Split (1)

train · 3.79M rows

symbol string	datetime string	over_shorted float64	over_shorted_chg float64	short_interest float64	number_of_shares float64	short_percentage float64	short_prediction float64	days_to_cover float64	market_cap float64	total_revenue float64	volume float64
ABEO	2012-02-10	-0.04	-0.021	26,423	18,514.287109	0.947	0.987	35.391998	32.400002	704,333.3125	10.4
ABEO	2012-02-17	-0.001	0.039	26,423	18,510.949219	0.947	0.948	20.035999	31.700001	676,277.75	7.2
ABEO	2012-02-24	-0.037	-0.036	26,423	18,523.076172	0.948	0.985	25.080999	30.1	648,222.25	20
ABEO	2012-03-02	-0.003	0.034	26,423	18,560	0.948	0.951	71.264999	29	620,166.625	32.799999
ABEO	2012-03-09	-0.051	-0.047	26,423	18,504.347656	0.948	0.999	7.17	26.6	592,111.125	22.4
ABEO	2012-03-16	-0.039	0.012	26,423	18,568.806641	0.948	0.986	3.704	25.299999	564,055.5625	20.799999
ABEO	2012-03-23	-0.044	-0.005	26,423	19,302.751953	0.946	0.99	17.327999	26.299999	536,000	68
ABEO	2012-03-30	0.024	0.067	26,423	19,327.433594	0.947	0.923	16.725	27.299999	700,875	11.2
ABEO	2012-04-06	-0.046	-0.07	26,423	19,282.052734	0.947	0.993	4.753	28.200001	865,750	39
ABEO	2012-04-13	-0.003	0.043	26,423	19,339.128906	0.947	0.95	5.351	27.799999	1,030,625	36.799999
ABEO	2012-04-20	-0.025	-0.021	26,423	19,282.052734	0.947	0.971	1.868	28.200001	1,195,500	8.8
ABEO	2012-04-27	-0.027	-0.002	26,423	19,298.246094	0.946	0.973	37.636002	27.5	1,360,375	24.799999
ABEO	2012-05-04	-0.024	0.003	26,423	19,284.210938	0.946	0.969	2.747	22.9	1,525,250	33.599998
ABEO	2012-05-11	-0.026	-0.002	26,423	19,272.728516	0.946	0.971	6.48	21.200001	1,690,125	24
ABEO	2012-05-18	-0.014	0.012	26,423	19,259.259766	0.946	0.96	17.978001	13	1,855,000.125	108
ABEO	2012-05-25	-0.017	-0.003	26,423	19,324.675781	0.946	0.963	0.935	18.6	1,765,384.625	52.799999
ABEO	2012-06-01	0.019	0.036	26,423	19,363.636719	0.944	0.925	22.052999	21.299999	1,675,769.25	50
ABEO	2012-06-08	-0.008	-0.028	26,423	19,380.283203	0.944	0.952	9.141	17.200001	1,586,153.875	22.4
ABEO	2012-06-15	0.03	0.038	26,423	19,351.349609	0.943	0.913	16.976	17.9	1,496,538.5	7.2
ABEO	2012-06-22	-0.019	-0.049	26,423	19,343.285156	0.943	0.962	50.235001	16.200001	1,406,923.125	10.4
ABEO	2012-06-29	0.013	0.033	26,423	19,323.076172	0.943	0.93	1.729	15.7	1,317,307.75	66.400002
ABEO	2012-07-06	-0.02	-0.033	26,423	19,333.332031	0.943	0.963	1.325	14.5	1,227,692.25	4
ABEO	2012-07-13	0.004	0.024	26,423	19,285.714844	0.943	0.939	46.301998	13.5	1,138,076.875	23.200001
ABEO	2012-07-20	-0.028	-0.032	26,423	19,294.117188	0.943	0.971	7.928	8.2	1,048,461.5625	73.599998
ABEO	2012-07-27	-0.016	0.012	26,423	19,354.839844	0.943	0.959	1.579	15	958,846.125	50.400002
ABEO	2012-08-03	-0.02	-0.004	26,423	19,314.285156	0.943	0.963	1.729	16.9	869,230.75	10.4
ABEO	2012-08-10	-0.004	0.015	26,423	19,360	0.944	0.949	8.352	12.1	779,615.375	36.799999
ABEO	2012-08-17	0.027	0.031	26,423	19,404.253906	0.944	0.918	5.159	11.4	690,000	11.2
ABEO	2012-08-24	-0.031	-0.057	26,423	19,375	0.945	0.975	12	15.5	703,923.0625	26.4
ABEO	2012-08-31	0.024	0.055	26,423	19,393.939453	0.945	0.921	18.954	16	717,846.125	6.4
