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
ACTG	2024-12-20	104,096	155,882	0.744901	0.047496	0.952504	0
ACTG	2024-12-27	52,616	64,148	0.615549	0.029561	0.970295	0.000144
ACTG	2025-01-03	34,808	61,371	0.573982	0.05774	0.94226	0
ACTG	2025-01-10	28,414	40,475	0.697555	0.035571	0.964429	0
ACTG	2025-01-17	32,748	40,200	0.833566	0.117729	0.88037	0.001901
ACTG	2025-01-24	14,489	19,921	0.748138	0.16643	0.83357	0
ACTG	2025-01-31	26,939	40,235	0.63264	0.100518	0.899482	0
ACTG	2025-02-07	13,092	28,940	0.475586	0.094194	0.905806	0
ACTG	2025-02-14	17,142	29,822	0.582808	0.065643	0.9297	0.004657
ACTG	2025-02-21	9,819	19,294	0.584326	0.190058	0.809942	0
ACTG	2025-02-28	25,566	37,946	0.645758	0.148628	0.848026	0.003346
ACTG	2025-03-07	39,699	99,717	0.356419	0.069131	0.921241	0.009628
ACTG	2025-03-14	57,767	148,157	0.515771	0.19269	0.805716	0.001593
ACTG	2025-03-21	94,351	137,728	0.725102	0.160763	0.839237	0
ACTG	2025-03-28	45,049	67,320	0.591951	0.050401	0.949599	0
ACTG	2025-04-04	52,905	82,911	0.625927	0.116815	0.883185	0
ACTS	2011-01-07	125,983	432,629	0.372942	0.467263	0.440774	0.091963
ACTS	2011-01-14	33,078	144,136	0.411293	0.302538	0.545149	0.152313
ACTS	2011-01-21	76,964	184,524	0.502785	0.665148	0.276451	0.058401
ACTS	2011-01-28	56,054	209,167	0.324718	0.449198	0.511703	0.039099
ACTS	2011-02-04	30,439	91,468	0.400101	0.382575	0.609625	0.0078
ACTS	2011-02-11	48,399	112,937	0.563656	0.564448	0.346088	0.089464
ACTS	2011-02-18	56,349	200,655	0.391112	0.445487	0.400134	0.154379
ACTS	2011-02-25	21,320	129,535	0.309601	0.602165	0.390198	0.007637
ACTS	2011-03-04	32,060	221,412	0.270495	0.220202	0.60646	0.173338
ACTS	2011-03-11	61,330	215,064	0.43422	0.351298	0.622806	0.025896
ACTS	2011-03-18	42,095	144,828	0.240569	0.286203	0.713797	0
ACTS	2011-03-25	50,300	128,768	0.397878	0.430591	0.542768	0.026641
ACTS	2011-04-01	49,870	202,648	0.299092	0.409335	0.579095	0.01157
ACTS	2011-04-08	22,705	65,842	0.376888	0.302303	0.681213	0.016484
ACTS	2011-04-15	95,397	166,205	0.55259	0.645903	0.334733	0.019363
ACTS	2011-04-22	9,964	60,493	0.298475	0.175047	0.779018	0.045935
ACTS	2011-04-29	34,800	83,880	0.379181	0.526741	0.459735	0.013524
ACTS	2011-05-06	27,300	97,150	0.339725	0.426397	0.55805	0.015553
ACTS	2011-05-13	11,500	93,738	0.207143	0.179399	0.712176	0.108424
ACTS	2011-05-20	14,500	43,754	0.401449	0.251084	0.727864	0.021053
ACTS	2011-05-27	11,234	54,158	0.17476	0.208776	0.784974	0.00625
ACTS	2011-06-03	38,586	67,865	0.458737	0.252394	0.731213	0.016393
ACTS	2011-06-10	12,588	119,394	0.237259	0.223178	0.760155	0.016667
ACTS	2011-06-17	20,358	78,817	0.298407	0.239524	0.758571	0.001905
ACTS	2011-06-24	7,100	56,160	0.207282	0.158333	0.841667	0
ACTS	2011-07-01	14,456	94,864	0.289323	0.125675	0.849325	0.025
ACTS	2011-07-08	18,734	51,725	0.311648	0.041186	0.951461	0.007353
ACTS	2011-07-15	19,300	53,136	0.368415	0.192661	0.798888	0.008451
ACTS	2011-07-22	10,675	31,255	0.367419	0.180769	0.788462	0.030769
ACTS	2011-07-29	14,629	45,154	0.461188	0.397751	0.502249	0.1
ACTS	2011-08-05	14,622	45,439	0.318191	0.152386	0.767154	0.080461
ACTS	2011-08-12	7,900	39,425	0.248313	null	null	null
ACTS	2011-08-19	12,765	65,748	0.317848	0.377103	0.511769	0.111128
ACTS	2011-08-26	5,800	42,115	0.116551	null	null	null
ACTS	2011-09-02	13,000	51,222	0.26989	0.252323	0.715581	0.032096
ACTS	2011-09-09	13,100	41,878	0.196543	0.442339	0.344758	0.212903
ACTS	2011-09-16	14,557	38,448	0.219162	0.254491	0.735767	0.009741
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

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