Datasets:

paperswithbacktest
/

Stocks-Weekly-ShortOverShorted

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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	2019-09-13	0.034	0.019	4,361,690	71,387,264	0.684	0.65	1.32	11,207.799805	2,326,049,024	1,155,000.125
AAP	2019-09-20	0.122	0.088	4,659,658	71,386,728	0.692	0.57	1.649	11,114.200195	2,324,499,968	836,800
AAP	2019-09-27	0.034	-0.088	4,659,658	71,386,688	0.692	0.658	1.357	11,541.799805	2,322,950,656	916,600
AAP	2019-10-04	0.041	0.008	4,443,067	71,386,768	0.689	0.648	1.166	11,417.599609	2,321,401,344	944,800
AAP	2019-10-11	0.071	0.03	4,443,067	71,386,856	0.69	0.618	1.143	11,319.099609	2,319,852,032	840,800
AAP	2019-10-18	0.05	-0.021	3,914,141	71,387,152	0.66	0.61	1.74	11,671.799805	2,318,302,976	661,200
AAP	2019-10-25	0.083	0.032	3,914,141	71,386,808	0.66	0.577	0.196	11,818.799805	2,316,753,664	768,600
AAP	2019-11-01	0.063	-0.02	3,742,387	71,386,960	0.649	0.586	1.483	11,766	2,315,204,352	772,800
AAP	2019-11-08	0.045	-0.018	3,742,387	71,387,104	0.65	0.605	1.515	11,950.200195	2,313,655,296	944,800
AAP	2019-11-15	-0.011	-0.057	3,143,077	69,259,192	0.622	0.633	2.62	11,265.700195	2,312,105,984	1,900,199.875
AAP	2019-11-22	0.005	0.016	3,143,077	69,259,520	0.622	0.617	1.905	10,934	2,297,856,512	781,800
AAP	2019-11-29	0.035	0.03	3,143,077	69,259,616	0.622	0.587	1.597	10,879.299805	2,283,607,040	737,000
AAP	2019-12-06	-0.024	-0.059	2,802,394	69,259,480	0.598	0.622	3.866	10,708.900391	2,269,357,824	1,635,000.125
AAP	2019-12-13	-0.05	-0.026	2,802,394	69,259,704	0.598	0.648	2.261	10,749.799805	2,255,108,352	1,154,400
AAP	2019-12-20	-0.02	0.03	2,730,699	69,259,424	0.593	0.613	2.109	10,951.299805	2,240,858,880	834,000
AAP	2019-12-27	0.025	0.045	2,730,699	69,259,232	0.593	0.568	1.831	10,967.200195	2,226,609,408	494,249.96875
AAP	2020-01-03	0.021	-0.003	2,491,946	69,259,184	0.572	0.55	1.609	11,041.299805	2,212,359,936	671,250
AAP	2020-01-10	-0.026	-0.047	2,491,946	69,259,112	0.573	0.599	2.48	10,320.299805	2,198,110,464	1,086,200.125
AAP	2020-01-17	-0.001	0.025	2,414,459	69,259,176	0.564	0.565	2.906	10,461.599609	2,183,861,248	1,282,000
AAP	2020-01-24	-0.04	-0.039	2,414,459	69,259,608	0.564	0.604	2.371	9,812.700195	2,169,611,776	1,147,750
AAP	2020-01-31	-0.013	0.027	2,211,081	69,259,208	0.548	0.561	2.178	9,124.900391	2,155,362,304	1,014,600
AAP	2020-02-07	-0.059	-0.046	2,211,081	69,259,768	0.548	0.607	2.009	9,206.700195	2,141,112,832	960,600
AAP	2020-02-14	0.008	0.066	2,211,081	69,259,680	0.549	0.542	2.794	9,252.400391	2,126,863,488	801,400
AAP	2020-02-21	-0.06	-0.067	2,239,997	69,238,320	0.553	0.613	4.789	9,735.599609	2,112,614,016	1,340,500
