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
AAME	2011-04-29	-0.009	0.087	4,455	22,232,558	0.037	0.046	36.937	47.799999	28,326,428	4,040
AAME	2011-05-06	-0.071	-0.063	4,087	22,270,530	0.03	0.101	6.986	46.099998	28,190,714	6,440
AAME	2011-05-13	-0.132	-0.061	4,087	22,222,224	0.03	0.162	16.389	46	28,055,000	1,640
AAME	2011-05-20	-0.017	0.115	3,736	22,243,902	0.027	0.045	13.766	45.599998	28,133,308	780
AAME	2011-05-27	-0.091	-0.073	3,736	22,243,902	0.027	0.118	10.906	45.599998	28,211,616	3,180
AAME	2011-06-03	-0.062	0.029	4,012	22,254,904	0.031	0.092	13.003	45.400002	28,289,924	2,000
AAME	2011-06-10	-0.07	-0.008	4,012	22,254,904	0.031	0.101	12.096	45.400002	28,368,230	4,740
AAME	2011-06-17	0.019	0.088	4,471	22,243,902	0.035	0.016	6.693	45.599998	28,446,538	6,560
AAME	2011-06-24	-0.117	-0.136	4,471	22,251,308	0.034	0.152	4.205	42.5	28,524,846	4,740
AAME	2011-07-01	-0.06	0.057	4,137	22,243,902	0.032	0.092	6.168	45.599998	28,603,154	5,000
AAME	2011-07-08	-0.09	-0.03	4,137	22,243,902	0.032	0.122	11.507	45.599998	28,681,462	3,800
AAME	2011-07-15	-0.037	0.053	4,801	22,243,902	0.034	0.071	15.504	45.599998	28,759,770	4,500
AAME	2011-07-22	-0.076	-0.039	4,801	22,254,904	0.034	0.111	6.492	45.400002	28,838,076	4,760
AAME	2011-07-29	0.011	0.087	4,801	22,238,806	0.034	0.024	22.292	44.700001	28,916,384	4,780
AAME	2011-08-05	-0.085	-0.095	3,707	22,227,982	0.029	0.113	18.042	42.900002	28,994,692	4,880
AAME	2011-08-12	-0.101	-0.016	3,707	22,234,044	0.029	0.129	80.628998	41.799999	29,073,000	9,140
AAME	2011-08-19	-0.046	0.054	5,662	22,209,946	0.043	0.09	12.874	40.200001	29,196,358	3,640
AAME	2011-08-26	-0.049	-0.002	5,662	22,211,056	0.043	0.092	10.013	44.200001	29,319,714	2,040
AAME	2011-09-02	-0.007	0.041	4,853	22,235,292	0.036	0.043	13.182	37.799999	29,443,072	2,520
AAME	2011-09-09	-0.077	-0.069	4,853	22,227,724	0.036	0.113	8.192	44.900002	29,566,428	3,950
AAME	2011-09-16	-0.009	0.068	4,697	22,205,128	0.036	0.045	4.874	43.299999	29,689,786	3,380
AAME	2011-09-23	-0.074	-0.065	4,697	22,216,216	0.036	0.11	7.286	41.099998	29,813,142	2,880
AAME	2011-09-30	-0.031	0.043	5,023	22,210,528	0.038	0.068	8.088	42.200001	29,936,500	2,400
AAME	2011-10-07	-0.074	-0.044	5,023	22,246,574	0.038	0.112	6.403	40.599998	30,059,858	7,320
AAME	2011-10-14	0.01	0.085	5,023	22,216,216	0.038	0.028	6.716	41.099998	30,183,214	2,840
AAME	2011-10-21	-0.129	-0.139	4,155	22,234,044	0.034	0.163	5.856	41.799999	30,306,572	3,960
AAME	2011-10-28	-0.03	0.099	4,155	22,216,216	0.034	0.065	3.925	41.099998	30,429,928	4,020
AAME	2011-11-04	-0.043	-0.012	4,147	22,234,636	0.033	0.076	4.921	39.799999	30,553,286	2,400
AAME	2011-11-11	-0.026	0.016	4,147	22,222,224	0.033	0.059	8.627	40	30,676,642	4,520
AAME	2011-11-18	0.024	0.051	4,112	22,393,616	0.034	0.009	8.807	42.099998	30,799,998	11,340
AAME	2011-11-25	-0.054	-0.078	4,112	22,412,060	0.034	0.088	5.824	44.599998	30,779,158	2,750
AAME	2011-12-02	-0.011	0.043	3,760	22,424,244	0.029	0.04	9.608	44.400002	30,758,316	7,240
AAME	2011-12-09	-0.062	-0.051	3,760	22,412,060	0.029	0.091	42.682999	44.599998	30,737,474	5,000
