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	2007-06-29	-0.074	0.008	3,875	21,580,244	0.064	0.138	13.524	87.400002	39,268,924	9,320
AAME	2007-07-06	-0.049	0.025	2,697	21,588,026	0.048	0.097	14.375	85.099998	39,164,076	3,325
AAME	2007-07-13	-0.076	-0.027	2,697	21,592,042	0.048	0.124	12.941	86.800003	39,059,232	20,560
AAME	2007-07-20	-0.065	0.011	2,697	21,583,114	0.048	0.113	9.797	81.800003	38,954,384	9,140
AAME	2007-07-27	-0.084	-0.019	2,697	21,575,756	0.048	0.132	26.624001	71.199997	38,849,540	14,720
AAME	2007-08-03	0.019	0.102	10,975	21,572,326	0.113	0.094	3.696	68.599998	38,744,692	6,440
AAME	2007-08-10	-0.001	-0.02	10,975	21,573,772	0.113	0.113	2.171	65.800003	38,639,848	12,300
AAME	2007-08-17	-0.015	-0.014	10,975	21,640,378	0.113	0.128	3.887	68.599998	38,535,000	4,580
AAME	2007-08-24	-0.029	-0.014	10,975	21,633,986	0.113	0.142	6.243	66.199997	38,722,460	9,540
AAME	2007-08-31	-0.042	-0.013	1,641	21,655,630	0.037	0.079	50.66	65.400002	38,909,924	7,820
AAME	2007-09-07	-0.068	-0.027	1,641	21,650,792	0.037	0.106	23.252001	68.199997	39,097,384	5,850
AAME	2007-09-14	-0.154	-0.085	1,641	21,643,288	0.037	0.191	8,543.989258	64.800003	39,284,848	4,620
AAME	2007-09-21	-0.065	0.089	1,641	21,652,638	0.037	0.102	16.801001	56.599998	39,472,308	3,880
AAME	2007-09-28	-0.069	-0.004	1,641	21,629,630	0.037	0.106	43.095001	58.400002	39,659,768	6,760
AAME	2007-10-05	-0.012	0.056	1,914	21,634,982	0.041	0.053	14.655	56.900002	39,847,232	7,960
AAME	2007-10-12	-0.053	-0.041	1,914	21,633,466	0.041	0.095	16.23	54.299999	40,034,692	5,360
AAME	2007-10-19	-0.031	0.022	4,292	21,632,652	0.07	0.1	7.99	53	40,222,152	7,980
AAME	2007-10-26	-0.047	-0.016	4,292	21,659,750	0.069	0.116	52.522999	52.200001	40,409,616	5,500
AAME	2007-11-02	0.007	0.054	4,456	21,659,194	0.072	0.065	8.954	48.299999	40,597,080	5,560
AAME	2007-11-09	-0.048	-0.055	4,456	21,659,388	0.071	0.119	4.509	49.599998	40,784,540	6,480
AAME	2007-11-16	-0.05	-0.002	2,812	21,704,036	0.054	0.104	12.224	48.400002	40,972,000	11,400
AAME	2007-11-23	-0.026	0.024	2,812	21,686,046	0.054	0.08	17.476999	37.299999	39,101,752	10,825
AAME	2007-11-30	0.02	0.046	4,205	21,714,284	0.069	0.049	4.865	38	37,231,500	6,300
AAME	2007-12-07	-0.047	-0.067	4,205	21,715,976	0.069	0.117	19.488001	36.700001	35,361,248	15,760
AAME	2007-12-14	-0.034	0.013	4,205	21,730,770	0.069	0.104	8.491	33.900002	33,491,000	7,720
AAME	2007-12-21	-0.076	-0.042	1,484	21,726,620	0.036	0.112	34.869999	30.200001	31,620,750	17,940
AAME	2007-12-28	-0.061	0.014	1,484	21,736,108	0.036	0.097	30.959	31.299999	29,750,500	12,450
AAME	2008-01-04	-0.033	0.029	1,540	21,719,744	0.036	0.069	25.888	34.099998	27,880,250	39,675
AAME	2008-01-11	-0.071	-0.038	1,540	21,724,136	0.036	0.107	25.917	31.5	26,010,000	12,180
AAME	2008-01-18	-0.067	0.004	829	21,677,852	0.025	0.092	507.833008	32.299999	24,139,750	4,420
AAME	2008-01-25	-0.111	-0.044	829	21,677,420	0.025	0.136	44.869999	33.599998	22,269,500	4,475
AAME	2008-02-01	-0.023	0.088	1,047	21,676,648	0.027	0.051	26.573	36.200001	20,399,250	3,360
