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
AAP	2021-08-13	0.109	0.005	3,441,200.25	65,438,652	0.614	0.505	1.294	13,508.5	2,762,907,392	440,800
AAP	2021-08-20	0.164	0.055	3,425,754	65,438,768	0.613	0.449	1.283	13,721.200195	2,706,161,152	481,200
AAP	2021-08-27	0.064	-0.101	3,425,754	63,000,684	0.62	0.556	2.059	12,840.799805	2,649,414,912	995,800
AAP	2021-09-03	0.119	0.055	3,760,667	63,000,904	0.634	0.515	2.242	12,564.900391	2,647,066,112	602,000
AAP	2021-09-10	0.115	-0.004	3,760,667	63,000,548	0.634	0.519	1.658	12,602	2,644,717,312	534,750
AAP	2021-09-17	0.092	-0.023	3,492,266	63,000,968	0.623	0.531	1.868	12,965.599609	2,642,368,512	545,400
AAP	2021-09-24	0.118	0.026	3,492,266	63,000,556	0.624	0.505	1.143	13,586.700195	2,640,019,712	574,000
AAP	2021-10-01	0.09	-0.029	3,949,460	63,000,960	0.644	0.554	1.483	13,104.200195	2,637,670,912	701,000
AAP	2021-10-08	0.093	0.003	3,949,460	63,000,700	0.644	0.551	1.421	13,491.599609	2,635,322,112	443,000
AAP	2021-10-15	0.126	0.033	4,258,293	63,000,516	0.652	0.527	1.048	13,572.200195	2,632,973,056	520,600
AAP	2021-10-22	0.099	-0.027	4,258,293	63,000,816	0.652	0.552	1.291	14,614.299805	2,630,624,256	677,600
AAP	2021-10-29	0.103	0.004	4,258,293	63,000,620	0.652	0.549	1.15	14,207.900391	2,628,275,456	629,800
AAP	2021-11-05	0.09	-0.013	3,883,420	63,000,916	0.64	0.55	0.956	14,473.200195	2,625,926,656	560,200
AAP	2021-11-12	0.105	0.014	3,883,420	63,000,756	0.641	0.537	1.107	15,059.700195	2,623,577,856	616,000
AAP	2021-11-19	0.062	-0.043	3,503,426	62,355,216	0.626	0.565	1.833	14,341.700195	2,621,229,056	926,800
AAP	2021-11-26	0.087	0.026	3,503,426	62,355,224	0.626	0.539	1.696	14,137.799805	2,603,978,752	411,249.96875
AAP	2021-12-03	0.124	0.037	3,478,148	62,355,196	0.633	0.509	1.439	14,145.900391	2,586,728,448	665,400
AAP	2021-12-10	0.058	-0.066	3,478,148	62,355,032	0.632	0.574	1.854	14,967.700195	2,569,478,144	670,800
AAP	2021-12-17	0.014	-0.044	3,038,721	62,355,036	0.611	0.597	1.859	14,517.5	2,552,227,840	921,200
AAP	2021-12-24	0.047	0.033	3,038,721	62,355,144	0.611	0.564	1.982	14,474.5	2,534,977,536	475,500
AAP	2021-12-31	0.047	-0.001	3,371,617	62,355,344	0.62	0.573	2.113	14,957.799805	2,517,727,232	540,800
AAP	2022-01-07	0.037	-0.01	3,371,617	62,354,992	0.619	0.583	1.438	14,846.099609	2,500,476,672	701,200
AAP	2022-01-14	0.074	0.038	3,371,617	62,355,172	0.618	0.543	1.696	14,940.299805	2,483,226,624	556,200
AAP	2022-01-21	-0.025	-0.1	2,789,891	62,355,076	0.588	0.613	1.698	14,101.599609	2,465,976,320	717,500.0625
AAP	2022-01-28	-0.018	0.008	2,789,891	62,355,184	0.587	0.605	1.27	14,230.700195	2,448,726,016	605,000
