Datasets:

paperswithbacktest
/

Stocks-Weekly-ShortOverShorted

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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	2023-01-06	-0.003	-0.073	121,757,432	15,908,118,528	0.231	0.233	5.631	2,062,010.25	109,437,427,712	91,778,000
AAPL	2023-01-13	0.051	0.053	121,757,432	15,908,119,552	0.231	0.18	10.048	2,143,778	111,366,569,984	66,381,200
AAPL	2023-01-20	0.062	0.011	124,024,568	15,908,119,552	0.235	0.173	0.544	2,193,252.25	113,295,712,256	67,498,752
AAPL	2023-01-27	0.065	0.003	124,024,568	15,908,119,552	0.234	0.169	14.442	2,321,471.75	115,224,854,528	66,789,200
AAPL	2023-02-03	0.104	0.039	121,868,920	15,821,945,856	0.238	0.134	8.959	2,444,490.75	117,153,996,800	92,223,992
AAPL	2023-02-10	0.095	-0.009	121,868,920	15,821,945,856	0.238	0.143	23.222	2,389,272	115,437,232,128	65,349,000
AAPL	2023-02-17	0.101	0.007	115,480,344	15,821,945,856	0.234	0.132	17.275	2,413,638	113,720,459,264	62,629,800
AAPL	2023-02-24	0.082	-0.019	115,480,344	15,821,944,832	0.234	0.152	7.916	2,321,237.75	112,003,694,592	54,097,752
AAPL	2023-03-03	0.108	0.026	104,341,256	15,821,945,856	0.224	0.115	7.961	2,389,588.5	110,286,921,728	54,543,800
AAPL	2023-03-10	0.053	-0.055	104,341,256	15,821,945,856	0.224	0.171	18.879	2,349,559	108,570,157,056	62,298,600
AAPL	2023-03-17	0.051	-0.002	110,773,312	15,821,944,832	0.229	0.179	8.704	2,452,401.5	106,853,384,192	81,545,000
AAPL	2023-03-24	0.082	0.032	110,773,312	15,821,944,832	0.229	0.147	13.344	2,535,466.75	105,136,611,328	68,146,600
AAPL	2023-03-31	0.049	-0.034	107,424,880	15,821,946,880	0.22	0.171	12.477	2,609,039	103,419,846,656	52,301,200
AAPL	2023-04-07	0.061	0.013	107,424,880	15,821,944,832	0.22	0.159	17.774	2,605,241.5	101,703,073,792	48,864,248
AAPL	2023-04-14	0.066	0.005	107,424,880	15,821,944,832	0.22	0.154	27.483	2,613,943.75	99,986,309,120	51,382,000
AAPL	2023-04-21	0.064	-0.002	111,566,048	15,821,944,832	0.22	0.156	12.772	2,610,937.5	98,269,536,256	49,082,800
AAPL	2023-04-28	0.081	0.017	111,566,048	15,821,945,856	0.22	0.139	19.054001	2,684,667.75	96,552,771,584	50,115,200
AAPL	2023-05-05	0.073	-0.009	114,987,960	15,728,701,440	0.225	0.153	8.1	2,730,030.75	94,835,998,720	67,989,400
AAPL	2023-05-12	0.084	0.011	114,987,960	15,728,701,440	0.226	0.142	8.165	2,714,302	93,833,003,008	48,866,600
AAPL	2023-05-19	0.09	0.007	124,657,648	15,728,702,464	0.234	0.144	15.307	2,755,039.5	92,829,999,104	51,534,000
AAPL	2023-05-26	0.087	-0.004	124,657,648	15,728,703,488	0.234	0.147	13.254	2,759,286.25	91,827,003,392	49,315,200
AAPL	2023-06-02	0.075	-0.012	109,878,752	15,728,701,440	0.216	0.141	9.174	2,846,108.5	90,823,999,488	70,146,496
AAPL	2023-06-09	0.069	-0.006	109,878,752	15,728,702,464	0.216	0.147	13.415	2,846,266	89,821,003,776	69,236,200
AAPL	2023-06-16	0.09	0.021	117,654,784	15,728,702,464	0.226	0.136	13.779	2,908,551.5	88,817,999,872	64,764,000
