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	2012-07-20	-0.077	-0.05	4,603	21,285,714	0.031	0.108	29.346001	59.599998	34,860,232	13,480
AAME	2012-07-27	-0.051	0.026	4,603	21,259,260	0.031	0.082	3.415	57.400002	34,891,152	2,380
AAME	2012-08-03	-0.004	0.047	6,558	21,263,940	0.046	0.05	9.331	57.200001	34,922,076	1,820
AAME	2012-08-10	-0.093	-0.089	6,558	21,259,260	0.046	0.139	5.379	57.400002	34,953,000	3,120
AAME	2012-08-17	0.028	0.121	5,005	21,254,754	0.036	0.007	6.22	55.900002	34,979,848	10,440
AAME	2012-08-24	-0.063	-0.091	5,005	21,263,940	0.036	0.099	6.669	57.200001	35,006,692	9,840
AAME	2012-08-31	-0.04	0.023	5,673	21,236,364	0.041	0.081	8.804	58.400002	35,033,540	5,180
AAME	2012-09-07	-0.095	-0.055	5,673	21,235,954	0.041	0.136	5.602	56.700001	35,060,384	9,075
AAME	2012-09-14	-0.06	0.035	5,673	21,240,876	0.042	0.101	8.319	58.200001	35,087,232	4,220
AAME	2012-09-21	-0.075	-0.015	5,534	21,245,282	0.042	0.117	8.752	56.299999	35,114,076	4,300
AAME	2012-09-28	-0.038	0.037	5,534	21,240,876	0.041	0.079	5.831	58.200001	35,140,924	6,980
AAME	2012-10-05	-0.088	-0.05	4,867	21,254,480	0.036	0.125	5.678	59.299999	35,167,768	8,200
AAME	2012-10-12	-0.068	0.021	4,867	21,254,480	0.036	0.104	4.95	59.299999	35,194,616	13,580
AAME	2012-10-19	-0.065	0.003	6,088	21,236,364	0.042	0.107	4.001	58.400002	35,221,460	4,380
AAME	2012-10-26	-0.05	0.015	6,088	21,258,502	0.042	0.091	7.872	62.5	35,248,308	1,480
AAME	2012-11-02	-0.085	-0.036	1,570	21,262,798	0.023	0.108	13.464	62.299999	35,275,152	3,300
AAME	2012-11-09	-0.108	-0.022	1,570	21,103,446	0.023	0.13	113.136002	61.200001	35,302,000	2,600
AAME	2012-11-16	-0.054	0.054	1,522	21,124,362	0.025	0.079	39.629002	62	35,288,000	3,140
AAME	2012-11-23	-0.088	-0.034	1,522	21,126,280	0.025	0.113	27.993999	61.900002	35,274,000	1,825
AAME	2012-11-30	-0.036	0.052	823	21,118,642	0.018	0.055	21.149	62.299999	35,260,000	780
AAME	2012-12-07	-0.061	-0.025	823	21,122,448	0.018	0.079	43.641998	62.099998	35,246,000	2,080
AAME	2012-12-14	-0.034	0.027	823	21,122,448	0.018	0.053	26.412001	62.099998	35,231,996	1,280
AAME	2012-12-21	-0.04	-0.006	1,737	21,122,808	0.028	0.068	50.068001	60.200001	35,218,000	2,680
AAME	2012-12-28	-0.013	0.027	1,737	21,118,642	0.029	0.042	44.748001	62.299999	35,204,000	2,950
AAME	2013-01-04	-0.034	-0.021	1,009	21,125,000	0.017	0.052	26.743	67.599998	35,190,000	9,725
AAME	2013-01-11	-0.081	-0.047	1,009	21,107,692	0.017	0.098	24.700001	68.599998	35,176,000	3,920
AAME	2013-01-18	-0.025	0.056	1,080	21,097,560	0.02	0.045	26.042	69.199997	35,162,000	3,200
AAME	2013-01-25	-0.117	-0.092	1,080	21,121,212	0.02	0.137	21.389	69.699997	35,148,000	12,275
AAME	2013-02-01	-0.021	0.096	1,672	21,104,476	0.026	0.047	14.854	70.699997	35,134,000	4,540
AAME	2013-02-08	-0.068	-0.047	1,672	21,111,110	0.026	0.094	25.889999	72.199997	35,120,000	3,680
AAME	2013-02-15	-0.033	0.035	2,171	21,107,692	0.028	0.061	10.618	68.599998	35,106,000	2,540
AAME	2013-02-22	-0.086	-0.053	2,171	21,107,692	0.028	0.114	12.354	68.599998	35,092,000	9,075
AAME	2013-03-01	-0.062	0.024	2,171	21,117,648	0.028	0.09	19.947001	71.800003	35,078,000	7,900