AAP	2020-02-28	-0.06	0	2,239,997	69,238,232	0.554	0.614	2.394	9,207.299805	2,157,634,560	1,367,200
AAP	2020-03-06	-0.035	0.024	1,901,027	69,238,528	0.516	0.551	2.332	8,856.299805	2,202,655,232	1,174,000
AAP	2020-03-13	-0.074	-0.039	1,901,027	69,238,280	0.517	0.591	3.927	7,871.700195	2,247,675,904	1,622,200.125
AAP	2020-03-20	-0.038	0.036	2,266,541	69,237,640	0.563	0.601	2.578	5,194.899902	2,292,696,576	1,454,599.875
AAP	2020-03-27	-0.051	-0.013	2,266,541	69,238,496	0.563	0.614	2.717	6,619.200195	2,337,716,992	1,357,400.125
AAP	2020-04-03	-0.067	-0.016	2,216,301	69,238,040	0.545	0.612	2.586	5,861	2,382,737,664	1,532,000
AAP	2020-04-10	-0.059	0.009	2,216,301	69,238,248	0.544	0.603	3.597	7,398.799805	2,427,758,336	1,112,999.875
AAP	2020-04-17	-0.12	-0.061	1,533,419	69,237,752	0.471	0.591	3.082	8,229.599609	2,472,779,008	1,004,600
AAP	2020-04-24	-0.133	-0.013	1,533,419	69,238,040	0.471	0.603	4.664	8,141.700195	2,517,799,424	875,200
AAP	2020-05-01	-0.102	0.031	1,694,128	69,238,360	0.492	0.594	2.803	8,072.5	2,562,820,096	748,000
AAP	2020-05-08	-0.085	0.016	1,694,128	69,238,288	0.493	0.578	3.69	8,644.400391	2,607,840,768	680,200
AAP	2020-05-15	-0.112	-0.026	1,691,705	69,238,464	0.487	0.599	3.895	8,728.200195	2,652,861,440	1,140,199.875
AAP	2020-05-22	-0.097	0.015	1,691,705	69,100,992	0.488	0.584	3.81	9,223.599609	2,697,882,112	1,794,800
AAP	2020-05-29	-0.11	-0.013	1,691,705	69,101,352	0.488	0.598	3.579	9,627.200195	2,682,766,336	1,005,500.0625
AAP	2020-06-05	-0.02	0.089	2,114,937	69,101,296	0.538	0.559	2.951	10,095.700195	2,667,650,816	665,400
AAP	2020-06-12	-0.055	-0.035	2,114,937	69,101,160	0.538	0.594	3.291	9,379.099609	2,652,535,296	825,600
AAP	2020-06-19	-0.032	0.023	1,957,825	69,101,448	0.521	0.553	4.218	10,012.799805	2,637,419,776	1,021,400
AAP	2020-06-26	-0.079	-0.047	1,957,825	69,101,368	0.521	0.6	2.915	9,673.5	2,622,304,256	1,214,800
AAP	2020-07-03	-0.05	0.03	1,937,330	69,101,096	0.524	0.574	2.641	9,801.299805	2,607,188,736	649,750
AAP	2020-07-10	-0.062	-0.012	1,937,330	69,101,528	0.524	0.586	2.773	9,290.700195	2,592,073,216	831,800
AAP	2020-07-17	-0.008	0.054	2,425,717	69,101,200	0.562	0.57	3.488	10,010	2,576,957,696	874,800
AAP	2020-07-24	0.021	0.029	2,425,717	69,100,968	0.562	0.541	3.271	10,176.5	2,561,842,176	637,000
AAP	2020-07-31	0	-0.021	2,572,367	69,101,512	0.58	0.579	2.479	10,374.900391	2,546,726,656	1,001,800
AAP	2020-08-07	0.061	0.061	2,572,367	69,101,136	0.581	0.52	2.548	10,501.299805	2,531,611,136	715,000
AAP	2020-08-14	0.079	0.018	2,572,367	69,101,216	0.584	0.505	2.392	10,963.599609	2,516,495,616	771,200
