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	2021-02-05	-0.048	0.053	99,897,232	16,788,096,000	0.185	0.233	14.073	2,295,940	109,757,849,600	87,600,000
AAPL	2021-02-12	-0.052	-0.004	99,897,232	16,788,096,000	0.185	0.237	21.891001	2,272,604.5	108,076,695,552	68,819,400
AAPL	2021-02-19	-0.055	-0.003	91,862,592	16,788,096,000	0.172	0.228	7.011	2,180,270	106,395,541,504	90,796,752
AAPL	2021-02-26	-0.116	-0.061	91,862,592	16,788,096,000	0.172	0.288	18.160999	2,035,724.5	104,714,387,456	137,197,792
AAPL	2021-03-05	-0.118	-0.002	88,329,664	16,788,096,000	0.165	0.283	6.47	2,038,410.625	103,033,233,408	132,401,000
AAPL	2021-03-12	-0.08	0.038	88,329,664	16,788,096,000	0.165	0.245	17.459	2,031,863.25	101,352,079,360	117,395,600
AAPL	2021-03-19	-0.027	0.053	100,799,312	16,788,096,000	0.174	0.201	17.349001	2,014,403.625	99,670,925,312	124,967,000
AAPL	2021-03-26	-0.092	-0.065	100,799,312	16,788,096,000	0.173	0.265	13.331	2,034,885.125	97,989,771,264	97,604,200
AAPL	2021-04-02	-0.04	0.052	107,011,008	16,788,096,000	0.18	0.22	21.969999	2,064,935.75	96,308,617,216	89,752,752
AAPL	2021-04-09	-0.05	-0.01	107,011,008	16,788,096,000	0.179	0.229	13.296	2,232,732.75	94,627,463,168	89,344,400
AAPL	2021-04-16	-0.067	-0.018	101,484,672	16,788,096,000	0.178	0.245	16.159	2,252,291	92,946,309,120	88,835,800
AAPL	2021-04-23	-0.055	0.012	101,484,672	16,788,093,952	0.178	0.233	18.737	2,254,977	91,265,155,072	84,249,200
AAPL	2021-04-30	-0.033	0.022	127,937,928	16,687,631,360	0.206	0.239	8.681	2,193,756	89,584,001,024	100,010,200
AAPL	2021-05-07	-0.039	-0.006	127,937,928	16,687,631,360	0.206	0.245	19.968	2,172,896.5	88,957,075,456	90,760,400
AAPL	2021-05-14	-0.008	0.032	127,937,928	16,687,631,360	0.208	0.216	8.467	2,126,838.5	88,330,149,888	102,464,600
AAPL	2021-05-21	-0.068	-0.061	82,710,352	16,687,631,360	0.166	0.234	19.219999	2,093,129.625	87,703,232,512	76,602,600
AAPL	2021-05-28	-0.085	-0.017	82,710,352	16,687,631,360	0.166	0.252	10.047	2,079,445.75	87,076,306,944	70,822,600
AAPL	2021-06-04	-0.062	0.024	94,747,256	16,687,632,384	0.178	0.24	28.490999	2,100,806	86,449,381,376	69,080,496
AAPL	2021-06-11	-0.071	-0.009	94,747,256	16,687,631,360	0.178	0.249	26.844	2,125,169.75	85,822,464,000	64,755,200
AAPL	2021-06-18	-0.039	0.032	123,121,920	16,687,629,312	0.204	0.243	18.966999	2,177,068.25	85,195,538,432	91,238,800
AAPL	2021-06-25	-0.028	0.011	123,121,920	16,687,631,360	0.204	0.232	12.582	2,221,290.5	84,568,612,864	70,650,800
AAPL	2021-07-02	-0.048	-0.02	108,937,944	16,687,629,312	0.19	0.238	12.641	2,335,600.75	83,941,695,488	64,055,200
AAPL	2021-07-09	-0.064	-0.016	108,937,944	16,687,631,360	0.19	0.254	6.346	2,421,542	83,314,769,920	104,433,248
AAPL	2021-07-16	0.016	0.08	90,213,528	16,687,631,360	0.183	0.167	22.552	2,442,902.25	82,687,844,352	100,094,000
AAPL	2021-07-23	-0.026	-0.041	90,213,528	16,687,631,360	0.183	0.209	10.038	2,479,114.5	82,060,926,976	87,694,200
