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
ACIW	2012-10-12	171,109	311,449	0.552324	0.28615	0.497641	0.216209
ACIW	2012-10-19	94,033	211,894	0.503994	0.39258	0.533515	0.073905
ACIW	2012-10-26	117,017	223,851	0.556033	0.434436	0.524483	0.041081
ACIW	2012-11-02	136,962	288,520	0.4907	0.406532	0.567583	0.025885
ACIW	2012-11-09	415,326	798,240	0.508303	0.506225	0.468266	0.025509
ACIW	2012-11-16	346,226	542,152	0.662777	0.401155	0.567677	0.031168
ACIW	2012-11-23	76,899	142,893	0.558368	0.417543	0.539406	0.043051
ACIW	2012-11-30	141,556	272,797	0.561734	0.42904	0.529492	0.041467
ACIW	2012-12-07	141,454	237,691	0.581545	0.240039	0.743349	0.016612
ACIW	2012-12-14	107,109	195,156	0.617032	0.495426	0.464586	0.039988
ACIW	2012-12-21	296,900	533,744	0.532383	0.418043	0.450743	0.131215
ACIW	2012-12-28	103,681	177,219	0.5405	0.424345	0.528906	0.046749
ACIW	2013-01-04	134,508	210,644	0.635684	0.412724	0.439068	0.148208
ACIW	2013-01-11	213,988	357,045	0.615185	0.419398	0.431904	0.148698
ACIW	2013-01-18	148,147	327,812	0.54974	0.464279	0.426953	0.108768
ACIW	2013-01-25	41,282	100,077	0.389499	0.413446	0.523906	0.062648
ACIW	2013-02-01	91,158	226,123	0.492645	0.41798	0.542731	0.039289
ACIW	2013-02-08	107,456	207,328	0.516998	0.381924	0.476381	0.141695
ACIW	2013-02-15	75,733	127,132	0.591672	0.386847	0.451995	0.161157
ACIW	2013-02-22	57,344	133,333	0.451686	0.263823	0.613467	0.12271
ACIW	2013-03-01	196,555	398,304	0.546037	0.363642	0.550332	0.086026
ACIW	2013-03-08	155,552	321,416	0.478053	0.333546	0.581979	0.084476
ACIW	2013-03-15	192,706	321,737	0.500968	0.214269	0.64723	0.138501
ACIW	2013-03-22	187,969	346,743	0.523943	0.295052	0.570599	0.134349
ACIW	2013-03-29	106,955	192,268	0.531295	0.463363	0.468986	0.067651
ACIW	2013-04-05	474,578	696,773	0.683514	0.724292	0.253772	0.021936
ACIW	2013-04-12	282,494	562,725	0.525787	0.78148	0.174214	0.044306
ACIW	2013-04-19	538,908	871,380	0.632633	0.683279	0.250992	0.065729
ACIW	2013-04-26	114,165	353,093	0.463439	0.528	0.365117	0.106883
ACIW	2013-05-03	407,937	1,130,136	0.438082	0.49254	0.429274	0.078186
ACIW	2013-05-10	252,320	777,599	0.400266	0.567047	0.377678	0.055275
ACIW	2013-05-17	271,952	684,714	0.42894	0.549795	0.396153	0.054051
ACIW	2013-05-24	371,729	879,002	0.54484	0.693274	0.277712	0.029014
ACIW	2013-05-31	142,158	287,671	0.531183	0.59796	0.335088	0.066952
ACIW	2013-06-07	208,406	376,243	0.60337	0.646686	0.283612	0.069702
ACIW	2013-06-14	405,824	626,678	0.629815	0.441763	0.502719	0.055519
ACIW	2013-06-21	846,334	1,258,874	0.628929	0.553918	0.412866	0.033216
ACIW	2013-06-28	439,849	698,943	0.661432	0.434161	0.396006	0.169833
ACIW	2013-07-05	167,597	265,844	0.681176	0.555358	0.375497	0.069145
ACIW	2013-07-12	235,634	404,624	0.567315	0.673413	0.27185	0.054737
ACIW	2013-07-19	254,369	559,172	0.601586	0.588717	0.315246	0.096038
ACIW	2013-07-26	362,554	498,021	0.68581	0.572663	0.394771	0.032566
ACIW	2013-08-02	547,225	727,706	0.761285	0.698067	0.264513	0.037419
ACIW	2013-08-09	814,144	1,672,669	0.723761	0.730439	0.211346	0.058216
ACIW	2013-08-16	615,601	1,140,753	0.615905	0.591324	0.340369	0.068307
ACIW	2013-08-23	251,491	552,506	0.54586	0.555696	0.32548	0.118824
ACIW	2013-08-30	610,138	928,617	0.65393	0.757431	0.206603	0.035965
ACIW	2013-09-06	588,209	1,169,138	0.714006	0.645246	0.316924	0.037829
ACIW	2013-09-13	861,641	2,206,301	0.635952	0.605516	0.37184	0.022644
ACIW	2013-09-20	293,534	505,957	0.693112	0.586591	0.374312	0.039097
