Split (1)

train · 3.72M 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
ABR	2010-07-02	-0.17	-0.116	541,709	25,476,190	0.436	0.606	5.506	117.699997	9,489,073	116,800
ABR	2010-07-09	-0.193	-0.023	541,709	25,485,714	0.435	0.628	9.143	133.800003	9,771,124	148,750
ABR	2010-07-16	-0.209	-0.016	571,554	25,477,032	0.448	0.657	5.079	144.199997	10,053,175	242,200
ABR	2010-07-23	-0.175	0.034	571,554	25,479,674	0.448	0.623	1.622	156.699997	10,335,225	163,800
ABR	2010-07-30	-0.129	0.046	685,965	25,476,574	0.489	0.618	12.201	157.699997	10,617,276	101,900
ABR	2010-08-06	-0.096	0.033	685,965	25,471,698	0.49	0.586	2.174	148.5	10,899,327	86,480
ABR	2010-08-13	-0.087	0.009	685,965	25,487,076	0.49	0.578	4.419	128.199997	10,868,395	93,000
ABR	2010-08-20	-0.007	0.08	668,341	25,485,830	0.485	0.492	6.719	125.900002	10,837,463	56,240
ABR	2010-08-27	-0.052	-0.044	668,341	25,469,728	0.485	0.536	2.012	122	10,806,532	57,400
ABR	2010-09-03	-0.021	0.031	650,441	25,475,688	0.486	0.507	7.191	120.5	10,775,600	51,760
ABR	2010-09-10	-0.005	0.015	650,441	25,468,408	0.487	0.493	4.814	116.900002	10,744,668	55,325
ABR	2010-09-17	-0.045	-0.04	640,154	25,477,178	0.467	0.512	6.395	122.800003	10,713,736	61,560
ABR	2010-09-24	-0.033	0.012	640,154	25,481,928	0.467	0.5	1.821	126.900002	10,682,805	74,420
ABR	2010-10-01	-0.033	-0	613,952	25,469,060	0.46	0.492	13.317	127.599998	10,651,873	48,720
ABR	2010-10-08	-0.047	-0.014	613,952	25,479,706	0.459	0.506	8.033	138.100006	10,620,941	88,000
ABR	2010-10-15	-0.048	-0.001	617,741	25,483,272	0.466	0.514	14.637	137.100006	10,590,009	60,900
ABR	2010-10-22	-0.045	0.003	617,741	25,473,484	0.466	0.511	5.855	134.5	10,559,078	43,240
ABR	2010-10-29	-0.017	0.028	617,741	25,471,696	0.466	0.483	3.684	135	10,528,146	49,340
ABR	2010-11-05	0.011	0.027	617,935	25,471,350	0.478	0.467	3.753	137.800003	10,497,214	58,560
ABR	2010-11-12	-0.022	-0.032	617,935	25,471,350	0.479	0.5	23.368	137.800003	10,336,989	47,200
ABR	2010-11-19	-0	0.022	615,255	25,469,614	0.491	0.491	4.148	138.300003	10,176,765	44,560
ABR	2010-11-26	0.005	0.006	615,255	25,480,226	0.49	0.485	8.315	135.300003	10,016,540	33,750
ABR	2010-12-03	0.034	0.028	627,293	25,478,424	0.504	0.47	13.362	135.800003	9,856,316	43,120
ABR	2010-12-10	0.017	-0.017	627,293	25,477,942	0.503	0.485	5.126	138.600006	9,696,091	64,900
ABR	2010-12-17	-0.035	-0.053	549,184	25,472,728	0.466	0.501	2.813	140.100006	9,535,867	82,660
ABR	2010-12-24	-0.068	-0.033	549,184	25,482,758	0.464	0.532	3.966	147.800003	9,375,642	86,900
ABR	2010-12-31	-0.048	0.02	541,888	25,469,800	0.472	0.52	17.906	151.800003	9,215,418	42,860
ABR	2011-01-07	-0.034	0.014	541,888	25,485,522	0.47	0.504	15.533	149.600006	9,055,193	38,600
ABR	2011-01-14	-0.009	0.025	541,888	25,480,050	0.47	0.479	5.207	152.600006	8,894,969	27,260
ABR	2011-01-21	0.011	0.02	520,908	25,483,304	0.483	0.472	4.64	145	8,734,744	29,450
ABR	2011-01-28	-0.002	-0.012	520,908	25,469,800	0.483	0.485	3.877	151.800003	8,574,520	52,180
ABR	2011-02-04	0.011	0.013	513,667	25,483,332	0.478	0.466	11.421	152.899994	8,414,295	29,640
ABR	2011-02-11	-0.024	-0.036	513,667	25,480,480	0.478	0.502	7.915	169.699997	8,254,070.5	66,340
