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	2007-09-07	-0.06	-0.046	25,807,968	24,349,935,616	0.165	0.225	89.142998	114,590.796875	5,640,571,392	1,744,225,792
AAPL	2007-09-14	-0.005	0.056	25,807,968	24,349,952,000	0.165	0.169	85.566002	120,702.703125	5,698,214,400	949,195,584
AAPL	2007-09-21	0.004	0.008	25,807,968	24,349,943,808	0.165	0.161	69.242996	125,353.507813	5,755,856,896	943,012,608
AAPL	2007-09-28	0.005	0.002	25,807,968	24,349,954,048	0.165	0.159	94.259003	133,462.09375	5,813,499,904	898,656,192
AAPL	2007-10-05	0	-0.005	22,567,760	24,349,949,952	0.15	0.15	106.598	140,401.796875	5,871,142,912	784,417,024
AAPL	2007-10-12	-0.033	-0.034	22,567,760	24,349,941,760	0.15	0.184	105.699997	145,442.203125	5,928,785,920	1,047,994,624
AAPL	2007-10-19	0.001	0.035	21,108,160	24,349,941,760	0.15	0.148	109.375	148,218.09375	5,986,428,416	1,077,765,760
AAPL	2007-10-26	-0.073	-0.075	21,108,160	24,349,939,712	0.149	0.223	129.304001	160,612.203125	6,044,071,424	1,282,724,992
AAPL	2007-11-02	0.04	0.114	19,175,344	24,349,939,712	0.141	0.101	88.216003	163,388.09375	6,101,714,432	824,085,824
AAPL	2007-11-09	-0.057	-0.098	19,175,344	24,349,947,904	0.141	0.198	105.293999	143,810.796875	6,159,356,928	1,233,998,208
AAPL	2007-11-16	-0.074	-0.017	19,071,776	24,515,131,392	0.138	0.212	152.143997	145,668.90625	6,216,999,936	1,565,716,736
AAPL	2007-11-23	-0.071	0.003	19,071,776	24,515,131,392	0.138	0.208	92.011002	150,204.203125	6,525,272,576	1,095,410,048
AAPL	2007-11-30	-0.052	0.019	17,566,544	24,515,135,488	0.135	0.187	117.348	159,544.5	6,833,545,216	1,202,485,248
AAPL	2007-12-07	-0.056	-0.004	17,566,544	24,515,131,392	0.135	0.191	109.438004	170,110.5	7,141,818,880	918,709,824
AAPL	2007-12-14	-0.083	-0.027	17,566,544	24,515,133,440	0.135	0.218	106.813004	166,702.90625	7,450,091,008	919,579,008
AAPL	2007-12-21	-0.074	0.009	20,141,648	24,515,133,440	0.139	0.213	91.343002	169,767.296875	7,758,363,648	968,558,592
AAPL	2007-12-28	-0.069	0.005	20,141,648	24,515,133,440	0.138	0.207	85.949997	174,964.5	8,066,636,288	669,777,472
AAPL	2008-01-04	-0.043	0.025	21,286,014	24,515,133,440	0.14	0.183	89.890999	157,632.296875	8,374,908,928	979,102,528
AAPL	2008-01-11	-0.121	-0.077	21,286,014	24,515,125,248	0.141	0.261	84.296997	151,209.296875	8,683,182,080	1,625,030,400
AAPL	2008-01-18	-0.121	-0.001	18,673,538	24,515,131,392	0.132	0.254	181.186005	141,280.703125	8,991,454,208	1,827,955,456
AAPL	2008-01-25	-0.144	-0.022	18,673,538	24,515,119,104	0.132	0.276	146.600006	113,823.703125	9,299,727,360	2,342,082,560
AAPL	2008-02-01	-0.138	0.005	19,072,912	24,608,520,192	0.128	0.266	119.470001	117,554.898438	9,607,999,488	1,234,859,264
AAPL	2008-02-08	-0.147	-0.008	19,072,912	24,608,526,336	0.127	0.274	208.537994	110,270.796875	9,446,769,664	1,410,570,624
AAPL	2008-02-15	-0.107	0.04	22,269,360	24,608,514,048	0.143	0.25	109.028	109,532.492188	9,285,538,816	1,050,268,608
AAPL	2008-02-22	-0.106	0.001	22,269,360	24,608,509,952	0.143	0.249	72.969002	104,979.898438	9,124,307,968	1,110,119,552
