Datasets:

paperswithbacktest
/

Stocks-Weekly-ShortOverShorted

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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	2020-10-16	-0.077	-0.049	88,087,880	17,102,534,656	0.173	0.25	22.711	2,035,543.75	63,926,767,616	174,740,400
AAPL	2020-10-23	-0.079	-0.002	88,087,880	17,102,534,656	0.173	0.252	14.095	1,967,475.75	64,312,385,536	103,532,600
AAPL	2020-10-30	-0.066	0.013	83,252,520	17,001,802,752	0.169	0.234	23.559	1,850,816.25	64,697,999,360	135,999,600
AAPL	2020-11-06	-0.064	0.001	83,252,520	17,001,800,704	0.169	0.233	16.429001	2,017,943.875	68,293,459,968	121,677,200
AAPL	2020-11-13	-0.062	0.003	83,252,520	17,001,800,704	0.169	0.231	16.017	2,027,634.875	71,888,920,576	117,039,000
AAPL	2020-11-20	-0.067	-0.006	80,528,384	17,001,802,752	0.165	0.232	12.351	1,994,991.375	75,484,381,184	77,137,000
AAPL	2020-11-27	-0.061	0.006	80,528,384	17,001,802,752	0.164	0.225	26.667	1,982,240.125	79,079,849,984	90,519,248
AAPL	2020-12-04	-0.017	0.044	87,564,488	17,001,800,704	0.175	0.191	17.780001	2,078,470.25	82,675,310,592	108,312,600
AAPL	2020-12-11	-0.037	-0.02	87,564,488	17,001,802,752	0.175	0.212	11.252	2,081,190.625	86,270,771,200	90,455,800
AAPL	2020-12-18	0.025	0.062	89,985,312	17,001,802,752	0.18	0.155	16.292999	2,153,363.25	89,866,231,808	124,351,600
AAPL	2020-12-25	-0.05	-0.075	89,985,312	17,001,800,704	0.18	0.23	26.429001	2,243,727.75	93,461,692,416	108,298,744
AAPL	2021-01-01	-0.005	0.045	94,721,416	17,001,800,704	0.183	0.189	16.513	2,255,969	97,057,153,024	110,143,992
AAPL	2021-01-08	-0.049	-0.044	94,721,416	17,001,802,752	0.184	0.233	33.523998	2,245,088	100,652,613,632	121,747,600
AAPL	2021-01-15	-0.023	0.026	91,091,816	17,001,800,704	0.169	0.192	35.077	2,161,609	104,248,074,240	96,211,000
AAPL	2021-01-22	-0.1	-0.076	91,091,816	17,001,800,704	0.169	0.269	29.780001	2,364,440.5	107,843,534,848	107,166,248
AAPL	2021-01-29	-0.073	0.027	91,091,816	16,788,093,952	0.17	0.243	15.866	2,215,357	111,439,003,648	142,812,992
AAPL	2021-02-05	-0.048	0.025	99,897,232	16,788,096,000	0.185	0.232	5.833	2,295,940	109,757,849,600	87,600,000
AAPL	2021-02-12	-0.051	-0.003	99,897,232	16,788,096,000	0.184	0.235	13.339	2,272,604.5	108,076,695,552	68,819,400
AAPL	2021-02-19	-0.033	0.018	91,862,592	16,788,096,000	0.171	0.205	6.243	2,180,270	106,395,541,504	90,796,752
AAPL	2021-02-26	-0.089	-0.056	91,862,592	16,788,096,000	0.171	0.261	10.07	2,035,724.5	104,714,387,456	137,197,792
AAPL	2021-03-05	-0.085	0.004	88,329,664	16,788,096,000	0.164	0.248	22.944	2,038,410.625	103,033,233,408	132,401,000
AAPL	2021-03-12	-0.078	0.007	88,329,664	16,788,096,000	0.164	0.242	17.530001	2,031,863.25	101,352,079,360	117,395,600
AAPL	2021-03-19	-0.015	0.062	100,799,312	16,788,096,000	0.173	0.188	12.176	2,014,403.625	99,670,925,312	124,967,000
AAPL	2021-03-26	-0.064	-0.049	100,799,312	16,788,096,000	0.172	0.236	11.72	2,034,885.125	97,989,771,264	97,604,200