AAP	2020-08-21	-0.048	-0.127	1,928,427	69,139,072	0.523	0.57	3.202	10,793.299805	2,501,380,096	1,534,200.125
AAP	2020-08-28	-0.002	0.046	1,928,427	69,138,720	0.522	0.524	2.799	10,700.599609	2,504,759,040	564,600
AAP	2020-09-04	-0.042	-0.04	1,964,511	69,138,864	0.533	0.575	2.002	10,630.099609	2,508,137,984	738,600
AAP	2020-09-11	0.002	0.044	1,964,511	69,139,016	0.532	0.53	3.015	10,688.200195	2,511,516,928	706,750
AAP	2020-09-18	0.008	0.007	1,939,762	69,138,928	0.533	0.525	2.644	10,639.099609	2,514,895,872	628,800
AAP	2020-09-25	-0.033	-0.042	1,939,762	69,138,608	0.532	0.566	2.414	10,330	2,518,275,072	922,800
AAP	2020-10-02	-0.021	0.012	1,881,114	69,138,904	0.522	0.544	3.165	10,751.099609	2,521,654,016	604,000
AAP	2020-10-09	-0.011	0.01	1,881,114	69,138,552	0.523	0.534	2.383	10,738.599609	2,525,032,960	740,400
AAP	2020-10-16	0.049	0.06	2,287,298	69,138,648	0.567	0.518	2.092	10,715.799805	2,528,411,904	645,800
AAP	2020-10-23	0.03	-0.019	2,287,298	69,138,440	0.567	0.537	3.599	10,697.099609	2,531,791,104	653,600
AAP	2020-10-30	0.054	0.023	2,375,290	69,139,056	0.579	0.526	1.883	10,182.799805	2,535,170,048	695,200
AAP	2020-11-06	0.016	-0.038	2,375,290	69,138,632	0.579	0.563	2.513	10,811.900391	2,538,548,992	784,000
AAP	2020-11-13	0.01	-0.006	2,375,290	67,854,544	0.583	0.573	2.979	10,449.599609	2,541,927,936	1,378,200.125
AAP	2020-11-20	-0.045	-0.055	2,073,349	67,854,224	0.553	0.598	3.121	9,793.400391	2,530,141,440	1,260,199.875
AAP	2020-11-27	-0.034	0.011	2,073,349	67,854,336	0.552	0.585	3.017	10,173.400391	2,518,354,944	863,250
AAP	2020-12-04	0.051	0.085	2,892,619	67,854,664	0.623	0.573	2.044	10,345.799805	2,506,568,704	1,062,600
AAP	2020-12-11	0.008	-0.043	2,892,619	67,854,240	0.623	0.616	1.925	10,697.900391	2,494,782,208	1,028,800
AAP	2020-12-18	0.059	0.051	3,305,471	67,854,240	0.644	0.585	3.45	10,856	2,482,995,712	1,214,800
AAP	2020-12-25	0.077	0.018	3,305,471	67,854,752	0.643	0.566	1.692	10,902.900391	2,471,209,216	682,499.9375
AAP	2021-01-01	0.075	-0.002	2,960,644	67,854,744	0.624	0.549	2.119	10,687.799805	2,459,422,720	697,000
AAP	2021-01-08	0.044	-0.031	2,960,644	67,854,288	0.624	0.58	1.637	11,539.299805	2,447,636,224	982,000
AAP	2021-01-15	0.004	-0.04	2,812,940	67,854,768	0.603	0.599	1.824	11,213	2,435,849,728	991,000
AAP	2021-01-22	0.053	0.049	2,812,940	67,854,792	0.604	0.551	3.064	11,111.900391	2,424,063,232	645,000
AAP	2021-01-29	0.02	-0.033	2,812,940	67,854,360	0.603	0.583	1.684	10,119.799805	2,412,276,992	1,792,199.875
AAP	2021-02-05	0.026	0.006	2,997,842	67,854,784	0.619	0.594	1.883	10,672.200195	2,400,490,496	1,239,600
AAP	2021-02-12	0.025	-0.001	2,997,842	67,854,856	0.619	0.594	3.138	10,368.900391	2,388,704,000	1,005,200