AAP	2022-02-04	-0.012	0.006	2,596,406	62,355,168	0.572	0.583	2.629	14,154	2,431,475,712	628,400
AAP	2022-02-11	-0.015	-0.003	2,596,406	62,355,344	0.57	0.585	2.415	13,901.5	2,414,225,408	940,400
AAP	2022-02-18	0.015	0.029	2,654,812	61,097,804	0.57	0.555	1.617	13,368.200195	2,396,975,104	1,372,600.125
AAP	2022-02-25	-0.056	-0.07	2,654,812	61,097,436	0.57	0.625	2.34	12,559.799805	2,466,777,600	1,189,750
AAP	2022-03-04	-0.03	0.026	3,001,404	61,097,668	0.583	0.613	2.09	12,624	2,536,580,096	1,001,200
AAP	2022-03-11	-0.033	-0.003	3,001,404	61,097,608	0.583	0.616	1.78	12,468.799805	2,606,382,592	833,800
AAP	2022-03-18	-0.043	-0.01	3,096,501	61,097,704	0.589	0.632	2.349	12,606.900391	2,676,185,088	1,158,200.125
AAP	2022-03-25	-0.045	-0.002	3,096,501	61,097,508	0.589	0.634	3.083	13,171.400391	2,745,987,584	934,800
AAP	2022-04-01	0.081	0.126	3,452,889	61,097,456	0.602	0.521	1.928	12,676.5	2,815,790,080	686,200
AAP	2022-04-08	-0.017	-0.099	3,452,889	61,097,720	0.602	0.619	1.666	13,792.200195	2,885,592,576	740,800
AAP	2022-04-15	-0.015	0.002	3,421,449	61,097,496	0.601	0.616	2.271	13,360.799805	2,955,395,328	668,750
AAP	2022-04-22	0.02	0.035	3,421,449	61,097,576	0.601	0.581	1.862	13,343.099609	3,025,197,568	532,600
AAP	2022-04-29	-0.011	-0.031	3,362,880	61,097,532	0.597	0.609	1.495	12,196.900391	3,095,000,064	1,135,399.875
AAP	2022-05-06	-0.025	-0.013	3,362,880	61,097,800	0.598	0.623	1.562	12,394.299805	3,164,802,560	808,200
AAP	2022-05-13	-0.027	-0.002	3,362,880	61,097,484	0.599	0.627	1.832	12,904.400391	3,234,605,056	680,000
AAP	2022-05-20	-0.023	0.004	3,707,528	61,097,368	0.611	0.633	1.224	11,113	3,304,407,552	1,049,400
AAP	2022-05-27	-0.026	-0.003	3,707,528	60,639,728	0.613	0.639	1.594	11,706.5	3,374,210,048	1,434,000
AAP	2022-06-03	0.056	0.082	3,541,179	60,639,648	0.603	0.547	1.259	11,565.799805	3,319,688,192	727,000
AAP	2022-06-10	0.005	-0.051	3,541,179	60,639,804	0.603	0.599	1.548	10,880.599609	3,265,166,336	666,600
AAP	2022-06-17	-0.046	-0.051	3,713,621	60,640,012	0.607	0.653	1.446	10,176	3,210,644,480	1,001,400
AAP	2022-06-24	-0.041	0.005	3,713,621	60,640,088	0.607	0.648	1.212	11,103.200195	3,156,122,624	805,250
AAP	2022-07-01	-0.039	0.002	3,880,422	60,639,832	0.611	0.65	1.699	10,529.5	3,101,600,768	794,800
AAP	2022-07-08	-0.018	0.021	3,880,422	60,639,696	0.61	0.629	1.035	11,091	3,047,078,912	695,500.0625
AAP	2022-07-15	-0.03	-0.011	3,475,599.75	60,639,604	0.59	0.62	1.576	11,443.299805	2,992,557,056	677,400
AAP	2022-07-22	-0.009	0.021	3,475,599.75	60,640,068	0.59	0.599	1.301	11,596.200195	2,938,035,200	681,000
