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	2005-10-07	-0.025	-0.019	29,176,416	23,235,207,168	0.206	0.231	43.897999	42,566.898438	3,603,646,976	618,640,384
AAPL	2005-10-14	-0.042	-0.017	29,176,416	23,235,198,976	0.206	0.249	70.375999	44,820.699219	3,612,941,056	1,466,401,024
AAPL	2005-10-21	-0.045	-0.003	29,176,416	23,235,211,264	0.206	0.252	52.918999	46,191.601563	3,622,235,392	877,918,592
AAPL	2005-10-28	-0.026	0.02	29,176,416	23,235,219,456	0.206	0.232	66.975998	45,192.5	3,631,529,472	577,560,384
AAPL	2005-11-04	-0.012	0.014	26,241,888	23,235,211,264	0.201	0.212	75.416	50,745.699219	3,640,823,552	862,001,792
AAPL	2005-11-11	-0.019	-0.007	26,241,888	23,235,215,360	0.2	0.219	63.908001	51,071	3,650,117,632	551,264,000
AAPL	2005-11-18	-0.008	0.011	26,241,888	23,235,211,264	0.202	0.21	43.005001	53,580.398438	3,659,411,712	578,491,200
AAPL	2005-11-25	-0.009	-0.001	26,241,888	23,235,205,120	0.202	0.211	39.207001	57,553.601563	3,668,705,792	483,214,752
AAPL	2005-12-02	0.033	0.042	29,369,808	23,597,492,224	0.206	0.173	131.807007	61,211.898438	3,678,000,128	842,856,576
AAPL	2005-12-09	0.031	-0.002	29,369,808	23,597,512,704	0.206	0.175	66.135002	62,651.398438	3,908,111,104	693,209,408
AAPL	2005-12-16	-0.005	-0.036	29,369,808	23,597,518,848	0.206	0.211	87.059998	59,937.699219	4,138,222,336	740,371,776
AAPL	2005-12-23	0.016	0.021	29,369,808	23,597,518,848	0.206	0.19	51.435001	61,825.5	4,368,333,312	416,921,792
AAPL	2005-12-30	0.065	0.049	24,861,168	23,597,508,608	0.193	0.128	53.318001	60,574.800781	4,598,444,544	525,748,256
AAPL	2006-01-06	0.02	-0.045	24,861,168	23,597,506,560	0.193	0.174	97.640999	64,303.199219	4,828,555,776	645,179,520
AAPL	2006-01-13	-0.021	-0.041	24,861,168	23,597,514,752	0.193	0.214	91.575996	72,137.601563	5,058,666,496	1,301,164,032
AAPL	2006-01-20	-0.045	-0.024	24,861,168	23,597,496,320	0.193	0.238	69.199997	64,114.398438	5,288,777,728	1,216,717,056
AAPL	2006-01-27	-0.027	0.018	24,861,168	23,597,512,704	0.193	0.22	67.240997	60,692.800781	5,518,888,960	1,122,604,416
AAPL	2006-02-03	-0.019	0.008	25,715,024	23,761,145,856	0.192	0.211	69.938004	60,971.101563	5,749,000,192	846,515,008
AAPL	2006-02-10	-0.023	-0.004	25,715,024	23,761,147,904	0.192	0.215	77.297997	57,121.800781	5,642,076,672	1,380,791,040
AAPL	2006-02-17	0.016	0.039	25,715,024	23,761,156,096	0.192	0.176	81.209999	59,640.5	5,535,153,664	945,676,416
AAPL	2006-02-24	-0.035	-0.051	25,715,024	23,761,127,424	0.192	0.228	105.917999	60,638.398438	5,428,230,656	787,377,024
AAPL	2006-03-03	0.063	0.099	21,381,632	23,761,166,336	0.176	0.112	86.221001	57,454.5	5,321,307,648	836,996,224
AAPL	2006-03-10	-0.007	-0.071	21,381,632	23,761,141,760	0.176	0.183	88.509003	53,628.898438	5,214,384,640	856,248,576
AAPL	2006-03-17	-0.012	-0.004	21,381,632	23,761,152,000	0.176	0.188	85.724998	54,864.5	5,107,461,632	791,376,768
AAPL	2006-03-24	-0.019	-0.007	21,381,632	23,761,158,144	0.176	0.195	138.632996	50,896.398438	5,000,539,136	1,159,301,888
