Split (1)

train · 2.56M 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	2011-09-23	19,370	59,657	0.347409	0.11222	0.618405	0.269375
ACTS	2011-09-30	33,363	179,378	0.262434	0.522241	0.476683	0.001075
ACTS	2011-10-07	23,026	66,241	0.298786	0.214449	0.769551	0.016
ACTS	2011-10-14	15,362	69,681	0.213303	0.301776	0.641661	0.056562
ACTS	2011-10-21	30,463	83,386	0.442468	0.211516	0.77833	0.010154
ACTS	2011-10-28	42,646	116,017	0.417609	0.360354	0.62523	0.014416
ACTS	2011-11-04	22,473	90,467	0.399226	0.312881	0.612424	0.074695
ACTS	2011-11-11	59,386	179,730	0.337756	0.230524	0.762579	0.006897
ACTS	2011-11-18	29,912	93,282	0.338947	0.519992	0.480008	0
ACTS	2011-11-25	20,178	50,932	0.468718	0.489238	0.510762	0
ACTS	2011-12-02	40,178	111,182	0.35948	0.42977	0.480904	0.089325
ACTS	2011-12-09	11,277	52,369	0.170262	0.21271	0.74729	0.04
ACTS	2011-12-16	39,926	85,404	0.404344	0.242246	0.746777	0.010977
ACTS	2011-12-23	7,100	70,730	0.134009	0.074622	0.90409	0.021289
ACTS	2011-12-30	16,681	169,898	0.226124	0.152729	0.816021	0.03125
ACTS	2012-01-06	2,300	54,210	0.077806	0.333333	0.666667	0
ACTS	2012-01-13	3,100	35,058	0.051902	null	null	null
ACTS	2012-01-20	4,833	40,131	0.124022	0.717252	0.282748	0
ACTS	2012-01-27	13,400	51,950	0.220163	null	null	null
ACTS	2012-02-03	5,000	61,814	0.044621	0.057143	0.933148	0.009709
ACTS	2012-02-10	14,225	80,958	0.279313	0.684844	0.315156	0
ACTS	2012-02-17	3,800	123,381	0.160599	0.196364	0.740455	0.063182
ACTS	2012-02-24	12,700	91,726	0.260702	0.554891	0.332609	0.1125
ACTS	2012-03-02	80,564	199,322	0.440026	0.596721	0.392054	0.011225
ACTS	2012-03-09	17,781	61,831	0.351194	null	null	null
ACTS	2012-03-16	20,302	53,862	0.412496	0.571475	0.422371	0.006154
ACTS	2012-03-23	12,200	79,709	0.261276	0.430022	0.569978	0
ACTS	2012-03-30	30,718	72,048	0.397485	0.358012	0.641988	0
ACTS	2012-04-06	11,819	74,209	0.186898	0.315672	0.684328	0
ACTS	2012-04-13	10,955	56,871	0.17272	0.251106	0.740198	0.008696
ACTS	2012-04-20	6,200	52,088	0.099103	null	null	null
ACTS	2012-04-27	14,986	66,764	0.213812	0.297012	0.702988	0
ACTS	2012-05-04	18,266	108,591	0.202139	0.557602	0.338918	0.10348
ACTS	2012-05-11	46,886	157,594	0.363605	0.455589	0.433561	0.11085
ACTS	2012-05-18	50,310	188,335	0.339868	0.506579	0.363249	0.130173
ACTS	2012-05-25	45,850	143,399	0.40141	0.610204	0.362582	0.027215
ACTS	2012-06-01	36,400	110,257	0.288972	0.468117	0.489995	0.041888
ACTS	2012-06-08	25,000	55,690	0.624078	0.450035	0.472972	0.076993
ACTS	2012-06-15	48,800	86,391	0.51846	0.43425	0.51495	0.0508
ACTS	2012-06-22	33,178	75,882	0.504946	0.524796	0.471626	0.003578
ACTS	2012-06-29	64,219	107,117	0.687014	0.55994	0.415847	0.024213
ACTS	2012-07-06	8,254	131,282	0.191831	0.592736	0.255108	0.152156
ACTS	2012-07-13	16,392	66,287	0.251658	0.399521	0.385859	0.21462
ACTS	2012-07-20	7,800	29,202	0.389956	0.185903	0.814097	0
ACTS	2012-07-27	7,000	41,098	0.268376	0.2	0.710256	0.089744
ACTS	2012-08-03	5,400	34,928	0.165839	null	null	null
ACTS	2012-08-10	6,000	82,151	0.21159	0.293182	0.706818	0
ACTS	2012-08-17	12,350	168,564	0.193121	null	null	null
ACTS	2012-08-24	11,173	60,441	0.414596	0.409111	0.57206	0.018829
ACTS	2012-08-31	5,410	52,603	0.146501	0.289091	0.688687	0.022222
ACTS	2012-09-07	4,800	92,867	0.28713	0.493376	0.487393	0.019231
