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
AAME	2010-08-20	0.046	0.099	5,125	22,250,000	0.044	-0.002	4.858	26.700001	27,095,428	5,700
AAME	2010-08-27	-0.014	-0.06	5,125	22,320,002	0.043	0.057	5.756	27.9	27,099,642	9,120
AAME	2010-09-03	-0.005	0.009	3,925	22,291,664	0.033	0.038	10.912	32.099998	27,103,858	12,320
AAME	2010-09-10	-0.055	-0.05	3,925	22,275,862	0.033	0.088	8.192	32.299999	27,108,072	13,000
AAME	2010-09-17	-0.042	0.014	3,741	22,256,098	0.032	0.073	11.766	36.5	27,112,286	7,100
AAME	2010-09-24	-0.086	-0.045	3,741	22,282,608	0.032	0.118	8.688	41	27,116,500	12,820
AAME	2010-10-01	-0.014	0.072	6,716	22,303,030	0.054	0.069	3.705	36.799999	27,120,714	6,240
AAME	2010-10-08	-0.08	-0.066	6,716	22,285,716	0.054	0.134	4.159	39	27,124,928	11,940
AAME	2010-10-15	-0.022	0.058	3,615	22,289,158	0.03	0.052	9.476	37	27,129,142	4,100
AAME	2010-10-22	-0.046	-0.024	3,615	22,307,692	0.03	0.076	7.32	37.700001	27,133,358	2,840
AAME	2010-10-29	-0.005	0.041	3,615	22,279,498	0.03	0.035	8.287	38.900002	27,137,572	1,380
AAME	2010-11-05	-0.035	-0.03	3,988	22,307,692	0.031	0.066	4.138	40.599998	27,141,786	3,760
AAME	2010-11-12	-0.032	0.003	3,988	22,275,132	0.031	0.063	5.884	42.099998	27,146,000	4,740
AAME	2010-11-19	-0.005	0.027	4,488	22,263,156	0.038	0.043	5.226	42.299999	27,243,842	1,820
AAME	2010-11-26	-0.05	-0.045	4,488	22,272,724	0.038	0.088	8.947	44.099998	27,341,684	2,400
AAME	2010-12-03	0.013	0.063	4,468	22,268,042	0.034	0.021	6.024	43.200001	27,439,526	4,360
AAME	2010-12-10	-0.048	-0.061	4,468	22,272,724	0.034	0.082	8.36	44.099998	27,537,368	220
AAME	2010-12-17	-0.01	0.038	3,601	22,272,724	0.028	0.039	14.951	44.099998	27,635,210	940
AAME	2010-12-24	-0.052	-0.041	3,601	22,250,000	0.029	0.08	14.312	44.5	27,733,052	475
AAME	2010-12-31	0.03	0.082	4,186	22,266,010	0.033	0.003	5.611	45.200001	27,830,894	5,080
AAME	2011-01-07	-0.041	-0.071	4,186	22,281,556	0.033	0.074	17.444	45.900002	27,928,736	2,660
AAME	2011-01-14	-0.012	0.028	4,186	22,283,104	0.033	0.046	7.7	48.799999	28,026,578	4,100
AAME	2011-01-21	-0.072	-0.06	4,796	22,272,724	0.038	0.11	11.849	49	28,124,422	3,325
AAME	2011-01-28	-0.079	-0.007	4,796	22,272,724	0.038	0.118	7.663	49	28,222,264	1,520
AAME	2011-02-04	-0.034	0.045	4,346	22,262,444	0.034	0.068	5.287	49.200001	28,320,106	1,380
AAME	2011-02-11	-0.052	-0.018	4,346	22,285,716	0.034	0.086	10.061	46.799999	28,417,948	2,740
AAME	2011-02-18	0.022	0.074	5,279	22,285,716	0.035	0.014	5.218	46.799999	28,515,790	2,800
AAME	2011-02-25	-0.05	-0.072	5,279	22,254,904	0.036	0.086	4.453	45.400002	28,613,632	500
AAME	2011-03-04	0.027	0.077	3,612	22,264,152	0.029	0.002	8.541	47.200001	28,711,474	3,020
AAME	2011-03-11	-0.047	-0.074	3,612	22,264,152	0.029	0.076	6.981	47.200001	28,809,316	3,600
AAME	2011-03-18	-0.037	0.011	4,854	22,270,530	0.037	0.073	8.673	46.099998	28,907,158	46,100
AAME	2011-03-25	-0.08	-0.043	4,854	22,238,096	0.037	0.117	8.415	46.700001	29,005,000	5,500
AAME	2011-04-01	-0.02	0.06	3,784	22,247,706	0.032	0.052	46.576	48.5	28,869,286	420
