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	2024-08-16	0.046	0.086	117,696,224	15,204,136,960	0.218	0.172	13.882	3,436,895.25	87,185,154,048	41,325,200
AAPL	2024-08-23	0.022	-0.024	117,696,224	15,204,137,984	0.218	0.197	20.865999	3,448,906.5	87,889,231,872	36,224,000
AAPL	2024-08-30	0.068	0.047	121,598,768	15,204,137,984	0.222	0.154	12.941	3,481,747.5	88,593,317,888	40,957,600
AAPL	2024-09-06	0.033	-0.035	121,598,768	15,204,136,960	0.222	0.189	10.955	3,357,377.5	89,297,387,520	43,532,248
AAPL	2024-09-13	0.046	0.013	121,598,768	15,204,136,960	0.222	0.176	15.762	3,382,920.5	90,001,465,344	46,780,200
AAPL	2024-09-20	0.055	0.009	135,042,496	15,204,136,960	0.234	0.179	9.024	3,469,583.75	90,705,534,976	109,072,400
AAPL	2024-09-27	0.001	-0.053	135,042,496	15,204,137,984	0.234	0.232	10.553	3,463,350.5	91,409,612,800	40,455,200
AAPL	2024-10-04	0.014	0.013	130,539,888	15,204,136,960	0.228	0.213	14.442	3,448,298.25	92,113,690,624	43,707,000
AAPL	2024-10-11	0.013	-0.002	130,539,888	15,204,137,984	0.228	0.215	18.870001	3,459,701.5	92,817,768,448	32,211,200
AAPL	2024-10-18	0.073	0.06	141,741,376	15,204,137,984	0.244	0.171	6.856	3,572,972.25	93,521,846,272	42,709,800
AAPL	2024-10-25	0.074	0	141,741,376	15,204,136,960	0.245	0.171	13.497	3,518,389.25	94,225,924,096	38,386,200
AAPL	2024-11-01	0.069	-0.004	140,919,648	15,115,822,080	0.242	0.173	14.49	3,369,468	94,930,001,920	46,259,000
AAPL	2024-11-08	0.044	-0.025	140,919,648	15,115,823,104	0.242	0.198	12.514	3,430,687.25	97,189,232,640	40,582,200
AAPL	2024-11-15	0.04	-0.005	133,040,192	15,115,823,104	0.237	0.197	7.612	3,401,060.25	99,448,463,360	44,108,400
AAPL	2024-11-22	0.046	0.006	133,040,192	15,115,823,104	0.237	0.191	9.166	3,474,674.25	101,707,694,080	38,211,800
AAPL	2024-11-29	0.039	-0.007	133,040,192	15,115,823,104	0.237	0.199	7.639	3,587,438.25	103,966,924,800	48,365,000
AAPL	2024-12-06	0.067	0.028	141,037,856	15,115,823,104	0.243	0.176	21.468	3,670,726.5	106,226,155,520	38,858,800
AAPL	2024-12-13	0.033	-0.034	141,037,856	15,115,823,104	0.244	0.211	9.288	3,750,689.25	108,485,386,240	36,646,000
AAPL	2024-12-20	0.066	0.034	154,104,752	15,115,822,080	0.261	0.195	16.164	3,846,825.75	110,744,616,960	72,844,400
AAPL	2024-12-27	0.031	-0.035	154,104,752	15,115,823,104	0.261	0.23	12.365	3,863,453.25	113,003,847,680	33,423,998
AAPL	2025-01-03	0.049	0.018	156,458,272	15,115,823,104	0.26	0.21	15.757	3,678,586.5	115,263,078,400	42,756,000
AAPL	2025-01-10	0.055	0.005	156,458,272	15,115,823,104	0.26	0.205	6.924	3,580,182.75	117,522,309,120	46,310,500
AAPL	2025-01-17	0.052	-0.003	157,008,128	15,115,823,104	0.255	0.203	7.976	3,476,337	119,781,539,840	53,829,000
AAPL	2025-01-24	0.059	0.007	157,008,128	15,115,823,104	0.256	0.197	9.82	3,367,503	122,040,770,560	69,282,248
