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	2005-06-17	0.029	0.031	25,410,000	23,070,175,232	0.211	0.182	85.253998	31,560	3,370,846,208	498,152,384
AAPL	2005-06-24	0.035	0.007	25,410,000	23,070,126,080	0.211	0.175	80.888	31,121.599609	3,392,153,856	440,826,400
AAPL	2005-07-01	0.011	-0.024	26,058,896	23,070,167,040	0.207	0.196	120.070999	30,083.5	3,413,461,504	413,444,192
AAPL	2005-07-08	0.004	-0.007	26,058,896	23,070,130,176	0.206	0.202	61.457001	31,513.800781	3,434,768,896	380,838,240
AAPL	2005-07-15	0.021	0.017	26,058,896	23,070,150,656	0.206	0.185	95.260002	34,236.101563	3,456,076,800	848,880,768
AAPL	2005-07-22	0.015	-0.006	26,058,896	23,070,146,560	0.205	0.191	115.806999	36,243.199219	3,477,384,704	483,225,216
AAPL	2005-07-29	0.01	-0.005	26,058,896	23,070,124,032	0.205	0.195	74.725998	35,135.800781	3,498,692,352	332,072,000
AAPL	2005-08-05	0.014	0.004	27,335,328	23,235,246,080	0.205	0.191	98.563004	35,666.101563	3,520,000,000	276,136,640
AAPL	2005-08-12	0.015	0.001	27,335,328	23,235,215,360	0.205	0.19	95.095001	38,268.398438	3,529,294,080	421,237,600
AAPL	2005-08-19	0.004	-0.011	27,335,328	23,235,248,128	0.205	0.201	42.511002	38,036.101563	3,538,588,160	588,640,576
AAPL	2005-08-26	0.02	0.016	27,335,328	23,235,213,312	0.205	0.185	32.212002	37,943.101563	3,547,882,240	358,544,000
AAPL	2005-09-02	0.052	0.032	28,722,960	23,235,190,784	0.211	0.158	39.236	38,361.300781	3,557,176,576	351,351,808
AAPL	2005-09-09	0.003	-0.049	28,722,960	23,235,241,984	0.211	0.208	121.394997	42,590.199219	3,566,470,656	774,993,728
AAPL	2005-09-16	0.06	0.057	28,722,960	23,235,211,264	0.211	0.151	80.299004	42,497.199219	3,575,764,736	485,253,184
AAPL	2005-09-23	0.037	-0.023	28,722,960	23,235,211,264	0.21	0.174	77.902	44,146.898438	3,585,058,816	612,098,624
AAPL	2005-09-30	0.019	-0.018	29,176,416	23,235,194,880	0.206	0.187	42.587002	44,495.398438	3,594,352,896	636,457,984
AAPL	2005-10-07	-0.004	-0.023	29,176,416	23,235,207,168	0.206	0.21	91.766998	42,566.898438	3,603,646,976	618,640,384
AAPL	2005-10-14	-0.02	-0.016	29,176,416	23,235,198,976	0.206	0.226	70.033997	44,820.699219	3,612,941,056	1,466,401,024
AAPL	2005-10-21	-0.005	0.015	29,176,416	23,235,211,264	0.206	0.212	122.148003	46,191.601563	3,622,235,392	877,918,592
AAPL	2005-10-28	-0.007	-0.001	29,176,416	23,235,219,456	0.206	0.213	70.444	45,192.5	3,631,529,472	577,560,384
AAPL	2005-11-04	0.015	0.021	26,241,888	23,235,211,264	0.2	0.186	54.820999	50,745.699219	3,640,823,552	862,001,792
AAPL	2005-11-11	0.016	0.002	26,241,888	23,235,215,360	0.2	0.184	60.310001	51,071	3,650,117,632	551,264,000
AAPL	2005-11-18	0.045	0.028	26,241,888	23,235,211,264	0.202	0.157	130.940002	53,580.398438	3,659,411,712	578,491,200
AAPL	2005-11-25	0.018	-0.026	26,241,888	23,235,205,120	0.202	0.183	110.176003	57,553.601563	3,668,705,792	483,214,752
AAPL	2005-12-02	0.045	0.026	29,369,808	23,597,492,224	0.205	0.161	74.136002	61,211.898438	3,678,000,128	842,856,576
