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
AAPL	2009-04-17	0.007	0.011	20,269,456	24,935,503,872	0.173	0.166	112.081001	109,915.703125	8,317,153,792	469,536,384
AAPL	2009-04-24	0.013	0.006	20,269,456	24,979,073,024	0.173	0.16	79.366997	110,532.398438	8,162,999,808	672,368,000
AAPL	2009-05-01	0.029	0.016	20,556,448	24,979,070,976	0.173	0.144	115.488998	113,504.898438	8,176,384,512	458,132,800
AAPL	2009-05-08	-0.003	-0.032	20,556,448	24,979,085,312	0.172	0.175	125.945999	115,253.507813	8,189,769,216	496,178,400
AAPL	2009-05-15	-0.006	-0.003	17,831,760	24,979,070,976	0.162	0.168	72.939003	109,208.492188	8,203,153,920	485,101,184
AAPL	2009-05-22	-0.049	-0.043	17,831,760	24,979,085,312	0.162	0.211	76.195999	109,283.507813	8,216,538,624	385,158,400
AAPL	2009-05-29	0.031	0.08	17,831,760	24,979,073,024	0.162	0.131	132.626007	121,148.492188	8,229,923,328	556,859,008
AAPL	2009-06-05	0.013	-0.018	18,332,496	24,979,079,168	0.161	0.147	159.039001	129,066.898438	8,243,307,520	531,454,784
AAPL	2009-06-12	-0.007	-0.021	18,332,496	24,979,066,880	0.161	0.168	61.105	122,197.601563	8,256,692,224	677,030,016
AAPL	2009-06-19	0.049	0.056	17,466,242	24,979,079,168	0.161	0.113	71.911003	124,420.796875	8,270,076,928	555,100,992
AAPL	2009-06-26	0.003	-0.045	17,466,242	24,979,083,264	0.161	0.158	162.378006	127,068.601563	8,283,461,632	571,160,832
AAPL	2009-07-03	0.012	0.008	17,976,048	24,979,083,264	0.165	0.153	121.098999	124,920.398438	8,296,846,336	446,624,512
AAPL	2009-07-10	0.024	0.012	17,976,048	24,979,077,120	0.165	0.142	174.535995	123,571.507813	8,310,230,528	464,903,008
AAPL	2009-07-17	0.031	0.007	18,007,088	24,979,077,120	0.158	0.127	61.970001	135,386.59375	8,323,615,232	462,412,192
AAPL	2009-07-24	0.017	-0.015	18,007,088	25,082,865,664	0.158	0.141	112.846001	143,323.5	8,336,999,936	689,947,392
AAPL	2009-07-31	0.059	0.042	19,893,312	25,082,861,568	0.162	0.103	86.885002	146,358.5	8,446,499,840	414,233,216
AAPL	2009-08-07	0.031	-0.028	19,893,312	25,082,863,616	0.161	0.131	44.713001	148,264.796875	8,556,000,256	388,441,408
AAPL	2009-08-14	0.035	0.004	19,893,312	25,082,877,952	0.162	0.127	101.397003	149,418.703125	8,665,499,648	369,300,800
AAPL	2009-08-21	0.055	0.02	17,159,504	25,082,871,808	0.155	0.1	128.345993	151,575.796875	8,775,000,064	425,382,016
AAPL	2009-08-28	0.052	-0.003	17,159,504	25,082,875,904	0.155	0.103	121.176003	152,328.296875	8,884,500,480	387,633,408
AAPL	2009-09-04	0.04	-0.012	16,322,118	25,082,869,760	0.149	0.11	89.496002	152,554	8,993,999,872	362,639,808
AAPL	2009-09-11	0.058	0.019	16,322,118	25,082,873,856	0.149	0.09	139.608994	154,234.59375	9,103,500,288	491,557,504
AAPL	2009-09-18	0.009	-0.049	14,550,373	25,082,869,760	0.142	0.133	88.143997	165,747.59375	9,212,999,680	582,931,968
AAPL	2009-09-25	0.047	0.038	14,550,373	25,082,865,664	0.142	0.095	156.919006	163,364.703125	9,322,500,096	476,830,592
AAPL	2009-10-02	0.063	0.016	15,991,228	25,082,873,856	0.145	0.082	97.228996	165,647.296875	9,432,000,512	460,087,200
