483
ABT	2014-09-12	8,380,262	18,448,576	0.489505	0.417579	0.491036	0.091384
ABT	2014-09-19	7,395,590	18,556,536	0.437472	0.427924	0.539689	0.032387
ABT	2014-09-26	7,926,715	21,667,714	0.419398	0.424746	0.547329	0.027925
ABT	2014-10-03	7,162,360	18,748,433	0.439486	0.378164	0.59114	0.030696
ABT	2014-10-10	10,247,302	21,883,190	0.510549	0.389226	0.573143	0.03763
ABT	2014-10-17	12,223,592	27,215,788	0.486882	0.348128	0.608528	0.043344
ABT	2014-10-24	9,293,709	21,173,393	0.46137	0.433059	0.529624	0.037316
ABT	2014-10-31	8,630,042	19,638,729	0.466115	0.458799	0.474435	0.066766
ABT	2014-11-07	6,080,103	15,193,598	0.437812	0.445497	0.525484	0.029019
ABT	2014-11-14	6,751,866	16,055,208	0.449639	0.424857	0.543112	0.032031
ABT	2014-11-21	6,775,803	20,492,886	0.370436	0.367014	0.608161	0.024826
ABT	2014-11-28	4,491,395	10,908,786	0.460275	0.397272	0.573444	0.029284
ABT	2014-12-05	9,317,868	25,667,535	0.426691	0.441567	0.520986	0.037447
ABT	2014-12-12	7,310,362	17,932,032	0.457587	0.397921	0.56927	0.032808
ABT	2014-12-19	11,152,440	25,884,375	0.486629	0.3609	0.60167	0.03743
ABT	2014-12-26	5,978,118	12,400,559	0.567551	0.395775	0.444304	0.159921
ABT	2015-01-02	3,854,072	9,453,014	0.469166	0.335353	0.612241	0.052406
ABT	2015-01-09	7,229,478	20,326,834	0.410556	0.3402	0.623069	0.03673
ABT	2015-01-16	9,281,179	21,447,932	0.461983	0.34956	0.564855	0.085586
ABT	2015-01-23	7,367,875	17,854,383	0.429891	0.440063	0.528777	0.03116
ABT	2015-01-30	14,180,825	29,821,548	0.478767	0.396152	0.521202	0.082646
ABT	2015-02-06	13,985,832	29,314,162	0.489798	0.263585	0.699158	0.037258
ABT	2015-02-13	9,869,016	21,319,809	0.487777	0.328523	0.631696	0.03978
ABT	2015-02-20	10,262,007	20,089,499	0.589589	0.330104	0.636685	0.033211
ABT	2015-02-27	9,357,325	20,405,493	0.553233	0.368611	0.580908	0.050481
ABT	2015-03-06	14,564,117	26,832,935	0.554078	0.262746	0.621621	0.115633
ABT	2015-03-13	11,756,189	19,918,687	0.623289	0.334366	0.539202	0.126432
ABT	2015-03-20	10,859,913	22,362,003	0.554249	0.322763	0.650469	0.026768
ABT	2015-03-27	9,587,744	16,919,321	0.589111	0.380079	0.575804	0.044117
ABT	2015-04-03	7,538,549	14,577,542	0.588105	0.332943	0.617114	0.049943
ABT	2015-04-10	8,669,458	16,730,771	0.547501	0.416812	0.553235	0.029953
ABT	2015-04-17	7,841,116	14,418,765	0.63373	0.410894	0.553727	0.035379
ABT	2015-04-24	14,146,982	24,067,603	0.642551	0.401978	0.509072	0.08895
ABT	2015-05-01	10,766,175	18,161,148	0.626498	0.321875	0.591738	0.086387
ABT	2015-05-08	8,522,259	15,460,485	0.623261	0.372566	0.587947	0.039486
ABT	2015-05-15	10,301,513	18,255,955	0.61185	0.406963	0.554902	0.038135
ABT	2015-05-22	8,624,619	15,547,451	0.637055	0.468776	0.496315	0.034909
ABT	2015-05-29	7,659,276	15,757,339	0.558446	0.400301	0.557159	0.04254
ABT	2015-06-05	9,048,893	16,426,378	0.608194	0.378449	0.589546	0.032005
ABT	2015-06-12	9,481,462	19,314,219	0.593061	0.380563	0.548444	0.070993
