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	2007-05-18	0.01	-0.036	27,588,960	24,218,556,416	0.171	0.161	64.922997	95,154.703125	5,275,230,720	817,972,800
AAPL	2007-05-25	0.02	0.011	27,588,960	24,218,554,368	0.171	0.151	60.777	98,278.898438	5,286,461,440	728,799,808
AAPL	2007-06-01	0.061	0.041	27,945,200	24,218,540,032	0.167	0.106	106.300003	102,420.203125	5,297,692,160	1,076,616,704
AAPL	2007-06-08	0.034	-0.028	27,945,200	24,218,533,888	0.167	0.133	69.093002	107,675.601563	5,308,922,880	1,215,292,416
AAPL	2007-06-15	-0.014	-0.048	27,945,200	24,218,544,128	0.167	0.181	77.832001	104,212.398438	5,320,153,600	1,361,332,352
AAPL	2007-06-22	0.014	0.028	27,945,200	24,218,552,320	0.167	0.153	76.139	106,392.101563	5,331,384,832	850,012,800
AAPL	2007-06-29	0.065	0.051	27,945,200	24,218,535,936	0.167	0.101	84.296997	105,568.601563	5,342,615,552	1,052,218,368
AAPL	2007-07-06	-0.016	-0.081	29,866,768	24,218,540,032	0.167	0.183	70.43	114,432.601563	5,353,846,272	1,121,272,704
AAPL	2007-07-13	0.045	0.061	29,866,768	24,218,540,032	0.167	0.122	95.621002	119,131	5,365,076,992	936,963,008
AAPL	2007-07-20	0.043	-0.002	29,866,768	24,218,542,080	0.167	0.124	72.364998	124,338	5,376,307,712	860,719,232
AAPL	2007-07-27	-0.022	-0.066	29,866,768	24,218,546,176	0.167	0.189	55.154999	124,434.898438	5,387,538,432	1,535,138,560
AAPL	2007-08-03	-0.018	0.004	30,524,368	24,218,540,032	0.165	0.183	93.550003	114,045.101563	5,398,769,152	1,230,274,176
AAPL	2007-08-10	-0.046	-0.028	30,524,368	24,349,956,096	0.165	0.211	56.410999	108,698.203125	5,409,999,872	1,043,869,568
AAPL	2007-08-17	-0.014	0.032	30,524,368	24,349,941,760	0.166	0.179	62.624001	106,141.398438	5,467,642,880	1,109,304,576
AAPL	2007-08-24	-0.023	-0.009	30,524,368	24,349,939,712	0.166	0.188	41.856998	117,658.898438	5,525,285,888	989,360,384
AAPL	2007-08-31	0.052	0.075	25,807,968	24,349,937,664	0.165	0.113	63.486	120,434.796875	5,582,928,384	1,073,227,200
AAPL	2007-09-07	-0.026	-0.078	25,807,968	24,349,935,616	0.165	0.191	80.310997	114,590.796875	5,640,571,392	1,744,225,792
AAPL	2007-09-14	0.022	0.048	25,807,968	24,349,952,000	0.165	0.143	116.403999	120,702.703125	5,698,214,400	949,195,584
AAPL	2007-09-21	0.025	0.003	25,807,968	24,349,943,808	0.165	0.14	140.628998	125,353.507813	5,755,856,896	943,012,608
AAPL	2007-09-28	0.024	-0.001	25,807,968	24,349,954,048	0.165	0.141	70.690002	133,462.09375	5,813,499,904	898,656,192
AAPL	2007-10-05	0.018	-0.006	22,567,760	24,349,949,952	0.15	0.133	64.709	140,401.796875	5,871,142,912	784,417,024
AAPL	2007-10-12	-0.004	-0.022	22,567,760	24,349,941,760	0.15	0.154	108.935997	145,442.203125	5,928,785,920	1,047,994,624
AAPL	2007-10-19	0.01	0.014	21,108,160	24,349,941,760	0.15	0.14	101.338997	148,218.09375	5,986,428,416	1,077,765,760
AAPL	2007-10-26	-0.006	-0.017	21,108,160	24,349,939,712	0.15	0.156	105.167999	160,612.203125	6,044,071,424	1,282,724,992
AAPL	2007-11-02	0.038	0.044	19,175,344	24,349,939,712	0.142	0.104	176.156998	163,388.09375	6,101,714,432	824,085,824