ABEO	2012-09-07	-0.017	-0.041	26,423	19,368.421875	0.945	0.962	0.96	13.8	731,769.25	9
ABEO	2012-09-14	0.006	0.023	26,423	19,384.615234	0.945	0.94	1.044	12.6	745,692.3125	15.2
ABEO	2012-09-21	0.007	0.002	26,423	19,377.777344	0.945	0.937	0.003	10.9	759,615.375	40.799999
ABEO	2012-09-28	-0.027	-0.035	26,423	19,377.777344	0.945	0.972	7.052	10.9	773,538.4375	24.799999
ABEO	2012-10-05	-0.023	0.004	26,423	19,368.421875	0.945	0.968	22.931999	9.2	787,461.5625	7.2
ABEO	2012-10-12	-0.012	0.012	26,423	19,399.998047	0.944	0.956	7.494	9.7	801,384.625	19.200001
ABEO	2012-10-19	-0.011	0	26,423	19,200	0.945	0.956	18.431	6	815,307.6875	66.400002
ABEO	2012-10-26	-0.012	-0.001	26,423	19,368.421875	0.944	0.956	60.16	9.2	829,230.75	135.199997
ABEO	2012-11-02	-0.006	0.006	26,423	19,393.939453	0.946	0.951	44.056999	8	843,153.875	36
ABEO	2012-11-09	0.023	0.029	26,423	19,466.666016	0.945	0.922	16.584	7.3	857,076.9375	32.799999
ABEO	2012-11-16	0.045	0.022	26,423	19,200	0.946	0.901	10.523	6	871,000	64
ABEO	2012-11-23	0.03	-0.016	26,423	19,200	0.946	0.917	2.126	6	878,499.9375	32
ABEO	2012-11-30	0.024	-0.005	26,423	19,250	0.945	0.921	3.569	7.7	886,000	55.200001
ABEO	2012-12-07	0.001	-0.023	26,423	19,259.259766	0.945	0.944	1.316	6.5	893,500.0625	80.800003
ABEO	2012-12-14	0.002	0	26,423	19,478.259766	0.945	0.943	17.055	5.6	901,000	80
ABEO	2012-12-21	-0.009	-0.011	26,423	19,200	0.945	0.954	3.109	6	908,499.9375	75.199997
ABEO	2012-12-28	0.026	0.036	26,423	19,200	0.945	0.919	36.233002	6	916,000	185
ABEO	2013-01-04	0.01	-0.016	26,423	19,200	0.947	0.937	3.957	6	923,500.0625	96
ABEO	2013-01-11	-0.02	-0.03	26,423	19,259.259766	0.946	0.966	8.165	6.5	931,000	25.6
ABEO	2013-01-18	0.009	0.029	26,423	19,294.117188	0.947	0.938	4.45	8.2	938,499.9375	9.6
ABEO	2013-01-25	-0.007	-0.016	26,423	19,333.332031	0.947	0.954	1.509	8.7	946,000	19
ABEO	2013-02-01	-0.012	-0.005	26,423	19,333.333984	0.947	0.959	32.862999	11.6	953,500.0625	23.200001
ABEO	2013-02-08	-0.009	0.003	26,423	19,360	0.947	0.956	26.445	12.1	961,000	16.799999
ABEO	2013-02-15	-0.058	-0.049	26,423	19,428.572266	0.948	1.006	6.153	11.9	968,499.9375	24
ABEO	2013-02-22	-0.039	0.02	26,423	19,428.572266	0.947	0.986	3.623	11.9	976,000	4
ABEO	2013-03-01	-0.033	0.006	26,423	19,428.572266	0.948	0.98	5.889	11.9	983,500.0625	4
ABEO	2013-03-08	-0.048	-0.016	26,423	19,304.347656	0.948	0.996	3.087	11.1	991,000	5.6
ABEO	2013-03-15	-0.035	0.014	26,423	19,333.332031	0.948	0.983	5.643	14.5	998,499.9375	14.4
ABEO	2013-03-22	0.01	0.044	26,423	19,773.585938	0.948	0.938	0.003	13.1	1,006,000	24.799999
ABEO	2013-03-29	0.009	-0.001	26,423	19,755.103516	0.948	0.94	11.817	12.1	1,033,250	53
ABEO	2013-04-05	-0.033	-0.041	26,423	19,840	0.948	0.981	1.537	12.4	1,060,500	12.8
ABEO	2013-04-12	-0.033	0	26,423	19,733.333984	0.947	0.98	4.449	11.1	1,087,750	23.200001
ABEO	2013-04-19	-0.005	0.028	26,423	19,800	0.947	0.952	0.581	9.9	1,115,000.125	20.799999
ABEO	2013-04-26	-0.037	-0.032	26,423	19,789.472656	0.947	0.984	0.003	9.4	1,142,250	27.200001
ABEO	2013-05-03	-0.038	-0.001	26,423	19,826.085938	0.947	0.985	0.006	11.4	1,169,500	34.400002
ABEO	2013-05-10	0.014	0.052	26,423	19,826.085938	0.947	0.933	1.606	11.4	1,196,750	1.6