AAPL	2009-10-09	0.053	-0.01	15,991,228	25,082,875,904	0.145	0.092	132.503998	170,638.796875	9,541,499,904	445,073,984
AAPL	2009-10-16	0.039	-0.014	15,992,142	25,082,861,568	0.147	0.108	103.954002	168,456.5	9,651,000,320	363,307,808
AAPL	2009-10-23	0.029	-0.01	15,992,142	25,082,865,664	0.146	0.118	152.585999	182,703.59375	9,760,499,712	897,835,200
AAPL	2009-10-30	0.06	0.031	15,838,874	25,218,998,272	0.142	0.083	107.182999	169,774.296875	9,870,000,128	669,414,400
AAPL	2009-11-06	-0.002	-0.061	15,838,874	25,219,002,368	0.143	0.145	97.973	175,045.09375	10,317,154,304	473,790,784
AAPL	2009-11-13	0.001	0.002	15,838,874	25,218,994,176	0.144	0.144	69.609001	184,149.09375	10,764,307,456	416,178,592
AAPL	2009-11-20	0.051	0.05	15,171,206	25,218,990,080	0.141	0.09	99.703003	180,063.59375	11,211,461,632	441,006,592
AAPL	2009-11-27	0.023	-0.028	15,171,206	25,218,998,272	0.141	0.118	121.277	180,668.90625	11,658,615,808	343,761,504
AAPL	2009-12-04	0.03	0.007	15,750,659	25,219,004,416	0.143	0.113	131.862	174,112	12,105,768,960	576,297,216
AAPL	2009-12-11	0.044	0.013	15,750,659	25,219,002,368	0.143	0.099	75.681	175,322.5	12,552,923,136	601,876,992
AAPL	2009-12-18	0.042	-0.001	13,539,121	25,218,994,176	0.138	0.096	234.130005	176,028.59375	13,000,077,312	453,168,800
AAPL	2009-12-25	0.025	-0.017	13,539,121	25,218,992,128	0.138	0.113	131.242004	188,284.984375	13,447,230,464	451,959,264
AAPL	2010-01-01	-0.001	-0.026	11,625,586	25,219,002,368	0.126	0.127	219.666	189,798.203125	13,894,384,640	463,566,752
AAPL	2010-01-08	0.013	0.014	11,625,586	25,218,994,176	0.126	0.113	202.723999	190,932.984375	14,341,538,816	514,507,392
AAPL	2010-01-15	0.006	-0.006	15,580,702	25,218,994,176	0.139	0.133	105.113998	185,485.703125	14,788,691,968	537,908,800
AAPL	2010-01-22	-0.042	-0.049	15,580,702	25,222,572,032	0.139	0.181	171.923004	178,121.796875	15,235,846,144	708,020,736
AAPL	2010-01-29	-0.058	-0.016	15,580,702	25,390,245,888	0.139	0.197	132.498001	174,151.703125	15,683,000,320	1,414,966,400
AAPL	2010-02-05	0.002	0.06	14,123,508	25,390,243,840	0.13	0.128	110.786003	177,249.296875	15,500,999,680	734,300,992
AAPL	2010-02-12	-0.048	-0.05	14,123,508	25,390,247,936	0.13	0.178	102.463997	181,718	15,319,000,064	537,467,008
AAPL	2010-02-19	-0.014	0.033	15,628,790	25,390,252,032	0.134	0.148	87.790001	182,860.59375	15,137,000,448	454,607,488
AAPL	2010-02-26	-0.022	-0.008	15,628,790	25,390,243,840	0.133	0.156	145.188995	185,551.90625	14,954,999,808	519,762,400
AAPL	2010-03-05	0.003	0.025	20,378,960	25,390,241,792	0.13	0.127	89.25	198,551.703125	14,773,000,192	550,870,784
AAPL	2010-03-12	-0.004	-0.006	20,378,960	25,390,249,984	0.13	0.133	88.227997	205,483.296875	14,590,999,552	553,678,208
AAPL	2010-03-19	-0.002	0.001	17,293,408	25,390,247,936	0.119	0.121	98.637001	201,547.796875	14,408,999,936	458,584,800
AAPL	2010-03-26	-0.006	-0.004	17,293,408	25,390,247,936	0.12	0.125	86.653999	209,368	14,227,000,320	567,958,016