ABR	2011-02-18	0.068	0.092	520,462.03125	25,475,462	0.486	0.419	8.744	166.100006	8,093,846	29,060
ABR	2011-02-25	-0.038	-0.106	520,462.03125	25,477,612	0.486	0.524	4.621	170.699997	7,933,621	86,675
ABR	2011-03-04	-0.028	0.01	509,865	24,769,940	0.479	0.507	8.698	161.5	7,773,397	166,680
ABR	2011-03-11	-0.084	-0.056	509,865	24,779,660	0.48	0.563	3.694	146.199997	8,066,206	102,800
ABR	2011-03-18	-0.083	0	492,651	24,768,682	0.469	0.552	7.25	139.199997	8,359,015.5	88,560
ABR	2011-03-25	-0.01	0.074	492,651	24,778,760	0.469	0.479	4.604	140	8,651,825	35,660
ABR	2011-04-01	0.003	0.013	503,395	24,784,174	0.468	0.464	10.183	137.800003	8,944,634	41,920
ABR	2011-04-08	-0.039	-0.043	503,395	24,771,482	0.468	0.507	12.132	135.5	9,237,443	45,000
ABR	2011-04-15	0.038	0.078	505,263	24,774,436	0.463	0.425	3.497	131.800003	9,530,252	41,680
ABR	2011-04-22	-0.047	-0.085	505,263	24,785,156	0.464	0.51	12.164	126.900002	9,823,062	61,425
ABR	2011-04-29	0.08	0.126	505,263	24,771,862	0.463	0.384	5.924	130.300003	10,115,871	41,300
ABR	2011-05-06	0.115	0.036	511,993	25,449,220	0.454	0.339	1.57	130.300003	10,408,680	82,800
ABR	2011-05-13	0.019	-0.096	511,993	25,449,220	0.455	0.436	3.539	130.300003	10,460,773	64,240
ABR	2011-05-20	0.088	0.069	537,489	25,445,344	0.465	0.377	7.505	125.699997	10,512,867	47,200
ABR	2011-05-27	0.043	-0.045	537,489	25,449,100	0.464	0.421	1.977	127.5	10,564,960	36,920
ABR	2011-06-03	0.025	-0.019	491,281.96875	25,447,316	0.439	0.415	14.765	128	10,617,054	32,925
ABR	2011-06-10	-0.082	-0.107	491,281.96875	25,438,932	0.44	0.522	11.416	133.300003	10,669,147	52,240
ABR	2011-06-17	-0.147	-0.065	468,180	25,435,780	0.421	0.568	13.624	110.900002	10,721,240	235,600
ABR	2011-06-24	-0.224	-0.078	468,180	25,434,784	0.421	0.646	9.049	117	10,773,334	66,700
ABR	2011-07-01	0.039	0.263	441,689	25,448,852	0.408	0.369	11.59	121.900002	10,825,427	36,600
ABR	2011-07-08	-0.243	-0.282	441,689	25,452,630	0.408	0.651	11.318	120.900002	10,877,520	55,250
ABR	2011-07-15	-0.099	0.144	432,736	25,436,244	0.395	0.493	7.744	113.699997	10,929,614	40,780
ABR	2011-07-22	-0.158	-0.059	432,736	25,442,764	0.394	0.552	17.827	117.800003	10,981,707	38,640
ABR	2011-07-29	-0.075	0.083	432,736	25,448,114	0.394	0.469	12.287	107.900002	11,033,801	71,000
ABR	2011-08-05	-0.195	-0.12	427,552	25,443,352	0.399	0.594	9.701	103.300003	11,085,894	101,100
ABR	2011-08-12	-0.197	-0.002	427,552	25,435,896	0.4	0.597	7.912	99.199997	11,383,252	105,960
ABR	2011-08-19	-0.195	0.002	411,686.03125	25,437,156	0.395	0.59	3.737	93.099998	11,680,610	82,700
ABR	2011-08-26	-0.224	-0.029	411,686.03125	25,437,666	0.395	0.619	9.265	95.900002	11,977,969	76,600
ABR	2011-09-02	-0.124	0.1	425,705.96875	25,447,762	0.392	0.516	24.903999	102.300003	12,275,327	47,820
ABR	2011-09-09	-0.109	0.015	425,705.96875	25,441,526	0.393	0.501	8.145	106.599998	12,572,685	37,850
ABR	2011-09-16	-0.089	0.02	420,366.03125	25,438,596	0.378	0.466	5.893	101.5	12,870,043	40,300
ABR	2011-09-23	-0.146	-0.058	420,366.03125	25,426,358	0.379	0.525	8.233	98.400002	13,167,402	58,440
ABR	2011-09-30	-0.11	0.036	416,295	25,449,736	0.366	0.476	11.894	96.199997	13,464,760	74,720
ABR	2011-10-07	-0.19	-0.08	416,295	25,434,782	0.365	0.555	2.657	81.900002	13,762,118	142,600
