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	2016-09-30	7,731	16,238	0.628265	0.774096	0.181568	0.044336
ACNB	2016-10-07	6,704	12,269	0.700719	0.740272	0.248037	0.011691
ACNB	2016-10-14	9,794	15,973	0.55018	0.936608	0.055723	0.007669
ACNB	2016-10-21	3,827	7,106	0.739975	0.993246	0.006525	0.000229
ACNB	2016-10-28	4,795	8,839	0.668158	0.705214	0.247764	0.047022
ACNB	2016-11-04	5,419	8,832	0.703135	0.885287	0.110853	0.00386
ACNB	2016-11-11	8,965	35,850	0.5836	0.936284	0.063716	0
ACNB	2016-11-18	12,149	29,236	0.602296	0.831683	0.10178	0.066537
ACNB	2016-11-25	6,866	15,358	0.507758	0.881324	0.097102	0.021574
ACNB	2016-12-02	15,142	36,047	0.677319	0.727417	0.217919	0.054664
ACNB	2016-12-09	13,389	39,051	0.434194	0.947843	0.048865	0.003292
ACNB	2016-12-16	7,587	21,790	0.537103	0.862672	0.137328	0
ACNB	2016-12-23	5,933	16,585	0.520652	0.700352	0.207216	0.092432
ACNB	2016-12-30	2,750	13,762	0.252196	0.739534	0.182534	0.077932
ACNB	2017-01-06	4,409	9,937	0.460407	0.78759	0.21241	0
ACNB	2017-01-13	4,190	13,587	0.391308	0.837718	0.146484	0.015798
ACNB	2017-01-20	3,966	8,874	0.593848	0.964561	0.009303	0.026136
ACNB	2017-01-27	2,831	5,886	0.614062	0.970312	0.029688	0
ACNB	2017-02-03	4,916	9,837	0.650942	0.736254	0.19561	0.068136
ACNB	2017-02-10	6,767	17,585	0.408096	0.81731	0.036897	0.145793
ACNB	2017-02-17	6,111	13,505	0.65112	0.914943	0.041105	0.043951
ACNB	2017-02-24	5,043	8,499	0.84108	0.654444	0.333293	0.012263
ACNB	2017-03-03	10,666	14,234	0.69582	0.872965	0.127035	0
ACNB	2017-03-10	18,937	33,721	0.741713	0.873599	0.114736	0.011665
ACNB	2017-03-17	26,091	55,432	0.687806	0.812981	0.182338	0.004681
ACNB	2017-03-24	12,756	39,234	0.582136	0.589777	0.381962	0.028261
ACNB	2017-03-31	10,885	22,746	0.620974	0.905494	0.093878	0.000629
ACNB	2017-04-07	6,246	11,699	0.565339	0.873877	0.118338	0.007786
ACNB	2017-04-14	4,115	8,936	0.609874	0.808124	0.172646	0.019231
ACNB	2017-04-21	9,421	18,034	0.579095	0.943568	0.056335	0.000097
ACNB	2017-04-28	7,146	19,730	0.487662	0.7426	0.2574	0
ACNB	2017-05-05	5,982	13,842	0.546786	0.864936	0.098894	0.03617
ACNB	2017-05-12	6,058	11,164	0.553652	0.934585	0.062387	0.003028
ACNB	2017-05-19	6,113	10,082	0.66535	0.914318	0.054314	0.031368
ACNB	2017-05-26	14,633	20,382	0.761763	0.832665	0.08819	0.079145
ACNB	2017-06-02	7,401	11,221	0.606321	0.92047	0.079182	0.000349
ACNB	2017-06-09	12,034	13,165	0.869555	0.726497	0.223118	0.050385
ACNB	2017-06-16	10,023	14,656	0.75174	0.650002	0.327004	0.022994
ACNB	2017-06-23	9,524	14,640	0.742159	0.547788	0.413225	0.038988
ACNB	2017-06-30	4,402	10,512	0.592806	0.869482	0.105379	0.025139
ACNB	2017-07-07	8,407	11,720	0.585291	0.802493	0.168851	0.028657
ACNB	2017-07-14	8,067	18,977	0.474937	0.959127	0.035019	0.005854
ACNB	2017-07-21	8,444	16,092	0.506984	0.978182	0.021818	0
ACNB	2017-07-28	10,374	18,193	0.576264	0.876931	0.102885	0.020183
ACNB	2017-08-04	4,838	15,566	0.454986	0.929098	0.001289	0.069612
ACNB	2017-08-11	24,368	37,565	0.6372	0.931086	0.062585	0.006329
ACNB	2017-08-18	10,652	22,365	0.639982	0.908465	0.080695	0.01084
ACNB	2017-08-25	6,237	10,259	0.591348	0.889136	0.048031	0.062833
ACNB	2017-09-01	6,000	15,089	0.426469	0.964814	0.035186	0
ACNB	2017-09-08	5,837	14,657	0.428688	0.961154	0.038846	0