AAPL	2025-01-31	-0.01	-0.069	135,189,472	15,022,072,832	0.232	0.242	13.199	3,545,209.25	124,300,001,280	74,558,000
AAPL	2025-02-07	-0.009	0.001	135,189,472	15,022,072,832	0.231	0.241	7.264	3,419,474.5	122,073,767,936	45,485,400
AAPL	2025-02-14	-0.005	0.004	135,189,472	15,022,071,808	0.232	0.237	4.292	3,674,399	119,847,534,592	45,317,400
AAPL	2025-02-21	0.019	0.024	124,917,520	15,022,071,808	0.224	0.206	14.228	3,688,670	117,621,309,440	41,635,000
AAPL	2025-02-28	-0.014	-0.033	124,917,520	15,022,071,808	0.225	0.239	12.62	3,632,938	115,395,076,096	48,352,004
AAPL	2025-03-07	-0.015	-0.001	127,893,856	15,022,071,808	0.224	0.239	13.127	3,591,327	113,168,842,752	47,930,800
AAPL	2025-03-14	-0.005	0.01	127,893,856	15,022,072,832	0.225	0.229	8.759	3,207,062.5	110,942,617,600	66,446,200
AAPL	2025-03-21	0.011	0.016	134,441,152	15,022,072,832	0.232	0.22	18.406	3,278,868	108,716,384,256	57,576,200
AAPL	2025-03-28	0.005	-0.006	134,441,152	15,022,072,832	0.232	0.227	12.741	3,273,309.75	106,490,150,912	38,047,996
AAPL	2025-04-04	-0.006	-0.011	129,678,472	15,022,071,808	0.222	0.228	11.28	2,829,858	104,263,925,760	73,389,600
AAPL	2025-04-11	-0.032	-0.026	129,678,472	15,022,072,832	0.222	0.255	9.885	2,976,623.75	102,037,692,416	135,007,392
AAPL	2025-04-18	-0.086	-0.054	112,333,136	15,022,072,832	0.202	0.289	13.909	2,959,048	99,811,459,072	66,148,500
AAPL	2025-04-25	-0.026	0.06	112,333,136	15,022,072,832	0.203	0.229	11.632	3,143,819.5	97,585,233,920	47,636,200
AAPL	2025-05-02	-0.019	0.007	113,127,200	14,935,826,432	0.205	0.224	16.351	3,067,072	95,359,000,576	57,246,800
AAPL	2025-05-09	-0.043	-0.024	113,127,200	14,935,826,432	0.205	0.248	10.019	2,965,209.5	95,257,231,360	55,156,800
AAPL	2025-05-16	0.005	0.049	108,598,768	14,935,826,432	0.204	0.199	12.651	3,155,342.5	95,155,462,144	52,732,800
AAPL	2025-05-23	-0.012	-0.018	108,598,768	14,935,826,432	0.204	0.217	12.357	2,916,518.75	95,053,692,928	54,444,600
AAPL	2025-05-30	-0.014	-0.001	105,169,328	14,935,826,432	0.194	0.207	14.581	2,999,860.75	94,951,923,712	55,981,500
AAPL	2025-06-06	-0	0.014	105,169,328	14,935,825,408	0.195	0.195	20.264999	3,045,713.5	94,850,154,496	45,428,600
AAPL	2025-06-13	-0.015	-0.015	105,169,328	14,935,826,432	0.195	0.21	16.106001	2,934,143	94,748,385,280	56,644,000
AAPL	2025-06-20	-0.014	0.001	94,828,440	14,935,826,432	0.182	0.196	15.624	3,002,101	94,646,616,064	55,580,752
AAPL	2025-06-27	-0.018	-0.004	94,828,440	14,935,826,432	0.182	0.201	10.863	3,003,296	94,544,846,848	54,413,200
AAPL	2025-07-04	0.009	0.028	100,226,520	14,935,825,408	0.186	0.176	17.103001	3,189,545.5	94,443,077,632	67,840,752
AAPL	2025-07-11	-0.04	-0.049	100,226,520	14,935,825,408	0.186	0.226	21.111	3,153,849	94,341,308,416	44,761,600
AAPL	2025-07-18	-0.006	0.033	110,101,152	14,935,826,432	0.181	0.187	0.405	3,154,147.75	94,239,539,200	44,592,000