AAPL	2006-03-31	-0.015	0.003	24,419,680	23,761,160,192	0.188	0.203	111.466003	53,225	4,893,615,616	1,406,247,424
AAPL	2006-04-07	-0.02	-0.005	24,419,680	23,761,131,520	0.188	0.208	132.169006	59,236.5	4,786,692,096	1,638,026,368
AAPL	2006-04-14	-0.035	-0.015	24,419,680	23,761,162,240	0.188	0.223	98.596001	56,409	4,679,769,088	829,350,720
AAPL	2006-04-21	-0.011	0.024	24,419,680	23,761,152,000	0.188	0.199	61.834999	56,884.199219	4,572,846,080	1,011,756,992
AAPL	2006-04-28	-0.012	-0.001	20,456,752	23,761,137,664	0.173	0.185	128.397003	59,735.5	4,465,923,072	710,592,384
AAPL	2006-05-05	-0.044	-0.032	20,456,752	23,814,219,776	0.173	0.217	67.143997	61,131.101563	4,359,000,064	726,673,216
AAPL	2006-05-12	-0.042	0.001	20,456,752	23,814,225,920	0.174	0.216	90.071999	57,582.800781	4,373,059,072	608,174,208
AAPL	2006-05-19	-0.036	0.006	20,456,752	23,814,236,160	0.174	0.21	74.442001	54,868	4,387,117,568	772,883,968
AAPL	2006-05-26	-0.009	0.028	20,456,752	23,814,234,112	0.174	0.183	114.461998	54,034.5	4,401,176,576	645,148,608
AAPL	2006-06-02	-0.041	-0.032	17,625,104	23,814,215,680	0.156	0.197	77.084	52,438.898438	4,415,235,072	868,168,768
AAPL	2006-06-09	-0.078	-0.037	17,625,104	23,814,205,440	0.156	0.234	145.869995	50,629	4,429,294,080	851,129,984
AAPL	2006-06-16	-0.068	0.011	17,625,104	23,814,254,592	0.156	0.223	69.563004	48,962.101563	4,443,353,088	941,010,176
AAPL	2006-06-23	-0.036	0.031	17,625,104	23,814,230,016	0.156	0.192	175.953003	50,033.699219	4,457,411,584	773,336,384
AAPL	2006-06-30	-0.051	-0.015	22,581,584	23,814,230,016	0.176	0.227	78.953003	48,700.101563	4,471,470,592	696,189,184
AAPL	2006-07-07	-0.027	0.024	22,581,584	23,814,205,440	0.175	0.203	110.239998	47,104.5	4,485,529,600	536,395,488
AAPL	2006-07-14	-0.053	-0.026	22,581,584	23,814,256,640	0.176	0.229	137.205002	43,103.800781	4,499,588,096	904,928,192
AAPL	2006-07-21	-0.067	-0.014	22,581,584	23,814,207,488	0.176	0.243	96.194	51,629.199219	4,513,647,104	1,255,954,176
AAPL	2006-07-28	-0.062	0.005	22,581,584	23,814,217,728	0.176	0.238	156.171005	55,772.898438	4,527,706,112	727,381,376
AAPL	2006-08-04	-0.048	0.014	24,530,432	23,814,227,968	0.178	0.226	90.684998	58,082.898438	4,541,764,608	969,857,216
AAPL	2006-08-11	-0.04	0.008	24,530,432	23,814,209,536	0.178	0.218	57.842999	54,129.699219	4,555,823,616	934,900,992
AAPL	2006-08-18	-0.024	0.016	24,530,432	23,814,225,920	0.178	0.202	110.471001	57,749.5	4,569,882,112	695,551,808
AAPL	2006-08-25	-0.046	-0.022	24,530,432	23,814,217,728	0.179	0.224	64.038002	58,463.898438	4,583,941,120	567,720,832
AAPL	2006-09-01	0.011	0.057	28,259,328	23,814,211,584	0.185	0.174	66.754997	58,154.300781	4,598,000,128	669,765,376
AAPL	2006-09-08	-0.021	-0.033	28,259,328	23,814,248,448	0.185	0.207	102.334999	61,678.898438	4,612,058,624	1,037,610,240
AAPL	2006-09-15	0.015	0.036	28,259,328	23,814,242,304	0.186	0.171	81.453003	63,036.300781	4,626,117,632	1,112,706,560