ABT	2015-06-19	11,616,886	23,658,009	0.576194	0.39799	0.56869	0.03332
ABT	2015-06-26	8,485,795	17,564,012	0.516847	0.386518	0.569636	0.043846
ABT	2015-07-03	7,337,802	12,224,693	0.627257	0.38823	0.572183	0.039587
ABT	2015-07-10	11,964,380	21,316,989	0.576955	0.381654	0.585937	0.032409
ABT	2015-07-17	7,323,649	20,136,504	0.405682	0.391611	0.57945	0.028939
ABT	2015-07-24	12,783,048	27,125,368	0.504847	0.388807	0.571769	0.039424
ABT	2015-07-31	7,862,021	18,118,902	0.490883	0.405717	0.555569	0.038714
ABT	2015-08-07	6,636,463	17,406,997	0.452459	0.382298	0.581478	0.036224
ABT	2015-08-14	7,377,972	14,944,513	0.504838	0.443099	0.531335	0.025566
ABT	2015-08-21	10,599,642	22,545,117	0.489615	0.424688	0.513539	0.061773
ABT	2015-08-28	25,767,521	52,753,580	0.507252	0.370759	0.546469	0.082773
ABT	2015-09-04	14,979,475	29,435,307	0.535654	0.34938	0.587444	0.063176
ABT	2015-09-11	9,168,556	17,857,434	0.547717	0.396893	0.567058	0.03605
ABT	2015-09-18	12,803,093	24,193,984	0.522301	0.357855	0.607068	0.035077
ABT	2015-09-25	14,411,070	26,922,891	0.538945	0.420777	0.549546	0.029677
ABT	2015-10-02	19,798,886	43,706,984	0.481143	0.410301	0.55223	0.03747
ABT	2015-10-09	17,185,457	38,431,423	0.419415	0.419699	0.549125	0.031176
ABT	2015-10-16	12,979,959	24,978,352	0.509483	0.417769	0.557536	0.024695
ABT	2015-10-23	17,835,335	32,364,714	0.537841	0.46114	0.508575	0.030285
ABT	2015-10-30	14,410,032	25,846,467	0.572546	0.409334	0.551649	0.039017
ABT	2015-11-06	13,727,137	22,961,413	0.574009	0.376288	0.568543	0.05517
ABT	2015-11-13	14,251,160	23,431,081	0.590453	0.314997	0.603493	0.081511
ABT	2015-11-20	14,269,936	24,877,843	0.58104	0.344804	0.619367	0.035829
ABT	2015-11-27	6,078,368	11,164,707	0.544975	0.379314	0.58562	0.035066
ABT	2015-12-04	12,528,269	24,385,576	0.50277	0.352061	0.619678	0.028261
ABT	2015-12-11	12,017,241	21,552,850	0.547388	0.366522	0.603608	0.029871
ABT	2015-12-18	15,483,152	29,240,244	0.544829	0.342189	0.601581	0.05623
ABT	2015-12-25	5,400,040	12,594,735	0.428318	0.37461	0.576848	0.048542
ABT	2016-01-01	6,773,370	12,815,130	0.543137	0.432791	0.509925	0.057284
ABT	2016-01-08	18,732,282	33,384,581	0.586101	0.40664	0.510965	0.082395
ABT	2016-01-15	17,808,587	30,681,039	0.583222	0.354805	0.604734	0.040461
ABT	2016-01-22	15,389,187	31,402,360	0.526285	0.349847	0.549498	0.100655
ABT	2016-01-29	24,496,452	48,542,717	0.543657	0.485079	0.48815	0.026771
ABT	2016-02-05	21,405,288	33,563,682	0.656685	0.430525	0.54106	0.028416
ABT	2016-02-12	15,227,298	29,960,279	0.53551	0.408613	0.557169	0.034218
ABT	2016-02-19	11,340,349	19,394,263	0.620048	0.42402	0.542616	0.033364
ABT	2016-02-26	16,523,080	28,263,113	0.630633	0.440419	0.528934	0.030647
ABT	2016-03-04	15,827,816	39,420,450	0.457945	0.410779	0.560516	0.028705
ABT	2016-03-11	16,169,273	33,527,087	0.494972	0.359726	0.610279	0.029995
ABT	2016-03-18	16,423,996	28,253,062	0.569561	0.367987	0.567321	0.064692

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