AAP	2021-02-19	0.085	0.06	3,913,295.75	67,854,560	0.67	0.586	1.519	11,262.5	2,376,917,504	1,506,500
AAP	2021-02-26	0.082	-0.003	3,913,295.75	65,524,164	0.679	0.597	1.785	10,506.799805	2,365,131,008	927,400
AAP	2021-03-05	0.114	0.033	3,445,967	65,524,460	0.657	0.543	1.3	11,238.099609	2,434,076,672	819,800
AAP	2021-03-12	0.09	-0.025	3,445,967	65,524,560	0.657	0.567	1.519	11,766.900391	2,503,022,336	1,075,800.125
AAP	2021-03-19	0.137	0.047	3,750,563	65,524,192	0.666	0.529	2.103	12,187.5	2,571,968,000	1,144,999.875
AAP	2021-03-26	0.095	-0.042	3,750,563	65,524,232	0.665	0.57	1.361	12,274	2,640,913,664	789,400
AAP	2021-04-02	0.079	-0.016	3,169,102	65,524,312	0.625	0.546	1.701	12,184.900391	2,709,859,328	763,250
AAP	2021-04-09	0.078	-0.001	3,169,102	65,524,268	0.623	0.544	1.808	12,054.5	2,778,804,736	743,400
AAP	2021-04-16	0.132	0.053	3,001,252	65,524,568	0.602	0.47	1.585	12,641	2,847,750,400	659,600
AAP	2021-04-23	0.024	-0.108	3,001,252	65,524,408	0.601	0.577	1.838	13,088.5	2,916,695,808	1,073,200
AAP	2021-04-30	0.108	0.084	3,275,942	65,524,580	0.612	0.504	2.06	13,115.400391	2,985,641,728	577,200
AAP	2021-05-07	0.095	-0.013	3,275,942	65,524,528	0.61	0.515	1.307	13,397.799805	3,054,587,392	577,800
AAP	2021-05-14	0.055	-0.04	3,275,942	65,524,384	0.612	0.557	2.087	13,289	3,123,533,056	711,400
AAP	2021-05-21	0.077	0.022	3,705,992	65,524,260	0.633	0.556	2.079	12,773.299805	3,192,478,720	1,057,200
AAP	2021-05-28	0.105	0.029	3,705,992	65,524,168	0.633	0.528	1.277	12,431.900391	3,261,424,384	932,400
AAP	2021-06-04	0.076	-0.03	3,281,027	65,438,888	0.604	0.528	1.49	12,614	3,330,370,048	1,271,000.125
AAP	2021-06-11	0.049	-0.027	3,281,027	65,438,728	0.604	0.556	2.053	13,051.099609	3,273,623,808	1,005,600
AAP	2021-06-18	0.053	0.004	3,399,944	65,438,888	0.612	0.559	1.627	12,651.299805	3,216,877,568	995,200
AAP	2021-06-25	0.092	0.039	3,399,944	65,439,024	0.612	0.52	1.845	13,377.700195	3,160,131,328	588,200
AAP	2021-07-02	0.073	-0.02	3,188,062	65,438,996	0.596	0.523	1.893	13,810.900391	3,103,385,088	565,200
AAP	2021-07-09	0.06	-0.012	3,188,062	65,438,704	0.596	0.535	1.865	13,969.200195	3,046,638,848	636,499.9375
AAP	2021-07-16	0.106	0.046	3,344,843	65,438,912	0.604	0.498	1.656	13,470.599609	2,989,892,608	540,600
AAP	2021-07-23	0.119	0.013	3,344,843	65,438,940	0.605	0.485	1.998	14,066.099609	2,933,146,368	501,800
AAP	2021-07-30	0.113	-0.006	3,441,200.25	65,439,024	0.612	0.499	1.373	13,877	2,876,400,128	501,200
AAP	2021-08-06	0.104	-0.009	3,441,200.25	65,438,940	0.612	0.508	1.707	13,462.099609	2,819,653,632	559,800

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