ACTS	2012-09-14	2,840	108,084	0.05111	0.697761	0.224627	0.077612
ACTS	2012-09-21	13,224	95,697	0.341599	0.306606	0.689312	0.004082
ACTS	2012-09-28	3,903	35,156	0.184262	null	null	null
ACTS	2012-10-05	2,800	56,801	0.136358	0.378333	0.433333	0.188333
ACTS	2012-10-12	11,617	67,969	0.339606	0.392095	0.400471	0.207434
ACTS	2012-10-19	18,222	87,049	0.270711	0.765403	0.226263	0.008333
ACTS	2012-10-26	17,660	53,732	0.395305	0.605995	0.373979	0.020026
ACTS	2012-11-02	12,119	38,542	0.380498	0.53388	0.387733	0.078387
ACTS	2012-11-09	124,790	186,432	0.593003	0.78431	0.205442	0.010248
ACTS	2012-11-16	8,938	37,569	0.326827	0.218402	0.726988	0.05461
ACTS	2012-11-23	12,995	28,425	0.595173	0.272834	0.645238	0.081928
ACTS	2012-11-30	19,262	92,324	0.340128	0.395804	0.527954	0.076242
ACTS	2012-12-07	26,321	102,353	0.296377	0.419399	0.580601	0
ACTS	2012-12-14	16,176	83,141	0.453705	0.385928	0.512259	0.101813
ACTS	2012-12-21	28,638	62,117	0.532823	0.370243	0.229843	0.399914
ACTS	2012-12-28	16,675	78,626	0.183184	0.459591	0.457076	0.083333
ACTS	2013-01-04	5,744	139,543	0.233396	0.402658	0.089301	0.508041
ACTS	2013-01-11	35,434	169,132	0.282753	0.437463	0.417682	0.144855
ACTS	2013-01-18	35,153	142,724	0.252757	0.678143	0.319805	0.002051
ACTS	2013-01-25	33,140	158,116	0.113296	0.628889	0.368533	0.002577
ACTS	2013-02-01	23,914	146,944	0.290652	0.636314	0.334141	0.029545
ACTS	2013-02-08	7,147	55,475	0.137609	0.407428	0.592572	0
ACTS	2013-02-15	41,617	83,605	0.354375	0.92142	0.075902	0.002678
ACTS	2013-02-22	22,670	49,160	0.204259	0.259031	0.737123	0.003846
ACTS	2013-03-01	31,815	57,432	0.375249	0.716519	0.270981	0.0125
ACTS	2013-03-08	39,788	159,446	0.38145	0.813941	0.165243	0.020817
ACTS	2013-03-15	102,640	256,280	0.480735	0.72184	0.275373	0.002787
ACTS	2013-03-22	49,794	88,977	0.415757	0.759635	0.234597	0.005768
ACTS	2013-03-29	43,757	121,468	0.498866	0.812669	0.177363	0.009969
ACTS	2013-04-05	115,732	371,711	0.383477	0.747073	0.240479	0.012447
ACTS	2013-04-12	260,908	844,387	0.29445	0.849114	0.137193	0.013693
ACTS	2013-04-19	313,678	1,036,309	0.318701	0.844585	0.138612	0.016803
ACTS	2013-04-26	119,793	575,887	0.285889	0.663799	0.231277	0.104924
ACTS	2013-05-03	119,527	735,455	0.234881	0.744666	0.228733	0.026602
ACTS	2013-05-10	116,408	553,316	0.26881	0.542702	0.445473	0.011826
ACTS	2013-05-17	69,420	484,001	0.194156	0.774413	0.174026	0.051561
ACTS	2013-05-24	54,695	212,546	0.333212	0.606965	0.382129	0.010906
ACTS	2013-05-31	33,350	151,013	0.299789	0.505228	0.435481	0.059291
ACTS	2013-06-07	59,830	170,554	0.302968	0.645256	0.309298	0.045446
ACTS	2013-06-14	23,467	179,352	0.3306	0.4117	0.500358	0.087942
ACTS	2013-06-21	32,839	297,278	0.271779	0.714171	0.220429	0.065399
ACTS	2013-06-28	34,348	161,053	0.285921	0.61681	0.224906	0.158284
ACTS	2013-07-05	28,270	75,373	0.424601	0.723606	0.244948	0.031447
ACTS	2013-07-12	18,303	76,977	0.326239	0.862328	0.101723	0.035949
ACTS	2013-07-19	48,046	192,018	0.275738	0.628548	0.302903	0.06855
ACTS	2013-07-26	64,824	162,509	0.399855	0.730193	0.253347	0.01646
ACTS	2013-08-02	62,686	169,393	0.457866	0.771028	0.216637	0.012335
ACTS	2013-08-09	92,809	241,405	0.353488	0.732543	0.255948	0.011509
ACTS	2013-08-16	40,628	174,560	0.247824	0.876154	0.107671	0.016175

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