AAPL	2006-09-22	0.019	0.005	28,259,328	23,814,230,016	0.185	0.166	95.987	62,083.699219	4,640,176,640	739,470,976
AAPL	2006-09-29	0.008	-0.012	28,259,328	23,814,221,824	0.185	0.178	42.506001	65,465.300781	4,654,235,136	780,347,008
AAPL	2006-10-06	0.021	0.013	32,285,008	23,814,219,776	0.193	0.172	92.425003	63,131.5	4,668,294,144	696,654,592
AAPL	2006-10-13	-0.001	-0.022	32,285,008	23,814,221,824	0.193	0.194	58.435001	63,798.300781	4,682,353,152	563,743,424
AAPL	2006-10-20	0.019	0.02	32,285,008	23,814,219,776	0.193	0.174	70.625999	67,989.601563	4,696,411,648	855,183,424
AAPL	2006-10-27	0.012	-0.008	32,285,008	23,814,240,256	0.193	0.181	68.414001	68,394.492188	4,710,470,656	561,731,392
AAPL	2006-11-03	0.026	0.014	27,799,888	23,814,234,112	0.177	0.151	58.056	66,584.601563	4,724,529,664	501,991,200
AAPL	2006-11-10	0.008	-0.018	27,799,888	23,814,213,632	0.177	0.169	99.376999	70,704.398438	4,738,588,160	589,668,800
AAPL	2006-11-17	0.045	0.037	27,799,888	23,814,219,776	0.177	0.132	67.380997	73,014.398438	4,752,647,168	571,063,424
AAPL	2006-11-24	0.017	-0.027	27,799,888	23,814,242,304	0.177	0.16	41.257	77,920.203125	4,766,705,664	596,019,968
AAPL	2006-12-01	0.011	-0.007	27,592,672	23,814,230,016	0.183	0.172	75.804001	77,658.203125	4,780,764,672	986,731,776
AAPL	2006-12-08	-0.022	-0.033	27,592,672	23,814,213,632	0.182	0.204	76.787003	75,062.398438	4,794,823,680	759,932,800
AAPL	2006-12-15	0.024	0.046	27,592,672	23,814,236,160	0.182	0.158	41.949001	74,610	4,808,882,176	791,144,384
AAPL	2006-12-22	-0.021	-0.045	27,592,672	23,814,236,160	0.182	0.203	70.572998	69,918.601563	4,822,941,184	743,515,584
AAPL	2006-12-29	0.077	0.098	27,592,672	24,059,670,528	0.182	0.105	44.185001	72,900.796875	4,837,000,192	1,155,687,552
AAPL	2007-01-05	-0.02	-0.097	24,458,608	24,059,676,672	0.167	0.187	90.959999	73,093.296875	5,292,599,808	973,440,640
AAPL	2007-01-12	-0.025	-0.004	24,458,608	24,059,664,384	0.166	0.191	116.549004	81,297.601563	5,748,199,936	1,970,445,568
AAPL	2007-01-19	0.028	0.053	24,458,608	24,059,666,432	0.167	0.139	74.677002	76,052.601563	6,203,800,064	1,654,854,016
AAPL	2007-01-26	-0.017	-0.045	24,458,608	24,059,658,240	0.167	0.183	74.379997	73,357.898438	6,659,400,192	1,096,422,400
AAPL	2007-02-02	0.001	0.017	25,680,496	24,132,507,648	0.168	0.167	77.260002	73,049.101563	7,114,999,808	724,315,008
AAPL	2007-02-09	-0.022	-0.023	25,680,496	24,132,483,072	0.168	0.191	47.646999	71,770	6,982,785,536	809,928,576
AAPL	2007-02-16	0.025	0.048	25,680,496	24,132,507,648	0.168	0.143	58.685001	73,121.507813	6,850,571,264	515,313,792
AAPL	2007-02-23	-0.019	-0.044	25,680,496	24,132,505,600	0.168	0.186	75.153999	76,765.507813	6,718,356,992	782,283,776
AAPL	2007-03-02	0.031	0.049	18,968,896	24,132,491,264	0.144	0.113	110.758003	73,604.101563	6,586,142,720	991,333,184
AAPL	2007-03-09	0.009	-0.022	18,968,896	24,132,493,312	0.144	0.135	184.492004	75,824.296875	6,453,928,448	630,243,584