AAPL	2023-06-23	0.074	-0.016	117,654,784	15,728,702,464	0.226	0.152	8.785	2,936,234	87,814,995,968	50,745,500
AAPL	2023-06-30	0.086	0.012	121,254,448	15,728,701,440	0.231	0.145	15.333	3,050,896.25	86,812,000,256	55,673,800
AAPL	2023-07-07	0.078	-0.008	121,254,448	15,728,703,488	0.231	0.153	19.249001	2,999,149	85,808,988,160	42,655,752
AAPL	2023-07-14	0.102	0.024	121,254,448	15,728,702,464	0.231	0.129	15.971	2,999,306.25	84,806,000,640	49,387,200
AAPL	2023-07-21	0.082	-0.02	117,870,224	15,728,701,440	0.227	0.146	17.16	3,018,967	83,802,996,736	59,650,400
AAPL	2023-07-28	0.091	0.009	117,870,224	15,728,702,464	0.227	0.136	12.283	3,080,151.75	82,800,001,024	44,219,200
AAPL	2023-08-04	0.093	0.002	126,626,608	15,634,232,320	0.24	0.147	11.014	2,845,274	81,796,997,120	57,903,400
AAPL	2023-08-11	0.097	0.005	126,626,608	15,634,232,320	0.241	0.143	21.004	2,779,610	82,389,385,216	65,380,600
AAPL	2023-08-18	0.084	-0.013	105,460,144	15,634,230,272	0.222	0.137	19.023001	2,728,017	82,981,773,312	50,331,600
AAPL	2023-08-25	0.067	-0.018	105,460,144	15,634,232,320	0.222	0.155	10.188	2,792,430.25	83,574,153,216	48,065,400
AAPL	2023-09-01	0.077	0.01	88,852,352	15,634,230,272	0.2	0.124	16.594999	2,962,061.5	84,166,541,312	52,147,800
AAPL	2023-09-08	0.039	-0.038	88,852,352	15,634,232,320	0.2	0.162	21.525	2,785,707.5	84,758,921,216	75,839,504
AAPL	2023-09-15	0.055	0.016	102,091,712	15,634,232,320	0.214	0.159	11.791	2,736,147	85,351,309,312	80,058,800
AAPL	2023-09-22	0.055	0	102,091,712	15,634,233,344	0.214	0.159	15.091	2,732,707.5	85,943,689,216	58,157,600
AAPL	2023-09-29	0.059	0.004	102,091,712	15,634,232,320	0.214	0.156	25.049	2,676,737	86,536,077,312	56,969,200
AAPL	2023-10-06	0.054	-0.005	107,325,920	15,634,231,296	0.218	0.164	30.096001	2,774,919.75	87,128,465,408	51,841,600
AAPL	2023-10-13	0.078	0.024	107,325,920	15,634,232,320	0.218	0.14	6.016	2,796,182.5	87,720,845,312	48,105,600
AAPL	2023-10-20	0.057	-0.02	94,725,640	15,634,231,296	0.203	0.146	11.037	2,702,846	88,313,233,408	56,954,400
AAPL	2023-10-27	0.025	-0.033	94,725,640	15,634,231,296	0.202	0.177	19.295	2,629,990.5	88,905,613,312	56,589,000
AAPL	2023-11-03	0.033	0.008	93,026,128	15,552,751,616	0.202	0.169	23.309	2,747,393.5	89,498,001,408	59,395,600
AAPL	2023-11-10	0.041	0.008	93,026,128	15,552,752,640	0.202	0.161	13.641	2,899,033	91,811,618,816	60,243,400
AAPL	2023-11-17	0.061	0.021	98,190,960	15,552,751,616	0.211	0.149	21.479	2,950,201.5	94,125,228,032	52,016,000
AAPL	2023-11-24	0.049	-0.012	98,190,960	15,552,751,616	0.21	0.161	6.325	2,954,556.25	96,438,845,440	36,867,496
AAPL	2023-12-01	0.082	0.032	105,837,120	15,552,750,592	0.218	0.136	17.990999	2,974,308.25	98,752,462,848	40,970,200
AAPL	2023-12-08	0.059	-0.022	105,837,120	15,552,750,592	0.217	0.158	5.133	3,043,829	101,066,080,256	49,804,200
AAPL	2023-12-15	0.087	0.028	110,653,416	15,552,751,616	0.226	0.139	17.922001	3,072,757.25	103,379,689,472	72,172,200