AAPL	2021-04-02	-0.035	0.029	107,011,008	16,788,096,000	0.179	0.215	6.878	2,064,935.75	96,308,617,216	89,752,752
AAPL	2021-04-09	-0.028	0.007	107,011,008	16,788,096,000	0.178	0.206	18.756001	2,232,732.75	94,627,463,168	89,344,400
AAPL	2021-04-16	-0.029	-0.001	101,484,672	16,788,096,000	0.177	0.206	6.215	2,252,291	92,946,309,120	88,835,800
AAPL	2021-04-23	-0.026	0.003	101,484,672	16,788,093,952	0.177	0.203	12.927	2,254,977	91,265,155,072	84,249,200
AAPL	2021-04-30	0.001	0.027	127,937,928	16,687,631,360	0.205	0.204	9.041	2,193,756	89,584,001,024	100,010,200
AAPL	2021-05-07	-0.022	-0.023	127,937,928	16,687,631,360	0.205	0.227	15.123	2,172,896.5	88,957,075,456	90,760,400
AAPL	2021-05-14	0.008	0.031	127,937,928	16,687,631,360	0.207	0.198	19.452	2,126,838.5	88,330,149,888	102,464,600
AAPL	2021-05-21	-0.057	-0.065	82,710,352	16,687,631,360	0.165	0.222	23.941999	2,093,129.625	87,703,232,512	76,602,600
AAPL	2021-05-28	-0.049	0.008	82,710,352	16,687,631,360	0.165	0.214	12.993	2,079,445.75	87,076,306,944	70,822,600
AAPL	2021-06-04	-0.034	0.016	94,747,256	16,687,632,384	0.176	0.21	24.118	2,100,806	86,449,381,376	69,080,496
AAPL	2021-06-11	-0.046	-0.012	94,747,256	16,687,631,360	0.177	0.223	18.021999	2,125,169.75	85,822,464,000	64,755,200
AAPL	2021-06-18	-0.001	0.045	123,121,920	16,687,629,312	0.203	0.204	15.396	2,177,068.25	85,195,538,432	91,238,800
AAPL	2021-06-25	-0.018	-0.017	123,121,920	16,687,631,360	0.202	0.22	11.504	2,221,290.5	84,568,612,864	70,650,800
AAPL	2021-07-02	-0.014	0.004	108,937,944	16,687,629,312	0.189	0.203	10.165	2,335,600.75	83,941,695,488	64,055,200
AAPL	2021-07-09	-0.039	-0.024	108,937,944	16,687,631,360	0.189	0.228	22.591	2,421,542	83,314,769,920	104,433,248
AAPL	2021-07-16	0.011	0.05	90,213,528	16,687,631,360	0.181	0.17	18.976	2,442,902.25	82,687,844,352	100,094,000
AAPL	2021-07-23	-0.011	-0.022	90,213,528	16,687,631,360	0.182	0.192	15.968	2,479,114.5	82,060,926,976	87,694,200
AAPL	2021-07-30	-0.003	0.008	96,355,312	16,530,165,760	0.195	0.198	12.755	2,411,090	81,434,001,408	82,442,600
AAPL	2021-08-06	-0.04	-0.036	96,355,312	16,530,165,760	0.195	0.235	7.596	2,415,718.5	81,582,153,728	56,883,800
AAPL	2021-08-13	-0.026	0.014	96,355,312	16,530,165,760	0.196	0.222	14.426	2,464,647.75	81,730,306,048	59,915,800
AAPL	2021-08-20	0.022	0.047	93,114,832	16,530,165,760	0.196	0.174	26.034	2,449,605.5	81,878,458,368	85,064,200
AAPL	2021-08-27	-0.001	-0.022	93,114,832	16,530,165,760	0.196	0.197	20.611	2,456,382.75	82,026,618,880	53,962,000
AAPL	2021-09-03	0.019	0.02	93,105,968	16,530,163,712	0.195	0.176	20.257	2,550,604.5	82,174,771,200	76,954,400
AAPL	2021-09-10	0.017	-0.002	93,105,968	16,530,165,760	0.195	0.178	16.791	2,462,498.75	82,322,923,520	88,032,000
AAPL	2021-09-17	0.079	0.062	96,838,696	16,530,165,760	0.202	0.123	9.339	2,414,396	82,471,075,840	96,699,000