AAP	2022-07-29	-0.032	-0.023	3,475,599.75	60,639,912	0.59	0.622	1.229	11,741.099609	2,883,513,344	660,600
AAP	2022-08-05	0.045	0.077	4,221,928	60,640,056	0.626	0.581	1.155	11,729	2,828,991,488	481,600
AAP	2022-08-12	0.053	0.008	4,221,928	60,639,908	0.627	0.574	1.258	12,281.400391	2,774,469,632	470,600
AAP	2022-08-19	0.077	0.024	4,158,094	60,640,032	0.629	0.552	1.252	12,553.700195	2,719,947,776	585,200
AAP	2022-08-26	0.05	-0.027	4,158,094	60,118,104	0.631	0.58	1.45	10,435.900391	2,665,425,920	1,459,399.875
AAP	2022-09-02	0.02	-0.03	4,053,157	60,118,208	0.627	0.606	1.283	10,324.099609	2,663,418,880	862,200
AAP	2022-09-09	0.048	0.028	4,053,157	60,118,464	0.627	0.579	1.388	10,860.400391	2,661,411,840	676,750
AAP	2022-09-16	-0.041	-0.089	3,020,187	60,118,108	0.585	0.626	1.73	10,027.700195	2,659,404,800	1,055,400
AAP	2022-09-23	-0.026	0.015	3,020,187	60,118,380	0.586	0.612	2.434	9,649	2,657,397,760	835,000
AAP	2022-09-30	-0.042	-0.016	3,259,761	60,118,336	0.598	0.64	2.926	9,398.900391	2,655,390,464	660,600
AAP	2022-10-07	-0.051	-0.009	3,259,761	60,118,392	0.598	0.649	1.421	9,698.299805	2,653,383,168	705,600
AAP	2022-10-14	-0.02	0.031	3,259,761	60,118,044	0.599	0.619	1.56	10,134.099609	2,651,376,384	716,600
AAP	2022-10-21	-0.004	0.016	3,074,339	60,118,480	0.585	0.589	1.806	10,300.700195	2,649,369,344	791,600
AAP	2022-10-28	-0.052	-0.048	3,074,339	60,118,008	0.586	0.638	2.121	11,462.700195	2,647,362,304	745,000
AAP	2022-11-04	-0.099	-0.047	2,926,332	60,118,184	0.574	0.673	2.405	10,885.599609	2,645,355,008	781,000
AAP	2022-11-11	-0.073	0.025	2,926,332	60,118,036	0.575	0.649	2.647	11,205.400391	2,643,347,968	811,000
AAP	2022-11-18	-0.075	-0.002	3,096,041	59,253,564	0.592	0.667	2.22	8,739.900391	2,641,340,928	2,402,200
AAP	2022-11-25	-0.069	0.007	3,096,041	59,253,996	0.592	0.661	2.311	8,888.099609	2,630,167,808	1,394,250
AAP	2022-12-02	-0.077	-0.008	3,082,173	59,253,740	0.598	0.674	0.371	9,067.599609	2,618,994,944	1,143,399.875
AAP	2022-12-09	-0.136	-0.06	3,082,173	59,253,596	0.598	0.735	1.944	8,645.099609	2,607,821,824	1,085,600
AAP	2022-12-16	-0.115	0.021	2,789,500	59,253,708	0.589	0.704	2.023	8,305	2,596,648,704	1,191,200
AAP	2022-12-23	-0.082	0.033	2,789,500	59,253,912	0.591	0.673	2.543	8,489.900391	2,585,475,584	726,400
AAP	2022-12-30	-0.056	0.026	3,382,798	59,253,892	0.62	0.677	2.133	8,712.099609	2,574,302,720	781,750
AAP	2023-01-06	-0.106	-0.05	3,382,798	59,253,992	0.621	0.728	1.954	9,126.299805	2,563,129,600	913,500.0625
AAP	2023-01-13	-0.048	0.058	3,382,798	59,253,788	0.621	0.669	1.471	8,949.099609	2,551,956,480	769,000
AAP	2023-01-20	-0.01	0.038	3,018,233	59,253,508	0.602	0.612	2.003	8,739.299805	2,540,783,360	829,000
