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
ACIU	2025-02-14	41,370	70,656	0.489174	0.049995	0.934009	0.015996
ACIU	2025-02-21	13,911	35,359	0.354947	0.047864	0.948364	0.003771
ACIU	2025-02-28	20,662	54,395	0.482571	0.06648	0.93352	0
ACIU	2025-03-07	12,544	30,893	0.482775	0.10422	0.89578	0
ACIU	2025-03-14	29,155	61,782	0.584646	0.061218	0.938782	0
ACIU	2025-03-21	13,876	23,374	0.717281	0.097582	0.902418	0
ACIU	2025-03-28	26,239	70,896	0.303485	0.017645	0.981365	0.000989
ACIU	2025-04-04	19,509	29,928	0.599072	0.033447	0.952503	0.01405
ACIW	2011-01-07	60,482	176,562	0.433788	0.168649	0.722934	0.108417
ACIW	2011-01-14	46,982	116,500	0.405624	0.137026	0.80645	0.056525
ACIW	2011-01-21	50,861	137,633	0.414557	0.19104	0.734462	0.074498
ACIW	2011-01-28	62,545	167,123	0.440061	0.141789	0.783541	0.07467
ACIW	2011-02-04	94,748	170,187	0.527648	0.160722	0.778036	0.061242
ACIW	2011-02-11	41,438	91,394	0.474137	0.265536	0.660503	0.073961
ACIW	2011-02-18	84,110	375,853	0.330517	0.255869	0.602086	0.142045
ACIW	2011-02-25	117,186	306,642	0.450646	0.250713	0.65436	0.094927
ACIW	2011-03-04	202,492	443,869	0.500282	0.127148	0.681511	0.191342
ACIW	2011-03-11	135,701	283,809	0.521948	0.263688	0.612393	0.123919
ACIW	2011-03-18	221,263	406,973	0.570534	0.368905	0.506897	0.124198
ACIW	2011-03-25	91,983	373,369	0.339089	0.335526	0.477686	0.186789
ACIW	2011-04-01	124,237	330,425	0.417306	0.506726	0.372069	0.121205
ACIW	2011-04-08	90,401	256,460	0.377279	0.420451	0.47759	0.101959
ACIW	2011-04-15	94,370	248,886	0.442029	0.367356	0.510281	0.122363
ACIW	2011-04-22	63,696	166,103	0.404456	0.376273	0.462333	0.161393
ACIW	2011-04-29	64,300	176,251	0.395342	0.425319	0.366293	0.208387
ACIW	2011-05-06	104,699	195,207	0.593781	0.360487	0.540871	0.098642
ACIW	2011-05-13	68,110	199,161	0.406761	0.255505	0.504336	0.240158
ACIW	2011-05-20	62,249	181,745	0.378999	0.310311	0.549381	0.140308
ACIW	2011-05-27	104,980	320,888	0.367683	0.213626	0.676768	0.109605
ACIW	2011-06-03	62,722	166,168	0.370611	0.171127	0.767137	0.061736
ACIW	2011-06-10	69,789	169,213	0.442822	0.23328	0.682818	0.083902
ACIW	2011-06-17	73,416	171,854	0.50506	0.263005	0.670946	0.066048
ACIW	2011-06-24	128,337	308,295	0.458037	0.271287	0.649422	0.079292
ACIW	2011-07-01	146,922	295,518	0.50412	0.231131	0.641406	0.127463
ACIW	2011-07-08	93,584	220,568	0.448202	0.215305	0.726111	0.058584
ACIW	2011-07-15	129,945	231,470	0.600821	0.269626	0.662893	0.067481
ACIW	2011-07-22	83,222	231,505	0.479407	0.315914	0.4833	0.200786
ACIW	2011-07-29	411,996	727,559	0.606847	0.407465	0.501299	0.091236
ACIW	2011-08-05	155,966	372,580	0.473342	0.371802	0.539999	0.088199
ACIW	2011-08-12	203,224	533,675	0.424242	0.425374	0.499998	0.074628
ACIW	2011-08-19	163,192	348,877	0.51398	0.32403	0.583046	0.092923
ACIW	2011-08-26	182,106	455,306	0.428856	0.309307	0.616293	0.0744
ACIW	2011-09-02	217,512	358,954	0.602621	0.367737	0.560717	0.071546
ACIW	2011-09-09	333,321	826,438	0.433623	0.36172	0.353326	0.284953
ACIW	2011-09-16	473,225	873,847	0.576768	0.364888	0.544668	0.090443
ACIW	2011-09-23	402,888	727,333	0.58418	0.264528	0.527666	0.207805
ACIW	2011-09-30	234,175	500,730	0.48825	0.35524	0.577808	0.066951
ACIW	2011-10-07	589,502	1,091,235	0.462452	0.213991	0.753422	0.032587
ACIW	2011-10-14	277,559	484,880	0.588807	0.207692	0.696528	0.09578
ACIW	2011-10-21	238,667	651,602	0.507248	0.459362	0.50406	0.036578
ACIW	2011-10-28	376,451	814,835	0.483363	0.363162	0.529799	0.107039