AAPL	2007-11-09	-0.027	-0.065	19,175,344	24,349,947,904	0.141	0.168	128.925995	143,810.796875	6,159,356,928	1,233,998,208
AAPL	2007-11-16	-0.047	-0.02	19,071,776	24,515,131,392	0.138	0.185	148.315002	145,668.90625	6,216,999,936	1,565,716,736
AAPL	2007-11-23	-0.039	0.007	19,071,776	24,515,131,392	0.138	0.177	86.809998	150,204.203125	6,525,272,576	1,095,410,048
AAPL	2007-11-30	0.009	0.048	17,566,544	24,515,135,488	0.135	0.126	184.035004	159,544.5	6,833,545,216	1,202,485,248
AAPL	2007-12-07	-0.062	-0.071	17,566,544	24,515,131,392	0.135	0.197	140.488998	170,110.5	7,141,818,880	918,709,824
AAPL	2007-12-14	-0.069	-0.007	17,566,544	24,515,133,440	0.135	0.204	92.379997	166,702.90625	7,450,091,008	919,579,008
AAPL	2007-12-21	-0.04	0.029	20,141,648	24,515,133,440	0.139	0.179	85.940002	169,767.296875	7,758,363,648	968,558,592
AAPL	2007-12-28	-0.042	-0.002	20,141,648	24,515,133,440	0.139	0.181	75.348	174,964.5	8,066,636,288	669,777,472
AAPL	2008-01-04	0.014	0.056	21,286,014	24,515,133,440	0.14	0.126	148.283005	157,632.296875	8,374,908,928	979,102,528
AAPL	2008-01-11	-0.096	-0.11	21,286,014	24,515,125,248	0.141	0.236	134.160995	151,209.296875	8,683,182,080	1,625,030,400
AAPL	2008-01-18	-0.093	0.002	18,673,538	24,515,131,392	0.132	0.226	107.444	141,280.703125	8,991,454,208	1,827,955,456
AAPL	2008-01-25	-0.117	-0.024	18,673,538	24,515,119,104	0.132	0.249	140.987	113,823.703125	9,299,727,360	2,342,082,560
AAPL	2008-02-01	-0.13	-0.013	19,072,912	24,608,520,192	0.128	0.258	101.222	117,554.898438	9,607,999,488	1,234,859,264
AAPL	2008-02-08	-0.107	0.024	19,072,912	24,608,526,336	0.127	0.234	123.136002	110,270.796875	9,446,769,664	1,410,570,624
AAPL	2008-02-15	-0.076	0.03	22,269,360	24,608,514,048	0.143	0.22	109.929001	109,532.492188	9,285,538,816	1,050,268,608
AAPL	2008-02-22	-0.085	-0.009	22,269,360	24,608,509,952	0.143	0.228	130.098007	104,979.898438	9,124,307,968	1,110,119,552
AAPL	2008-02-29	0.029	0.115	22,269,360	24,608,509,952	0.143	0.114	132.901993	109,877	8,963,077,120	1,422,107,008
AAPL	2008-03-07	-0.046	-0.075	25,050,144	24,608,520,192	0.146	0.192	93.849998	107,440.796875	8,801,846,272	1,460,884,992
AAPL	2008-03-14	-0.049	-0.003	25,050,144	24,608,516,096	0.146	0.195	79.061996	111,279.703125	8,640,615,424	1,128,381,056
AAPL	2008-03-21	-0.066	-0.017	22,845,632	24,608,507,904	0.143	0.209	108.413002	117,136.492188	8,479,384,576	1,049,260,992
AAPL	2008-03-28	-0.019	0.047	22,845,632	24,608,520,192	0.143	0.162	87.328003	125,675.703125	8,318,153,728	1,003,166,976
AAPL	2008-04-04	-0.063	-0.044	23,694,320	24,608,524,288	0.146	0.209	108.141998	134,534.796875	8,156,922,880	950,316,992
AAPL	2008-04-11	-0.032	0.031	23,694,320	24,608,524,288	0.146	0.178	108.306	129,317.796875	7,995,692,544	1,042,371,392
AAPL	2008-04-18	-0.012	0.02	22,188,976	24,608,520,192	0.147	0.159	95.792999	141,548.203125	7,834,461,696	813,986,432
AAPL	2008-04-25	-0.06	-0.048	22,188,976	24,608,512,000	0.147	0.207	107.822998	149,176.796875	7,673,230,848	1,334,291,200