AAPL	2025-07-25	-0.036	-0.029	110,101,152	14,935,826,432	0.181	0.217	7.618	3,194,474.5	94,137,769,984	45,954,400
AAPL	2025-08-01	-0.052	-0.016	93,946,600	14,840,388,608	0.167	0.219	11.514	3,003,398	94,036,000,768	59,516,200
AAPL	2025-08-08	-0.076	-0.025	93,946,600	14,840,389,632	0.168	0.244	34.057999	3,403,643.5	94,684,463,104	85,193,200
AAPL	2025-08-15	-0.023	0.054	104,634,944	14,840,390,656	0.187	0.209	16.188999	3,436,886	95,332,925,440	58,134,800
AAPL	2025-08-22	-0.06	-0.038	104,634,944	14,840,390,656	0.187	0.247	11.361	3,380,047.25	95,981,387,776	37,576,600
AAPL	2025-08-29	-0.058	0.002	104,634,944	14,840,389,632	0.187	0.244	8.827	3,445,048	96,629,850,112	38,497,600
AAPL	2025-09-05	0.002	0.06	127,079,144	14,840,389,632	0.207	0.204	11.297	3,557,093	97,278,304,256	51,140,752
AAPL	2025-09-12	0.008	0.005	127,079,144	14,840,389,632	0.207	0.199	21.693001	3,473,690	97,926,766,592	60,810,400
AAPL	2025-09-19	-0.009	-0.017	113,582,368	14,840,389,632	0.196	0.205	15.725	3,643,315.75	98,575,228,928	71,591,000
AAPL	2025-09-26	-0.025	-0.016	113,582,368	14,840,389,632	0.196	0.221	12.278	3,791,126	99,223,691,264	61,803,400
AAPL	2025-10-03	-0.023	0.002	118,199,376	14,840,390,656	0.197	0.22	18.254	3,829,117.5	99,872,153,600	43,042,800
AAPL	2025-10-10	-0.035	-0.012	118,199,376	14,840,389,632	0.197	0.232	13.416	3,639,902.5	100,520,615,936	42,546,600
AAPL	2025-10-17	-0.041	-0.006	110,777,600	14,840,390,656	0.184	0.225	13.605	3,744,082	101,169,078,272	38,487,600
AAPL	2025-10-24	-0.022	0.019	110,777,600	14,840,389,632	0.184	0.206	18.372	3,900,351.25	101,817,540,608	50,511,000
AAPL	2025-10-31	-0.016	0.006	109,135,656	14,776,353,792	0.188	0.204	20.212999	3,995,082.5	102,466,002,944	58,439,600
AAPL	2025-11-07	-0.035	-0.019	109,135,656	14,776,352,768	0.188	0.224	17.989	3,967,007.5	105,642,156,032	48,460,000
AAPL	2025-11-14	-0.026	0.009	109,135,656	14,776,352,768	0.191	0.218	14.947	4,025,226.25	108,818,309,120	46,322,600
AAPL	2025-11-21	-0.046	-0.02	115,557,840	14,776,353,792	0.199	0.245	15.442	4,011,632.25	111,994,462,208	46,695,600
AAPL	2025-11-28	-0.028	0.017	115,557,840	14,776,352,768	0.2	0.228	13.457	4,120,386	115,170,615,296	41,490,000
AAPL	2025-12-05	-0.025	0.004	114,913,392	14,776,353,792	0.197	0.222	9.647	4,119,351.75	118,346,768,384	45,621,600
AAPL	2025-12-12	-0.031	-0.006	114,913,392	14,776,352,768	0.198	0.229	12.207	4,111,963.5	121,522,921,472	34,973,000
AAPL	2025-12-19	0.015	0.046	129,458,560	14,776,352,768	0.218	0.203	14.216	4,043,844.5	124,699,074,560	66,710,400
AAPL	2025-12-26	-0.016	-0.031	129,458,560	14,776,353,792	0.218	0.234	12.517	4,039,855	127,875,227,648	26,304,000
AAPL	2026-01-02	-0.037	-0.021	122,035,720	14,776,352,768	0.207	0.244	20.93	4,004,539.5	131,051,380,736	27,726,500