AAPL	2008-02-29	-0.028	0.078	22,269,360	24,608,509,952	0.143	0.171	110.902	109,877	8,963,077,120	1,422,107,008
AAPL	2008-03-07	-0.107	-0.079	25,050,144	24,608,520,192	0.146	0.253	77.170998	107,440.796875	8,801,846,272	1,460,884,992
AAPL	2008-03-14	-0.093	0.015	25,050,144	24,608,516,096	0.146	0.238	111.222	111,279.703125	8,640,615,424	1,128,381,056
AAPL	2008-03-21	-0.099	-0.006	22,845,632	24,608,507,904	0.143	0.242	71.543999	117,136.492188	8,479,384,576	1,049,260,992
AAPL	2008-03-28	-0.057	0.042	22,845,632	24,608,520,192	0.143	0.2	174.862	125,675.703125	8,318,153,728	1,003,166,976
AAPL	2008-04-04	-0.094	-0.037	23,694,320	24,608,524,288	0.146	0.239	123.671997	134,534.796875	8,156,922,880	950,316,992
AAPL	2008-04-11	-0.093	0.001	23,694,320	24,608,524,288	0.146	0.238	78.855003	129,317.796875	7,995,692,544	1,042,371,392
AAPL	2008-04-18	-0.066	0.027	22,188,976	24,608,520,192	0.148	0.213	112.240997	141,548.203125	7,834,461,696	813,986,432
AAPL	2008-04-25	-0.097	-0.032	22,188,976	24,608,512,000	0.147	0.245	121.827003	149,176.796875	7,673,230,848	1,334,291,200
AAPL	2008-05-02	-0.098	-0.001	18,424,224	24,685,436,928	0.135	0.233	128.783005	159,517.296875	7,512,000,000	951,974,528
AAPL	2008-05-09	-0.066	0.032	18,424,224	24,685,438,976	0.135	0.201	172.520996	161,739.015625	7,507,999,744	900,543,808
AAPL	2008-05-16	-0.078	-0.012	17,386,288	24,685,432,832	0.131	0.209	164.266006	165,417.09375	7,504,000,000	839,520,000
AAPL	2008-05-23	-0.117	-0.039	17,386,288	24,685,441,024	0.131	0.248	147.623001	159,714.796875	7,500,000,256	1,037,395,968
AAPL	2008-05-30	-0.039	0.078	19,527,042	24,685,430,784	0.139	0.178	163.048004	166,404.5	7,496,000,000	697,813,760
AAPL	2008-06-06	-0.055	-0.016	19,527,042	24,685,428,736	0.139	0.194	104.313004	163,664.40625	7,491,999,744	775,842,624
AAPL	2008-06-13	-0.094	-0.039	19,527,042	24,685,428,736	0.139	0.233	109.844002	151,963.5	7,488,000,000	1,329,035,264
AAPL	2008-06-20	-0.096	-0.003	17,575,904	24,685,428,736	0.129	0.225	134.425003	154,530.796875	7,484,000,256	888,634,176
AAPL	2008-06-27	-0.131	-0.034	17,575,904	24,685,432,832	0.128	0.259	101.654999	149,964	7,480,000,000	764,807,808
AAPL	2008-07-04	-0.119	0.012	20,352,898	24,685,432,832	0.137	0.255	63.976002	149,988.703125	7,475,999,744	789,089,728
AAPL	2008-07-11	-0.095	0.024	20,352,898	24,685,428,736	0.136	0.231	154.891998	152,136.296875	7,472,000,000	875,043,776
AAPL	2008-07-18	-0.079	0.016	19,158,864	24,685,436,928	0.134	0.213	58.873001	145,594.703125	7,468,000,256	859,965,376
AAPL	2008-07-25	-0.091	-0.012	19,158,864	24,804,526,080	0.133	0.224	125.344002	143,618.203125	7,464,000,000	1,155,017,216
AAPL	2008-08-01	-0.099	-0.008	25,146,016	24,804,521,984	0.148	0.247	129.509995	138,781.296875	7,492,733,440	674,420,800
AAPL	2008-08-08	-0.077	0.022	25,146,016	24,804,528,128	0.148	0.225	62.284	150,191.40625	7,521,466,880	691,735,616
AAPL	2008-08-15	-0.042	0.034	21,559,376	24,804,526,080	0.141	0.183	59.452	155,698	7,550,199,808	797,896,384
