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	2019-03-08	-0.037	0.017	39,903,200	18,861,119,488	0.122	0.159	21.409	815,309.625	74,196,541,440	93,423,800
AAPL	2019-03-15	0.034	0.071	96,832,512	18,861,119,488	0.201	0.167	17.051001	877,607.875	72,173,846,528	126,506,800
AAPL	2019-03-22	-0.026	-0.06	96,832,512	18,861,119,488	0.201	0.227	14.629	900,863.6875	70,151,151,616	145,874,592
AAPL	2019-03-29	-0.015	0.012	96,832,512	18,861,119,488	0.201	0.216	20.791	895,658	68,128,460,800	134,270,800
AAPL	2019-04-05	-0.056	-0.041	72,751,648	18,861,121,536	0.169	0.225	24.084999	928,910.1875	66,105,769,984	89,232,400
AAPL	2019-04-12	-0.04	0.016	72,751,648	18,861,121,536	0.169	0.209	24.108	937,737.1875	64,083,075,072	105,605,400
AAPL	2019-04-19	-0.045	-0.006	67,786,000	18,861,121,536	0.165	0.211	20.915001	961,257	62,060,384,256	96,335,752
AAPL	2019-04-26	-0.049	-0.004	67,786,000	18,861,119,488	0.165	0.214	26.267	963,331.6875	60,037,693,440	77,996,208
AAPL	2019-05-03	-0.067	-0.017	61,003,840	18,403,952,640	0.16	0.227	29.503	974,268.375	58,014,998,528	149,164,608
AAPL	2019-05-10	-0.1	-0.033	61,003,840	18,404,298,752	0.16	0.259	19.702	907,240	57,691,459,584	138,930,800
AAPL	2019-05-17	-0.096	0.004	52,669,472	18,404,298,752	0.153	0.249	31.871	869,603.1875	57,367,924,736	149,132,192
AAPL	2019-05-24	-0.071	0.025	52,669,472	18,404,298,752	0.153	0.224	21.045	823,445.1875	57,044,385,792	125,576,000
AAPL	2019-05-31	-0.089	-0.018	49,550,336	18,404,298,752	0.148	0.238	37.208	805,501	56,720,846,848	104,691,504
AAPL	2019-06-07	-0.143	-0.054	49,550,336	18,404,298,752	0.148	0.291	63.722	874,903.625	56,397,307,904	123,478,600
AAPL	2019-06-14	-0.087	0.056	49,550,336	18,404,298,752	0.148	0.235	32.931999	886,811.1875	56,073,768,960	89,474,400
AAPL	2019-06-21	-0.08	0.007	51,257,104	18,404,298,752	0.145	0.225	27.429001	914,601.6875	55,750,230,016	105,327,200
AAPL	2019-06-28	-0.076	0.004	51,257,104	18,404,298,752	0.146	0.222	49.686001	910,644.8125	55,426,691,072	93,895,000
AAPL	2019-07-05	-0.095	-0.019	47,003,504	18,404,298,752	0.137	0.232	36.828999	939,668.3125	55,103,152,128	72,879,504
AAPL	2019-07-12	-0.084	0.011	47,003,504	18,404,298,752	0.137	0.221	29.674	935,398.5	54,779,617,280	81,280,800
AAPL	2019-07-19	-0.065	0.02	43,448,528	18,404,298,752	0.124	0.189	41.188	932,141	54,456,078,336	69,946,600
AAPL	2019-07-26	-0.121	-0.056	43,448,528	18,404,298,752	0.124	0.245	36.956001	955,827.3125	54,132,539,392	69,722,400
AAPL	2019-08-02	-0.159	-0.038	42,428,960	18,076,721,152	0.125	0.283	21.707001	922,003.125	53,809,000,448	175,816,400
AAPL	2019-08-09	-0.13	0.028	42,428,960	18,076,719,104	0.125	0.255	23.031	908,319	54,596,001,792	138,569,200
AAPL	2019-08-16	-0.127	0.003	43,005,952	18,076,721,152	0.13	0.256	29.091	933,210.6875	55,382,999,040	130,612,800
AAPL	2019-08-23	-0.133	-0.006	43,005,952	18,076,721,152	0.13	0.262	36.118	915,766.625	56,170,000,384	113,653,400
