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
ACNB	2018-08-31	5,023	10,501	0.57718	0.910415	0.089585	0
ACNB	2018-09-07	4,340	6,909	0.72049	0.930955	0.069045	0
ACNB	2018-09-14	16,344	31,244	0.533817	0.81582	0.17422	0.00996
ACNB	2018-09-21	17,728	30,281	0.641697	0.796024	0.187897	0.016079
ACNB	2018-09-28	7,322	17,080	0.429195	0.912441	0.055044	0.032515
ACNB	2018-10-05	8,382	17,543	0.640242	0.84374	0.141991	0.014269
ACNB	2018-10-12	5,993	14,670	0.40911	0.883491	0.116509	0
ACNB	2018-10-19	7,528	18,157	0.424092	0.845787	0.154213	0
ACNB	2018-10-26	13,416	27,046	0.433793	0.793479	0.206521	0
ACNB	2018-11-02	11,505	24,697	0.526517	0.779585	0.200685	0.01973
ACNB	2018-11-09	9,194	21,266	0.460781	0.770445	0.052414	0.177141
ACNB	2018-11-16	15,062	31,729	0.582679	0.859412	0.070377	0.070211
ACNB	2018-11-23	14,183	30,932	0.56803	0.744285	0.245884	0.009831
ACNB	2018-11-30	4,384	19,274	0.258493	0.772251	0.089007	0.138742
ACNB	2018-12-07	6,419	21,310	0.446086	0.658552	0.341448	0
ACNB	2018-12-14	8,383	17,764	0.482716	0.734475	0.255228	0.010297
ACNB	2018-12-21	35,623	56,791	0.60346	0.635344	0.346919	0.017737
ACNB	2018-12-28	9,420	23,892	0.486044	0.921264	0.069366	0.00937
ACNB	2019-01-04	5,648	13,755	0.653212	0.702328	0.154856	0.142817
ACNB	2019-01-11	5,957	17,533	0.480958	0.855012	0.117092	0.027896
ACNB	2019-01-18	13,745	32,442	0.422962	0.893928	0.092132	0.013939
ACNB	2019-01-25	13,723	26,824	0.615604	0.769109	0.208676	0.022215
ACNB	2019-02-01	10,796	23,894	0.617561	0.82326	0.164267	0.012472
ACNB	2019-02-08	10,776	17,964	0.582667	0.859301	0.137717	0.002982
ACNB	2019-02-15	20,056	33,444	0.668372	0.763243	0.233634	0.003123
ACNB	2019-02-22	12,310	25,330	0.721539	0.784056	0.199881	0.016063
ACNB	2019-03-01	16,814	33,280	0.617998	0.80319	0.160831	0.035979
ACNB	2019-03-08	8,272	26,770	0.459704	0.728001	0.244488	0.027511
ACNB	2019-03-15	8,552	27,234	0.380135	0.911137	0.066808	0.022055
ACNB	2019-03-22	11,451	31,655	0.500281	0.734866	0.214022	0.051112
ACNB	2019-03-29	8,951	21,059	0.503526	0.824397	0.153384	0.022218
ACNB	2019-04-05	7,581	16,298	0.539451	0.8237	0.176169	0.000131
ACNB	2019-04-12	7,409	17,143	0.57296	0.565755	0.422049	0.012197
ACNB	2019-04-19	2,166	4,965	0.482601	0.864945	0.135055	0
ACNB	2019-04-26	5,252	11,480	0.576004	0.818168	0.142273	0.03956
ACNB	2019-05-03	8,124	20,330	0.401386	0.952293	0.018432	0.029275
ACNB	2019-05-10	7,816	13,402	0.65865	0.74819	0.179959	0.07185
ACNB	2019-05-17	9,108	12,710	0.659521	0.884781	0.115028	0.000192
ACNB	2019-05-24	5,763	12,459	0.623391	0.720297	0.279703	0
ACNB	2019-05-31	10,982	18,539	0.564939	0.777559	0.222441	0
ACNB	2019-06-07	16,198	28,735	0.502729	0.957991	0.041741	0.000269
ACNB	2019-06-14	7,060	14,064	0.544065	0.820076	0.155885	0.024039
ACNB	2019-06-21	6,821	17,054	0.632604	0.874198	0.120009	0.005794
ACNB	2019-06-28	14,738	24,811	0.610746	0.651224	0.337818	0.010958
ACNB	2019-07-05	15,193	21,812	0.665449	0.77103	0.22365	0.00532
ACNB	2019-07-12	14,159	30,548	0.693913	0.856839	0.136185	0.006976
ACNB	2019-07-19	3,147	5,900	0.546952	0.72441	0.173785	0.101806
ACNB	2019-07-26	12,250	18,824	0.800698	0.63792	0.247501	0.114579
ACNB	2019-08-02	8,998	14,575	0.767566	0.729397	0.124414	0.146189
ACNB	2019-08-09	10,717	14,021	0.723517	0.859911	0.103647	0.036442
ACNB	2019-08-16	7,280	16,688	0.599279	0.907338	0.050148	0.042514