AAPL	2008-08-22	-0.07	-0.028	21,559,376	24,804,513,792	0.141	0.211	130.300003	156,615.703125	7,578,933,248	530,904,992
AAPL	2008-08-29	-0.063	0.007	21,559,376	24,804,528,128	0.141	0.204	58.089001	150,191.40625	7,607,666,688	487,686,208
AAPL	2008-09-05	-0.101	-0.037	21,114,560	24,804,528,128	0.14	0.241	105.560997	141,906.703125	7,636,400,128	761,467,008
AAPL	2008-09-12	-0.091	0.009	21,114,560	24,804,513,792	0.14	0.231	139.054001	131,935.203125	7,665,133,568	1,005,662,016
AAPL	2008-09-19	-0.092	0	20,660,160	24,804,509,696	0.14	0.231	102.918999	124,816.296875	7,693,866,496	1,285,611,008
AAPL	2008-09-26	-0.102	-0.011	20,660,160	24,804,521,984	0.14	0.243	140.470001	113,604.703125	7,722,599,936	1,063,317,824
AAPL	2008-10-03	0.009	0.112	25,693,328	24,804,528,128	0.152	0.142	66.066002	85,997.296875	7,751,333,376	1,889,796,992
AAPL	2008-10-10	-0.076	-0.085	25,693,328	24,804,513,792	0.152	0.228	92.345001	85,749.203125	7,780,066,816	2,006,122,752
AAPL	2008-10-17	-0.064	0.011	22,363,488	24,804,515,840	0.152	0.216	133.365997	86,270.101563	7,808,799,744	1,769,399,040
AAPL	2008-10-24	-0.075	-0.01	22,363,488	24,804,532,224	0.152	0.227	143.917999	85,377.203125	7,837,533,184	1,851,425,408
AAPL	2008-10-31	0.018	0.093	24,199,232	24,804,530,176	0.164	0.145	112.795998	95,299	7,866,266,624	1,618,345,600
AAPL	2008-11-07	-0.121	-0.139	24,199,232	24,890,198,016	0.164	0.284	151.959	87,339.703125	7,895,000,064	1,225,480,448
AAPL	2008-11-14	-0.029	0.092	24,199,232	24,890,195,968	0.163	0.192	91.547997	80,221.101563	8,101,545,472	1,357,337,984
AAPL	2008-11-21	-0.064	-0.035	28,083,360	24,890,202,112	0.173	0.237	72.710999	73,401.203125	8,308,090,880	1,366,041,344
AAPL	2008-11-28	-0.037	0.026	28,083,360	24,890,181,632	0.173	0.21	92.838997	82,386.492188	8,514,636,288	968,790,272
AAPL	2008-12-05	-0.047	-0.009	26,757,152	24,890,167,296	0.176	0.223	133.645996	83,556.296875	8,721,181,696	1,109,266,944
AAPL	2008-12-12	-0.064	-0.018	26,757,152	24,890,171,392	0.177	0.241	76.361	87,364.492188	8,927,727,616	1,081,695,360
AAPL	2008-12-19	-0.039	0.025	21,921,760	24,890,167,296	0.167	0.206	54.043999	79,997	9,134,272,512	987,692,032
AAPL	2008-12-26	-0.08	-0.041	21,921,760	24,890,177,536	0.166	0.245	61.952999	76,288.398438	9,340,818,432	514,857,760
AAPL	2009-01-02	-0.08	0	21,325,728	24,890,189,824	0.164	0.244	92.052002	80,669.101563	9,547,363,328	751,789,504
AAPL	2009-01-09	-0.067	0.013	21,325,728	24,890,171,392	0.164	0.23	124.542	80,519.703125	9,753,909,248	888,862,784
AAPL	2009-01-16	-0.068	-0.002	20,321,666	24,890,169,344	0.16	0.228	98.422997	73,177.101563	9,960,454,144	1,063,407,552
AAPL	2009-01-23	-0.082	-0.014	20,321,666	24,935,520,256	0.16	0.242	85.143997	78,696.492188	10,167,000,064	1,045,620,736
AAPL	2009-01-30	-0.062	0.02	19,261,360	24,935,505,920	0.158	0.22	87.266998	80,267.398438	10,012,846,080	683,177,984
AAPL	2009-02-06	-0.072	-0.009	19,261,360	24,935,512,064	0.158	0.229	107.999001	88,820.296875	9,858,692,096	680,486,784