AAME	2011-12-16	0.011	0.073	4,207	22,424,244	0.032	0.021	41.426998	44.400002	30,716,632	5,620
AAME	2011-12-23	-0.038	-0.049	4,207	22,397,632	0.032	0.069	5.811	45.400002	30,695,790	3,500
AAME	2011-12-30	0.021	0.058	4,438	22,385,786	0.037	0.016	6.9	44.099998	30,674,948	7,025
AAME	2012-01-06	-0.092	-0.113	4,438	22,424,244	0.036	0.128	40.035999	44.400002	30,654,106	1,500
AAME	2012-01-13	-0.078	0.014	4,438	22,385,786	0.037	0.114	6.415	44.099998	30,633,264	3,240
AAME	2012-01-20	-0.052	0.026	3,755	22,412,060	0.03	0.082	9.203	44.599998	30,612,422	1,625
AAME	2012-01-27	-0.081	-0.029	3,755	22,390,246	0.03	0.111	9.229	45.900002	30,591,578	2,520
AAME	2012-02-03	0.056	0.137	4,990	22,390,246	0.038	-0.018	8.416	45.900002	30,570,736	6,620
AAME	2012-02-10	-0.122	-0.178	4,990	22,390,246	0.038	0.16	10.875	45.900002	30,549,894	1,820
AAME	2012-02-17	-0.072	0.05	4,091	22,401,746	0.032	0.104	10.458	51.299999	30,529,052	17,680
AAME	2012-02-24	-0.106	-0.034	4,091	22,409,090	0.032	0.138	13.855	49.299999	30,508,210	13,600
AAME	2012-03-02	-0.015	0.091	4,263	22,407,408	0.03	0.045	11.343	60.5	30,487,368	31,160
AAME	2012-03-09	-0.139	-0.124	4,263	22,406,066	0.03	0.168	6.794	65	30,466,526	15,620
AAME	2012-03-16	-0.082	0.057	4,706	22,390,572	0.034	0.116	8.691	66.5	30,445,684	9,920
AAME	2012-03-23	-0.111	-0.029	4,706	22,392,858	0.034	0.145	5.111	62.700001	30,424,842	2,800
AAME	2012-03-30	0.013	0.124	9,890	21,284,722	0.075	0.062	3.174	61.299999	30,404,000	9,200
AAME	2012-04-06	-0.053	-0.066	9,890	21,284,722	0.075	0.128	2.206	61.299999	31,095,166	1,650
AAME	2012-04-13	0.005	0.058	9,890	21,267,122	0.076	0.071	4.371	62.099998	31,786,334	5,540
AAME	2012-04-20	-0.102	-0.106	3,879	21,288,136	0.031	0.133	21.785	62.799999	32,477,500	3,860
AAME	2012-04-27	-0.104	-0.003	3,879	21,280,276	0.031	0.135	21.893999	61.5	33,168,666	3,100
AAME	2012-05-04	-0.005	0.099	4,032	21,280,276	0.029	0.035	6.519	61.5	33,859,832	2,660
AAME	2012-05-11	-0.13	-0.124	4,032	21,289,200	0.03	0.159	59.23	61.099998	34,551,000	1,540
AAME	2012-05-18	0.006	0.136	3,766	21,272,728	0.026	0.02	4.913	58.5	34,581,924	4,700
AAME	2012-05-25	-0.184	-0.19	3,766	21,259,260	0.026	0.211	3.245	57.400002	34,612,848	12,220
AAME	2012-06-01	-0.058	0.127	3,841	21,258,994	0.027	0.085	5.647	59.099998	34,643,768	2,675
AAME	2012-06-08	-0.112	-0.054	3,841	21,277,372	0.027	0.139	5.971	58.299999	34,674,692	6,640
AAME	2012-06-15	-0.065	0.047	3,881	21,286,764	0.029	0.094	19.614	57.900002	34,705,616	4,060
AAME	2012-06-22	-0.092	-0.026	3,881	21,291,514	0.029	0.12	6.648	57.700001	34,736,540	6,400
AAME	2012-06-29	-0.053	0.039	3,881	21,272,728	0.029	0.082	10.957	58.5	34,767,460	3,080
AAME	2012-07-06	-0.097	-0.044	4,296	21,257,814	0.029	0.126	22.43	57.799999	34,798,384	4,525
AAME	2012-07-13	-0.07	0.027	4,296	21,272,728	0.029	0.1	11.104	58.5	34,829,308	2,520
AAME	2012-07-20	-0.109	-0.039	4,603	21,285,714	0.031	0.14	20.511	59.599998	34,860,232	13,480
AAME	2012-07-27	-0.106	0.003	4,603	21,259,260	0.031	0.137	6.187	57.400002	34,891,152	2,380
AAME	2012-08-03	0.008	0.114	6,558	21,263,940	0.046	0.038	5.114	57.200001	34,922,076	1,820