AAPL	2010-04-02	-0.029	-0.023	15,595,583	25,390,245,888	0.11	0.139	115.360001	213,988.984375	14,044,999,680	525,464,736
AAPL	2010-04-09	-0.041	-0.012	15,595,583	25,390,247,936	0.11	0.151	150.781998	219,244.796875	13,863,000,064	533,439,808
AAPL	2010-04-16	-0.078	-0.037	10,101,694	25,390,243,840	0.078	0.155	317.216003	224,348.203125	13,681,000,448	434,128,800
AAPL	2010-04-23	-0.117	-0.039	10,101,694	25,478,279,168	0.077	0.193	220.214996	246,425.90625	13,498,999,808	775,604,416
AAPL	2010-04-30	-0.118	-0.001	11,542,835	25,478,275,072	0.084	0.201	166.143005	237,584.90625	13,668,307,968	609,624,000
AAPL	2010-05-07	-0.158	-0.041	11,542,835	25,478,277,120	0.084	0.242	137.421005	214,628.984375	13,837,615,104	1,004,628,800
AAPL	2010-05-14	-0.123	0.035	11,542,835	25,478,279,168	0.085	0.208	223.432007	230,960.59375	14,006,923,264	769,333,632
AAPL	2010-05-21	-0.14	-0.017	11,499,491	25,478,275,072	0.081	0.222	195.998001	220,488.984375	14,176,230,400	1,015,609,216
AAPL	2010-05-28	-0.128	0.012	11,499,491	25,478,277,120	0.082	0.21	140.884003	233,737.703125	14,345,538,560	826,959,232
AAPL	2010-06-04	-0.128	0.001	11,485,692	25,478,275,072	0.082	0.21	112.608002	232,922.40625	14,514,845,696	743,358,016
AAPL	2010-06-11	-0.152	-0.024	11,485,692	25,478,275,072	0.082	0.233	121.428001	230,680.296875	14,684,153,856	812,891,392
AAPL	2010-06-18	-0.091	0.061	11,940,413	25,478,279,168	0.084	0.175	162.389008	249,381.40625	14,853,462,016	725,837,824
AAPL	2010-06-25	-0.113	-0.023	11,940,413	25,478,279,168	0.084	0.198	137.436005	242,680.59375	15,022,769,152	705,285,632
AAPL	2010-07-02	-0.119	-0.006	13,163,290	25,478,273,024	0.096	0.215	178.501007	224,692.90625	15,192,077,312	834,896,768
AAPL	2010-07-09	-0.137	-0.017	13,163,290	25,478,277,120	0.096	0.232	141.740005	236,234.59375	15,361,384,448	610,314,496
AAPL	2010-07-16	-0.121	0.015	12,724,415	25,478,273,024	0.086	0.207	132.917999	227,393.59375	15,530,692,608	886,114,816
AAPL	2010-07-23	-0.133	-0.012	12,724,415	25,579,759,616	0.085	0.218	145.548004	237,482.5	15,699,999,744	892,761,600
AAPL	2010-07-30	-0.104	0.029	13,200,316	25,579,755,520	0.092	0.196	74.385002	235,026.796875	16,031,642,624	523,465,216
AAPL	2010-08-06	-0.088	0.016	13,200,316	25,579,763,712	0.092	0.179	197.884995	237,610.40625	16,363,285,504	400,016,000
AAPL	2010-08-13	-0.103	-0.016	13,200,316	25,579,765,760	0.092	0.195	141.195999	227,557.59375	16,694,928,384	452,978,208
AAPL	2010-08-20	-0.095	0.008	10,294,771	25,579,753,472	0.074	0.169	123.988998	228,069.09375	17,026,571,264	378,340,416
AAPL	2010-08-27	-0.117	-0.022	10,294,771	25,579,765,760	0.074	0.191	125.594002	220,727.796875	17,358,215,168	525,674,400
AAPL	2010-09-03	-0.091	0.026	10,067,981	25,579,755,520	0.069	0.16	129.876999	236,408.09375	17,689,858,048	487,466,208
AAPL	2010-09-10	-0.082	0.009	10,067,981	25,579,761,664	0.069	0.152	170.369003	240,654.40625	18,021,500,928	423,806,496
AAPL	2010-09-17	-0.059	0.023	11,309,711	25,579,755,520	0.082	0.142	133.035004	251,576.90625	18,353,143,808	502,575,808