AAPL	2021-07-30	-0.027	-0.001	96,355,312	16,530,165,760	0.196	0.223	12.756	2,411,090	81,434,001,408	82,442,600
AAPL	2021-08-06	-0.058	-0.031	96,355,312	16,530,165,760	0.197	0.255	29.422001	2,415,718.5	81,582,153,728	56,883,800
AAPL	2021-08-13	-0.035	0.023	96,355,312	16,530,165,760	0.198	0.233	15.708	2,464,647.75	81,730,306,048	59,915,800
AAPL	2021-08-20	0.023	0.059	93,114,832	16,530,165,760	0.198	0.174	6.786	2,449,605.5	81,878,458,368	85,064,200
AAPL	2021-08-27	0.002	-0.021	93,114,832	16,530,165,760	0.198	0.196	7.963	2,456,382.75	82,026,618,880	53,962,000
AAPL	2021-09-03	0.044	0.042	93,105,968	16,530,163,712	0.197	0.153	18.226	2,550,604.5	82,174,771,200	76,954,400
AAPL	2021-09-10	0.019	-0.024	93,105,968	16,530,165,760	0.197	0.178	13.183	2,462,498.75	82,322,923,520	88,032,000
AAPL	2021-09-17	0.066	0.047	96,838,696	16,530,165,760	0.204	0.138	9.329	2,414,396	82,471,075,840	96,699,000
AAPL	2021-09-24	0.053	-0.013	96,838,696	16,530,165,760	0.205	0.151	21.201	2,428,612	82,619,219,968	78,293,400
AAPL	2021-10-01	0.032	-0.021	100,926,640	16,530,167,808	0.206	0.174	14.073	2,358,028.25	82,767,388,672	87,907,800
AAPL	2021-10-08	0.026	-0.007	100,926,640	16,530,165,760	0.206	0.18	22.476	2,362,160.75	82,915,540,992	76,212,200
AAPL	2021-10-15	0.044	0.019	101,107,408	16,530,165,760	0.207	0.163	11.54	2,394,229.25	83,063,693,312	69,738,200
AAPL	2021-10-22	0.054	0.009	101,107,408	16,530,165,760	0.207	0.153	18.982	2,457,870.5	83,211,845,632	67,146,400
AAPL	2021-10-29	0.05	-0.004	101,107,408	16,406,396,928	0.208	0.158	10.971	2,457,678.25	83,359,997,952	76,567,200
AAPL	2021-11-05	0.038	-0.013	100,881,320	16,406,396,928	0.21	0.172	14.173	2,481,959.75	86,481,920,000	64,372,600
AAPL	2021-11-12	0.049	0.012	100,881,320	16,406,396,928	0.211	0.162	21.087	2,460,795.5	89,603,850,240	56,096,400
AAPL	2021-11-19	0.03	-0.019	100,495,544	16,406,396,928	0.213	0.183	22.736	2,634,047	92,725,772,288	91,333,600
AAPL	2021-11-26	0.043	0.014	100,495,544	16,406,396,928	0.213	0.17	15.718	2,572,687	95,847,694,336	88,719,752
AAPL	2021-12-03	0.012	-0.031	99,688,624	16,406,396,928	0.218	0.205	6.122	2,655,211.25	98,969,616,384	132,042,600
AAPL	2021-12-10	0.02	0.008	99,688,624	16,406,397,952	0.217	0.197	20.348	2,944,128	102,091,538,432	112,972,800
AAPL	2021-12-17	-0.015	-0.035	112,598,904	16,406,396,928	0.233	0.248	18.665001	2,807,790.75	105,213,460,480	150,164,400
AAPL	2021-12-24	0.016	0.031	112,598,904	16,406,397,952	0.233	0.218	11.95	2,892,119.75	108,335,382,528	87,162,000
AAPL	2021-12-31	0.029	0.013	113,277,024	16,406,396,928	0.227	0.198	11.698	2,913,284	111,457,304,576	66,396,800
AAPL	2022-01-07	0.031	0.003	113,277,024	16,406,397,952	0.226	0.195	19.395	2,824,689.5	114,579,234,816	92,727,000
AAPL	2022-01-14	0.056	0.024	113,277,024	16,406,396,928	0.226	0.17	11.17	2,839,455	117,701,156,864	83,030,400