AAME	2011-04-08	-0.063	-0.044	3,784	22,264,152	0.032	0.096	3.522	47.200001	28,733,572	3,560
AAME	2011-04-15	-0.044	0.019	4,455	22,254,904	0.037	0.081	4.567	45.400002	28,597,858	4,160
AAME	2011-04-22	-0.045	-0.001	4,455	22,233,010	0.037	0.082	24.152	45.799999	28,462,142	1,000
AAME	2011-04-29	0.002	0.047	4,455	22,232,558	0.037	0.035	8.353	47.799999	28,326,428	4,040
AAME	2011-05-06	-0.054	-0.056	4,087	22,270,530	0.03	0.084	4.5	46.099998	28,190,714	6,440
AAME	2011-05-13	-0.07	-0.016	4,087	22,222,224	0.03	0.1	10.781	46	28,055,000	1,640
AAME	2011-05-20	-0.048	0.022	3,736	22,243,902	0.028	0.076	10.442	45.599998	28,133,308	780
AAME	2011-05-27	-0.052	-0.003	3,736	22,243,902	0.028	0.079	4.313	45.599998	28,211,616	3,180
AAME	2011-06-03	-0.012	0.039	4,012	22,254,904	0.031	0.043	7.27	45.400002	28,289,924	2,000
AAME	2011-06-10	-0.012	0	4,012	22,254,904	0.031	0.043	17.448	45.400002	28,368,230	4,740
AAME	2011-06-17	0.029	0.041	4,471	22,243,902	0.035	0.006	11.559	45.599998	28,446,538	6,560
AAME	2011-06-24	-0.075	-0.105	4,471	22,251,308	0.035	0.11	8.766	42.5	28,524,846	4,740
AAME	2011-07-01	-0.012	0.064	4,137	22,243,902	0.032	0.044	7.819	45.599998	28,603,154	5,000
AAME	2011-07-08	-0.046	-0.034	4,137	22,243,902	0.032	0.078	11.334	45.599998	28,681,462	3,800
AAME	2011-07-15	0.027	0.073	4,801	22,243,902	0.034	0.008	10.175	45.599998	28,759,770	4,500
AAME	2011-07-22	-0.042	-0.069	4,801	22,254,904	0.035	0.077	12.26	45.400002	28,838,076	4,760
AAME	2011-07-29	-0.003	0.04	4,801	22,238,806	0.035	0.038	7.912	44.700001	28,916,384	4,780
AAME	2011-08-05	-0.059	-0.056	3,707	22,227,982	0.029	0.088	6.654	42.900002	28,994,692	4,880
AAME	2011-08-12	-0.064	-0.005	3,707	22,234,044	0.029	0.093	9.307	41.799999	29,073,000	9,140
AAME	2011-08-19	-0.028	0.036	5,662	22,209,946	0.044	0.071	4.013	40.200001	29,196,358	3,640
AAME	2011-08-26	-0.045	-0.017	5,662	22,211,056	0.044	0.088	5.412	44.200001	29,319,714	2,040
AAME	2011-09-02	-0.012	0.032	4,853	22,235,292	0.037	0.049	9.164	37.799999	29,443,072	2,520
AAME	2011-09-09	-0.071	-0.059	4,853	22,227,724	0.037	0.108	3.879	44.900002	29,566,428	3,950
AAME	2011-09-16	-0.023	0.048	4,697	22,205,128	0.036	0.059	5.554	43.299999	29,689,786	3,380
AAME	2011-09-23	-0.057	-0.034	4,697	22,216,216	0.036	0.093	9.011	41.099998	29,813,142	2,880
AAME	2011-09-30	0.007	0.064	5,023	22,210,528	0.038	0.031	5.018	42.200001	29,936,500	2,400
AAME	2011-10-07	-0.036	-0.043	5,023	22,246,574	0.038	0.074	3.393	40.599998	30,059,858	7,320
AAME	2011-10-14	0.003	0.039	5,023	22,216,216	0.038	0.035	7.227	41.099998	30,183,214	2,840
AAME	2011-10-21	-0.13	-0.133	4,155	22,234,044	0.034	0.164	6.439	41.799999	30,306,572	3,960
AAME	2011-10-28	-0.06	0.069	4,155	22,216,216	0.035	0.095	5.533	41.099998	30,429,928	4,020
AAME	2011-11-04	-0.04	0.021	4,147	22,234,636	0.033	0.073	7.727	39.799999	30,553,286	2,400
AAME	2011-11-11	-0.037	0.003	4,147	22,222,224	0.033	0.07	4.042	40	30,676,642	4,520
AAME	2011-11-18	0.027	0.064	4,112	22,393,616	0.034	0.007	8.226	42.099998	30,799,998	11,340
AAME	2011-11-25	-0.124	-0.151	4,112	22,412,060	0.034	0.158	480.697998	44.599998	30,779,158	2,750