ABEO	2013-05-17	-0.029	-0.042	26,423	19,846.152344	0.945	0.974	3.756	12.9	1,224,000	24.799999
ABEO	2013-05-24	-0.028	0.001	26,423	19,924.529297	0.945	0.973	6.957	13.2	1,165,769.25	38.400002
ABEO	2013-05-31	0.041	0.068	26,423	19,840	0.945	0.905	20.375	12.4	1,107,538.5	7
ABEO	2013-06-07	-0.022	-0.062	26,423	19,846.152344	0.946	0.967	35.786999	12.9	1,049,307.75	16
ABEO	2013-06-14	0.015	0.036	26,423	19,840	0.946	0.931	0.331	12.4	991,076.9375	23.200001
ABEO	2013-06-21	-0.045	-0.06	26,423	20,000	0.944	0.99	1.868	12	932,846.125	25.6
ABEO	2013-06-28	-0.029	0.017	26,423	20,000	0.945	0.974	6.14	12	874,615.375	8
ABEO	2013-07-05	-0.016	0.013	26,423	19,840	0.944	0.96	26.285	12.4	816,384.625	14
ABEO	2013-07-12	-0.041	-0.026	26,423	19,911.111328	0.945	0.986	13.162	11.2	758,153.875	15.2
ABEO	2013-07-19	-0.058	-0.017	26,423	20,000	0.943	1.001	4.479	10.5	699,923.0625	28
ABEO	2013-07-26	-0.046	0.012	26,423	20,000	0.943	0.989	62.370998	10	641,692.3125	6.4
ABEO	2013-08-02	-0.009	0.037	26,423	19,906.976563	0.943	0.952	3.144	10.7	583,461.5625	16
ABEO	2013-08-09	-0.028	-0.019	26,423	20,000	0.943	0.971	0.605	11	525,230.75	10.4
ABEO	2013-08-16	-0.044	-0.016	26,423	20,324.324219	0.943	0.987	0.235	9.4	467,000	11.2
ABEO	2013-08-23	-0.002	0.042	26,423	20,363.636719	0.943	0.945	0.182	8.4	445,615.375	4
ABEO	2013-08-30	-0.045	-0.042	26,423	20,250	0.942	0.987	4.643	8.1	424,230.78125	26.4
ABEO	2013-09-06	-0.037	0.008	26,423	20,399.998047	0.942	0.979	35.702999	10.2	402,846.15625	30
ABEO	2013-09-13	0.009	0.046	26,423	20,444.443359	0.943	0.933	4.537	9.2	381,461.53125	44
ABEO	2013-09-20	-0.003	-0.013	26,423	20,292.681641	0.942	0.945	29.792999	10.4	360,076.9375	49.599998
ABEO	2013-09-27	-0.049	-0.045	26,423	20,444.443359	0.942	0.99	0.003	9.2	338,692.3125	55.200001
ABEO	2013-10-04	-0.032	0.016	26,423	20,399.998047	0.942	0.975	1.031	10.2	317,307.6875	24.799999
ABEO	2013-10-11	-0.016	0.016	26,423	20,307.691406	0.942	0.959	26.311001	9.9	295,923.0625	34.400002
ABEO	2013-10-18	0.007	0.023	26,423	20,342.857422	0.943	0.936	7.17	8.9	274,538.46875	27.200001
ABEO	2013-10-25	-0.028	-0.035	26,423	20,363.636719	0.942	0.97	1.515	8.4	253,153.84375	32
ABEO	2013-11-01	0.023	0.051	26,423	20,235.294922	0.941	0.917	0.294	8.6	231,769.234375	27.200001
ABEO	2013-11-08	-0.024	-0.047	26,423	20,363.636719	0.942	0.965	4.106	8.4	210,384.609375	40
ABEO	2013-11-15	0.037	0.061	26,423	20,533.332031	0.942	0.905	25.826	7.7	189,000	18.4
ABEO	2013-11-22	-0.017	-0.054	26,423	20,533.332031	0.942	0.959	16.570999	7.7	187,578.953125	52
ABEO	2013-11-29	0.023	0.04	26,423	20,533.332031	0.942	0.92	20.575001	7.7	186,157.890625	39
ABEO	2013-12-06	-0.015	-0.038	26,423	20,307.691406	0.943	0.958	49.493999	6.6	184,736.84375	35.200001
ABEO	2013-12-13	-0.018	-0.002	26,423	20,444.445313	0.943	0.96	49.362	6.9	183,315.796875	48
ABEO	2013-12-20	0.001	0.019	26,423	20,480	0.942	0.941	11.039	6.4	181,894.734375	31.200001
ABEO	2013-12-27	-0.014	-0.015	26,423	20,307.691406	0.942	0.956	11.064	6.6	180,473.6875	45
ABEO	2014-01-03	0.05	0.063	26,423	20,307.691406	0.942	0.893	34.069	6.6	179,052.625	39

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