AAP	2023-01-27	-0.124	-0.114	3,018,233	59,253,936	0.602	0.726	2.747	8,736.400391	2,529,610,240	914,600
AAP	2023-02-03	-0.096	0.028	3,214,847	59,253,464	0.618	0.714	1.852	9,016.599609	2,518,437,376	1,026,400
AAP	2023-02-10	-0.046	0.05	3,214,847	59,253,624	0.618	0.664	1.835	8,994.700195	2,507,264,256	983,600
AAP	2023-02-17	-0.032	0.014	3,395,958	59,253,948	0.63	0.662	1.929	8,887.5	2,496,091,136	1,078,599.875
AAP	2023-02-24	-0.054	-0.023	3,395,958	59,253,872	0.631	0.685	1.73	8,227.400391	2,484,918,016	1,683,500
AAP	2023-03-03	-0.075	-0.021	3,406,265	59,273,544	0.633	0.708	2.003	8,208.200195	2,473,744,896	2,297,999.75
AAP	2023-03-10	-0.081	-0.006	3,406,265	59,273,668	0.634	0.715	1.999	7,589.399902	2,541,162,752	1,377,799.875
AAP	2023-03-17	-0.101	-0.02	3,498,012	59,273,868	0.64	0.741	2.289	7,077.299805	2,608,580,608	2,451,599.75
AAP	2023-03-24	-0.087	0.014	3,498,012	59,273,660	0.641	0.728	1.641	6,569.299805	2,675,998,464	1,842,800
AAP	2023-03-31	0.005	0.092	3,466,302	59,273,908	0.635	0.63	0.378	7,208.299805	2,743,416,064	1,309,400.125
AAP	2023-04-07	-0.03	-0.034	3,466,302	59,274,168	0.635	0.665	1.659	7,153.799805	2,810,833,920	1,075,750
AAP	2023-04-14	-0.084	-0.054	3,466,302	59,273,464	0.636	0.72	1.824	7,326.200195	2,878,251,776	1,108,000
AAP	2023-04-21	-0.109	-0.025	2,177,837	59,273,844	0.543	0.652	2.163	7,599.5	2,945,669,376	1,357,200
AAP	2023-04-28	-0.104	0.005	2,177,837	59,273,484	0.543	0.647	3.229	7,440.600098	3,013,087,232	886,000
AAP	2023-05-05	-0.072	0.032	2,211,665	59,273,652	0.544	0.617	2.532	7,336.299805	3,080,505,088	892,200
AAP	2023-05-12	-0.059	0.014	2,211,665	59,273,968	0.547	0.606	3.308	7,282.399902	3,147,922,944	761,000
AAP	2023-05-19	-0.11	-0.051	2,162,289	59,273,484	0.546	0.656	3.163	6,959.299805	3,215,340,544	975,800
AAP	2023-05-26	-0.088	0.022	2,162,289	59,274,184	0.546	0.634	3.594	6,647.600098	3,282,758,144	1,223,600
AAP	2023-06-02	-0.026	0.062	2,133,705	59,273,240	0.539	0.565	4.572	4,004.5	3,350,176,256	10,138,750
AAP	2023-06-09	-0.142	-0.116	2,133,705	59,443,220	0.54	0.682	3.169	3,779.399902	3,417,594,112	3,732,600
AAP	2023-06-16	-0.073	0.069	2,938,619	59,443,804	0.604	0.677	2.801	4,114.700195	3,351,091,456	4,482,000
AAP	2023-06-23	-0.076	-0.003	2,938,619	59,444,192	0.605	0.68	3.204	3,903.699951	3,284,588,800	3,129,999.75
AAP	2023-06-30	-0.03	0.046	3,627,458	59,443,808	0.643	0.673	2.11	4,178.899902	3,218,086,400	2,185,200.25
AAP	2023-07-07	-0.013	0.016	3,627,458	59,443,648	0.643	0.656	1.619	4,124.200195	3,151,583,744	2,135,000

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