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
AAPL	2009-08-07	-0.01	-0.068	19,893,312	25,082,863,616	0.162	0.171	80.720001	148,264.796875	8,556,000,256	388,441,408
AAPL	2009-08-14	0.014	0.024	19,893,312	25,082,877,952	0.162	0.148	86.646004	149,418.703125	8,665,499,648	369,300,800
AAPL	2009-08-21	0.015	0.001	17,159,504	25,082,871,808	0.155	0.14	79.473	151,575.796875	8,775,000,064	425,382,016
AAPL	2009-08-28	0.038	0.023	17,159,504	25,082,875,904	0.156	0.118	148.473999	152,328.296875	8,884,500,480	387,633,408
AAPL	2009-09-04	-0.014	-0.052	16,322,118	25,082,869,760	0.149	0.163	61.525002	152,554	8,993,999,872	362,639,808
AAPL	2009-09-11	0.03	0.044	16,322,118	25,082,873,856	0.149	0.119	129.052002	154,234.59375	9,103,500,288	491,557,504
AAPL	2009-09-18	-0.018	-0.049	14,550,373	25,082,869,760	0.142	0.161	151.983002	165,747.59375	9,212,999,680	582,931,968
AAPL	2009-09-25	-0.021	-0.002	14,550,373	25,082,865,664	0.142	0.162	98.093002	163,364.703125	9,322,500,096	476,830,592
AAPL	2009-10-02	-0.001	0.019	15,991,228	25,082,873,856	0.145	0.146	138.731995	165,647.296875	9,432,000,512	460,087,200
AAPL	2009-10-09	0.033	0.034	15,991,228	25,082,875,904	0.145	0.113	77.699997	170,638.796875	9,541,499,904	445,073,984
AAPL	2009-10-16	0.01	-0.023	15,992,142	25,082,861,568	0.147	0.137	118.112999	168,456.5	9,651,000,320	363,307,808
AAPL	2009-10-23	-0.025	-0.035	15,992,142	25,082,865,664	0.147	0.172	153.005997	182,703.59375	9,760,499,712	897,835,200
AAPL	2009-10-30	-0.027	-0.001	15,838,874	25,218,998,272	0.143	0.169	194.817993	169,774.296875	9,870,000,128	669,414,400
AAPL	2009-11-06	-0.056	-0.029	15,838,874	25,219,002,368	0.143	0.199	82.857002	175,045.09375	10,317,154,304	473,790,784
AAPL	2009-11-13	-0.035	0.021	15,838,874	25,218,994,176	0.144	0.179	135.722	184,149.09375	10,764,307,456	416,178,592
AAPL	2009-11-20	0.021	0.056	15,171,206	25,218,990,080	0.141	0.12	237.744995	180,063.59375	11,211,461,632	441,006,592
AAPL	2009-11-27	0.001	-0.02	15,171,206	25,218,998,272	0.141	0.14	71.799004	180,668.90625	11,658,615,808	343,761,504
AAPL	2009-12-04	-0.063	-0.064	15,750,659	25,219,004,416	0.143	0.207	101.142998	174,112	12,105,768,960	576,297,216
AAPL	2009-12-11	-0.025	0.038	15,750,659	25,219,002,368	0.143	0.168	102.633003	175,322.5	12,552,923,136	601,876,992
AAPL	2009-12-18	0.032	0.058	13,539,121	25,218,994,176	0.138	0.106	153.442001	176,028.59375	13,000,077,312	453,168,800
AAPL	2009-12-25	0.011	-0.022	13,539,121	25,218,992,128	0.138	0.128	91.203003	188,284.984375	13,447,230,464	451,959,264
AAPL	2010-01-01	-0.015	-0.026	11,625,586	25,219,002,368	0.126	0.141	214.414993	189,798.203125	13,894,384,640	463,566,752
AAPL	2010-01-08	-0.05	-0.035	11,625,586	25,218,994,176	0.126	0.176	186.895004	190,932.984375	14,341,538,816	514,507,392
AAPL	2010-01-15	-0.041	0.009	15,580,702	25,218,994,176	0.139	0.18	75.834999	185,485.703125	14,788,691,968	537,908,800
AAPL	2010-01-22	-0.074	-0.033	15,580,702	25,222,572,032	0.139	0.213	117.294998	178,121.796875	15,235,846,144	708,020,736