AAPL	2022-01-21	0.004	-0.052	95,908,328	16,406,396,928	0.214	0.21	27.805	2,664,563	120,823,078,912	99,188,248
AAPL	2022-01-28	-0.039	-0.043	95,908,328	16,319,440,896	0.215	0.254	10.894	2,779,690.5	123,945,009,152	133,073,800
AAPL	2022-02-04	0.042	0.081	90,492,584	16,319,440,896	0.209	0.167	16.475	2,813,308.5	121,893,691,392	89,140,200
AAPL	2022-02-11	0.021	-0.022	90,492,584	16,319,440,896	0.208	0.187	20.421	2,752,110.5	119,842,381,824	78,811,000
AAPL	2022-02-18	0.023	0.003	91,388,112	16,319,440,896	0.202	0.178	17.417999	2,730,242.5	117,791,080,448	71,966,200
AAPL	2022-02-25	-0.037	-0.061	91,388,112	16,319,439,872	0.202	0.239	9.395	2,690,259.75	115,739,770,880	102,426,496
AAPL	2022-03-04	0.01	0.047	108,944,704	16,319,440,896	0.217	0.208	15.638	2,662,843.25	113,688,461,312	82,723,600
AAPL	2022-03-11	-0.01	-0.019	108,944,704	16,319,440,896	0.217	0.227	9.639	2,525,107	111,637,151,744	102,432,000
AAPL	2022-03-18	0.008	0.017	110,322,488	16,319,440,896	0.219	0.211	8.584	2,676,062	109,585,842,176	99,626,600
AAPL	2022-03-25	0.024	0.017	110,322,488	16,319,440,896	0.219	0.195	22.84	2,851,332.75	107,534,540,800	87,487,000
AAPL	2022-04-01	0.052	0.028	111,286,792	16,319,440,896	0.221	0.169	16.672001	2,844,641.75	105,483,231,232	90,639,800
AAPL	2022-04-08	0.034	-0.019	111,286,792	16,319,440,896	0.221	0.187	11.088	2,775,773.75	103,431,921,664	77,382,400
AAPL	2022-04-15	0.03	-0.004	101,969,096	16,319,441,920	0.213	0.183	8.608	2,697,440.5	101,380,612,096	73,781,248
AAPL	2022-04-22	0.033	0.003	101,969,096	16,319,441,920	0.213	0.18	20.091999	2,640,322.5	99,329,310,720	74,722,600
AAPL	2022-04-29	0.037	0.004	103,292,184	16,185,181,184	0.214	0.177	14.842	2,551,593.75	97,278,001,152	104,568,800
AAPL	2022-05-06	-0.011	-0.047	103,292,184	16,185,180,160	0.214	0.225	18.426001	2,545,605.5	96,176,537,600	112,891,800
AAPL	2022-05-13	-0.013	-0.002	103,292,184	16,185,180,160	0.215	0.227	6.739	2,381,002	95,075,074,048	136,354,000
AAPL	2022-05-20	0.058	0.07	103,977,280	16,185,180,160	0.215	0.157	15.11	2,226,919	93,973,618,688	108,339,800
AAPL	2022-05-27	0.002	-0.056	103,977,280	16,185,181,184	0.215	0.213	16.051001	2,421,950.5	92,872,155,136	98,333,200
AAPL	2022-06-03	0.03	0.028	108,695,928	16,185,180,160	0.217	0.187	9.452	2,353,001.5	91,770,691,584	84,169,248
AAPL	2022-06-10	-0.001	-0.031	108,695,928	16,185,181,184	0.217	0.219	13.28	2,219,474	90,669,228,032	70,386,200
AAPL	2022-06-17	0.072	0.073	113,283,280	16,185,181,184	0.217	0.145	14.03	2,129,322.5	89,567,772,672	107,183,600
AAPL	2022-06-24	0.044	-0.028	113,283,280	16,185,180,160	0.217	0.173	15.09	2,292,792.75	88,466,309,120	75,480,248
AAPL	2022-07-01	0.06	0.016	120,066,688	16,185,182,208	0.221	0.161	12.146	2,248,607.25	87,364,845,568	73,127,200
AAPL	2022-07-08	0.037	-0.023	120,066,688	16,185,181,184	0.221	0.184	11.83	2,379,869	86,263,382,016	68,631,504