AAPL	2019-08-30	-0.095	0.038	45,594,256	18,076,719,104	0.132	0.227	47.724998	943,333.625	56,957,001,728	88,073,200
AAPL	2019-09-06	-0.086	0.009	45,594,256	18,076,721,152	0.133	0.219	39.985001	963,760.3125	57,743,998,976	82,455,248
AAPL	2019-09-13	-0.098	-0.012	45,594,256	18,076,721,152	0.132	0.231	16.596001	988,579.6875	58,531,000,320	140,293,792
AAPL	2019-09-20	-0.078	0.021	39,517,328	18,076,721,152	0.12	0.198	50.769001	983,952	59,318,001,664	116,282,192
AAPL	2019-09-27	-0.096	-0.018	39,517,328	18,076,721,152	0.12	0.216	53.5	988,887	60,104,998,912	94,227,600
AAPL	2019-10-04	-0.096	0	42,651,632	18,076,721,152	0.128	0.224	73.080002	1,025,890	60,892,000,256	130,705,000
AAPL	2019-10-11	-0.084	0.012	42,651,632	18,076,719,104	0.127	0.211	40.455002	1,067,484.5	61,679,001,600	120,123,800
AAPL	2019-10-18	-0.074	0.01	43,933,888	18,076,719,104	0.125	0.198	33.691002	1,068,370.25	62,465,998,848	86,609,400
AAPL	2019-10-25	-0.103	-0.03	43,933,888	18,076,719,104	0.125	0.228	47.856998	1,114,339.375	63,253,000,192	80,570,800
AAPL	2019-11-01	-0.09	0.014	48,022,672	17,773,060,096	0.132	0.221	42.848999	1,136,676.125	64,040,001,536	130,844,200
AAPL	2019-11-08	-0.086	0.004	48,022,672	17,773,060,096	0.132	0.218	22.313	1,155,871	66,176,847,872	84,811,200
AAPL	2019-11-15	-0.078	0.008	45,151,760	17,773,060,096	0.133	0.211	41.584999	1,180,842.125	68,313,694,208	92,529,200
AAPL	2019-11-22	-0.076	0.002	45,151,760	17,773,056,000	0.133	0.209	41.528	1,163,157.875	70,450,536,448	91,248,400
AAPL	2019-11-29	-0.06	0.016	45,151,760	17,773,328,384	0.134	0.193	52.807999	1,187,471.5	72,587,386,880	75,404,752
AAPL	2019-12-06	-0.09	-0.03	46,016,352	17,773,056,000	0.138	0.228	34.609001	1,202,827.375	74,724,229,120	92,072,000
AAPL	2019-12-13	-0.076	0.013	46,016,352	17,773,060,096	0.138	0.214	23.377001	1,222,555.5	76,861,079,552	113,926,800
AAPL	2019-12-20	-0.069	0.008	63,489,584	17,773,060,096	0.164	0.232	29.704	1,241,626	78,997,921,792	146,672,992
AAPL	2019-12-27	-0.052	0.017	63,489,584	17,773,060,096	0.164	0.215	29.613001	1,287,658.25	81,134,772,224	96,724,752
AAPL	2020-01-03	-0.047	0.004	50,745,584	17,773,060,096	0.144	0.191	32.624001	1,321,569.25	83,271,614,464	131,852,752
AAPL	2020-01-10	-0.049	-0.002	50,745,584	17,773,056,000	0.144	0.193	48.16	1,378,869.5	85,408,464,896	133,823,000
AAPL	2020-01-17	-0.056	-0.007	45,514,896	17,773,060,096	0.133	0.188	47.992001	1,416,210.75	87,545,307,136	130,259,600
AAPL	2020-01-24	-0.053	0.003	45,514,896	17,773,060,096	0.133	0.186	41.167999	1,414,344.625	89,682,157,568	115,445,504
AAPL	2020-01-31	-0.088	-0.034	41,597,440	17,501,921,280	0.13	0.218	68.586998	1,354,246.125	91,818,999,808	173,420,992
AAPL	2020-02-07	-0.067	0.021	41,597,440	17,501,919,232	0.13	0.197	50.299	1,400,276.125	89,241,616,384	130,508,000
AAPL	2020-02-14	-0.053	0.014	41,597,440	17,501,919,232	0.131	0.184	36.046001	1,421,803.5	86,664,232,960	98,452,800