ACNB	2017-09-15	12,504	19,286	0.668753	0.915809	0.078159	0.006032
ACNB	2017-09-22	11,842	25,507	0.652545	0.875683	0.112263	0.012054
ACNB	2017-09-29	6,804	27,269	0.467031	0.764488	0.194837	0.040675
ACNB	2017-10-06	3,686	9,235	0.414638	0.773542	0.217478	0.00898
ACNB	2017-10-13	3,000	8,332	0.426243	0.710943	0.200533	0.088525
ACNB	2017-10-20	3,126	12,110	0.406707	0.556599	0.442709	0.000692
ACNB	2017-10-27	3,741	9,539	0.477376	0.660156	0.31428	0.025564
ACNB	2017-11-03	4,314	10,679	0.32117	0.925979	0.072175	0.001846
ACNB	2017-11-10	11,699	18,688	0.477648	0.954986	0.045014	0
ACNB	2017-11-17	3,230	6,915	0.648509	0.892683	0.107317	0
ACNB	2017-11-24	4,702	15,886	0.389126	0.900131	0.099869	0
ACNB	2017-12-01	11,985	31,044	0.441911	0.795639	0.204361	0
ACNB	2017-12-08	9,630	24,843	0.448415	0.808788	0.191212	0
ACNB	2017-12-15	17,082	31,351	0.542812	0.927173	0.071029	0.001798
ACNB	2017-12-22	21,906	41,787	0.679127	0.929465	0.067074	0.003461
ACNB	2017-12-29	9,271	17,888	0.60279	0.937345	0.055785	0.00687
ACNB	2018-01-05	6,945	13,453	0.408112	0.810825	0.095425	0.09375
ACNB	2018-01-12	2,166	7,027	0.378461	0.689736	0.31001	0.000254
ACNB	2018-01-19	4,739	10,874	0.45398	0.867759	0.121022	0.011219
ACNB	2018-01-26	4,445	7,885	0.368683	0.968437	0.028512	0.003051
ACNB	2018-02-02	3,623	10,044	0.485231	0.941636	0.058364	0
ACNB	2018-02-09	9,256	21,990	0.508736	0.932589	0.030707	0.036705
ACNB	2018-02-16	8,617	15,009	0.549801	0.914109	0.047376	0.038514
ACNB	2018-02-23	9,395	14,175	0.676287	0.931015	0.051275	0.01771
ACNB	2018-03-02	11,146	20,665	0.555374	0.959723	0.038463	0.001814
ACNB	2018-03-09	4,403	14,794	0.468951	0.82562	0.0644	0.10998
ACNB	2018-03-16	5,561	14,268	0.509801	0.913987	0.00538	0.080633
ACNB	2018-03-23	5,613	12,190	0.623766	0.930024	0.068039	0.001936
ACNB	2018-03-30	2,684	6,056	0.615812	0.91063	0.08937	0
ACNB	2018-04-06	3,901	8,605	0.607953	0.910874	0.089126	0
ACNB	2018-04-13	11,346	19,623	0.755292	0.917098	0.068984	0.013918
ACNB	2018-04-20	14,276	21,720	0.591473	0.970606	0.004944	0.02445
ACNB	2018-04-27	21,625	31,137	0.7262	0.84876	0.00132	0.14992
ACNB	2018-05-04	19,554	26,137	0.63267	0.826506	0.158088	0.015407
ACNB	2018-05-11	7,409	17,869	0.668398	0.886404	0.113288	0.000308
ACNB	2018-05-18	7,160	13,323	0.646103	0.730127	0.269873	0
ACNB	2018-05-25	3,261	17,999	0.509967	0.79631	0.203059	0.000631
ACNB	2018-06-01	6,521	14,247	0.517704	0.73226	0.26774	0
ACNB	2018-06-08	6,570	14,383	0.475809	0.899851	0.100149	0
ACNB	2018-06-15	4,758	12,795	0.489192	0.796874	0.203126	0
ACNB	2018-06-22	16,779	29,170	0.508878	0.884665	0.107202	0.008133
ACNB	2018-06-29	21,516	39,041	0.623274	0.702158	0.284468	0.013374
ACNB	2018-07-06	15,664	26,539	0.711809	0.922898	0.071231	0.005871
ACNB	2018-07-13	12,360	22,377	0.563321	0.963647	0.026861	0.009492
ACNB	2018-07-20	5,284	15,861	0.465068	0.928142	0.071858	0
ACNB	2018-07-27	8,432	20,281	0.650235	0.848612	0.151388	0
ACNB	2018-08-03	4,937	15,281	0.514385	0.732437	0.160048	0.107515
ACNB	2018-08-10	6,261	15,534	0.520372	0.848271	0.073231	0.078498
ACNB	2018-08-17	4,639	14,766	0.500629	0.87932	0.057491	0.063188
ACNB	2018-08-24	8,225	16,106	0.571726	0.929442	0.069179	0.001379

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