AAPL	2026-01-09	0.016	0.053	122,035,720	14,776,353,792	0.207	0.191	13.511	3,832,542.75	134,227,542,016	47,291,600
AAPL	2026-01-16	-0.003	-0.019	112,732,784	14,776,353,792	0.201	0.204	8.079	3,775,801.5	137,403,695,104	48,423,400
AAPL	2026-01-23	-0.028	-0.025	112,732,784	14,776,352,768	0.201	0.229	18.752001	3,665,126.5	140,579,848,192	52,572,752
AAPL	2026-01-30	0.008	0.036	113,576,032	14,681,139,200	0.199	0.191	12.466	3,809,462.25	143,756,001,280	57,915,800
AAPL	2026-02-06	0.005	-0.003	113,576,032	14,681,140,224	0.2	0.195	7.031	4,083,118.75	143,756,001,280	66,057,400
AAPL	2026-02-13	-0.042	-0.047	113,576,032	14,681,139,200	0.2	0.242	15.416	3,755,142	143,756,001,280	53,578,000
AAPL	2026-02-20	-0.016	0.026	116,854,416	14,681,140,224	0.201	0.217	14.047	3,884,336.25	143,756,001,280	39,898,000
AAPL	2026-02-27	-0.008	0.008	116,854,416	14,681,140,224	0.201	0.21	20.452999	3,878,463.5	143,756,001,280	44,477,000
AAPL	2026-03-06	0.042	0.05	133,373,264	14,681,140,224	0.215	0.173	11.819	3,779,806.25	143,756,001,280	41,802,800
AAPL	2026-03-13	0.007	-0.035	133,373,264	14,681,140,224	0.216	0.209	20.606001	3,672,046.75	143,756,001,280	33,481,200
AAPL	2026-03-20	0.031	0.024	129,553,808	14,681,139,200	0.213	0.182	9.4	3,640,776	143,756,001,280	43,825,200
AAPL	2026-03-27	0.001	-0.03	129,553,808	14,681,139,200	0.214	0.214	18.320999	3,652,667.5	143,756,001,280	36,442,800
AAPL	2026-04-03	0.011	0.01	124,192,032	14,681,139,200	0.202	0.191	12.152	3,757,197.25	143,756,001,280	38,476,000
AARD	2025-03-07	0.16	0	422,561	21,382,034	0.399	0.24	2.994	216.600006	0	128,395.398438
AARD	2025-03-14	-0.021	-0.181	422,561	21,388,610	0.4	0.421	0.275	214.100006	0	116,099.398438
AARD	2025-03-21	-0.119	-0.098	241,914	21,382,444	0.269	0.389	3.305	211.899994	0	112,702.398438
AARD	2025-03-28	-0.043	0.076	241,914	21,382,430	0.27	0.313	3.524	165.5	0	102,667.203125
AARD	2025-04-04	0.01	0.053	332,071	21,691,180	0.329	0.319	2.931	177	0	208,468.40625
AARD	2025-04-11	-0.049	-0.059	332,071	21,694,676	0.33	0.379	2.059	154.899994	0	164,162.796875
AARD	2025-04-18	0.167	0.217	467,120	21,699,998	0.409	0.242	1.438	151.899994	0	50,296.753906
AARD	2025-04-25	0.104	-0.063	467,120	21,689,786	0.41	0.306	2.118	172	0	59,423.601563
AARD	2025-05-02	-0.089	-0.193	279,036	21,695,178	0.282	0.372	2.278	279	0	106,584.398438
AARD	2025-05-09	-0.05	0.039	279,036	21,698,656	0.282	0.332	2.133	226.100006	0	68,742.796875
AARD	2025-05-16	-0.005	0.045	319,123	21,698,684	0.315	0.32	4.003	214.600006	0	56,348
AARD	2025-05-23	0.063	0.068	319,123	21,695,238	0.315	0.252	1.734	227.800003	0	27,371.599609
AARD	2025-05-30	0.083	0.02	344,312	21,695,404	0.329	0.246	1.967	226.5	0	19,369.25
AARD	2025-06-06	-0.004	-0.087	344,312	21,693,480	0.329	0.333	0.093	256.200012	0	31,860

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