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
ACCL	2011-04-01	118,167	270,089	0.524361	0.318998	0.580475	0.100527
ACCL	2011-04-08	141,669	284,458	0.509697	0.258907	0.562494	0.178599
ACCL	2011-04-15	109,323	170,512	0.700489	0.415548	0.462753	0.121699
ACCL	2011-04-22	104,359	278,087	0.594492	0.449612	0.42801	0.122378
ACCL	2011-04-29	53,957	149,796	0.478767	0.195846	0.700215	0.103939
ACCL	2011-05-06	152,164	415,537	0.455161	0.243389	0.653369	0.103242
ACCL	2011-05-13	81,935	269,587	0.379709	0.220979	0.601388	0.177633
ACCL	2011-05-20	76,561	238,549	0.402494	0.203552	0.678409	0.118039
ACCL	2011-05-27	89,603	223,536	0.515009	0.209066	0.5415	0.249433
ACCL	2011-06-03	97,225	197,390	0.497236	0.202476	0.592654	0.20487
ACCL	2011-06-10	65,972	123,745	0.554323	0.146871	0.657515	0.195614
ACCL	2011-06-17	73,414	190,790	0.4593	0.175908	0.61205	0.212042
ACCL	2011-06-24	62,833	138,770	0.548219	0.162147	0.639828	0.198025
ACCL	2011-07-01	54,487	148,891	0.475884	0.110923	0.669557	0.21952
ACCL	2011-07-08	36,494	130,342	0.371263	0.187933	0.604973	0.207094
ACCL	2011-07-15	83,635	137,287	0.670925	0.528913	0.369905	0.101182
ACCL	2011-07-22	122,636	210,431	0.659435	0.343708	0.445139	0.211154
ACCL	2011-07-29	109,642	219,772	0.558289	0.341889	0.539006	0.119105
ACCL	2011-08-05	101,900	250,780	0.466268	0.250726	0.645479	0.103795
ACCL	2011-08-12	277,015	484,748	0.605485	0.335544	0.568492	0.095964
ACCL	2011-08-19	89,691	160,534	0.609454	0.27942	0.615472	0.105108
ACCL	2011-08-26	89,882	264,714	0.445825	0.228392	0.722333	0.049276
ACCL	2011-09-02	123,360	287,839	0.446717	0.228273	0.726432	0.045295
ACCL	2011-09-09	162,392	357,862	0.533084	0.311487	0.444632	0.243881
ACCL	2011-09-16	65,404	226,971	0.508777	0.238036	0.609243	0.152721
ACCL	2011-09-23	166,851	351,276	0.496838	0.250763	0.51976	0.229477
ACCL	2011-09-30	119,210	244,214	0.585106	0.427111	0.530545	0.042344
ACCL	2011-10-07	145,074	288,910	0.59617	0.399391	0.537854	0.062754
ACCL	2011-10-14	84,182	213,894	0.474506	0.211463	0.644324	0.144214
ACCL	2011-10-21	83,540	198,117	0.436795	0.366891	0.58492	0.048189
ACCL	2011-10-28	98,007	320,152	0.344197	0.369615	0.519892	0.110492
ACCL	2011-11-04	92,900	170,343	0.535825	0.311776	0.669595	0.018629
ACCL	2011-11-11	126,630	222,756	0.588788	0.345586	0.593625	0.06079
ACCL	2011-11-18	90,016	256,330	0.456183	0.328027	0.621838	0.050135
ACCL	2011-11-25	76,453	190,531	0.591253	0.679723	0.306203	0.014075
ACCL	2011-12-02	99,919	243,171	0.46305	0.467996	0.492493	0.039511
ACCL	2011-12-09	49,709	193,368	0.348399	0.200935	0.661578	0.137487
ACCL	2011-12-16	43,522	162,477	0.299987	0.281415	0.592652	0.125932
ACCL	2011-12-23	49,825	135,230	0.461744	0.306261	0.541355	0.152384
ACCL	2011-12-30	46,926	153,017	0.428459	0.322438	0.586965	0.090598
ACCL	2012-01-06	41,231	83,884	0.577537	0.320333	0.638294	0.041373
ACCL	2012-01-13	95,860	215,560	0.64169	0.369516	0.603392	0.027092
ACCL	2012-01-20	39,275	103,723	0.363923	0.439085	0.495711	0.065204
ACCL	2012-01-27	25,512	116,480	0.367299	0.307323	0.607534	0.085143
ACCL	2012-02-03	51,039	256,597	0.328139	0.33213	0.576302	0.091569
ACCL	2012-02-10	49,068	133,803	0.409064	0.39916	0.523259	0.077582
ACCL	2012-02-17	31,369	137,759	0.282186	0.400497	0.535326	0.064177
ACCL	2012-02-24	46,723	186,703	0.334241	0.340283	0.619491	0.040227
ACCL	2012-03-02	82,179	204,528	0.412197	0.361216	0.595916	0.042868
ACCL	2012-03-09	88,114	240,545	0.39618	0.449773	0.527806	0.022421