AAPL	2009-02-13	-0.015	0.057	19,261,360	24,935,518,208	0.157	0.172	165.522995	88,321.601563	9,704,538,112	733,042,432
AAPL	2009-02-20	-0.073	-0.058	18,168,706	24,935,491,584	0.157	0.23	117.070999	81,214.898438	9,550,384,128	759,034,240
AAPL	2009-02-27	-0.073	0	18,168,706	24,935,516,160	0.157	0.23	131.860992	79,544.296875	9,396,231,168	752,733,376
AAPL	2009-03-06	-0.062	0.011	19,142,912	24,935,487,488	0.159	0.222	62.554001	75,953.507813	9,242,077,184	790,944,000
AAPL	2009-03-13	-0.059	0.003	19,142,912	24,935,491,584	0.159	0.218	78.830002	85,429	9,087,923,200	751,710,976
AAPL	2009-03-20	-0.031	0.028	19,134,720	24,935,501,824	0.161	0.192	112.792999	90,466	8,933,769,216	715,139,008
AAPL	2009-03-27	-0.07	-0.038	19,134,720	24,935,507,968	0.162	0.231	95.181	95,153.898438	8,779,615,232	612,550,400
AAPL	2009-04-03	-0.058	0.011	20,560,992	24,935,503,872	0.167	0.225	64.238998	103,307.796875	8,625,461,248	622,171,200
AAPL	2009-04-10	-0.047	0.011	20,560,992	24,935,503,872	0.167	0.214	71.264	106,474.601563	8,471,307,776	545,257,984
AAPL	2009-04-17	-0.034	0.013	20,269,456	24,935,503,872	0.174	0.208	54.911999	109,915.703125	8,317,153,792	469,536,384
AAPL	2009-04-24	-0.04	-0.005	20,269,456	24,979,073,024	0.173	0.213	84.864998	110,532.398438	8,162,999,808	672,368,000
AAPL	2009-05-01	0.032	0.072	20,556,448	24,979,070,976	0.173	0.14	36.243	113,504.898438	8,176,384,512	458,132,800
AAPL	2009-05-08	-0.058	-0.09	20,556,448	24,979,085,312	0.172	0.231	80.217003	115,253.507813	8,189,769,216	496,178,400
AAPL	2009-05-15	-0.064	-0.006	17,831,760	24,979,070,976	0.162	0.227	110.724998	109,208.492188	8,203,153,920	485,101,184
AAPL	2009-05-22	-0.067	-0.003	17,831,760	24,979,085,312	0.162	0.23	120.32	109,283.507813	8,216,538,624	385,158,400
AAPL	2009-05-29	-0.046	0.022	17,831,760	24,979,073,024	0.163	0.208	196.751999	121,148.492188	8,229,923,328	556,859,008
AAPL	2009-06-05	-0.033	0.013	18,332,496	24,979,079,168	0.161	0.194	146.723999	129,066.898438	8,243,307,520	531,454,784
AAPL	2009-06-12	-0.03	0.003	18,332,496	24,979,066,880	0.161	0.191	92.286003	122,197.601563	8,256,692,224	677,030,016
AAPL	2009-06-19	0.04	0.069	17,466,242	24,979,079,168	0.162	0.122	97.174004	124,420.796875	8,270,076,928	555,100,992
AAPL	2009-06-26	-0.028	-0.068	17,466,242	24,979,083,264	0.161	0.19	101.371002	127,068.601563	8,283,461,632	571,160,832
AAPL	2009-07-03	0.02	0.048	17,976,048	24,979,083,264	0.165	0.145	86.823997	124,920.398438	8,296,846,336	446,624,512
AAPL	2009-07-10	-0.004	-0.024	17,976,048	24,979,077,120	0.165	0.169	139.445999	123,571.507813	8,310,230,528	464,903,008
AAPL	2009-07-17	0.013	0.017	18,007,088	24,979,077,120	0.158	0.145	115.726997	135,386.59375	8,323,615,232	462,412,192
AAPL	2009-07-24	0.021	0.008	18,007,088	25,082,865,664	0.158	0.137	142.597	143,323.5	8,336,999,936	689,947,392
AAPL	2009-07-31	0.058	0.037	19,893,312	25,082,861,568	0.162	0.104	55.044998	146,358.5	8,446,499,840	414,233,216

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