AAPL	2010-01-29	-0.076	-0.002	15,580,702	25,390,245,888	0.139	0.215	170.057007	174,151.703125	15,683,000,320	1,414,966,400
AAPL	2010-02-05	-0.05	0.027	14,123,508	25,390,243,840	0.13	0.18	125.162003	177,249.296875	15,500,999,680	734,300,992
AAPL	2010-02-12	-0.066	-0.017	14,123,508	25,390,247,936	0.13	0.196	127.438004	181,718	15,319,000,064	537,467,008
AAPL	2010-02-19	-0.033	0.033	15,628,790	25,390,252,032	0.134	0.167	94.319	182,860.59375	15,137,000,448	454,607,488
AAPL	2010-02-26	-0.068	-0.035	15,628,790	25,390,243,840	0.134	0.202	163.070999	185,551.90625	14,954,999,808	519,762,400
AAPL	2010-03-05	-0.037	0.031	20,378,960	25,390,241,792	0.13	0.167	81.223999	198,551.703125	14,773,000,192	550,870,784
AAPL	2010-03-12	-0.054	-0.017	20,378,960	25,390,249,984	0.13	0.184	112.211998	205,483.296875	14,590,999,552	553,678,208
AAPL	2010-03-19	-0.052	0.002	17,293,408	25,390,247,936	0.119	0.171	89.57	201,547.796875	14,408,999,936	458,584,800
AAPL	2010-03-26	-0.074	-0.022	17,293,408	25,390,247,936	0.12	0.194	119.764	209,368	14,227,000,320	567,958,016
AAPL	2010-04-02	-0.058	0.016	15,595,583	25,390,245,888	0.11	0.169	137.119003	213,988.984375	14,044,999,680	525,464,736
AAPL	2010-04-09	-0.078	-0.02	15,595,583	25,390,247,936	0.11	0.188	116.912003	219,244.796875	13,863,000,064	533,439,808
AAPL	2010-04-16	-0.1	-0.022	10,101,694	25,390,243,840	0.078	0.178	160.272995	224,348.203125	13,681,000,448	434,128,800
AAPL	2010-04-23	-0.139	-0.038	10,101,694	25,478,279,168	0.077	0.216	230.962006	246,425.90625	13,498,999,808	775,604,416
AAPL	2010-04-30	-0.15	-0.012	11,542,835	25,478,275,072	0.084	0.234	132.335999	237,584.90625	13,668,307,968	609,624,000
AAPL	2010-05-07	-0.196	-0.046	11,542,835	25,478,277,120	0.084	0.28	210.362	214,628.984375	13,837,615,104	1,004,628,800
AAPL	2010-05-14	-0.154	0.042	11,542,835	25,478,279,168	0.085	0.239	132.789993	230,960.59375	14,006,923,264	769,333,632
AAPL	2010-05-21	-0.192	-0.038	11,499,491	25,478,275,072	0.082	0.273	245.606995	220,488.984375	14,176,230,400	1,015,609,216
AAPL	2010-05-28	-0.184	0.008	11,499,491	25,478,277,120	0.082	0.266	277.891998	233,737.703125	14,345,538,560	826,959,232
AAPL	2010-06-04	-0.143	0.04	11,485,692	25,478,275,072	0.082	0.225	168.057999	232,922.40625	14,514,845,696	743,358,016
AAPL	2010-06-11	-0.2	-0.057	11,485,692	25,478,275,072	0.082	0.282	142.628006	230,680.296875	14,684,153,856	812,891,392
AAPL	2010-06-18	-0.143	0.057	11,940,413	25,478,279,168	0.084	0.227	150.429993	249,381.40625	14,853,462,016	725,837,824
AAPL	2010-06-25	-0.149	-0.006	11,940,413	25,478,279,168	0.084	0.233	139.481003	242,680.59375	15,022,769,152	705,285,632
AAPL	2010-07-02	-0.187	-0.038	13,163,290	25,478,273,024	0.096	0.283	97.512001	224,692.90625	15,192,077,312	834,896,768
AAPL	2010-07-09	-0.186	0.001	13,163,290	25,478,277,120	0.096	0.283	132.203003	236,234.59375	15,361,384,448	610,314,496
AAPL	2010-07-16	-0.173	0.013	12,724,415	25,478,273,024	0.086	0.259	165.126007	227,393.59375	15,530,692,608	886,114,816