ACNB	2019-08-23	9,530	16,382	0.6698	0.888462	0.1008	0.010737
ACNB	2019-08-30	6,017	15,019	0.492436	0.851103	0.148385	0.000512
ACNB	2019-09-06	4,400	7,821	0.555154	0.57619	0.245201	0.178609
ACNB	2019-09-13	20,814	29,143	0.687463	0.720224	0.20812	0.071656
ACNB	2019-09-20	16,357	26,108	0.660426	0.835412	0.153252	0.011335
ACNB	2019-09-27	13,312	25,043	0.685701	0.584521	0.300628	0.11485
ACNB	2019-10-04	7,199	11,361	0.627527	0.777541	0.207616	0.014842
ACNB	2019-10-11	6,928	11,319	0.783277	0.822728	0.136997	0.040275
ACNB	2019-10-18	6,976	12,202	0.537995	0.820236	0.099044	0.080719
ACNB	2019-10-25	12,136	15,074	0.68723	0.850608	0.105395	0.043996
ACNB	2019-11-01	11,823	22,277	0.701426	0.79772	0.125395	0.076885
ACNB	2019-11-08	8,862	15,070	0.690634	0.655462	0.277972	0.066566
ACNB	2019-11-15	11,457	19,469	0.65685	0.681658	0.172498	0.145844
ACNB	2019-11-22	6,246	10,527	0.698486	0.860185	0.039573	0.100242
ACNB	2019-11-29	6,948	10,192	0.720732	0.861685	0.05562	0.082696
ACNB	2019-12-06	9,955	22,723	0.58172	0.82381	0.104542	0.071647
ACNB	2019-12-13	21,477	38,736	0.705891	0.87105	0.065617	0.063334
ACNB	2019-12-20	15,689	23,047	0.710302	0.788411	0.080749	0.13084
ACNB	2019-12-27	9,401	24,241	0.585174	0.817951	0.073848	0.1082
ACNB	2020-01-03	10,001	18,489	0.602468	0.789148	0.16221	0.048642
ACNB	2020-01-10	7,519	19,303	0.411003	0.918916	0.029094	0.051991
ACNB	2020-01-17	9,777	23,255	0.458443	0.716389	0.047135	0.236476
ACNB	2020-01-24	4,564	19,162	0.252339	0.901443	0.077105	0.021452
ACNB	2020-01-31	29,525	67,105	0.411399	0.81685	0.045379	0.137771
ACNB	2020-02-07	68,523	108,187	0.601322	0.741804	0.171634	0.086562
ACNB	2020-02-14	29,960	55,195	0.585035	0.691062	0.224552	0.084386
ACNB	2020-02-21	17,272	29,666	0.523122	0.850673	0.102454	0.046873
ACNB	2020-02-28	41,162	94,426	0.515863	0.800014	0.134115	0.065871
ACNB	2020-03-06	34,153	76,977	0.464805	0.79903	0.098249	0.102721
ACNB	2020-03-13	26,923	65,759	0.53346	0.690546	0.224431	0.085024
ACNB	2020-03-20	44,699	88,313	0.546209	0.771818	0.200296	0.027887
ACNB	2020-03-27	27,918	57,019	0.544972	0.61349	0.272553	0.113957
ACNB	2020-04-03	43,200	85,061	0.567298	0.757698	0.146018	0.096284
ACNB	2020-04-10	31,014	62,197	0.566071	0.769492	0.163615	0.066893
ACNB	2020-04-17	53,290	93,273	0.528592	0.826232	0.151702	0.022066
ACNB	2020-04-24	26,820	47,085	0.628555	0.757661	0.159349	0.08299
ACNB	2020-05-01	48,527	69,241	0.69891	0.640896	0.289422	0.069682
ACNB	2020-05-08	44,426	88,021	0.565078	0.741009	0.196033	0.062958
ACNB	2020-05-15	45,558	73,556	0.560573	0.822953	0.143488	0.033558
ACNB	2020-05-22	34,672	62,289	0.692109	0.559518	0.327857	0.112625
ACNB	2020-05-29	20,710	34,401	0.611457	0.568543	0.351567	0.07989
ACNB	2020-06-05	23,290	45,184	0.595965	0.519913	0.268878	0.211209
ACNB	2020-06-12	23,323	53,308	0.506155	0.638657	0.21953	0.141813
ACNB	2020-06-19	13,003	23,451	0.600887	0.790762	0.132405	0.076833
ACNB	2020-06-26	25,069	44,088	0.578254	0.705534	0.27418	0.020286
ACNB	2020-07-03	20,084	34,290	0.628611	0.811984	0.154455	0.033561
ACNB	2020-07-10	30,575	47,785	0.625911	0.724278	0.26163	0.014093
ACNB	2020-07-17	22,469	33,946	0.70983	0.744905	0.214085	0.04101
ACNB	2020-07-24	10,452	20,917	0.489154	0.801784	0.160713	0.037503

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