AAME	2008-02-08	-0.056	-0.033	1,047	21,728,396	0.027	0.083	62.698002	35.200001	18,529,000	3,960
AAME	2008-02-15	-0.065	-0.009	1,883	21,689,188	0.04	0.105	32.5	32.099998	16,658,750	7,400
AAME	2008-02-22	-0.026	0.04	1,883	21,710,528	0.039	0.065	22.916	33	14,788,500	51,500
AAME	2008-02-29	-0.006	0.02	1,883	21,677,420	0.039	0.045	13.455	33.599998	12,918,250	3,080
AAME	2008-03-07	-0.015	-0.009	6,532	21,689,188	0.081	0.096	5.197	32.099998	11,047,999	4,360
AAME	2008-03-14	-0.012	0.003	6,532	21,721,854	0.081	0.093	5.055	32.799999	9,177,750	5,080
AAME	2008-03-21	-0.015	-0.003	3,541	21,702,130	0.06	0.075	12.44	30.6	7,307,500	1,225
AAME	2008-03-28	0.051	0.067	3,541	21,736,108	0.06	0.008	13.954	31.299999	5,437,250	3,580
AAME	2008-04-04	-0	-0.051	4,732	21,811,226	0.076	0.076	5.505	34.200001	3,567,000	5,640
AAME	2008-04-11	-0.006	-0.006	4,732	21,870,970	0.076	0.082	5.085	33.900002	7,289,666.5	2,460
AAME	2008-04-18	0.029	0.035	5,519	21,835,750	0.081	0.051	4.048	45.200001	11,012,333	6,960
AAME	2008-04-25	-0.017	-0.047	5,519	21,822,660	0.081	0.098	7.311	44.299999	14,735,000	3,640
AAME	2008-05-02	0.076	0.093	5,932	21,851,356	0.08	0.005	8.769	49.099998	18,457,666	14,280
AAME	2008-05-09	-0.018	-0.094	5,932	21,863,636	0.081	0.099	4.197	48.099998	22,180,334	3,280
AAME	2008-05-16	-0.023	-0.005	6,829	21,894,738	0.085	0.108	5.64	41.599998	25,903,000	7,700
AAME	2008-05-23	-0.036	-0.013	6,829	21,883,118	0.085	0.121	2.449	33.700001	25,877,308	6,100
AAME	2008-05-30	0.007	0.043	5,207	21,888,114	0.076	0.069	5.217	31.299999	25,851,616	3,550
AAME	2008-06-06	-0.017	-0.024	5,207	21,901,410	0.076	0.093	6.297	31.1	25,825,924	5,360
AAME	2008-06-13	-0.013	0.004	5,207	21,862,068	0.076	0.088	4.377	31.700001	25,800,230	4,920
AAME	2008-06-20	-0.055	-0.042	2,273	21,916,168	0.045	0.1	11.092	36.599998	25,774,538	5,580
AAME	2008-06-27	-0.046	0.009	2,273	21,907,514	0.044	0.091	22.863001	37.900002	25,748,846	3,380
AAME	2008-07-04	0.052	0.098	5,930	21,878,788	0.078	0.027	4.938	36.099998	25,723,154	5,800
AAME	2008-07-11	-0.057	-0.108	5,930	21,878,788	0.078	0.135	3.981	36.099998	25,697,462	4,160
AAME	2008-07-18	-0.002	0.055	5,424	21,870,970	0.076	0.078	5.541	33.900002	25,671,770	3,440
AAME	2008-07-25	-0.006	-0.004	5,424	21,891,894	0.076	0.082	5.655	32.400002	25,646,076	7,800
AAME	2008-08-01	0.042	0.048	5,425	21,866,666	0.08	0.038	3.664	32.799999	25,620,384	1,920
AAME	2008-08-08	-0.01	-0.052	5,425	21,914,894	0.08	0.09	5.438	30.9	25,594,692	1,960
AAME	2008-08-15	-0.045	-0.035	2,323	21,888,114	0.048	0.092	13.551	31.299999	25,569,000	2,380
AAME	2008-08-22	-0.026	0.019	2,323	21,896,316	0.048	0.073	14.357	32.099998	25,572,616	480
AAME	2008-08-29	0.037	0.062	2,323	21,907,894	0.048	0.011	11.331	33.299999	25,576,230	2,380
AAME	2008-09-05	-0.065	-0.102	1,294	21,935,484	0.031	0.096	14.863	34	25,579,846	825
AAME	2008-09-12	-0.047	0.018	1,294	21,895,426	0.031	0.079	15.035	33.5	25,583,462	1,080
AAME	2008-09-19	-0.087	-0.04	420	21,925,926	0.015	0.102	69.037003	29.6	25,587,076	6,920
AAME	2008-09-26	-0.049	0.038	420	21,916,666	0.015	0.064	40.869999	26.299999	25,590,692	6,020