AAPL	2022-07-15	0.047	0.011	112,994,368	16,185,180,160	0.21	0.163	8.515	2,430,528.5	85,161,926,656	72,442,400
AAPL	2022-07-22	0.058	0.01	112,994,368	16,185,180,160	0.21	0.152	16.423	2,493,974.5	84,060,463,104	71,749,600
AAPL	2022-07-29	0.086	0.028	112,994,368	16,070,753,280	0.211	0.125	17.591	2,611,658	82,958,999,552	71,059,200
AAPL	2022-08-05	0.065	-0.021	104,993,160	16,070,751,232	0.207	0.143	17.716	2,657,298.75	83,511,844,864	63,454,200
AAPL	2022-08-12	0.079	0.015	104,993,160	16,070,752,256	0.207	0.128	17.4	2,765,776.5	84,064,690,176	63,205,600
AAPL	2022-08-19	0.066	-0.013	107,535,584	16,070,752,256	0.211	0.145	9.32	2,756,455.5	84,617,535,488	63,672,800
AAPL	2022-08-26	0.081	0.014	107,535,584	16,070,753,280	0.211	0.131	11.493	2,629,496.5	85,170,380,800	60,834,800
AAPL	2022-09-02	0.065	-0.015	115,400,888	16,070,753,280	0.22	0.154	16.055	2,503,984.25	85,723,234,304	76,782,600
AAPL	2022-09-09	0.081	0.016	115,400,888	16,070,753,280	0.219	0.138	14.233	2,529,054.25	86,276,079,616	77,998,256
AAPL	2022-09-16	0.029	-0.052	113,066,592	16,070,752,256	0.22	0.19	14.884	2,421,862.25	86,828,924,928	112,965,600
AAPL	2022-09-23	0.014	-0.015	113,066,592	16,070,753,280	0.22	0.206	7.269	2,417,523.25	87,381,770,240	93,763,600
AAPL	2022-09-30	0.005	-0.009	116,076,944	16,070,753,280	0.216	0.211	19.599001	2,220,978	87,934,615,552	114,602,200
AAPL	2022-10-07	0.057	0.053	116,076,944	16,070,751,232	0.216	0.159	8.537	2,251,351.5	88,487,460,864	86,800,400
AAPL	2022-10-14	0.004	-0.054	116,076,944	16,070,752,256	0.216	0.213	18.128	2,223,870.75	89,040,306,176	84,510,600
AAPL	2022-10-21	-0.003	-0.006	103,251,184	16,070,751,232	0.206	0.208	17.377001	2,366,739.5	89,593,151,488	78,991,400
AAPL	2022-10-28	0	0.003	103,251,184	15,908,117,504	0.207	0.207	14.275	2,477,530.25	90,145,996,800	101,873,800
AAPL	2022-11-04	-0.011	-0.012	108,664,760	15,908,118,528	0.209	0.221	22.65	2,201,365.5	92,075,139,072	101,356,600
AAPL	2022-11-11	-0.002	0.009	108,664,760	15,908,118,528	0.21	0.212	8.278	2,381,445.5	94,004,289,536	91,788,808
AAPL	2022-11-18	0.024	0.026	103,178,672	15,908,119,552	0.208	0.184	17.739	2,406,739.25	95,933,431,808	76,249,800
AAPL	2022-11-25	0.025	0.001	103,178,672	15,908,119,552	0.208	0.183	17.635	2,356,151.5	97,862,574,080	50,848,248
AAPL	2022-12-02	0.037	0.012	114,431,896	15,908,119,552	0.224	0.187	13.703	2,351,379	99,791,716,352	79,609,008
AAPL	2022-12-09	0.012	-0.025	114,431,896	15,908,117,504	0.223	0.211	14.561	2,261,498	101,720,858,624	68,044,200
AAPL	2022-12-16	0.072	0.06	125,719,920	15,908,119,552	0.239	0.168	9.548	2,139,801	103,650,000,896	100,531,000
AAPL	2022-12-23	0.047	-0.025	125,719,920	15,908,118,528	0.239	0.192	9.197	2,097,644.5	105,579,143,168	76,725,400
AAPL	2022-12-30	0.07	0.023	121,757,432	15,908,119,552	0.231	0.161	4.765	2,066,941.75	107,508,285,440	76,439,752

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