AAPL	2021-09-24	0.04	-0.039	96,838,696	16,530,165,760	0.203	0.163	28.415001	2,428,612	82,619,219,968	78,293,400
AAPL	2021-10-01	0.041	0.001	100,926,640	16,530,167,808	0.205	0.163	17.375	2,358,028.25	82,767,388,672	87,907,800
AAPL	2021-10-08	0.039	-0.002	100,926,640	16,530,165,760	0.204	0.166	19.066	2,362,160.75	82,915,540,992	76,212,200
AAPL	2021-10-15	0.034	-0.005	101,107,408	16,530,165,760	0.205	0.171	22.5	2,394,229.25	83,063,693,312	69,738,200
AAPL	2021-10-22	0.044	0.01	101,107,408	16,530,165,760	0.205	0.161	14.162	2,457,870.5	83,211,845,632	67,146,400
AAPL	2021-10-29	0.034	-0.01	101,107,408	16,406,396,928	0.206	0.172	16.615999	2,457,678.25	83,359,997,952	76,567,200
AAPL	2021-11-05	0.039	0.005	100,881,320	16,406,396,928	0.208	0.169	12.183	2,481,959.75	86,481,920,000	64,372,600
AAPL	2021-11-12	0.017	-0.022	100,881,320	16,406,396,928	0.209	0.192	19.145	2,460,795.5	89,603,850,240	56,096,400
AAPL	2021-11-19	0.026	0.009	100,495,544	16,406,396,928	0.211	0.185	16.075001	2,634,047	92,725,772,288	91,333,600
AAPL	2021-11-26	0.035	0.008	100,495,544	16,406,396,928	0.211	0.177	16.533001	2,572,687	95,847,694,336	88,719,752
AAPL	2021-12-03	0.01	-0.025	99,688,624	16,406,396,928	0.216	0.206	14.475	2,655,211.25	98,969,616,384	132,042,600
AAPL	2021-12-10	0.022	0.012	99,688,624	16,406,397,952	0.215	0.193	13.381	2,944,128	102,091,538,432	112,972,800
AAPL	2021-12-17	0.006	-0.015	112,598,904	16,406,396,928	0.231	0.224	11.234	2,807,790.75	105,213,460,480	150,164,400
AAPL	2021-12-24	0.022	0.015	112,598,904	16,406,397,952	0.231	0.209	18.528	2,892,119.75	108,335,382,528	87,162,000
AAPL	2021-12-31	0.011	-0.01	113,277,024	16,406,396,928	0.224	0.213	14.532	2,913,284	111,457,304,576	66,396,800
AAPL	2022-01-07	0.032	0.02	113,277,024	16,406,397,952	0.224	0.193	14.462	2,824,689.5	114,579,234,816	92,727,000
AAPL	2022-01-14	0.054	0.022	113,277,024	16,406,396,928	0.224	0.17	26.945999	2,839,455	117,701,156,864	83,030,400
AAPL	2022-01-21	0.007	-0.047	95,908,328	16,406,396,928	0.213	0.206	16.122999	2,664,563	120,823,078,912	99,188,248
AAPL	2022-01-28	-0.027	-0.034	95,908,328	16,319,440,896	0.213	0.24	20.757	2,779,690.5	123,945,009,152	133,073,800
AAPL	2022-02-04	0.044	0.071	90,492,584	16,319,440,896	0.207	0.163	28.381001	2,813,308.5	121,893,691,392	89,140,200
AAPL	2022-02-11	0.012	-0.032	90,492,584	16,319,440,896	0.206	0.194	16.997	2,752,110.5	119,842,381,824	78,811,000
AAPL	2022-02-18	0.007	-0.005	91,388,112	16,319,440,896	0.2	0.193	18.847	2,730,242.5	117,791,080,448	71,966,200
AAPL	2022-02-25	-0.039	-0.045	91,388,112	16,319,439,872	0.2	0.239	21.379999	2,690,259.75	115,739,770,880	102,426,496
AAPL	2022-03-04	0.02	0.058	108,944,704	16,319,440,896	0.215	0.195	11.954	2,662,843.25	113,688,461,312	82,723,600
AAPL	2022-03-11	-0.03	-0.05	108,944,704	16,319,440,896	0.215	0.245	11.976	2,525,107	111,637,151,744	102,432,000
AAPL	2022-03-18	0.003	0.033	110,322,488	16,319,440,896	0.217	0.214	14.067	2,676,062	109,585,842,176	99,626,600
