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	2022-07-01	55,992	102,655	0.583021	0.627613	0.299849	0.072538
ACNB	2022-07-08	36,153	61,260	0.601365	0.675395	0.243393	0.081212
ACNB	2022-07-15	35,142	58,626	0.597402	0.687843	0.204079	0.108078
ACNB	2022-07-22	21,437	35,708	0.572888	0.502597	0.375834	0.121569
ACNB	2022-07-29	22,255	40,233	0.562459	0.636913	0.305813	0.057274
ACNB	2022-08-05	47,354	78,622	0.667767	0.79846	0.165536	0.036004
ACNB	2022-08-12	24,919	38,811	0.669001	0.54206	0.41839	0.039549
ACNB	2022-08-19	19,378	33,908	0.704532	0.567865	0.376186	0.055949
ACNB	2022-08-26	13,830	19,715	0.759854	0.726374	0.249695	0.023932
ACNB	2022-09-02	12,050	25,334	0.695574	0.864373	0.08534	0.050287
ACNB	2022-09-09	4,197	11,175	0.445151	0.721312	0.233992	0.044696
ACNB	2022-09-16	12,785	30,104	0.637468	0.625177	0.304129	0.070695
ACNB	2022-09-23	16,809	49,025	0.382213	0.777375	0.212042	0.010583
ACNB	2022-09-30	10,318	25,664	0.464013	0.706045	0.160707	0.133248
ACNB	2022-10-07	16,582	28,405	0.469338	0.650159	0.230422	0.119418
ACNB	2022-10-14	10,182	22,228	0.592539	0.743187	0.176599	0.080214
ACNB	2022-10-21	6,167	16,137	0.565847	0.774514	0.201949	0.023538
ACNB	2022-10-28	15,047	46,673	0.537633	0.729973	0.201869	0.068159
ACNB	2022-11-04	12,528	21,163	0.62504	0.835257	0.14801	0.016733
ACNB	2022-11-11	14,429	23,078	0.581211	0.726487	0.25982	0.013692
ACNB	2022-11-18	17,300	22,485	0.797785	0.758059	0.21275	0.029191
ACNB	2022-11-25	12,848	25,601	0.659034	0.430081	0.544686	0.025233
ACNB	2022-12-02	5,425	8,813	0.822398	0.809444	0.129256	0.0613
ACNB	2022-12-09	11,434	16,337	0.751817	0.828964	0.116345	0.054691
ACNB	2022-12-16	30,663	42,197	0.714275	0.76272	0.214749	0.022531
ACNB	2022-12-23	25,310	54,045	0.729357	0.828709	0.148897	0.022394
ACNB	2022-12-30	4,920	6,803	0.757085	0.868616	0.082288	0.049096
ACNB	2023-01-06	5,804	9,552	0.653281	0.746795	0.237846	0.015359
ACNB	2023-01-13	9,378	20,028	0.737198	0.791061	0.128091	0.080848
ACNB	2023-01-20	3,800	6,713	0.82211	0.880503	0.057969	0.061527
ACNB	2023-01-27	8,447	16,336	0.690241	0.742425	0.194084	0.063491
ACNB	2023-02-03	12,833	19,480	0.74209	0.673238	0.270042	0.056721
ACNB	2023-02-10	10,737	15,619	0.738716	0.66646	0.282655	0.050885
ACNB	2023-02-17	17,189	22,754	0.652009	0.638024	0.352188	0.009788
ACNB	2023-02-24	5,593	9,183	0.763135	0.920568	0.060249	0.019183
ACNB	2023-03-03	4,446	9,019	0.681404	0.758921	0.229176	0.011903
ACNB	2023-03-10	21,861	45,311	0.655307	0.82134	0.176355	0.002305
ACNB	2023-03-17	22,185	63,679	0.662949	0.741018	0.234482	0.024499
ACNB	2023-03-24	26,651	54,393	0.699248	0.752026	0.230358	0.017616
ACNB	2023-03-31	8,114	12,142	0.740458	0.862631	0.070262	0.067106
ACNB	2023-04-07	7,446	12,271	0.611806	0.886676	0.104847	0.008477
ACNB	2023-04-14	6,344	9,951	0.652783	0.897297	0.068333	0.03437
ACNB	2023-04-21	5,573	11,664	0.62384	0.912901	0.081964	0.005136
ACNB	2023-04-28	11,528	18,711	0.693529	0.848116	0.113075	0.038809
ACNB	2023-05-05	13,228	26,430	0.737976	0.751747	0.218243	0.03001
ACNB	2023-05-12	10,833	16,294	0.46952	0.934824	0.064927	0.000249
ACNB	2023-05-19	8,821	15,425	0.555727	0.892283	0.091309	0.016408
ACNB	2023-05-26	15,590	23,515	0.605456	0.825975	0.166808	0.007217
ACNB	2023-06-02	5,659	10,792	0.53181	0.896597	0.084858	0.018545