AAME	2013-03-08	-0.084	-0.021	495	21,117,648	0.013	0.097	104.105003	71.800003	35,064,000	8,460
AAME	2013-03-15	-0.049	0.035	318	21,097,924	0.01	0.058	112.109001	71.099998	35,050,000	7,020
AAME	2013-03-22	-0.148	-0.1	318	21,124,260	0.01	0.158	164.716995	71.400002	35,036,000	4,820
AAME	2013-03-29	-0.044	0.105	318	21,141,142	0.01	0.053	340.451996	70.400002	35,022,000	5,250
AAME	2013-04-05	-0.138	-0.095	1,145	21,120,944	0.018	0.157	3.511	71.599998	35,254,572	4,020
AAME	2013-04-12	-0.024	0.114	5,376	21,127,596	0.055	0.079	9.631	71.199997	35,487,144	11,340
AAME	2013-04-19	0.006	0.03	5,376	21,147,058	0.055	0.049	6.655	71.900002	35,719,716	5,100
AAME	2013-04-26	-0.057	-0.063	5,376	21,146,134	0.055	0.112	4.882	73.800003	35,952,284	10,640
AAME	2013-05-03	-0.138	-0.08	4,458	21,126,760	0.046	0.184	3,150.676025	75	36,184,856	10,040
AAME	2013-05-10	-0.057	0.081	4,458	21,130,434	0.047	0.103	9.047	72.900002	36,417,428	16,280
AAME	2013-05-17	-0.08	-0.023	2,198	21,382,114	0.025	0.105	15.322	78.900002	36,650,000	18,040
AAME	2013-05-24	-0.147	-0.067	2,198	21,373,058	0.025	0.172	18.773001	82.5	37,265,232	24,420
AAME	2013-05-31	-0.112	0.035	519	21,370,558	0.011	0.124	65.164001	84.199997	37,880,460	11,900
AAME	2013-06-07	-0.087	0.025	519	21,370,558	0.011	0.098	67.719002	84.199997	38,495,692	4,480
AAME	2013-06-14	-0.077	0.01	519	21,388,748	0.011	0.088	96.744003	84.400002	39,110,924	4,560
AAME	2013-06-21	-0.093	-0.016	825	21,377,552	0.012	0.105	47.332001	83.800003	39,726,152	7,480
AAME	2013-06-28	-0.086	0.006	825	21,384,614	0.012	0.099	58.008999	83.400002	40,341,384	5,020
AAME	2013-07-05	-0.064	0.022	1,746	21,378,940	0.021	0.086	20.214001	80	40,956,616	4,100
AAME	2013-07-12	-0.053	0.011	1,746	21,379,310	0.021	0.075	10.636	80.599998	41,571,848	3,100
AAME	2013-07-19	-0.048	0.005	1,850	21,382,114	0.022	0.07	22.919001	78.900002	42,187,076	6,880
AAME	2013-07-26	-0.053	-0.005	1,850	21,372,030	0.022	0.075	15.895	81	42,802,308	5,020
AAME	2013-08-02	-0.044	0.009	1,354	21,369,508	0.017	0.06	54.483002	82.699997	43,417,540	3,500
AAME	2013-08-09	-0.076	-0.032	1,354	21,391,752	0.017	0.093	51.353001	83	44,032,772	1,560
AAME	2013-08-16	-0.04	0.036	151	21,308,900	0.006	0.046	180.093994	81.400002	44,648,000	6,680
AAME	2013-08-23	-0.093	-0.053	151	21,304,348	0.006	0.099	413.691986	83.300003	44,540,232	20,120
AAME	2013-08-30	-0.06	0.033	689	21,307,692	0.012	0.072	37.805	83.099998	44,432,460	6,960
AAME	2013-09-06	-0.11	-0.05	689	21,308,900	0.012	0.123	82.747002	81.400002	44,324,692	9,200
AAME	2013-09-13	-0.118	-0.008	689	21,319,408	0.012	0.13	48.632	83.699997	44,216,924	13,540
AAME	2013-09-20	-0.131	-0.013	4,126	21,311,880	0.041	0.172	9.276	86.099998	44,109,152	14,360
AAME	2013-09-27	-0.08	0.051	4,126	21,308,642	0.041	0.121	6.196	86.300003	44,001,384	10,180
AAME	2013-10-04	-0	0.08	11,672	21,315,136	0.084	0.084	2.811	85.900002	43,893,616	7,900
AAME	2013-10-11	-0.013	-0.012	11,672	21,315,136	0.084	0.097	4.238	85.900002	43,785,848	14,760
AAME	2013-10-18	0.014	0.026	14,037	21,311,880	0.091	0.078	17.732	86.099998	43,678,076	8,500
AAME	2013-10-25	0.009	-0.005	14,037	21,311,880	0.091	0.083	2.328	86.099998	43,570,308	3,820