AAPL	2008-05-02	-0.022	0.037	18,424,224	24,685,436,928	0.135	0.157	159.233002	159,517.296875	7,512,000,000	951,974,528
AAPL	2008-05-09	-0.014	0.009	18,424,224	24,685,438,976	0.135	0.149	79.892998	161,739.015625	7,507,999,744	900,543,808
AAPL	2008-05-16	-0.057	-0.043	17,386,288	24,685,432,832	0.131	0.188	139.699005	165,417.09375	7,504,000,000	839,520,000
AAPL	2008-05-23	-0.073	-0.016	17,386,288	24,685,441,024	0.131	0.204	131.681	159,714.796875	7,500,000,256	1,037,395,968
AAPL	2008-05-30	-0.041	0.032	19,527,042	24,685,430,784	0.139	0.18	190.367996	166,404.5	7,496,000,000	697,813,760
AAPL	2008-06-06	-0.025	0.016	19,527,042	24,685,428,736	0.139	0.164	75.663002	163,664.40625	7,491,999,744	775,842,624
AAPL	2008-06-13	-0.072	-0.048	19,527,042	24,685,428,736	0.139	0.212	120.875999	151,963.5	7,488,000,000	1,329,035,264
AAPL	2008-06-20	-0.063	0.009	17,575,904	24,685,428,736	0.129	0.192	98.713997	154,530.796875	7,484,000,256	888,634,176
AAPL	2008-06-27	-0.089	-0.026	17,575,904	24,685,432,832	0.128	0.218	143.742004	149,964	7,480,000,000	764,807,808
AAPL	2008-07-04	-0.073	0.017	20,352,898	24,685,432,832	0.137	0.21	159.584	149,988.703125	7,475,999,744	789,089,728
AAPL	2008-07-11	-0.081	-0.008	20,352,898	24,685,428,736	0.136	0.216	121.609001	152,136.296875	7,472,000,000	875,043,776
AAPL	2008-07-18	-0.049	0.032	19,158,864	24,685,436,928	0.134	0.183	157.598007	145,594.703125	7,468,000,256	859,965,376
AAPL	2008-07-25	-0.072	-0.024	19,158,864	24,804,526,080	0.133	0.206	96.753998	143,618.203125	7,464,000,000	1,155,017,216
AAPL	2008-08-01	-0.09	-0.018	25,146,016	24,804,521,984	0.149	0.239	64.917999	138,781.296875	7,492,733,440	674,420,800
AAPL	2008-08-08	-0.054	0.036	25,146,016	24,804,528,128	0.148	0.203	88.431999	150,191.40625	7,521,466,880	691,735,616
AAPL	2008-08-15	-0.01	0.045	21,559,376	24,804,526,080	0.141	0.15	141.931	155,698	7,550,199,808	797,896,384
AAPL	2008-08-22	-0.015	-0.006	21,559,376	24,804,513,792	0.141	0.156	140.212997	156,615.703125	7,578,933,248	530,904,992
AAPL	2008-08-29	-0.018	-0.003	21,559,376	24,804,528,128	0.141	0.159	48.191002	150,191.40625	7,607,666,688	487,686,208
AAPL	2008-09-05	-0.064	-0.046	21,114,560	24,804,528,128	0.14	0.204	81.25	141,906.703125	7,636,400,128	761,467,008
AAPL	2008-09-12	-0.059	0.005	21,114,560	24,804,513,792	0.14	0.199	58.944	131,935.203125	7,665,133,568	1,005,662,016
AAPL	2008-09-19	-0.06	-0.001	20,660,160	24,804,509,696	0.14	0.2	136.098007	124,816.296875	7,693,866,496	1,285,611,008
AAPL	2008-09-26	-0.058	0.002	20,660,160	24,804,521,984	0.14	0.198	86.107002	113,604.703125	7,722,599,936	1,063,317,824
AAPL	2008-10-03	0.02	0.077	25,693,328	24,804,528,128	0.152	0.132	115.182999	85,997.296875	7,751,333,376	1,889,796,992
AAPL	2008-10-10	-0.064	-0.084	25,693,328	24,804,513,792	0.152	0.216	120.096001	85,749.203125	7,780,066,816	2,006,122,752
AAPL	2008-10-17	-0.045	0.019	22,363,488	24,804,515,840	0.152	0.197	112.000999	86,270.101563	7,808,799,744	1,769,399,040