ACNB	2023-06-09	23,876	35,068	0.728246	0.872701	0.125111	0.002188
ACNB	2023-06-16	14,648	20,689	0.738401	0.884146	0.111418	0.004436
ACNB	2023-06-23	13,409	17,052	0.770752	0.912557	0.085154	0.002289
ACNB	2023-06-30	7,694	10,701	0.71292	0.680088	0.301416	0.018496
ACNB	2023-07-07	2,721	2,988	0.726183	0.139603	0.700802	0.159595
ACNB	2023-07-14	1,620	2,744	0.487597	0.050132	0.760692	0.189176
ACNB	2023-07-21	634	1,254	0.566045	0.315487	0.498112	0.186401
ACNB	2023-07-28	1,632	4,115	0.375534	0.165538	0.833798	0.000664
ACNB	2023-08-04	1,014	2,686	0.487344	0.16086	0.81443	0.02471
ACNB	2023-08-11	970	2,818	0.283359	0.13871	0.745699	0.115591
ACNB	2023-08-18	1,105	2,296	0.495617	0.068448	0.574408	0.357143
ACNB	2023-08-25	2,654	3,918	0.592166	0.117778	0.853016	0.029206
ACNB	2023-09-01	1,252	2,102	0.681985	0.085154	0.80128	0.113566
ACNB	2023-09-08	379	1,098	0.445501	0.074489	0.776166	0.149345
ACNB	2023-09-15	1,505	2,673	0.443377	0.223711	0.776289	0
ACNB	2023-09-22	1,487	2,358	0.508133	0.14	0.85944	0.00056
ACNB	2023-09-29	674	1,118	0.581588	0.079502	0.920498	0
ACNB	2023-10-06	678	1,251	0.474846	0.095086	0.670923	0.233992
ACNB	2023-10-13	265	342	0.545274	0.028974	0.971026	0
ACNB	2023-10-20	704	978	0.668769	0.20414	0.79586	0
ACNB	2023-10-27	1,572	2,009	0.478988	0.20783	0.766973	0.025197
ACNB	2023-11-03	991	1,574	0.417437	0.02515	0.943713	0.031138
ACNB	2023-11-10	187	431	0.472814	0.197641	0.798192	0.004167
ACNB	2023-11-17	2,395	2,928	0.624519	0.157026	0.829423	0.013551
ACNB	2023-11-24	1,048	1,780	0.461104	0.118952	0.860013	0.021035
ACNB	2023-12-01	5,608	6,201	0.619074	null	null	null
ACNB	2023-12-08	1,758	1,928	0.822512	0.143049	0.783793	0.073158
ACNB	2023-12-15	11,211	12,787	0.626915	0.116007	0.668816	0.215176
ACNB	2023-12-22	4,337	6,532	0.724832	0.340529	0.618354	0.041117
ACNB	2023-12-29	1,686	3,817	0.551081	0.511127	0.399137	0.089736
ACNB	2024-01-05	3,445	5,104	0.726841	0.065736	0.898418	0.035846
ACNB	2024-01-12	3,785	4,318	0.845632	0.26569	0.729379	0.004931
ACNB	2024-01-19	11,049	12,780	0.740474	0.03987	0.93119	0.02894
ACNB	2024-01-26	5,058	5,553	0.784378	0.240653	0.750588	0.008759
ACNB	2024-02-02	9,725	12,298	0.740757	0.089261	0.884692	0.026048
ACNB	2024-02-09	2,578	2,822	0.693973	0.065379	0.878395	0.056226
ACNB	2024-02-16	2,766	3,900	0.570313	0.191075	0.725563	0.083362
ACNB	2024-02-23	478	900	0.452196	0.002199	0.872043	0.125758
ACNB	2024-03-01	1,431	2,248	0.549235	0.211928	0.784226	0.003846
ACNB	2024-03-08	806	1,144	0.564592	0.223755	0.544491	0.231754
ACNB	2024-03-15	1,610	2,407	0.519826	0.140671	0.815521	0.043808
ACNB	2024-03-22	1,208	2,382	0.456897	0.145782	0.854218	0
ACNB	2024-03-29	1,172	1,898	0.661432	0.470211	0.505894	0.023896
ACNB	2024-04-05	2,093	2,767	0.576828	0.327426	0.556125	0.11645
ACNB	2024-04-12	973	1,480	0.573059	0.536956	0.247044	0.216
ACNB	2024-04-19	4,179	6,204	0.418361	0.107126	0.661426	0.231449
ACNB	2024-04-26	2,140	4,077	0.58078	0.349247	0.640268	0.010485
ACNB	2024-05-03	1,944	3,887	0.594575	0.184064	0.647088	0.168849
ACNB	2024-05-10	456	1,546	0.353427	0.393082	0.60472	0.002198
ACNB	2024-05-17	2,065	2,958	0.533233	0.330682	0.555903	0.113414
ACNB	2024-05-24	2,099	3,811	0.500319	0.08397	0.891964	0.024066

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