AAME	2013-11-01	0.058	0.049	12,875	21,308,642	0.088	0.03	1.208	86.300003	43,462,540	3,740
AAME	2013-11-08	0.01	-0.048	12,875	21,318,408	0.088	0.078	5.356	85.699997	43,354,768	5,040
AAME	2013-11-15	0.035	0.025	12,209	21,191,066	0.081	0.047	3.006	85.400002	43,247,000	7,840
AAME	2013-11-22	-0.024	-0.059	12,209	21,212,872	0.081	0.105	3.229	85.699997	43,119,472	6,440
AAME	2013-11-29	0.045	0.069	12,209	21,199,998	0.081	0.036	1.732	84.800003	42,991,948	3,800
AAME	2013-12-06	0.012	-0.033	11,989	21,194,028	0.081	0.069	6.705	85.199997	42,864,420	3,780
AAME	2013-12-13	0.015	0.004	11,989	21,212,872	0.081	0.065	2.313	85.699997	42,736,892	9,380
AAME	2013-12-20	0.017	0.002	7,788	21,197,918	0.058	0.041	4.175	81.400002	42,609,368	26,100
AAME	2013-12-27	-0.032	-0.049	7,788	21,209,876	0.058	0.09	6.234	85.900002	42,481,844	13,650
AAME	2014-01-03	-0.004	0.028	6,652	21,203,932	0.054	0.058	5.656	86.300003	42,354,316	19,500
AAME	2014-01-10	-0.054	-0.05	6,652	21,194,028	0.054	0.108	8.225	85.199997	42,226,788	13,240
AAME	2014-01-17	0.011	0.065	10,988	21,194,028	0.075	0.064	4.242	85.199997	42,099,264	12,040
AAME	2014-01-24	-0.018	-0.029	10,988	21,199,998	0.075	0.093	1.796	84.800003	41,971,736	14,175
AAME	2014-01-31	0.052	0.07	17,052	21,209,066	0.1	0.048	1.16	84.199997	41,844,212	6,320
AAME	2014-02-07	0.029	-0.023	17,052	21,195,928	0.101	0.072	1.049	83.300003	41,716,684	6,920
AAME	2014-02-14	0.051	0.022	17,052	21,192,894	0.101	0.049	0.858	83.5	41,589,156	3,640
AAME	2014-02-21	0.014	-0.037	12,137	21,189,872	0.08	0.066	1.489	83.699997	41,461,632	12,550
AAME	2014-02-28	-0.011	-0.026	12,137	21,192,894	0.08	0.091	8.763	83.5	41,334,104	9,080
AAME	2014-03-07	0.056	0.067	12,975	21,198,978	0.083	0.027	2.46	83.099998	41,206,580	11,160
AAME	2014-03-14	0.034	-0.022	12,975	21,201,118	0.083	0.048	3.875	75.900002	41,079,052	11,700
AAME	2014-03-21	-0.026	-0.06	10,252	21,203,208	0.074	0.1	2.883	79.300003	40,951,528	6,480
AAME	2014-03-28	-0.009	0.016	10,252	21,071,332	0.075	0.084	2.459	77.099998	40,824,000	12,560
AAME	2014-04-04	-0.005	0.004	4,797	21,068,492	0.044	0.049	7.208	76.900002	40,872,000	12,680
AAME	2014-04-11	-0.007	-0.002	4,797	21,079,544	0.044	0.05	6.538	74.199997	40,920,000	14,980
AAME	2014-04-18	-0.035	-0.028	5,496	21,066,284	0.047	0.082	2.677	73.099998	40,968,000	5,575
AAME	2014-04-25	-0.071	-0.036	5,496	21,066,284	0.047	0.118	7.029	73.099998	41,016,000	19,540
AAME	2014-05-02	-0.009	0.062	6,685	21,063,220	0.051	0.06	4.007	73.300003	41,064,000	6,900
AAME	2014-05-09	-0.036	-0.027	6,685	21,057,142	0.051	0.087	2.017	73.699997	41,112,000	4,400
AAME	2014-05-16	-0.032	0.004	2,433	20,801,188	0.024	0.056	11.411	70.099998	41,160,000	5,600
AAME	2014-05-23	-0.075	-0.043	2,433	20,807,798	0.024	0.1	11.199	74.699997	41,192,768	6,480
AAME	2014-05-30	0.017	0.092	4,166	20,805,558	0.039	0.022	5.143	74.900002	41,225,540	7,350
AAME	2014-06-06	-0.016	-0.033	4,166	20,794,522	0.039	0.055	9.345	75.900002	41,258,308	14,560
AAME	2014-06-13	-0.068	-0.052	4,166	20,807,292	0.039	0.107	27.208	79.900002	41,291,076	8,380

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