AAME	2008-10-03	-0.015	0.034	1,633	21,940,298	0.038	0.053	17.280001	29.4	25,594,308	2,840
AAME	2008-10-10	-0.049	-0.034	1,633	21,904,762	0.038	0.087	19.681999	23	25,597,924	5,780
AAME	2008-10-17	0.075	0.123	11,544	21,869,158	0.124	0.049	4.198	23.4	25,601,538	2,940
AAME	2008-10-24	0.063	-0.012	11,544	21,894,738	0.123	0.061	2.05	20.799999	25,605,154	7,120
AAME	2008-10-31	0.039	-0.024	9,825	21,909,090	0.118	0.08	5.206	24.1	25,608,770	1,320
AAME	2008-11-07	0.064	0.026	9,825	21,904,762	0.118	0.054	3.348	23	25,612,384	12,260
AAME	2008-11-14	0.083	0.019	9,825	21,971,832	0.117	0.034	3.711	15.6	25,615,998	7,400
AAME	2008-11-21	0.004	-0.08	9,720	21,916,666	0.122	0.118	1.837	26.299999	25,467,348	2,620
AAME	2008-11-28	0.074	0.07	9,720	21,935,484	0.122	0.048	3.296	13.6	25,318,700	3,700
AAME	2008-12-05	0.033	-0.041	9,667	21,909,090	0.124	0.091	2.987	24.1	25,170,050	4,100
AAME	2008-12-12	0.031	-0.002	9,667	21,898,734	0.123	0.092	2.603	17.299999	25,021,400	2,500
AAME	2008-12-19	0.088	0.057	8,942	21,851,852	0.119	0.031	1.6	17.700001	24,872,750	3,640
AAME	2008-12-26	0.03	-0.058	8,942	21,891,894	0.118	0.088	2.808	16.200001	24,724,100	2,000
AAME	2009-01-02	-0.01	-0.04	3,600	21,898,734	0.085	0.095	12.724	17.299999	24,575,450	8,900
AAME	2009-01-09	0.002	0.012	3,600	21,882,352	0.085	0.083	15.729	18.6	24,426,800	3,760
AAME	2009-01-16	0.056	0.054	6,653	21,875,000	0.098	0.042	2.202	17.5	24,278,150	1,780
AAME	2009-01-23	-0.001	-0.057	6,653	21,866,666	0.098	0.099	6.543	16.4	24,129,500	1,250
AAME	2009-01-30	0.011	0.012	4,285	21,875,000	0.083	0.072	9.12	21	23,980,850	1,120
AAME	2009-02-06	0.019	0.008	4,285	21,875,000	0.083	0.064	7.039	21	23,832,200	480
AAME	2009-02-13	0.061	0.042	4,285	21,896,162	0.083	0.022	13.133	19.4	23,683,550	2,220
AAME	2009-02-20	0.048	-0.013	3,810	21,857,144	0.085	0.037	44.111	15.3	23,534,900	12,325
AAME	2009-02-27	0.011	-0.037	3,810	21,855,346	0.085	0.074	10.045	13.9	23,386,250	7,220
AAME	2009-03-06	0.053	0.042	4,720	21,960,784	0.093	0.04	11.009	11.2	23,237,600	7,440
AAME	2009-03-13	0.009	-0.043	4,720	21,851,850	0.092	0.083	4.229	11.8	23,088,950	2,600
AAME	2009-03-20	-0.021	-0.03	215	21,967,212	0.026	0.047	87.32	13.4	22,940,300	4,140
AAME	2009-03-27	-0.057	-0.036	215	21,842,106	0.026	0.083	106.133003	16.6	22,791,650	8,940
AAME	2009-04-03	-0.033	0.024	99	22,222,224	0.027	0.06	587.325989	10	22,643,000	10,060
AAME	2009-04-10	-0.066	-0.033	99	22,333,332	0.027	0.092	260.152008	13.4	23,137,836	3,400
AAME	2009-04-17	-0.083	-0.018	0	22,307,694	0.005	0.089	null	14.5	23,632,666	2,940
AAME	2009-04-24	-0.09	-0.007	0	22,253,522	0.005	0.095	null	15.8	24,127,500	3,820
AAME	2009-05-01	-0.089	0.001	0	22,295,084	0.005	0.094	null	13.6	24,622,334	1,260
AAME	2009-05-08	-0.092	-0.003	0	22,361,808	0.005	0.097	null	17.799999	25,117,166	1,900
AAME	2009-05-15	-0.092	-0	1	22,352,942	0.009	0.102	119,174	15.2	25,612,000	1,520
AAME	2009-05-22	-0.022	0.071	1	22,368,422	0.009	0.031	18,089.623047	17	25,619,308	4,700

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