AAPL	2007-03-16	0.014	0.005	18,968,896	24,132,499,456	0.144	0.13	68.598	77,224	6,321,714,176	705,017,600
AAPL	2007-03-23	0	-0.014	18,968,896	24,132,487,168	0.144	0.144	94.092003	80,602.492188	6,189,499,904	580,229,760
AAPL	2007-03-30	0.021	0.021	26,063,696	24,132,489,216	0.161	0.14	75.575996	80,071.601563	6,057,285,632	813,131,776
AAPL	2007-04-06	-0.007	-0.028	26,063,696	24,132,503,552	0.162	0.17	65.292999	81,592	5,925,071,360	479,556,512
AAPL	2007-04-13	0.01	0.018	26,063,696	24,132,485,120	0.162	0.152	97.025002	77,779	5,792,857,088	538,289,024
AAPL	2007-04-20	0.039	0.029	26,063,696	24,132,501,504	0.162	0.123	102.999001	78,406.492188	5,660,642,816	554,738,432
AAPL	2007-04-27	0.007	-0.032	26,063,696	24,132,485,120	0.162	0.155	58.046001	86,104.703125	5,528,428,544	1,091,973,760
AAPL	2007-05-04	0.028	0.021	27,588,960	24,132,499,456	0.17	0.142	60.625999	86,877	5,396,214,272	522,448,800
AAPL	2007-05-11	0.005	-0.023	27,588,960	24,218,537,984	0.171	0.166	96.848	94,064.796875	5,264,000,000	842,853,184
AAPL	2007-05-18	-0.009	-0.014	27,588,960	24,218,556,416	0.171	0.18	50.852001	95,154.703125	5,275,230,720	817,972,800
AAPL	2007-05-25	0.007	0.017	27,588,960	24,218,554,368	0.171	0.164	78.001999	98,278.898438	5,286,461,440	728,799,808
AAPL	2007-06-01	0.037	0.03	27,945,200	24,218,540,032	0.167	0.13	58.16	102,420.203125	5,297,692,160	1,076,616,704
AAPL	2007-06-08	-0.014	-0.051	27,945,200	24,218,533,888	0.167	0.181	72.594002	107,675.601563	5,308,922,880	1,215,292,416
AAPL	2007-06-15	-0.039	-0.025	27,945,200	24,218,544,128	0.167	0.206	74.404999	104,212.398438	5,320,153,600	1,361,332,352
AAPL	2007-06-22	0.01	0.049	27,945,200	24,218,552,320	0.167	0.156	61.334	106,392.101563	5,331,384,832	850,012,800
AAPL	2007-06-29	0.033	0.023	27,945,200	24,218,535,936	0.167	0.134	103.495003	105,568.601563	5,342,615,552	1,052,218,368
AAPL	2007-07-06	-0.016	-0.049	29,866,768	24,218,540,032	0.168	0.183	115.044998	114,432.601563	5,353,846,272	1,121,272,704
AAPL	2007-07-13	0.012	0.028	29,866,768	24,218,540,032	0.168	0.156	71.351997	119,131	5,365,076,992	936,963,008
AAPL	2007-07-20	0.022	0.01	29,866,768	24,218,542,080	0.167	0.145	71.676003	124,338	5,376,307,712	860,719,232
AAPL	2007-07-27	-0.031	-0.053	29,866,768	24,218,546,176	0.167	0.198	78.741997	124,434.898438	5,387,538,432	1,535,138,560
AAPL	2007-08-03	-0.043	-0.013	30,524,368	24,218,540,032	0.165	0.208	87.487999	114,045.101563	5,398,769,152	1,230,274,176
AAPL	2007-08-10	-0.054	-0.011	30,524,368	24,349,956,096	0.165	0.219	93.949997	108,698.203125	5,409,999,872	1,043,869,568
AAPL	2007-08-17	-0.042	0.012	30,524,368	24,349,941,760	0.165	0.208	74.074997	106,141.398438	5,467,642,880	1,109,304,576
AAPL	2007-08-24	-0.04	0.002	30,524,368	24,349,939,712	0.166	0.206	77.260002	117,658.898438	5,525,285,888	989,360,384
AAPL	2007-08-31	-0.014	0.026	25,807,968	24,349,937,664	0.165	0.179	95.219002	120,434.796875	5,582,928,384	1,073,227,200

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