AAPL	2022-03-25	0.016	0.013	110,322,488	16,319,440,896	0.217	0.201	13.7	2,851,332.75	107,534,540,800	87,487,000
AAPL	2022-04-01	0.018	0.002	111,286,792	16,319,440,896	0.219	0.201	14.357	2,844,641.75	105,483,231,232	90,639,800
AAPL	2022-04-08	0.021	0.003	111,286,792	16,319,440,896	0.219	0.198	16.278	2,775,773.75	103,431,921,664	77,382,400
AAPL	2022-04-15	-0.009	-0.03	101,969,096	16,319,441,920	0.211	0.22	18.655001	2,697,440.5	101,380,612,096	73,781,248
AAPL	2022-04-22	0.023	0.032	101,969,096	16,319,441,920	0.211	0.188	19.297001	2,640,322.5	99,329,310,720	74,722,600
AAPL	2022-04-29	0.045	0.022	103,292,184	16,185,181,184	0.213	0.168	8.883	2,551,593.75	97,278,001,152	104,568,800
AAPL	2022-05-06	-0.009	-0.054	103,292,184	16,185,180,160	0.213	0.221	26.639999	2,545,605.5	96,176,537,600	112,891,800
AAPL	2022-05-13	-0.007	0.001	103,292,184	16,185,180,160	0.213	0.22	12.831	2,381,002	95,075,074,048	136,354,000
AAPL	2022-05-20	0.048	0.055	103,977,280	16,185,180,160	0.213	0.165	14.518	2,226,919	93,973,618,688	108,339,800
AAPL	2022-05-27	-0.041	-0.089	103,977,280	16,185,181,184	0.213	0.254	12.675	2,421,950.5	92,872,155,136	98,333,200
AAPL	2022-06-03	-0.008	0.034	108,695,928	16,185,180,160	0.216	0.223	12.568	2,353,001.5	91,770,691,584	84,169,248
AAPL	2022-06-10	-0.023	-0.016	108,695,928	16,185,181,184	0.215	0.239	10.902	2,219,474	90,669,228,032	70,386,200
AAPL	2022-06-17	0.063	0.086	113,283,280	16,185,181,184	0.215	0.152	6.024	2,129,322.5	89,567,772,672	107,183,600
AAPL	2022-06-24	0.042	-0.021	113,283,280	16,185,180,160	0.215	0.173	12.126	2,292,792.75	88,466,309,120	75,480,248
AAPL	2022-07-01	0.051	0.009	120,066,688	16,185,182,208	0.22	0.168	10.74	2,248,607.25	87,364,845,568	73,127,200
AAPL	2022-07-08	0.046	-0.006	120,066,688	16,185,181,184	0.219	0.173	13.818	2,379,869	86,263,382,016	68,631,504
AAPL	2022-07-15	0.011	-0.034	112,994,368	16,185,180,160	0.209	0.197	9.823	2,430,528.5	85,161,926,656	72,442,400
AAPL	2022-07-22	0.03	0.018	112,994,368	16,185,180,160	0.208	0.178	16.9	2,493,974.5	84,060,463,104	71,749,600
AAPL	2022-07-29	0.067	0.037	112,994,368	16,070,753,280	0.209	0.142	14.547	2,611,658	82,958,999,552	71,059,200
AAPL	2022-08-05	0.052	-0.014	104,993,160	16,070,751,232	0.205	0.153	11.659	2,657,298.75	83,511,844,864	63,454,200
AAPL	2022-08-12	0.053	0	104,993,160	16,070,752,256	0.205	0.153	9.146	2,765,776.5	84,064,690,176	63,205,600
AAPL	2022-08-19	0.048	-0.005	107,535,584	16,070,752,256	0.21	0.162	12.319	2,756,455.5	84,617,535,488	63,672,800
AAPL	2022-08-26	0.058	0.01	107,535,584	16,070,753,280	0.21	0.152	12.514	2,629,496.5	85,170,380,800	60,834,800
AAPL	2022-09-02	0.026	-0.032	115,400,888	16,070,753,280	0.218	0.192	13.227	2,503,984.25	85,723,234,304	76,782,600
AAPL	2022-09-09	0.063	0.037	115,400,888	16,070,753,280	0.217	0.154	10.89	2,529,054.25	86,276,079,616	77,998,256

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