AAPL	2005-12-09	0.048	0.004	29,369,808	23,597,512,704	0.205	0.157	41.702	62,651.398438	3,908,111,104	693,209,408
AAPL	2005-12-16	0.026	-0.023	29,369,808	23,597,518,848	0.205	0.18	81.700996	59,937.699219	4,138,222,336	740,371,776
AAPL	2005-12-23	0.03	0.005	29,369,808	23,597,518,848	0.205	0.175	74.759003	61,825.5	4,368,333,312	416,921,792
AAPL	2005-12-30	0.059	0.029	24,861,168	23,597,508,608	0.193	0.134	68.472	60,574.800781	4,598,444,544	525,748,256
AAPL	2006-01-06	0.05	-0.009	24,861,168	23,597,506,560	0.193	0.143	68.885002	64,303.199219	4,828,555,776	645,179,520
AAPL	2006-01-13	-0	-0.05	24,861,168	23,597,514,752	0.193	0.193	121.085999	72,137.601563	5,058,666,496	1,301,164,032
AAPL	2006-01-20	-0.02	-0.02	24,861,168	23,597,496,320	0.193	0.213	71.110001	64,114.398438	5,288,777,728	1,216,717,056
AAPL	2006-01-27	-0.013	0.007	24,861,168	23,597,512,704	0.193	0.206	71.584999	60,692.800781	5,518,888,960	1,122,604,416
AAPL	2006-02-03	0.022	0.035	25,715,024	23,761,145,856	0.191	0.17	97.528999	60,971.101563	5,749,000,192	846,515,008
AAPL	2006-02-10	0.013	-0.009	25,715,024	23,761,147,904	0.192	0.179	115.404999	57,121.800781	5,642,076,672	1,380,791,040
AAPL	2006-02-17	0.034	0.021	25,715,024	23,761,156,096	0.192	0.158	94.125999	59,640.5	5,535,153,664	945,676,416
AAPL	2006-02-24	0.028	-0.007	25,715,024	23,761,127,424	0.192	0.165	81.477997	60,638.398438	5,428,230,656	787,377,024
AAPL	2006-03-03	0.116	0.089	21,381,632	23,761,166,336	0.175	0.059	133.475006	57,454.5	5,321,307,648	836,996,224
AAPL	2006-03-10	0.015	-0.101	21,381,632	23,761,141,760	0.176	0.161	92.092003	53,628.898438	5,214,384,640	856,248,576
AAPL	2006-03-17	0.022	0.007	21,381,632	23,761,152,000	0.176	0.154	84.330002	54,864.5	5,107,461,632	791,376,768
AAPL	2006-03-24	-0.009	-0.031	21,381,632	23,761,158,144	0.176	0.185	123.806	50,896.398438	5,000,539,136	1,159,301,888
AAPL	2006-03-31	0.003	0.013	24,419,680	23,761,160,192	0.188	0.185	156.531998	53,225	4,893,615,616	1,406,247,424
AAPL	2006-04-07	0.018	0.015	24,419,680	23,761,131,520	0.188	0.17	108.335999	59,236.5	4,786,692,096	1,638,026,368
AAPL	2006-04-14	0.011	-0.007	24,419,680	23,761,162,240	0.188	0.177	81.651001	56,409	4,679,769,088	829,350,720
AAPL	2006-04-21	-0.009	-0.021	24,419,680	23,761,152,000	0.188	0.197	85.691002	56,884.199219	4,572,846,080	1,011,756,992
AAPL	2006-04-28	0.026	0.035	20,456,752	23,761,137,664	0.173	0.147	128.947006	59,735.5	4,465,923,072	710,592,384
AAPL	2006-05-05	-0.001	-0.026	20,456,752	23,814,219,776	0.173	0.174	74.802002	61,131.101563	4,359,000,064	726,673,216
AAPL	2006-05-12	-0.029	-0.028	20,456,752	23,814,225,920	0.174	0.203	99.931	57,582.800781	4,373,059,072	608,174,208
AAPL	2006-05-19	-0.01	0.018	20,456,752	23,814,236,160	0.174	0.184	102.719002	54,868	4,387,117,568	772,883,968
AAPL	2006-05-26	0.034	0.045	20,456,752	23,814,234,112	0.174	0.14	83.132004	54,034.5	4,401,176,576	645,148,608