AAPL	2020-02-21	-0.054	-0.001	41,543,664	17,501,919,232	0.137	0.191	30.813	1,369,752.75	84,086,849,536	119,254,496
AAPL	2020-02-28	-0.114	-0.06	41,543,664	17,501,921,280	0.137	0.251	43.25	1,196,081.25	81,509,457,920	279,814,592
AAPL	2020-03-06	-0.107	0.007	40,890,848	17,501,919,232	0.14	0.247	31.459	1,264,636.25	78,932,074,496	258,760,000
AAPL	2020-03-13	-0.05	0.058	40,890,848	17,501,919,232	0.14	0.19	43.389999	1,216,260.875	76,354,691,072	321,660,800
AAPL	2020-03-20	-0.125	-0.075	29,008,496	17,501,919,232	0.115	0.24	48.778999	1,003,035	73,777,307,648	322,610,592
AAPL	2020-03-27	-0.126	-0.001	29,008,496	17,501,919,232	0.116	0.242	86.109001	1,083,981.25	71,199,924,224	275,547,392
AAPL	2020-04-03	-0.061	0.066	38,427,900	17,501,919,232	0.125	0.185	41.136002	1,056,275.875	68,622,536,704	166,738,208
AAPL	2020-04-10	-0.134	-0.073	38,427,900	17,501,919,232	0.124	0.258	37.397999	1,172,593.625	66,045,153,280	182,142,752
AAPL	2020-04-17	-0.067	0.067	39,059,440	17,501,919,232	0.127	0.194	27.316999	1,237,385.75	63,467,773,952	165,909,600
AAPL	2020-04-24	-0.06	0.007	39,059,440	17,501,919,232	0.127	0.187	53.667	1,238,138.25	60,890,386,432	134,662,000
AAPL	2020-05-01	-0.041	0.019	34,636,192	17,337,339,904	0.122	0.163	47.361	1,252,917.5	58,312,998,912	157,363,600
AAPL	2020-05-08	-0.049	-0.008	34,636,192	17,337,339,904	0.123	0.171	41.409	1,344,198.625	58,418,536,448	134,583,200
AAPL	2020-05-15	-0.058	-0.009	30,124,912	17,337,339,904	0.113	0.171	64.725998	1,333,709.625	58,524,078,080	165,536,192
AAPL	2020-05-22	-0.052	0.006	30,124,912	17,337,339,904	0.112	0.164	51.393002	1,382,167.375	58,629,615,616	106,619,800
AAPL	2020-05-29	-0.054	-0.002	30,124,912	17,337,339,904	0.113	0.167	43.993	1,378,058.5	58,735,153,152	131,465,248
AAPL	2020-06-05	-0.077	-0.022	33,592,432	17,337,341,952	0.117	0.193	53.854	1,436,832.125	58,840,690,688	99,002,192
AAPL	2020-06-12	-0.098	-0.021	33,592,432	17,337,341,952	0.117	0.214	63.488998	1,468,472.75	58,946,232,320	161,392,000
AAPL	2020-06-19	-0.048	0.049	34,194,064	17,337,339,904	0.117	0.165	55.730999	1,515,803.625	59,051,769,856	155,309,792
AAPL	2020-06-26	-0.055	-0.007	34,194,064	17,337,341,952	0.117	0.172	74.091003	1,532,742.25	59,157,307,392	175,731,008
AAPL	2020-07-03	-0.027	0.028	34,828,288	17,337,339,904	0.119	0.146	39.09	1,578,183.375	59,262,844,928	122,285,248
AAPL	2020-07-10	-0.053	-0.026	34,828,288	17,337,341,952	0.119	0.172	46.375	1,662,997.75	59,368,386,560	111,516,000
AAPL	2020-07-17	-0.032	0.021	33,962,848	17,337,339,904	0.105	0.137	48.445	1,670,071.25	59,473,924,096	140,888,608
AAPL	2020-07-24	-0.096	-0.064	33,962,848	17,337,339,904	0.104	0.2	41.355999	1,605,697.75	59,579,461,632	131,608,200
AAPL	2020-07-31	-0.052	0.044	35,234,592	17,102,534,656	0.107	0.159	44.314999	1,817,315.5	59,684,999,168	161,419,808
AAPL	2020-08-07	-0.11	-0.058	35,234,592	17,102,536,704	0.107	0.217	35.18	1,900,297	60,070,617,088	200,127,808