ACCL	2012-03-16	136,924	300,167	0.401328	0.461472	0.530164	0.008364
ACCL	2012-03-23	61,492	133,444	0.545622	0.302371	0.591873	0.105755
ACCL	2012-03-30	74,728	189,262	0.448184	0.385846	0.477587	0.136567
ACCL	2012-04-06	41,920	88,301	0.36767	0.302748	0.621592	0.07566
ACCL	2012-04-13	60,669	149,378	0.447196	0.291642	0.670272	0.038087
ACCL	2012-04-20	42,846	151,830	0.4605	0.24313	0.690005	0.066866
ACCL	2012-04-27	44,836	106,591	0.440518	0.231475	0.599271	0.169254
ACCL	2012-05-04	60,418	156,028	0.434574	0.43108	0.457806	0.111114
ACCL	2012-05-11	60,789	123,285	0.500984	0.603571	0.361404	0.035025
ACCL	2012-05-18	90,442	140,110	0.679227	0.396978	0.417894	0.185129
ACCL	2012-05-25	86,200	159,647	0.590706	0.412166	0.536784	0.05105
ACCL	2012-06-01	152,239	200,834	0.722654	0.544954	0.307355	0.147691
ACCL	2012-06-08	113,011	196,401	0.518462	0.709608	0.22411	0.066282
ACCL	2012-06-15	61,475	271,385	0.446674	0.655248	0.302533	0.042219
ACCL	2012-06-22	109,419	266,315	0.503995	0.335355	0.60637	0.058276
ACCL	2012-06-29	45,827	146,981	0.45351	0.375026	0.501706	0.123268
ACCL	2012-07-06	37,989	208,540	0.345869	0.315919	0.523061	0.16102
ACCL	2012-07-13	86,228	187,068	0.550894	0.263668	0.532298	0.204033
ACCL	2012-07-20	67,410	127,616	0.535038	0.470409	0.450302	0.079289
ACCL	2012-07-27	40,762	103,122	0.523953	0.510541	0.398932	0.090527
ACCL	2012-08-03	82,061	167,343	0.554833	0.450667	0.458159	0.091174
ACCL	2012-08-10	53,976	148,787	0.472113	0.489927	0.383518	0.126556
ACCL	2012-08-17	35,524	96,329	0.47166	0.508067	0.35525	0.136682
ACCL	2012-08-24	55,949	97,528	0.466914	0.680693	0.232283	0.087025
ACCL	2012-08-31	18,861	78,854	0.230323	0.62119	0.318352	0.060458
ACCL	2012-09-07	51,819	158,396	0.419885	0.659409	0.313956	0.026635
ACCL	2012-09-14	79,186	198,843	0.456456	0.616744	0.284063	0.099194
ACCL	2012-09-21	70,900	229,267	0.305634	0.56086	0.417724	0.021416
ACCL	2012-09-28	67,362	170,165	0.429941	0.467498	0.429674	0.102829
ACCL	2012-10-05	149,798	274,951	0.572258	0.521165	0.443657	0.035178
ACCL	2012-10-12	187,341	295,627	0.625716	0.399999	0.397509	0.202492
ACCL	2012-10-19	39,768	88,256	0.410941	0.319858	0.618877	0.061265
ACCL	2012-10-26	39,328	98,123	0.326621	0.370294	0.602532	0.027175
ACCL	2012-11-02	56,038	140,113	0.364194	0.311719	0.685357	0.002924
ACCL	2012-11-09	71,380	155,026	0.444135	0.371861	0.582688	0.045451
ACCL	2012-11-16	33,188	99,902	0.325601	0.314165	0.624978	0.060858
ACCL	2012-11-23	24,240	63,974	0.354708	0.350003	0.600583	0.049414
ACCL	2012-11-30	22,161	57,343	0.280011	0.41728	0.560221	0.022498
ACCL	2012-12-07	52,360	209,052	0.26074	0.393217	0.505732	0.10105
ACCL	2012-12-14	64,641	159,086	0.454995	0.424291	0.529157	0.046552
ACCL	2012-12-21	55,072	305,720	0.3084	0.414281	0.429193	0.156525
ACCL	2012-12-28	34,800	81,775	0.459456	0.293327	0.650803	0.05587
ACCL	2013-01-04	58,158	249,011	0.309325	0.329925	0.564689	0.105385
ACCL	2013-01-11	36,695	116,112	0.371666	0.392907	0.429917	0.177176
ACCL	2013-01-18	94,786	206,768	0.522516	0.472909	0.464639	0.062452
ACCL	2013-01-25	46,127	136,006	0.457202	0.343233	0.556293	0.100475
ACCL	2013-02-01	45,055	178,136	0.335735	0.257558	0.367788	0.374655
ACCL	2013-02-08	97,161	194,259	0.530496	0.341768	0.423162	0.235069
ACCL	2013-02-15	45,205	101,008	0.578969	0.379749	0.389034	0.231217
ACCL	2013-02-22	37,046	124,706	0.384074	0.229978	0.462404	0.307618

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