AAPL	2006-06-02	0.005	-0.029	17,625,104	23,814,215,680	0.156	0.151	111.676003	52,438.898438	4,415,235,072	868,168,768
AAPL	2006-06-09	-0.04	-0.045	17,625,104	23,814,205,440	0.156	0.196	109.097	50,629	4,429,294,080	851,129,984
AAPL	2006-06-16	-0.05	-0.01	17,625,104	23,814,254,592	0.156	0.206	125.181999	48,962.101563	4,443,353,088	941,010,176
AAPL	2006-06-23	0.008	0.058	17,625,104	23,814,230,016	0.156	0.148	98.902	50,033.699219	4,457,411,584	773,336,384
AAPL	2006-06-30	-0.036	-0.044	22,581,584	23,814,230,016	0.175	0.211	70.230003	48,700.101563	4,471,470,592	696,189,184
AAPL	2006-07-07	-0.035	0.001	22,581,584	23,814,205,440	0.175	0.21	124.625999	47,104.5	4,485,529,600	536,395,488
AAPL	2006-07-14	-0.055	-0.02	22,581,584	23,814,256,640	0.175	0.23	137.401001	43,103.800781	4,499,588,096	904,928,192
AAPL	2006-07-21	-0.044	0.011	22,581,584	23,814,207,488	0.176	0.22	82.154999	51,629.199219	4,513,647,104	1,255,954,176
AAPL	2006-07-28	-0.052	-0.008	22,581,584	23,814,217,728	0.176	0.228	104.985001	55,772.898438	4,527,706,112	727,381,376
AAPL	2006-08-04	-0.021	0.031	24,530,432	23,814,227,968	0.178	0.199	78.598	58,082.898438	4,541,764,608	969,857,216
AAPL	2006-08-11	-0.032	-0.012	24,530,432	23,814,209,536	0.178	0.21	64.954002	54,129.699219	4,555,823,616	934,900,992
AAPL	2006-08-18	0.017	0.05	24,530,432	23,814,225,920	0.178	0.161	68.167	57,749.5	4,569,882,112	695,551,808
AAPL	2006-08-25	-0.031	-0.048	24,530,432	23,814,217,728	0.178	0.209	56.129002	58,463.898438	4,583,941,120	567,720,832
AAPL	2006-09-01	0.02	0.051	28,259,328	23,814,211,584	0.185	0.166	51.952	58,154.300781	4,598,000,128	669,765,376
AAPL	2006-09-08	-0.003	-0.023	28,259,328	23,814,248,448	0.185	0.188	70.832001	61,678.898438	4,612,058,624	1,037,610,240
AAPL	2006-09-15	0.044	0.047	28,259,328	23,814,242,304	0.185	0.141	79.885002	63,036.300781	4,626,117,632	1,112,706,560
AAPL	2006-09-22	0.048	0.004	28,259,328	23,814,230,016	0.185	0.137	57.699001	62,083.699219	4,640,176,640	739,470,976
AAPL	2006-09-29	0.051	0.003	28,259,328	23,814,221,824	0.185	0.134	114.619003	65,465.300781	4,654,235,136	780,347,008
AAPL	2006-10-06	0.05	-0.001	32,285,008	23,814,219,776	0.193	0.143	53.244999	63,131.5	4,668,294,144	696,654,592
AAPL	2006-10-13	0.047	-0.003	32,285,008	23,814,221,824	0.193	0.146	37.263	63,798.300781	4,682,353,152	563,743,424
AAPL	2006-10-20	0.063	0.017	32,285,008	23,814,219,776	0.193	0.129	54.425999	67,989.601563	4,696,411,648	855,183,424
AAPL	2006-10-27	0.049	-0.014	32,285,008	23,814,240,256	0.193	0.144	101.054001	68,394.492188	4,710,470,656	561,731,392
AAPL	2006-11-03	0.035	-0.014	27,799,888	23,814,234,112	0.177	0.141	53.846001	66,584.601563	4,724,529,664	501,991,200
AAPL	2006-11-10	0.035	0	27,799,888	23,814,213,632	0.176	0.141	86.029999	70,704.398438	4,738,588,160	589,668,800
AAPL	2006-11-17	0.051	0.015	27,799,888	23,814,219,776	0.177	0.126	60.735001	73,014.398438	4,752,647,168	571,063,424
