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	2014-10-24	1,020	5,238	0.441765	0.833333	0.166667	0
ACNB	2014-10-31	1,130	5,314	0.379055	1	0	0
ACNB	2014-11-07	3,731	7,144	0.664371	1	0	0
ACNB	2014-11-14	6,737	13,953	0.362952	1	0	0
ACNB	2014-11-21	3,720	10,056	0.379529	1	0	0
ACNB	2014-11-28	2,739	6,939	0.439536	0.978687	0.021313	0
ACNB	2014-12-05	2,331	3,072	0.780547	1	0	0
ACNB	2014-12-12	3,492	7,161	0.390833	1	0	0
ACNB	2014-12-19	1,847	4,588	0.260032	null	null	null
ACNB	2014-12-26	492	2,592	0.674603	0.625	0.125	0.25
ACNB	2015-01-02	4,100	7,635	0.613876	1	0	0
ACNB	2015-01-09	4,007	6,510	0.406292	null	null	null
ACNB	2015-01-16	750	4,037	0.214386	null	null	null
ACNB	2015-01-23	4,269	12,074	0.437935	null	null	null
ACNB	2015-01-30	450	2,360	0.164348	null	null	null
ACNB	2015-02-06	1,409	7,250	0.047825	null	null	null
ACNB	2015-02-13	4,641	10,347	0.347459	null	null	null
ACNB	2015-02-20	263	3,689	0.025868	1	0	0
ACNB	2015-02-27	4,087	8,059	0.389156	null	null	null
ACNB	2015-03-06	1,074	1,778	0.333333	null	null	null
ACNB	2015-03-13	835	2,938	0.213695	null	null	null
ACNB	2015-03-20	3,408	7,445	0.561848	0.494051	0.505949	0
ACNB	2015-03-27	3,628	6,953	0.487917	0.900914	0.099086	0
ACNB	2015-04-03	1,580	4,401	0.451392	1	0	0
ACNB	2015-04-10	1,133	4,505	0.408153	null	null	null
ACNB	2015-04-17	2,122	5,817	0.339733	1	0	0
ACNB	2015-04-24	1,356	3,776	0.401741	null	null	null
ACNB	2015-05-01	4,551	11,804	0.194716	null	null	null
ACNB	2015-05-08	1,476	5,265	0.227877	null	null	null
ACNB	2015-05-15	3,837	10,145	0.254706	null	null	null
ACNB	2015-05-22	2,310	6,816	0.088683	null	null	null
ACNB	2015-05-29	1,210	5,060	0.319823	null	null	null
ACNB	2015-06-05	2,296	14,553	0.151564	null	null	null
ACNB	2015-06-12	1,165	4,734	0.319923	null	null	null
ACNB	2015-06-19	1,546	5,292	0.144024	1	0	0
ACNB	2015-06-26	3,202	8,047	0.471154	0.956522	0.043478	0
ACNB	2015-07-03	790	6,951	0.248413	null	null	null
ACNB	2015-07-10	860	5,249	0.321061	null	null	null
ACNB	2015-07-17	4,449	8,527	0.287225	1	0	0
ACNB	2015-07-24	1,908	7,371	0.257882	null	null	null
ACNB	2015-07-31	2,530	3,438	0.774727	1	0	0
ACNB	2015-08-07	1	722	0.022727	null	null	null
ACNB	2015-08-14	2,985	9,168	0.270527	null	null	null
ACNB	2015-08-21	2	1,607	0.001802	null	null	null
ACNB	2015-08-28	8,849	24,456	0.139621	null	null	null
ACNB	2015-09-04	1,670	7,623	0.114493	null	null	null
ACNB	2015-09-11	3,999	5,878	0.426961	0.803653	0.196347	0
ACNB	2015-09-18	981	3,573	0.331887	null	null	null
ACNB	2015-09-25	1,936	5,019	0.347117	0.848485	0.083333	0.068182
ACNB	2015-10-02	2,872	5,567	0.360391	null	null	null
ACNB	2015-10-09	977	2,296	0.464318	1	0	0
ACNB	2015-10-16	1,815	10,290	0.454701	0.822165	0.142248	0.035587
ACNB	2015-10-23	2,680	5,952	0.252001	null	null	null
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

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