AAPL	2020-08-14	-0.065	0.045	35,234,592	17,102,536,704	0.107	0.172	56.284	1,965,201.125	60,456,230,912	186,069,792
AAPL	2020-08-21	-0.1	-0.034	26,502,368	17,102,536,704	0.094	0.193	58.637001	2,127,042.5	60,841,844,736	165,947,392
AAPL	2020-08-28	-0.092	0.008	26,502,368	17,102,534,656	0.094	0.186	121.433998	2,134,533.25	61,227,462,656	211,012,624
AAPL	2020-09-04	-0.142	-0.05	23,658,752	17,102,534,656	0.087	0.229	48.728001	2,068,722.75	61,613,076,480	231,133,792
AAPL	2020-09-11	-0.139	0.002	23,658,752	17,102,534,656	0.087	0.227	41.987999	1,915,484	61,998,690,304	190,356,752
AAPL	2020-09-18	-0.05	0.089	79,684,336	17,102,534,656	0.17	0.221	14.129	1,827,234.875	62,384,308,224	187,284,800
AAPL	2020-09-25	-0.068	-0.018	79,684,336	17,102,536,704	0.17	0.238	30.882	1,920,272.75	62,769,922,048	168,229,600
AAPL	2020-10-02	-0.028	0.041	90,218,872	17,102,536,704	0.175	0.202	15.395	1,932,928.625	63,155,539,968	127,282,800
AAPL	2020-10-09	-0.039	-0.012	90,218,872	17,102,534,656	0.175	0.214	27.761	2,000,483.625	63,541,153,792	108,775,200
AAPL	2020-10-16	-0.067	-0.028	88,087,880	17,102,534,656	0.174	0.241	16.410999	2,035,543.75	63,926,767,616	174,740,400
AAPL	2020-10-23	-0.061	0.006	88,087,880	17,102,534,656	0.174	0.235	26.096001	1,967,475.75	64,312,385,536	103,532,600
AAPL	2020-10-30	-0.066	-0.005	83,252,520	17,001,802,752	0.169	0.235	14.823	1,850,816.25	64,697,999,360	135,999,600
AAPL	2020-11-06	-0.061	0.005	83,252,520	17,001,800,704	0.169	0.23	25.351999	2,017,943.875	68,293,459,968	121,677,200
AAPL	2020-11-13	-0.058	0.003	83,252,520	17,001,800,704	0.17	0.227	14.791	2,027,634.875	71,888,920,576	117,039,000
AAPL	2020-11-20	-0.078	-0.02	80,528,384	17,001,802,752	0.165	0.244	21.212	1,994,991.375	75,484,381,184	77,137,000
AAPL	2020-11-27	-0.048	0.031	80,528,384	17,001,802,752	0.165	0.212	21.388	1,982,240.125	79,079,849,984	90,519,248
AAPL	2020-12-04	-0.039	0.008	87,564,488	17,001,800,704	0.175	0.214	19.583	2,078,470.25	82,675,310,592	108,312,600
AAPL	2020-12-11	-0.05	-0.011	87,564,488	17,001,802,752	0.176	0.225	17.438	2,081,190.625	86,270,771,200	90,455,800
AAPL	2020-12-18	0.002	0.052	89,985,312	17,001,802,752	0.18	0.178	7.364	2,153,363.25	89,866,231,808	124,351,600
AAPL	2020-12-25	-0.076	-0.078	89,985,312	17,001,800,704	0.18	0.256	30.771	2,243,727.75	93,461,692,416	108,298,744
AAPL	2021-01-01	0.002	0.078	94,721,416	17,001,800,704	0.184	0.182	13.237	2,255,969	97,057,153,024	110,143,992
AAPL	2021-01-08	-0.075	-0.077	94,721,416	17,001,802,752	0.185	0.26	10.833	2,245,088	100,652,613,632	121,747,600
AAPL	2021-01-15	-0.027	0.048	91,091,816	17,001,800,704	0.169	0.196	22.124001	2,161,609	104,248,074,240	96,211,000
AAPL	2021-01-22	-0.101	-0.074	91,091,816	17,001,800,704	0.17	0.271	18.683001	2,364,440.5	107,843,534,848	107,166,248
AAPL	2021-01-29	-0.102	-0.001	91,091,816	16,788,093,952	0.171	0.272	8.492	2,215,357	111,439,003,648	142,812,992

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