Split (1)

train · 2.55M 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
ACTS	2016-06-17	12,920	46,494	0.326261	0.89678	0	0.10322
ACTS	2016-06-24	22,428	52,982	0.406269	0.76522	0.229849	0.004931
ACTS	2016-07-01	1,703	3,217	0.709938	0.928876	0	0.071124
ACTS	2016-07-08	50,072	87,598	0.379106	1	0	0
ACTS	2016-07-15	32,826	41,300	0.866471	0.990757	0.009243	0
ACTS	2016-07-22	8,918	12,409	0.323416	null	null	null
ACTS	2016-07-29	5,991	45,962	0.496226	0.942598	0.057402	0
ACTS	2016-08-05	84,312	158,225	0.360563	0.97753	0.003352	0.019118
ACTS	2016-08-12	1,828	32,411	0.278673	0.803593	0.196407	0
ACTS	2016-08-19	15,606	29,015	0.433903	0.993897	0.006103	0
ACTS	2016-08-26	44,292	81,424	0.565466	0.817537	0.18002	0.002443
ACTS	2016-09-02	11,144	35,817	0.358924	0.919593	0.080407	0
ACTS	2016-09-09	24,597	54,946	0.382906	0.752735	0.150577	0.096688
ACTS	2016-09-16	23,224	89,867	0.272176	0.716069	0.27218	0.011751
ACTS	2016-09-23	3,354	12,564	0.349936	null	null	null
ACTS	2016-09-30	2,932	21,313	0.066214	null	null	null
ACTS	2016-10-07	16,093	62,562	0.703509	0.766948	0.233052	0
ACTS	2016-10-14	12,328	18,507	0.478904	null	null	null
ACTS	2016-10-21	2,706	9,827	0.050526	null	null	null
ACTS	2016-10-28	4,615	13,243	0.223313	0.995053	0.004947	0
ACTS	2016-11-04	18,608	20,774	0.325709	null	null	null
ACTS	2016-11-11	13,068	59,617	0.288653	0.859866	0.140134	0
ACTS	2016-11-18	162,103	398,172	0.322376	0.851511	0.085907	0.062582
ACTS	2016-11-25	47,388	106,088	0.592478	0.714733	0.282927	0.00234
ACTS	2016-12-02	27,317	99,618	0.461202	0.917178	0.025679	0.057143
ACTS	2016-12-09	27,826	49,857	0.44133	0.998322	0.001678	0
ACTS	2016-12-16	52,703	133,658	0.422921	0.992791	0.007209	0
ACTU	2024-08-16	1,467	15,004	0.189638	0.209225	0.790775	0
ACTU	2024-08-23	1,634	7,399	0.105784	0.000282	0.999718	0
ACTU	2024-08-30	25,037	134,709	0.100913	0.000008	0.999992	0
ACTU	2024-09-06	740	3,209	0.120366	null	null	null
ACTU	2024-09-13	9,033	37,860	0.22235	0.000162	0.898838	0.101
ACTU	2024-09-20	13,162	38,350	0.241226	0.022358	0.777575	0.200067
ACTU	2024-09-27	19,932	50,374	0.323909	0.004385	0.995615	0
ACTU	2024-10-04	32,039	59,022	0.474332	0.000237	0.959683	0.04008
ACTU	2024-10-11	34,041	56,471	0.641846	0.000308	0.9449	0.054792
ACTU	2024-10-18	22,177	49,394	0.461259	0.000635	0.989179	0.010186
ACTU	2024-10-25	26,332	45,271	0.551075	0.031497	0.948894	0.019609
ACTU	2024-11-01	36,105	60,375	0.618252	0.010757	0.989217	0.000026
ACTU	2024-11-08	28,901	46,418	0.564074	0.0102	0.989716	0.000084
ACTU	2024-11-15	69,430	106,420	0.579107	0.000103	0.999897	0
ACTU	2024-11-22	62,321	107,614	0.573237	0.002303	0.983547	0.01415
ACTU	2024-11-29	29,128	56,926	0.337788	0.000135	0.996596	0.003268
ACTU	2024-12-06	21,246	53,057	0.556792	0.029422	0.959383	0.011195
ACTU	2024-12-13	37,381	75,002	0.498532	0.010619	0.98937	0.000011
ACTU	2024-12-20	35,939	69,928	0.512328	0.009793	0.990207	0
ACTU	2024-12-27	18,853	29,342	0.556856	0.000743	0.999199	0.000058