AAME	2012-08-10	-0.148	-0.156	6,558	21,259,260	0.046	0.194	4.154	57.400002	34,953,000	3,120
AAME	2012-08-17	-0.027	0.122	5,005	21,254,754	0.036	0.062	9.605	55.900002	34,979,848	10,440
AAME	2012-08-24	-0.078	-0.052	5,005	21,263,940	0.036	0.114	9.711	57.200001	35,006,692	9,840
AAME	2012-08-31	-0.004	0.075	5,673	21,236,364	0.041	0.045	8.977	58.400002	35,033,540	5,180
AAME	2012-09-07	-0.116	-0.113	5,673	21,235,954	0.041	0.157	6.035	56.700001	35,060,384	9,075
AAME	2012-09-14	-0.075	0.041	5,673	21,240,876	0.041	0.116	3.45	58.200001	35,087,232	4,220
AAME	2012-09-21	-0.106	-0.031	5,534	21,245,282	0.041	0.147	6.315	56.299999	35,114,076	4,300
AAME	2012-09-28	-0.069	0.037	5,534	21,240,876	0.041	0.11	4.42	58.200001	35,140,924	6,980
AAME	2012-10-05	-0.097	-0.028	4,867	21,254,480	0.036	0.133	6.701	59.299999	35,167,768	8,200
AAME	2012-10-12	-0.106	-0.009	4,867	21,254,480	0.036	0.142	7.066	59.299999	35,194,616	13,580
AAME	2012-10-19	-0.034	0.072	6,088	21,236,364	0.041	0.075	9.756	58.400002	35,221,460	4,380
AAME	2012-10-26	-0.083	-0.049	6,088	21,258,502	0.041	0.125	2.499	62.5	35,248,308	1,480
AAME	2012-11-02	-0.075	0.009	1,570	21,262,798	0.022	0.097	18.368	62.299999	35,275,152	3,300
AAME	2012-11-09	-0.145	-0.07	1,570	21,103,446	0.023	0.167	266.964996	61.200001	35,302,000	2,600
AAME	2012-11-16	-0.038	0.106	1,522	21,124,362	0.024	0.063	22.993999	62	35,288,000	3,140
AAME	2012-11-23	-0.076	-0.037	1,522	21,126,280	0.024	0.1	11.583	61.900002	35,274,000	1,825
AAME	2012-11-30	-0.023	0.052	823	21,118,642	0.018	0.041	31.761	62.299999	35,260,000	780
AAME	2012-12-07	-0.058	-0.035	823	21,122,448	0.018	0.076	20.806	62.099998	35,246,000	2,080
AAME	2012-12-14	-0.024	0.034	823	21,122,448	0.018	0.042	24.865999	62.099998	35,231,996	1,280
AAME	2012-12-21	-0.014	0.011	1,737	21,122,808	0.028	0.042	30.620001	60.200001	35,218,000	2,680
AAME	2012-12-28	0.001	0.014	1,737	21,118,642	0.028	0.028	14.543	62.299999	35,204,000	2,950
AAME	2013-01-04	-0.025	-0.026	1,009	21,125,000	0.017	0.042	79.345001	67.599998	35,190,000	9,725
AAME	2013-01-11	-0.079	-0.053	1,009	21,107,692	0.017	0.096	42.832001	68.599998	35,176,000	3,920
AAME	2013-01-18	-0.026	0.053	1,080	21,097,560	0.019	0.045	31.950001	69.199997	35,162,000	3,200
AAME	2013-01-25	-0.111	-0.085	1,080	21,121,212	0.019	0.13	93.150002	69.699997	35,148,000	12,275
AAME	2013-02-01	-0.03	0.081	1,672	21,104,476	0.026	0.055	14.665	70.699997	35,134,000	4,540
AAME	2013-02-08	-0.074	-0.045	1,672	21,111,110	0.025	0.1	14.099	72.199997	35,120,000	3,680
AAME	2013-02-15	-0.054	0.02	2,171	21,107,692	0.028	0.082	13.844	68.599998	35,106,000	2,540
AAME	2013-02-22	-0.057	-0.003	2,171	21,107,692	0.028	0.085	14.422	68.599998	35,092,000	9,075
AAME	2013-03-01	-0.033	0.024	2,171	21,117,648	0.028	0.061	11.933	71.800003	35,078,000	7,900
AAME	2013-03-08	-0.07	-0.037	495	21,117,648	0.013	0.083	82.271004	71.800003	35,064,000	8,460
AAME	2013-03-15	-0.084	-0.014	318	21,097,924	0.01	0.093	1,320.53894	71.099998	35,050,000	7,020
AAME	2013-03-22	-0.164	-0.08	318	21,124,260	0.01	0.174	128.423004	71.400002	35,036,000	4,820

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