AAPL	2008-10-24	-0.049	-0.004	22,363,488	24,804,532,224	0.152	0.202	73.652	85,377.203125	7,837,533,184	1,851,425,408
AAPL	2008-10-31	0.026	0.075	24,199,232	24,804,530,176	0.164	0.138	88.805	95,299	7,866,266,624	1,618,345,600
AAPL	2008-11-07	-0.048	-0.074	24,199,232	24,890,198,016	0.164	0.212	116.028	87,339.703125	7,895,000,064	1,225,480,448
AAPL	2008-11-14	-0.018	0.03	24,199,232	24,890,195,968	0.163	0.181	72.667	80,221.101563	8,101,545,472	1,357,337,984
AAPL	2008-11-21	-0.037	-0.019	28,083,360	24,890,202,112	0.173	0.21	87.542999	73,401.203125	8,308,090,880	1,366,041,344
AAPL	2008-11-28	-0.007	0.03	28,083,360	24,890,181,632	0.172	0.18	79.231003	82,386.492188	8,514,636,288	968,790,272
AAPL	2008-12-05	-0.041	-0.034	26,757,152	24,890,167,296	0.176	0.218	64.608002	83,556.296875	8,721,181,696	1,109,266,944
AAPL	2008-12-12	-0.042	0	26,757,152	24,890,171,392	0.177	0.218	85.469002	87,364.492188	8,927,727,616	1,081,695,360
AAPL	2008-12-19	0.011	0.053	21,921,760	24,890,167,296	0.167	0.156	107.283997	79,997	9,134,272,512	987,692,032
AAPL	2008-12-26	-0.061	-0.072	21,921,760	24,890,177,536	0.166	0.227	59.669998	76,288.398438	9,340,818,432	514,857,760
AAPL	2009-01-02	-0.062	-0.001	21,325,728	24,890,189,824	0.164	0.227	81.882004	80,669.101563	9,547,363,328	751,789,504
AAPL	2009-01-09	-0.051	0.011	21,325,728	24,890,171,392	0.164	0.215	92.703003	80,519.703125	9,753,909,248	888,862,784
AAPL	2009-01-16	0.004	0.055	20,321,666	24,890,169,344	0.16	0.156	97.276001	73,177.101563	9,960,454,144	1,063,407,552
AAPL	2009-01-23	-0.051	-0.055	20,321,666	24,935,520,256	0.16	0.211	95.446999	78,696.492188	10,167,000,064	1,045,620,736
AAPL	2009-01-30	-0.019	0.032	19,261,360	24,935,505,920	0.158	0.177	123.816002	80,267.398438	10,012,846,080	683,177,984
AAPL	2009-02-06	-0.063	-0.044	19,261,360	24,935,512,064	0.158	0.221	69.953003	88,820.296875	9,858,692,096	680,486,784
AAPL	2009-02-13	0.02	0.083	19,261,360	24,935,518,208	0.157	0.137	113.217003	88,321.601563	9,704,538,112	733,042,432
AAPL	2009-02-20	-0.034	-0.054	18,168,706	24,935,491,584	0.157	0.191	98.010002	81,214.898438	9,550,384,128	759,034,240
AAPL	2009-02-27	-0.036	-0.003	18,168,706	24,935,516,160	0.157	0.193	94.092003	79,544.296875	9,396,231,168	752,733,376
AAPL	2009-03-06	-0.02	0.016	19,142,912	24,935,487,488	0.16	0.18	103.269997	75,953.507813	9,242,077,184	790,944,000
AAPL	2009-03-13	-0.047	-0.027	19,142,912	24,935,491,584	0.16	0.207	131.097	85,429	9,087,923,200	751,710,976
AAPL	2009-03-20	-0.012	0.035	19,134,720	24,935,501,824	0.161	0.173	80.869003	90,466	8,933,769,216	715,139,008
AAPL	2009-03-27	-0.054	-0.042	19,134,720	24,935,507,968	0.162	0.215	72.928001	95,153.898438	8,779,615,232	612,550,400
AAPL	2009-04-03	-0.009	0.045	20,560,992	24,935,503,872	0.167	0.176	97.161003	103,307.796875	8,625,461,248	622,171,200
AAPL	2009-04-10	-0.004	0.005	20,560,992	24,935,503,872	0.167	0.171	54.192001	106,474.601563	8,471,307,776	545,257,984

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