AAPL	2010-09-24	-0.098	-0.039	11,309,711	25,579,759,616	0.082	0.18	150.246002	267,052.6875	18,684,786,688	669,529,408
AAPL	2010-10-01	-0.133	-0.035	12,325,495	25,579,761,664	0.086	0.219	205.186996	258,099.796875	19,016,429,568	621,811,200
AAPL	2010-10-08	-0.102	0.031	12,325,495	25,579,755,520	0.086	0.188	218.162003	268,638.59375	19,348,072,448	534,988,192
AAPL	2010-10-15	-0.077	0.025	11,752,027	25,579,759,616	0.084	0.161	133.141998	287,542.09375	19,679,713,280	594,775,808
AAPL	2010-10-22	-0.106	-0.029	11,752,027	25,579,765,760	0.084	0.191	247.796005	280,891.40625	20,011,356,160	794,331,392
AAPL	2010-10-29	-0.108	-0.002	11,752,027	25,684,604,928	0.084	0.193	139.766998	276,083.8125	20,342,999,040	433,191,392
AAPL	2010-11-05	-0.122	-0.014	11,611,149	25,684,600,832	0.079	0.202	165.328995	290,903.8125	20,876,167,168	473,981,632
AAPL	2010-11-12	-0.135	-0.013	11,611,149	25,684,600,832	0.08	0.215	224.570007	282,556.3125	21,409,333,248	441,332,000
AAPL	2010-11-19	-0.118	0.017	9,075,690	25,684,600,832	0.062	0.18	243.932999	281,374.8125	21,942,499,328	484,008,000
AAPL	2010-11-26	-0.151	-0.032	9,075,690	25,684,594,688	0.062	0.213	167.822998	288,951.6875	22,475,667,456	390,958,496
AAPL	2010-12-03	-0.12	0.031	9,057,942	25,684,598,784	0.06	0.18	186.104004	291,186.3125	23,008,833,536	442,864,800
AAPL	2010-12-10	-0.148	-0.028	9,057,942	25,684,600,832	0.059	0.207	215.154999	294,037.3125	23,541,999,616	343,706,816
AAPL	2010-12-17	-0.123	0.025	8,767,695	25,684,600,832	0.059	0.182	357.700012	294,088.6875	24,075,165,696	383,419,200
AAPL	2010-12-24	-0.149	-0.026	8,767,695	25,684,596,736	0.059	0.208	185.115997	296,836.90625	24,608,333,824	282,760,736
AAPL	2010-12-31	-0.151	-0.002	8,165,471	25,684,598,784	0.055	0.206	331.200012	295,886.59375	25,141,499,904	187,976,192
AAPL	2011-01-07	-0.175	-0.024	8,165,471	25,684,596,736	0.055	0.23	366.445007	308,317.90625	25,674,665,984	324,419,808
AAPL	2011-01-14	-0.119	0.056	8,165,471	25,684,596,736	0.055	0.174	84.884003	319,670.5	26,207,834,112	360,175,648
AAPL	2011-01-21	-0.213	-0.094	6,777,774	25,795,780,608	0.046	0.258	188.113007	300,985.1875	26,741,000,192	1,133,950,208
AAPL	2011-01-28	-0.149	0.064	6,777,774	25,795,784,704	0.045	0.195	332.127014	309,652.59375	26,581,460,992	501,102,016
AAPL	2011-02-04	-0.187	-0.038	6,664,008	25,795,782,656	0.042	0.229	225.375	319,222.8125	26,421,923,840	355,694,624
AAPL	2011-02-11	-0.126	0.061	6,664,008	25,795,786,752	0.042	0.168	302.106995	328,767.3125	26,262,384,640	528,986,208
AAPL	2011-02-18	-0.117	0.009	10,025,619	25,795,780,608	0.06	0.177	190.544998	322,963.1875	26,102,845,440	484,477,792
AAPL	2011-02-25	-0.107	0.01	10,025,619	25,795,786,752	0.06	0.167	237.639999	320,744.8125	25,943,308,288	606,082,496
AAPL	2011-03-04	-0.102	0.005	10,916,386	25,795,782,656	0.071	0.174	167.996002	331,656.40625	25,783,769,088	483,171,392
AAPL	2011-03-11	-0.109	-0.007	10,916,386	25,795,784,704	0.072	0.18	203.001007	324,278.8125	25,624,229,888	466,872,992

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