AAME	2011-12-02	-0.019	0.105	3,760	22,424,244	0.03	0.049	8.877	44.400002	30,758,316	7,240
AAME	2011-12-09	-0.08	-0.061	3,760	22,412,060	0.03	0.109	29.075001	44.599998	30,737,474	5,000
AAME	2011-12-16	-0.021	0.059	4,207	22,424,244	0.032	0.054	22.785	44.400002	30,716,632	5,620
AAME	2011-12-23	-0.054	-0.032	4,207	22,397,632	0.032	0.085	6.063	45.400002	30,695,790	3,500
AAME	2011-12-30	0.013	0.067	4,438	22,385,786	0.037	0.024	12.316	44.099998	30,674,948	7,025
AAME	2012-01-06	-0.03	-0.043	4,438	22,424,244	0.037	0.067	8.165	44.400002	30,654,106	1,500
AAME	2012-01-13	-0.072	-0.042	4,438	22,385,786	0.037	0.109	4.991	44.099998	30,633,264	3,240
AAME	2012-01-20	-0.008	0.064	3,755	22,412,060	0.03	0.038	4.459	44.599998	30,612,422	1,625
AAME	2012-01-27	-0.045	-0.038	3,755	22,390,246	0.03	0.076	4.33	45.900002	30,591,578	2,520
AAME	2012-02-03	0.02	0.066	4,990	22,390,246	0.038	0.018	6.977	45.900002	30,570,736	6,620
AAME	2012-02-10	-0.093	-0.113	4,990	22,390,246	0.039	0.132	2.539	45.900002	30,549,894	1,820
AAME	2012-02-17	-0.004	0.089	4,091	22,401,746	0.032	0.035	7.067	51.299999	30,529,052	17,680
AAME	2012-02-24	-0.055	-0.051	4,091	22,409,090	0.032	0.087	14.834	49.299999	30,508,210	13,600
AAME	2012-03-02	-0.049	0.006	4,263	22,407,408	0.03	0.079	53.289001	60.5	30,487,368	31,160
AAME	2012-03-09	-0.109	-0.061	4,263	22,406,066	0.03	0.139	7.533	65	30,466,526	15,620
AAME	2012-03-16	-0.054	0.056	4,706	22,390,572	0.035	0.088	6.393	66.5	30,445,684	9,920
AAME	2012-03-23	-0.082	-0.029	4,706	22,392,858	0.035	0.117	4.307	62.700001	30,424,842	2,800
AAME	2012-03-30	-0.008	0.074	9,890	21,284,722	0.075	0.084	4.371	61.299999	30,404,000	9,200
AAME	2012-04-06	-0.012	-0.004	9,890	21,284,722	0.076	0.087	2.245	61.299999	31,095,166	1,650
AAME	2012-04-13	0.013	0.025	9,890	21,267,122	0.076	0.063	5.148	62.099998	31,786,334	5,540
AAME	2012-04-20	-0.053	-0.066	3,879	21,288,136	0.031	0.084	5.079	62.799999	32,477,500	3,860
AAME	2012-04-27	-0.051	0.003	3,879	21,280,276	0.031	0.082	9.242	61.5	33,168,666	3,100
AAME	2012-05-04	-0.016	0.034	4,032	21,280,276	0.03	0.046	15.793	61.5	33,859,832	2,660
AAME	2012-05-11	-0.05	-0.034	4,032	21,289,200	0.03	0.08	4.477	61.099998	34,551,000	1,540
AAME	2012-05-18	-0.034	0.016	3,766	21,272,728	0.026	0.061	4.275	58.5	34,581,924	4,700
AAME	2012-05-25	-0.037	-0.003	3,766	21,259,260	0.027	0.064	21.322001	57.400002	34,612,848	12,220
AAME	2012-06-01	-0.026	0.011	3,841	21,258,994	0.027	0.053	5.976	59.099998	34,643,768	2,675
AAME	2012-06-08	-0.077	-0.051	3,841	21,277,372	0.028	0.105	8.896	58.299999	34,674,692	6,640
AAME	2012-06-15	-0.024	0.053	3,881	21,286,764	0.029	0.053	10.55	57.900002	34,705,616	4,060
AAME	2012-06-22	-0.055	-0.031	3,881	21,291,514	0.029	0.084	10.004	57.700001	34,736,540	6,400
AAME	2012-06-29	-0.053	0.002	3,881	21,272,728	0.029	0.082	7.814	58.5	34,767,460	3,080
AAME	2012-07-06	-0.072	-0.019	4,296	21,257,814	0.03	0.101	15.765	57.799999	34,798,384	4,525
AAME	2012-07-13	-0.027	0.044	4,296	21,272,728	0.03	0.057	12.066	58.5	34,829,308	2,520

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