AAPL	2006-11-24	0.029	-0.022	27,799,888	23,814,242,304	0.177	0.148	69.773003	77,920.203125	4,766,705,664	596,019,968
AAPL	2006-12-01	0.029	0	27,592,672	23,814,230,016	0.182	0.153	97.523003	77,658.203125	4,780,764,672	986,731,776
AAPL	2006-12-08	0.045	0.016	27,592,672	23,814,213,632	0.182	0.137	59.976002	75,062.398438	4,794,823,680	759,932,800
AAPL	2006-12-15	0.064	0.019	27,592,672	23,814,236,160	0.182	0.118	47.243999	74,610	4,808,882,176	791,144,384
AAPL	2006-12-22	-0.007	-0.071	27,592,672	23,814,236,160	0.182	0.188	52.112	69,918.601563	4,822,941,184	743,515,584
AAPL	2006-12-29	0.055	0.062	27,592,672	24,059,670,528	0.182	0.126	63.391998	72,900.796875	4,837,000,192	1,155,687,552
AAPL	2007-01-05	-0.003	-0.058	24,458,608	24,059,676,672	0.166	0.169	90.439003	73,093.296875	5,292,599,808	973,440,640
AAPL	2007-01-12	-0.022	-0.019	24,458,608	24,059,664,384	0.166	0.188	112.433998	81,297.601563	5,748,199,936	1,970,445,568
AAPL	2007-01-19	0.011	0.033	24,458,608	24,059,666,432	0.166	0.155	83.273003	76,052.601563	6,203,800,064	1,654,854,016
AAPL	2007-01-26	-0.005	-0.015	24,458,608	24,059,658,240	0.166	0.171	81.926003	73,357.898438	6,659,400,192	1,096,422,400
AAPL	2007-02-02	0.001	0.006	25,680,496	24,132,507,648	0.168	0.166	58.573002	73,049.101563	7,114,999,808	724,315,008
AAPL	2007-02-09	0.033	0.032	25,680,496	24,132,483,072	0.168	0.135	115.005997	71,770	6,982,785,536	809,928,576
AAPL	2007-02-16	0.027	-0.006	25,680,496	24,132,507,648	0.168	0.141	49.244999	73,121.507813	6,850,571,264	515,313,792
AAPL	2007-02-23	0.024	-0.003	25,680,496	24,132,505,600	0.167	0.143	124.084	76,765.507813	6,718,356,992	782,283,776
AAPL	2007-03-02	0.04	0.015	18,968,896	24,132,491,264	0.144	0.104	104.661003	73,604.101563	6,586,142,720	991,333,184
AAPL	2007-03-09	-0	-0.04	18,968,896	24,132,493,312	0.144	0.144	117.327003	75,824.296875	6,453,928,448	630,243,584
AAPL	2007-03-16	0.011	0.012	18,968,896	24,132,499,456	0.144	0.133	140.604004	77,224	6,321,714,176	705,017,600
AAPL	2007-03-23	-0.005	-0.016	18,968,896	24,132,487,168	0.144	0.149	142.584	80,602.492188	6,189,499,904	580,229,760
AAPL	2007-03-30	0.028	0.033	26,063,696	24,132,489,216	0.161	0.133	111.987	80,071.601563	6,057,285,632	813,131,776
AAPL	2007-04-06	-0.009	-0.037	26,063,696	24,132,503,552	0.162	0.171	48.424	81,592	5,925,071,360	479,556,512
AAPL	2007-04-13	0.005	0.014	26,063,696	24,132,485,120	0.162	0.157	82.454002	77,779	5,792,857,088	538,289,024
AAPL	2007-04-20	0.038	0.032	26,063,696	24,132,501,504	0.162	0.124	86.084999	78,406.492188	5,660,642,816	554,738,432
AAPL	2007-04-27	0.044	0.006	26,063,696	24,132,485,120	0.162	0.118	65.720001	86,104.703125	5,528,428,544	1,091,973,760
AAPL	2007-05-04	0.025	-0.018	27,588,960	24,132,499,456	0.17	0.145	107.484001	86,877	5,396,214,272	522,448,800
AAPL	2007-05-11	0.046	0.02	27,588,960	24,218,537,984	0.17	0.125	57.001999	94,064.796875	5,264,000,000	842,853,184

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