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
ACNB	2015-10-30	556	1,331	0.385145	1	0	0
ACNB	2015-11-06	5,813	14,203	0.214139	null	null	null
ACNB	2015-11-13	706	3,682	0.20425	0.8525	0.1475	0
ACNB	2015-11-20	2,228	5,947	0.310988	0.655168	0.344832	0
ACNB	2015-11-27	2,398	4,569	0.482665	0.918033	0.081967	0
ACNB	2015-12-04	2,204	16,634	0.378914	0.885484	0.082258	0.032258
ACNB	2015-12-11	2,200	8,460	0.134094	0.744395	0.179617	0.075988
ACNB	2015-12-18	2,276	7,394	0.209298	null	null	null
ACNB	2016-01-01	2,432	12,477	0.586786	0.940048	0.059952	0
ACNB	2016-01-08	1,396	4,504	0.308327	null	null	null
ACNB	2016-01-15	3,058	8,381	0.461778	null	null	null
ACNB	2016-01-22	3,811	10,858	0.442021	0.564737	0.420111	0.015152
ACNB	2016-01-29	7,639	13,443	0.577273	0.957143	0.042857	0
ACNB	2016-02-05	4,185	8,782	0.569643	0.93311	0.06689	0
ACNB	2016-02-12	2,075	6,007	0.432378	0.93363	0.06637	0
ACNB	2016-02-19	4,435	9,953	0.435601	0.948945	0.051055	0
ACNB	2016-02-26	10,069	21,792	0.538854	0.882965	0.071225	0.04581
ACNB	2016-03-04	6,278	18,974	0.362559	0.828786	0.12553	0.045684
ACNB	2016-03-11	7,974	18,165	0.461889	0.621569	0.360486	0.017945
ACNB	2016-03-18	1,556	8,240	0.381203	0.850672	0.099025	0.050303
ACNB	2016-03-25	3,097	8,180	0.429773	0.829382	0.162077	0.00854
ACNB	2016-04-01	5,633	16,556	0.326379	0.695752	0.240613	0.063635
ACNB	2016-04-08	4,296	15,374	0.380711	0.71595	0.155859	0.128191
ACNB	2016-04-15	2,653	16,848	0.170091	0.958333	0	0.041667
ACNB	2016-04-22	7,648	16,457	0.546583	0.924544	0.067937	0.007519
ACNB	2016-04-29	3,515	10,325	0.339748	null	null	null
ACNB	2016-05-06	9,189	21,910	0.559934	0.895359	0.099202	0.005439
ACNB	2016-05-13	2,427	5,568	0.251387	0.5	0.5	0
ACNB	2016-05-20	11,269	47,849	0.360211	0.929174	0.070826	0
ACNB	2016-05-27	35,878	100,114	0.445443	0.779225	0.213698	0.007077
ACNB	2016-06-03	12,870	38,545	0.455367	0.425312	0.450577	0.124111
ACNB	2016-06-10	13,341	48,932	0.312068	0.785316	0.199846	0.014838
ACNB	2016-06-17	8,783	38,413	0.184299	0.795352	0.142199	0.062449
ACNB	2016-06-24	34,518	103,682	0.321331	0.812544	0.172818	0.014638
ACNB	2016-07-01	28,319	53,936	0.568189	0.567563	0.340947	0.09149
ACNB	2016-07-08	5,123	16,415	0.416051	0.567641	0.316695	0.115664
ACNB	2016-07-15	14,954	35,160	0.471096	0.441725	0.558275	0
ACNB	2016-07-22	9,818	22,023	0.542666	0.639457	0.348715	0.011829
ACNB	2016-07-29	13,801	32,514	0.560133	0.790128	0.204835	0.005037
ACNB	2016-08-05	16,364	39,307	0.54539	0.835586	0.129094	0.03532
ACNB	2016-08-12	23,696	51,472	0.591853	0.6216	0.332799	0.045601
ACNB	2016-08-19	14,937	38,072	0.567081	0.788174	0.192151	0.019676
ACNB	2016-08-26	11,317	25,626	0.638178	0.769058	0.230942	0
ACNB	2016-09-02	13,541	22,425	0.754377	0.637861	0.289975	0.072164
ACNB	2016-09-09	8,184	18,608	0.558555	0.783776	0.171303	0.044921
ACNB	2016-09-16	10,422	27,489	0.558165	0.809744	0.140372	0.049885
ACNB	2016-09-23	8,665	16,457	0.704351	0.778	0.222	0
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

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