ABR	2011-10-14	-0.132	0.058	416,295	25,429,450	0.366	0.498	17.474001	82.900002	14,059,476	59,680
ABR	2011-10-21	-0.148	-0.016	408,845	25,441,596	0.377	0.524	12.303	89.300003	14,356,835	48,360
ABR	2011-10-28	-0.111	0.037	408,845	25,432,432	0.377	0.487	5.078	94.099998	14,654,193	53,460
ABR	2011-11-04	-0.073	0.037	415,606.03125	24,140,844	0.384	0.458	12.094	85.699997	14,951,551	44,180
ABR	2011-11-11	-0.086	-0.013	415,606.03125	24,141,690	0.385	0.471	15.694	88.599998	14,681,752	45,380
ABR	2011-11-18	-0.07	0.016	423,628	24,138,890	0.399	0.469	5.838	86.900002	14,411,953	25,840
ABR	2011-11-25	-0.063	0.007	423,628	24,133,032	0.399	0.462	2.306	84.900002	14,142,153	17,075
ABR	2011-12-02	-0.06	0.003	436,385	24,142,856	0.41	0.47	3.265	84.5	13,872,354	55,000
ABR	2011-12-09	-0.048	0.012	436,385	24,151,514	0.409	0.457	18.26	79.699997	13,602,555	38,520
ABR	2011-12-16	-0.005	0.043	432,897	24,142,856	0.403	0.409	4.052	84.5	13,332,756	49,060
ABR	2011-12-23	-0.043	-0.038	432,897	24,138,890	0.403	0.446	14.11	86.900002	13,062,956	44,100
ABR	2011-12-30	-0.087	-0.044	430,533	24,147,728	0.413	0.5	6.706	85	12,793,157	41,875
ABR	2012-01-06	-0.067	0.02	430,533	24,138,890	0.412	0.48	6.01	86.900002	12,523,358	41,225
ABR	2012-01-13	-0.13	-0.063	430,533	24,136,252	0.412	0.542	0.117	99.199997	12,253,559	50,580
ABR	2012-01-20	-0.109	0.021	429,993.96875	24,145,198	0.422	0.531	14.502	103.099998	11,983,759	44,700
ABR	2012-01-27	-0.124	-0.014	429,993.96875	24,133,016	0.422	0.546	1.256	101.599998	11,713,960	26,140
ABR	2012-02-03	-0.085	0.039	445,880	24,135,514	0.428	0.513	4.852	103.300003	11,444,161	48,880
ABR	2012-02-10	-0.111	-0.026	445,880	24,140,968	0.428	0.539	7.504	109.599998	11,174,362	70,560
ABR	2012-02-17	-0.073	0.038	454,377	24,129,978	0.443	0.516	9.614	115.099998	10,904,562	30,800
ABR	2012-02-24	-0.079	-0.005	454,377	24,129,978	0.443	0.522	11.82	115.099998	10,634,763	42,725
ABR	2012-03-02	-0.09	-0.012	448,923	24,149,174	0.446	0.536	14.699	118.5	10,364,964	76,280
ABR	2012-03-09	-0.117	-0.027	448,923	24,149,532	0.446	0.562	4.78	129.199997	11,091,101	73,880
ABR	2012-03-16	-0.108	0.009	452,257	24,135,336	0.449	0.556	9.683	128.399994	11,817,238	78,180
ABR	2012-03-23	-0.164	-0.056	452,257	24,145,908	0.448	0.612	12.378	135.699997	12,543,375	58,740
ABR	2012-03-30	-0.074	0.09	471,854.03125	24,150,268	0.453	0.527	1.468	135	13,269,512	48,220
ABR	2012-04-06	-0.149	-0.075	471,854.03125	24,140,624	0.453	0.602	17.429001	123.599998	13,995,650	35,075
ABR	2012-04-13	-0.032	0.117	471,854.03125	24,136,690	0.453	0.484	12.526	134.199997	14,721,787	27,660
ABR	2012-04-20	-0.058	-0.026	522,221	24,148,552	0.492	0.55	8.588	133.300003	15,447,924	21,100
ABR	2012-04-27	0.079	0.136	522,221	24,139,132	0.492	0.413	10.59	138.800003	16,174,061	23,600
ABR	2012-05-04	0.034	-0.044	434,961.96875	24,253,858	0.429	0.395	7.685	141.399994	16,900,198	64,280
ABR	2012-05-11	-0.013	-0.048	434,961.96875	24,248,788	0.43	0.444	11.471	150.100006	17,016,668	106,400
ABR	2012-05-18	-0.066	-0.053	432,291	24,253,858	0.425	0.491	5.17	141.399994	17,133,138	58,420
ABR	2012-05-25	-0.012	0.054	432,291	24,256,408	0.425	0.438	16.52	141.899994	17,249,608	38,720

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