AAPL	2023-12-22	0.075	-0.013	110,653,416	15,552,750,592	0.225	0.151	15.251	3,011,012.75	105,693,306,880	45,128,400
AAPL	2023-12-29	0.054	-0.02	110,653,416	15,552,751,616	0.226	0.172	16.554001	2,994,371.25	108,006,924,288	38,187,000
AAPL	2024-01-05	0.079	0.025	120,233,720	15,552,751,616	0.236	0.156	12.472	2,817,847.5	110,320,541,696	67,196,000
AAPL	2024-01-12	0.05	-0.029	120,233,720	15,552,752,640	0.236	0.186	10.617	2,891,567.75	112,634,150,912	47,045,400
AAPL	2024-01-19	0.05	0	108,220,160	15,552,752,640	0.228	0.178	14.639	2,979,285.25	114,947,768,320	64,624,500
AAPL	2024-01-26	0.094	0.045	108,220,160	15,552,751,616	0.228	0.133	9.262	2,992,660.5	117,261,385,728	50,856,400
AAPL	2024-02-02	0.03	-0.065	101,263,040	15,441,880,064	0.219	0.19	14.998	2,869,873.5	119,575,003,136	62,263,600
AAPL	2024-02-09	0.093	0.063	101,263,040	15,441,881,088	0.22	0.128	14.528	2,916,199.25	117,357,920,256	49,225,200
AAPL	2024-02-16	0.079	-0.013	99,244,672	15,441,881,088	0.223	0.143	11.995	2,815,209.25	115,140,845,568	51,765,200
AAPL	2024-02-23	0.082	0.003	99,244,672	15,441,880,064	0.222	0.14	16.606001	2,818,452	112,923,762,688	46,020,500
AAPL	2024-03-01	0.073	-0.009	97,665,952	15,441,880,064	0.212	0.139	20.528999	2,774,288.25	110,706,696,192	70,135,600
AAPL	2024-03-08	0.044	-0.029	97,665,952	15,441,881,088	0.212	0.168	26.235001	2,636,392.25	108,489,613,312	77,224,200
AAPL	2024-03-15	0.06	0.016	111,927,680	15,441,882,112	0.228	0.168	12.137	2,665,577.5	106,272,538,624	72,398,400
AAPL	2024-03-22	0.058	-0.002	111,927,680	15,441,881,088	0.228	0.17	10.103	2,660,327.25	104,055,463,936	71,599,200
AAPL	2024-03-29	0.081	0.023	111,927,680	15,441,882,112	0.228	0.146	11.821	2,647,973.75	101,838,381,056	58,536,000
AAPL	2024-04-05	0.046	-0.035	110,863,064	15,441,881,088	0.216	0.17	19.346001	2,618,634.25	99,621,306,368	46,726,800
AAPL	2024-04-12	0.077	0.031	108,782,648	15,441,880,064	0.216	0.138	14.62	2,726,264	97,404,231,680	64,075,800
AAPL	2024-04-19	0.054	-0.024	108,782,648	15,441,882,112	0.216	0.163	17.205999	2,547,910.5	95,187,156,992	60,905,000
AAPL	2024-04-26	0.061	0.008	108,782,648	15,441,881,088	0.216	0.155	12.933	2,614,310.5	92,970,074,112	47,716,600
AAPL	2024-05-03	0.028	-0.034	101,912,592	15,334,081,536	0.208	0.18	9.09	2,811,964	90,752,999,424	82,011,600
AAPL	2024-05-10	0.043	0.015	101,912,592	15,334,081,536	0.208	0.165	15.184	2,806,903.75	90,370,228,224	58,740,200
AAPL	2024-05-17	0.008	-0.035	94,308,264	15,334,081,536	0.197	0.189	32.035	2,911,482	89,987,465,216	56,764,600
AAPL	2024-05-24	0.027	0.019	94,308,264	15,334,082,560	0.197	0.171	22.908001	2,913,169	89,604,694,016	41,399,800
AAPL	2024-05-31	0.063	0.036	99,287,448	15,334,081,536	0.207	0.144	23.583	2,947,977.25	89,221,922,816	57,343,000
AAPL	2024-06-07	0.021	-0.042	99,287,448	15,334,082,560	0.206	0.185	17.236	3,019,127.5	88,839,151,616	48,427,200