AAPL	2010-07-23	-0.209	-0.036	12,724,415	25,579,759,616	0.085	0.295	253.949997	237,482.5	15,699,999,744	892,761,600
AAPL	2010-07-30	-0.147	0.063	13,200,316	25,579,755,520	0.092	0.239	149.207001	235,026.796875	16,031,642,624	523,465,216
AAPL	2010-08-06	-0.145	0.002	13,200,316	25,579,763,712	0.092	0.237	115.435997	237,610.40625	16,363,285,504	400,016,000
AAPL	2010-08-13	-0.141	0.004	13,200,316	25,579,765,760	0.092	0.233	153.957001	227,557.59375	16,694,928,384	452,978,208
AAPL	2010-08-20	-0.113	0.028	10,294,771	25,579,753,472	0.074	0.187	205.169998	228,069.09375	17,026,571,264	378,340,416
AAPL	2010-08-27	-0.169	-0.057	10,294,771	25,579,765,760	0.074	0.243	175.121994	220,727.796875	17,358,215,168	525,674,400
AAPL	2010-09-03	-0.133	0.037	10,067,981	25,579,755,520	0.07	0.202	179.587997	236,408.09375	17,689,858,048	487,466,208
AAPL	2010-09-10	-0.123	0.01	10,067,981	25,579,761,664	0.07	0.192	201.886993	240,654.40625	18,021,500,928	423,806,496
AAPL	2010-09-17	-0.107	0.015	11,309,711	25,579,755,520	0.082	0.19	139.475998	251,576.90625	18,353,143,808	502,575,808
AAPL	2010-09-24	-0.14	-0.033	11,309,711	25,579,759,616	0.082	0.223	236.332993	267,052.6875	18,684,786,688	669,529,408
AAPL	2010-10-01	-0.175	-0.035	12,325,495	25,579,761,664	0.086	0.262	199.524002	258,099.796875	19,016,429,568	621,811,200
AAPL	2010-10-08	-0.158	0.017	12,325,495	25,579,755,520	0.086	0.244	178.490005	268,638.59375	19,348,072,448	534,988,192
AAPL	2010-10-15	-0.133	0.026	11,752,027	25,579,759,616	0.085	0.217	196.847	287,542.09375	19,679,713,280	594,775,808
AAPL	2010-10-22	-0.155	-0.023	11,752,027	25,579,765,760	0.085	0.24	110.627998	280,891.40625	20,011,356,160	794,331,392
AAPL	2010-10-29	-0.131	0.024	11,752,027	25,684,604,928	0.085	0.215	221.654007	276,083.8125	20,342,999,040	433,191,392
AAPL	2010-11-05	-0.141	-0.01	11,611,149	25,684,600,832	0.08	0.22	166.005005	290,903.8125	20,876,167,168	473,981,632
AAPL	2010-11-12	-0.152	-0.011	11,611,149	25,684,600,832	0.08	0.232	155.587997	282,556.3125	21,409,333,248	441,332,000
AAPL	2010-11-19	-0.136	0.016	9,075,690	25,684,600,832	0.062	0.199	301.688995	281,374.8125	21,942,499,328	484,008,000
AAPL	2010-11-26	-0.163	-0.027	9,075,690	25,684,594,688	0.062	0.225	203.332001	288,951.6875	22,475,667,456	390,958,496
AAPL	2010-12-03	-0.157	0.006	9,057,942	25,684,598,784	0.06	0.218	170.626007	291,186.3125	23,008,833,536	442,864,800
AAPL	2010-12-10	-0.162	-0.005	9,057,942	25,684,600,832	0.06	0.222	176.615997	294,037.3125	23,541,999,616	343,706,816
AAPL	2010-12-17	-0.141	0.021	8,767,695	25,684,600,832	0.059	0.2	221.080994	294,088.6875	24,075,165,696	383,419,200
AAPL	2010-12-24	-0.205	-0.064	8,767,695	25,684,596,736	0.06	0.264	331.519012	296,836.90625	24,608,333,824	282,760,736
AAPL	2010-12-31	-0.16	0.045	8,165,471	25,684,598,784	0.056	0.216	426.542999	295,886.59375	25,141,499,904	187,976,192
AAPL	2011-01-07	-0.189	-0.029	8,165,471	25,684,596,736	0.055	0.244	281.882996	308,317.90625	25,674,665,984	324,419,808