ACIW	2011-11-04	251,477	532,312	0.458687	0.271951	0.6829	0.045148
ACIW	2011-11-11	113,303	266,079	0.483256	0.324092	0.605163	0.070745
ACIW	2011-11-18	189,848	388,505	0.527382	0.347656	0.582367	0.069977
ACIW	2011-11-25	182,668	343,100	0.528351	0.306494	0.651419	0.042086
ACIW	2011-12-02	251,845	461,695	0.520489	0.365045	0.6172	0.017754
ACIW	2011-12-09	147,226	447,843	0.382042	0.477994	0.378207	0.143799
ACIW	2011-12-16	143,557	314,403	0.498473	0.41449	0.475983	0.109526
ACIW	2011-12-23	135,956	306,447	0.460169	0.391604	0.519883	0.088514
ACIW	2011-12-30	156,024	289,033	0.525934	0.396614	0.568607	0.034779
ACIW	2012-01-06	147,957	323,137	0.47268	0.256226	0.685103	0.058672
ACIW	2012-01-13	138,254	246,025	0.468701	0.49027	0.457733	0.051996
ACIW	2012-01-20	85,387	199,484	0.418936	0.229051	0.686887	0.084062
ACIW	2012-01-27	103,383	212,672	0.50632	0.211894	0.686705	0.101401
ACIW	2012-02-03	330,747	642,761	0.47194	0.382754	0.529689	0.087557
ACIW	2012-02-10	675,479	1,126,467	0.607158	0.296397	0.559696	0.143907
ACIW	2012-02-17	626,623	1,186,109	0.522926	0.332261	0.592104	0.075634
ACIW	2012-02-24	474,553	912,756	0.547261	0.291915	0.631481	0.076604
ACIW	2012-03-02	293,499	547,907	0.581257	0.372241	0.550372	0.077387
ACIW	2012-03-09	202,926	386,162	0.557827	0.300961	0.610262	0.088777
ACIW	2012-03-16	120,630	272,479	0.449313	0.319387	0.646657	0.033956
ACIW	2012-03-23	151,950	328,333	0.494912	0.332646	0.600518	0.066836
ACIW	2012-03-30	143,931	320,015	0.45232	0.358892	0.583484	0.057624
ACIW	2012-04-06	107,769	239,059	0.443458	0.363651	0.580502	0.055847
ACIW	2012-04-13	139,895	264,970	0.559516	0.295454	0.656854	0.047692
ACIW	2012-04-20	135,505	303,683	0.470066	0.35322	0.607132	0.039648
ACIW	2012-04-27	190,992	344,654	0.519144	0.381607	0.580291	0.038102
ACIW	2012-05-04	456,275	676,165	0.647407	0.289258	0.541195	0.169547
ACIW	2012-05-11	467,167	703,436	0.669932	0.326395	0.629088	0.044518
ACIW	2012-05-18	459,514	692,723	0.657229	0.305251	0.600138	0.094611
ACIW	2012-05-25	292,762	534,654	0.527905	0.408392	0.536014	0.055594
ACIW	2012-06-01	230,798	412,535	0.571812	0.343245	0.464122	0.192634
ACIW	2012-06-08	136,722	294,374	0.49236	0.341832	0.602904	0.055263
ACIW	2012-06-15	274,270	457,410	0.58753	0.549395	0.420086	0.030519
ACIW	2012-06-22	360,944	580,092	0.582378	0.264002	0.679101	0.056896
ACIW	2012-06-29	168,455	284,468	0.580592	0.270162	0.683539	0.046298
ACIW	2012-07-06	184,345	292,672	0.673745	0.22219	0.632669	0.145141
ACIW	2012-07-13	581,362	762,750	0.728635	0.182044	0.642497	0.175459
ACIW	2012-07-20	178,157	372,134	0.550651	0.245796	0.693007	0.061196
ACIW	2012-07-27	429,812	814,299	0.577924	0.224696	0.737456	0.037848
ACIW	2012-08-03	319,483	450,689	0.733266	0.320261	0.633955	0.045784
ACIW	2012-08-10	197,084	339,221	0.617893	0.340638	0.621027	0.038336
ACIW	2012-08-17	212,575	368,294	0.601128	0.395676	0.550578	0.053746
ACIW	2012-08-24	163,546	256,065	0.64217	0.444804	0.507645	0.047552
ACIW	2012-08-31	202,755	327,352	0.646358	0.342229	0.614796	0.042975
ACIW	2012-09-07	96,545	173,576	0.560019	0.318471	0.619148	0.062381
ACIW	2012-09-14	188,405	419,527	0.490359	0.302572	0.591575	0.105853
ACIW	2012-09-21	211,645	381,745	0.569941	0.416935	0.525443	0.057621
ACIW	2012-09-28	181,545	342,479	0.523174	0.354357	0.530508	0.115134
ACIW	2012-10-05	266,617	503,963	0.546779	0.414464	0.55997	0.025566

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