AAPL	2024-06-14	-0.005	-0.026	99,287,448	15,334,081,536	0.206	0.211	17.409	3,258,339	88,456,388,608	125,146,400
AAPL	2024-06-21	0.015	0.02	113,523,600	15,334,081,536	0.219	0.203	15.287	3,181,668.75	88,073,617,408	125,062,000
AAPL	2024-06-28	0.014	-0.002	113,523,600	15,334,082,560	0.219	0.205	13.292	3,229,664.5	87,690,846,208	66,066,000
AAPL	2024-07-05	0.052	0.038	153,405,584	15,334,081,536	0.252	0.2	10.204	3,470,716	87,308,075,008	53,719,500
AAPL	2024-07-12	0.057	0.005	153,405,584	15,334,081,536	0.253	0.196	9.118	3,535,119.25	86,925,303,808	57,215,600
AAPL	2024-07-19	0.046	-0.011	132,235,440	15,334,081,536	0.225	0.18	4.839	3,439,588	86,542,540,800	53,349,600
AAPL	2024-07-26	0.034	-0.012	132,235,440	15,334,081,536	0.225	0.192	12.505	3,342,216.5	86,159,769,600	46,965,800
AAPL	2024-08-02	0.06	0.026	135,383,184	15,204,136,960	0.232	0.172	7.493	3,342,781.5	85,776,998,400	55,339,000
AAPL	2024-08-09	-0.021	-0.081	135,383,184	15,204,135,936	0.233	0.254	23.184999	3,287,742.5	86,481,076,224	65,963,000
AAPL	2024-08-16	0.074	0.095	117,696,224	15,204,136,960	0.22	0.146	7.936	3,436,895.25	87,185,154,048	41,325,200
AAPL	2024-08-23	0.04	-0.034	117,696,224	15,204,137,984	0.221	0.181	10.2	3,448,906.5	87,889,231,872	36,224,000
AAPL	2024-08-30	0.095	0.055	121,598,768	15,204,137,984	0.224	0.13	14.231	3,481,747.5	88,593,317,888	40,957,600
AAPL	2024-09-06	0.031	-0.064	121,598,768	15,204,136,960	0.224	0.193	11.822	3,357,377.5	89,297,387,520	43,532,248
AAPL	2024-09-13	0.056	0.026	121,598,768	15,204,136,960	0.224	0.168	9.588	3,382,920.5	90,001,465,344	46,780,200
AAPL	2024-09-20	0.029	-0.028	135,042,496	15,204,136,960	0.237	0.208	12.459	3,469,583.75	90,705,534,976	109,072,400
AAPL	2024-09-27	0.04	0.011	135,042,496	15,204,137,984	0.237	0.197	7.839	3,463,350.5	91,409,612,800	40,455,200
AAPL	2024-10-04	0.031	-0.009	130,539,888	15,204,136,960	0.23	0.2	6.732	3,448,298.25	92,113,690,624	43,707,000
AAPL	2024-10-11	0.02	-0.011	130,539,888	15,204,137,984	0.23	0.211	9.854	3,459,701.5	92,817,768,448	32,211,200
AAPL	2024-10-18	0.091	0.072	141,741,376	15,204,137,984	0.247	0.156	12.775	3,572,972.25	93,521,846,272	42,709,800
AAPL	2024-10-25	0.09	-0.001	141,741,376	15,204,136,960	0.248	0.158	13.883	3,518,389.25	94,225,924,096	38,386,200
AAPL	2024-11-01	0.069	-0.021	140,919,648	15,115,822,080	0.245	0.176	11.745	3,369,468	94,930,001,920	46,259,000
AAPL	2024-11-08	0.049	-0.02	140,919,648	15,115,823,104	0.245	0.196	12.185	3,430,687.25	97,189,232,640	40,582,200
AAPL	2024-11-15	0.05	0.001	133,040,192	15,115,823,104	0.24	0.19	11.119	3,401,060.25	99,448,463,360	44,108,400
AAPL	2024-11-22	0.069	0.019	133,040,192	15,115,823,104	0.24	0.171	9.213	3,474,674.25	101,707,694,080	38,211,800
AAPL	2024-11-29	0.044	-0.024	133,040,192	15,115,823,104	0.24	0.196	8.848	3,587,438.25	103,966,924,800	48,365,000

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