AAPL	2011-01-14	-0.148	0.04	8,165,471	25,684,596,736	0.055	0.204	209.522003	319,670.5	26,207,834,112	360,175,648
AAPL	2011-01-21	-0.241	-0.092	6,777,774	25,795,780,608	0.046	0.287	234.537994	300,985.1875	26,741,000,192	1,133,950,208
AAPL	2011-01-28	-0.193	0.048	6,777,774	25,795,784,704	0.046	0.238	384.128998	309,652.59375	26,581,460,992	501,102,016
AAPL	2011-02-04	-0.195	-0.002	6,664,008	25,795,782,656	0.042	0.237	296.084015	319,222.8125	26,421,923,840	355,694,624
AAPL	2011-02-11	-0.178	0.018	6,664,008	25,795,786,752	0.042	0.22	200.559006	328,767.3125	26,262,384,640	528,986,208
AAPL	2011-02-18	-0.17	0.008	10,025,619	25,795,780,608	0.06	0.23	175.25	322,963.1875	26,102,845,440	484,477,792
AAPL	2011-02-25	-0.167	0.003	10,025,619	25,795,786,752	0.061	0.227	227.569	320,744.8125	25,943,308,288	606,082,496
AAPL	2011-03-04	-0.134	0.033	10,916,386	25,795,782,656	0.072	0.205	70.616997	331,656.40625	25,783,769,088	483,171,392
AAPL	2011-03-11	-0.151	-0.018	10,916,386	25,795,784,704	0.072	0.223	163.792999	324,278.8125	25,624,229,888	466,872,992
AAPL	2011-03-18	-0.153	-0.002	10,139,525	25,795,780,608	0.068	0.221	138.373993	304,648.1875	25,464,692,736	746,337,024
AAPL	2011-03-25	-0.159	-0.006	10,139,525	25,795,784,704	0.068	0.227	159.822998	323,866.09375	25,305,155,584	392,388,608
AAPL	2011-04-01	-0.119	0.04	11,391,189	25,795,782,656	0.082	0.201	209.205002	317,442.90625	25,145,616,384	336,868,608
AAPL	2011-04-08	-0.135	-0.015	11,391,189	25,795,788,800	0.082	0.216	154.746994	308,672.40625	24,986,077,184	419,267,392
AAPL	2011-04-15	-0.042	0.093	11,630,896	25,795,782,656	0.079	0.121	177.5	301,681.6875	24,826,537,984	385,242,592
AAPL	2011-04-22	-0.144	-0.102	11,630,896	25,893,126,144	0.079	0.223	159.242004	324,311.40625	24,667,000,832	620,938,240
AAPL	2011-04-29	-0.093	0.051	11,630,896	25,893,130,240	0.079	0.172	141.432999	323,793.59375	24,967,307,264	465,772,608
AAPL	2011-05-06	-0.128	-0.035	11,546,774	25,893,128,192	0.08	0.208	210.613998	320,582.8125	25,267,615,744	352,283,008
AAPL	2011-05-13	-0.148	-0.02	11,546,774	25,893,126,144	0.08	0.228	117.056999	314,886.3125	25,567,922,176	294,191,008
AAPL	2011-05-20	-0.098	0.051	13,349,219	25,893,124,096	0.091	0.189	146.791	309,992.5	25,868,230,656	367,204,608
AAPL	2011-05-27	-0.122	-0.024	13,349,219	25,893,126,144	0.091	0.213	137.520004	312,012.1875	26,168,539,136	285,182,208
AAPL	2011-06-03	-0.122	0	11,666,721	25,893,126,144	0.081	0.203	131.264999	317,605.09375	26,468,845,568	406,117,504
AAPL	2011-06-10	-0.116	0.007	11,666,721	25,893,126,144	0.081	0.197	242.164001	301,370.09375	26,769,154,048	406,898,816
AAPL	2011-06-17	-0.168	-0.052	10,872,042	25,893,128,192	0.073	0.241	249.322006	296,165.59375	27,069,462,528	437,769,792
AAPL	2011-06-24	-0.189	-0.021	10,872,042	25,893,128,192	0.073	0.262	139.391998	301,784.40625	27,369,768,960	504,835,392
AAPL	2011-07-01	-0.087	0.102	11,558,597	25,893,132,288	0.077	0.164	221.789993	317,423.90625	27,670,077,440	348,985,408

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