ACTU	2025-01-03	12,481	14,957	0.832112	0.011632	0.988007	0.000361
ACTU	2025-01-10	5,648	9,502	0.59383	0.002265	0.997392	0.000343
ACTU	2025-01-17	15,976	23,269	0.720441	0.029607	0.913558	0.056835
ACTU	2025-01-24	22,651	40,036	0.644213	0.006599	0.990802	0.002599
ACTU	2025-01-31	4,868	9,046	0.440707	0.009425	0.990354	0.000221
ACTU	2025-02-07	2,738	3,825	0.586813	0.002518	0.997482	0
ACTU	2025-02-14	8,048	17,216	0.421523	0.441304	0.555055	0.003641
ACTU	2025-02-21	9,239	18,624	0.651471	0.637077	0.362923	0
ACTU	2025-02-28	3,737	7,870	0.362361	0.188326	0.811674	0
ACTU	2025-03-07	4,489	11,843	0.377027	0.066779	0.933221	0
ACTU	2025-03-14	8,450	11,954	0.273061	0.020937	0.979063	0
ACTU	2025-03-21	7,245	9,700	0.67058	0.411832	0.588168	0
ACTU	2025-03-28	13,563	26,501	0.447274	0.161879	0.836106	0.002015
ACTU	2025-04-04	2,226	4,041	0.652693	0.063952	0.935581	0.000467
ACU	2011-01-07	1,514	5,788	0.282746	null	null	null
ACU	2011-01-14	85,137	140,584	0.448471	0.921568	0.032203	0.046229
ACU	2011-01-21	2,470	6,262	0.387757	0.733333	0.266667	0
ACU	2011-01-28	2,555	8,955	0.148419	0.9875	0.0125	0
ACU	2011-02-04	3,758	7,278	0.541089	0.866872	0.133128	0
ACU	2011-02-11	905	4,663	0.17538	null	null	null
ACU	2011-02-18	560	7,187	0.114119	1	0	0
ACU	2011-02-25	650	1,591	0.427002	null	null	null
ACU	2011-03-04	4,380	16,916	0.399263	null	null	null
ACU	2011-03-11	6,588	16,642	0.342659	null	null	null
ACU	2011-03-18	6,500	17,705	null	null	null	null
ACU	2011-03-25	1,000	17,647	null	null	null	null
ACU	2011-04-01	1,562	3,361	0.49307	null	null	null
ACU	2011-04-08	733	2,651	null	null	null	null
ACU	2011-04-15	1,187	6,407	null	null	null	null
ACU	2011-04-22	0	6,272	0	null	null	null
ACU	2011-04-29	2,362	8,867	0.219185	0.8	0.2	0
ACU	2011-05-06	500	21,301	null	null	null	null
ACU	2011-05-13	1,204	7,919	0.318481	null	null	null
ACU	2011-05-20	1,726	2,564	0.561294	null	null	null
ACU	2011-05-27	1,827	8,238	null	null	null	null
ACU	2011-06-03	700	4,022	null	null	null	null
ACU	2011-06-10	3,119	5,428	null	null	null	null
ACU	2011-06-17	1,145	6,112	0.248352	null	null	null
ACU	2011-06-24	5,758	6,729	0.448333	null	null	null
ACU	2011-07-01	1,690	10,625	null	null	null	null
ACU	2011-07-08	1,200	1,800	0.552083	null	null	null
ACU	2011-07-15	6,571	8,568	0.566761	0.570952	0.429048	0
ACU	2011-07-22	23,390	39,560	0.506655	0.311343	0.663494	0.025163
ACU	2011-07-29	4,830	10,018	0.332038	null	null	null
ACU	2011-08-05	4,129	10,772	0.568014	0.881113	0.066255	0.052632
ACU	2011-08-12	4,994	9,631	0.539595	null	null	null
ACU	2011-08-19	4,942	9,221	null	null	null	null
ACU	2011-08-26	800	2,250	null	null	null	null
ACU	2011-09-02	400	1,132	null	null	null	null
ACU	2011-09-09	1,940	3,927	0.355009	null	null	null
ACU	2011-09-16	1,300	5,809	null	null	null	null
ACU	2011-09-23	100	4,640	null	null	null	null
ACU	2011-09-30	2,426	5,808	null	null	null	null

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