ACIW	2013-09-27	462,273	622,550	0.746122	0.549959	0.410778	0.039262
ACIW	2013-10-04	486,351	767,246	0.672807	0.651743	0.306257	0.042001
ACIW	2013-10-11	383,675	656,417	0.675177	0.552089	0.37951	0.068401
ACIW	2013-10-18	412,801	629,080	0.681313	0.581784	0.39656	0.021655
ACIW	2013-10-25	340,745	633,318	0.623953	0.478529	0.490766	0.030705
ACIW	2013-11-01	296,300	872,004	0.48871	0.470046	0.490176	0.039778
ACIW	2013-11-08	688,897	1,860,707	0.43794	0.568748	0.400865	0.030387
ACIW	2013-11-15	398,751	1,058,011	0.424266	0.667384	0.297297	0.035319
ACIW	2013-11-22	331,102	657,988	0.581781	0.643894	0.320514	0.035592
ACIW	2013-11-29	176,598	318,059	0.567877	0.602422	0.352614	0.044963
ACIW	2013-12-06	341,571	665,483	0.458419	0.567504	0.394912	0.037585
ACIW	2013-12-13	307,542	604,979	0.575045	0.546052	0.390591	0.063356
ACIW	2013-12-20	313,726	599,859	0.549429	0.578825	0.373791	0.047384
ACIW	2013-12-27	232,666	475,713	0.504012	0.65915	0.288961	0.051889
ACIW	2014-01-03	430,923	718,085	0.590551	0.67303	0.279192	0.047778
ACIW	2014-01-10	273,333	631,900	0.537387	0.624918	0.30668	0.068403
ACIW	2014-01-17	269,086	450,522	0.653396	0.616924	0.333122	0.049955
ACIW	2014-01-24	278,652	512,843	0.637904	0.610238	0.295803	0.093959
ACIW	2014-01-31	240,591	673,446	0.580771	0.610654	0.341495	0.047851
ACIW	2014-02-07	367,357	516,086	0.70699	0.583136	0.369406	0.047458
ACIW	2014-02-14	520,738	1,484,994	0.414181	0.5904	0.367536	0.042064
ACIW	2014-02-21	286,812	615,957	0.536733	0.675049	0.273909	0.051042
ACIW	2014-02-28	585,178	1,365,767	0.473288	0.540907	0.326655	0.132438
ACIW	2014-03-07	479,310	867,748	0.604801	0.678902	0.273931	0.047167
ACIW	2014-03-14	360,953	618,646	0.669502	0.610531	0.343924	0.045544
ACIW	2014-03-21	227,326	592,351	0.522006	0.62957	0.332438	0.037992
ACIW	2014-03-28	275,316	526,061	0.518146	0.622167	0.313772	0.06406
ACIW	2014-04-04	245,047	560,159	0.571733	0.607025	0.322693	0.070282
ACIW	2014-04-11	293,877	510,508	0.631709	0.651074	0.290091	0.058835
ACIW	2014-04-18	146,346	277,783	0.608326	0.556303	0.413114	0.030582
ACIW	2014-04-25	194,983	349,599	0.63866	0.620166	0.291996	0.087838
ACIW	2014-05-02	784,210	1,138,899	0.669387	0.561754	0.41436	0.023886
ACIW	2014-05-09	403,228	581,754	0.686453	0.568219	0.302785	0.128996
ACIW	2014-05-16	523,232	740,656	0.737255	0.549367	0.300916	0.149717
ACIW	2014-05-23	274,307	420,636	0.641462	0.595926	0.362583	0.041492
ACIW	2014-05-30	191,537	445,884	0.546923	0.733296	0.248277	0.018427
ACIW	2014-06-06	202,976	392,780	0.609532	0.602967	0.260421	0.136612
ACIW	2014-06-13	285,120	605,395	0.564209	0.597292	0.365449	0.037259
ACIW	2014-06-20	232,819	491,855	0.574413	0.639406	0.315686	0.044908
ACIW	2014-06-27	182,561	550,851	0.446824	0.631835	0.332175	0.035991
ACIW	2014-07-04	194,051	375,376	0.565799	0.662149	0.230791	0.10706
ACIW	2014-07-11	242,425	381,030	0.67986	0.710515	0.25945	0.030034
ACIW	2014-07-18	1,647,680	2,401,568	0.701561	0.692622	0.250921	0.056457
ACIW	2014-07-25	859,187	1,613,145	0.579585	0.762836	0.178487	0.058677
ACIW	2014-08-01	1,688,535	2,730,560	0.571965	0.779901	0.19009	0.030008
ACIW	2014-08-08	925,877	1,579,392	0.55119	0.716033	0.243343	0.040623
ACIW	2014-08-15	510,034	1,478,160	0.396833	0.698884	0.260044	0.041072
ACIW	2014-08-22	574,025	1,347,453	0.400674	0.670073	0.28124	0.048687
ACIW	2014-08-29	691,793	1,088,165	0.606227	0.683177	0.258911	0.057911
ACIW	2014-09-05	648,893	951,091	0.620573	0.609153	0.343203	0.047644

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