Datasets:

paperswithbacktest
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Stocks-Weekly-ShortOverShorted

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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
AAP	2008-10-24	-0.201	0.01	2,893,082	95,658,048	0.488	0.688	1.712	2,478.5	1,199,909,760	1,568,600.125
AAP	2008-10-31	-0.173	0.028	2,889,005	95,660,256	0.512	0.685	1.953	2,984.600098	1,195,923,840	2,186,200
AAP	2008-11-07	-0.174	-0.001	2,889,005	95,658,856	0.512	0.686	2.41	2,736.800049	1,191,937,920	1,470,599.875
AAP	2008-11-14	-0.145	0.029	2,889,005	94,692,776	0.514	0.659	2.855	2,465.800049	1,187,951,872	1,209,600
AAP	2008-11-21	-0.186	-0.04	2,625,263	94,689,496	0.504	0.689	2.167	2,515.899902	1,188,229,248	1,854,400
AAP	2008-11-28	-0.111	0.075	2,625,263	94,690,384	0.503	0.614	1.598	2,874.800049	1,188,506,496	1,305,500
AAP	2008-12-05	-0.118	-0.007	3,279,969	94,691,056	0.579	0.698	3.089	3,003.600098	1,188,783,744	1,612,400
AAP	2008-12-12	-0.127	-0.008	3,279,969	94,690,480	0.579	0.706	2.005	3,074.600098	1,189,060,992	1,414,400
AAP	2008-12-19	-0.028	0.099	4,310,977	94,691,808	0.646	0.674	1.101	3,087.899902	1,189,338,240	1,567,000.125
AAP	2008-12-26	-0.046	-0.018	4,310,977	94,692,064	0.646	0.692	1.873	2,982.800049	1,189,615,488	871,250
AAP	2009-01-02	-0.131	-0.085	2,918,428	94,692,440	0.557	0.687	1.678	3,232.800049	1,189,892,736	807,000
AAP	2009-01-09	-0.107	0.023	2,918,428	94,691,624	0.556	0.664	1.41	3,009.300049	1,190,169,984	1,240,999.875
AAP	2009-01-16	-0.101	0.007	2,639,182	94,691,056	0.559	0.66	2.505	3,003.600098	1,190,447,232	1,115,200
AAP	2009-01-23	-0.091	0.01	2,639,182	94,692,440	0.559	0.65	2.064	3,109.699951	1,190,724,480	1,544,250
AAP	2009-01-30	-0.029	0.062	2,462,317	94,689,888	0.547	0.576	4.306	3,099.199951	1,191,001,728	1,271,800.125
AAP	2009-02-06	-0.118	-0.089	2,462,317	94,692,240	0.546	0.665	2.363	3,184.5	1,191,278,976	1,644,199.875
AAP	2009-02-13	-0.119	-0.001	2,462,317	94,692,264	0.546	0.665	0.73	3,107.800049	1,191,556,224	1,796,600.125
AAP	2009-02-20	-0.055	0.064	3,092,631	94,692,496	0.596	0.651	2.217	3,495.100098	1,191,833,472	4,869,500
AAP	2009-02-27	-0.107	-0.052	3,092,631	94,690,192	0.595	0.702	2.623	3,621.899902	1,192,110,720	2,932,200
AAP	2009-03-06	-0.039	0.068	3,550,875	94,998,624	0.629	0.668	1.873	3,460.800049	1,192,387,968	3,308,200
AAP	2009-03-13	-0.092	-0.053	3,550,875	94,998,744	0.629	0.721	2.195	3,774.300049	1,230,176,256	2,119,800
AAP	2009-03-20	-0.049	0.043	3,541,095	94,998,752	0.624	0.674	1.65	3,800.899902	1,267,964,672	1,821,400.125
AAP	2009-03-27	-0.099	-0.05	3,541,095	95,000,000	0.624	0.723	1.375	3,971	1,305,752,832	2,551,800
AAP	2009-04-03	-0.076	0.023	3,987,328	94,998,768	0.642	0.718	2.532	3,848.399902	1,343,541,248	2,655,200
AAP	2009-04-10	-0.061	0.015	3,987,328	94,998,816	0.641	0.702	1.707	4,017.5	1,381,329,536	1,990,750
AAP	2009-04-17	-0.043	0.018	3,822,308	94,999,992	0.645	0.687	1.373	4,117.299805	1,419,117,824	1,802,400
AAP	2009-04-24	-0.049	-0.006	3,822,308	94,998,824	0.645	0.693	1.66	4,049.800049	1,456,906,112	1,594,599.875
AAP	2009-05-01	-0.03	0.019	3,968,911	94,998,824	0.662	0.693	2.065	4,030.800049	1,494,694,400	1,835,000.125
AAP	2009-05-08	-0.025	0.005	3,968,911	95,000,000	0.663	0.687	1.265	3,961.5	1,532,482,816	1,874,800
AAP	2009-05-15	-0.046	-0.021	3,653,478	95,000,000	0.654	0.7	2.318	3,862.699951	1,570,271,104	1,357,400.125
AAP	2009-05-22	-0.016	0.03	3,653,478	95,000,000	0.654	0.67	2.258	4,085	1,608,059,392	2,804,200
AAP	2009-05-29	-0.014	0.002	3,653,478	94,998,824	0.654	0.668	1.639	4,046	1,645,847,680	2,960,000
AAP	2009-06-05	-0.064	-0.05	3,341,251	95,242,128	0.633	0.697	2.003	4,169.700195	1,683,635,968	2,065,400.125
AAP	2009-06-12	-0.059	0.005	3,341,251	95,240,048	0.633	0.692	2.618	3,927.699951	1,653,570,048	1,847,600
AAP	2009-06-19	0.015	0.074	4,267,095	95,241,992	0.678	0.663	2.437	4,073.5	1,623,504,000	1,741,600
AAP	2009-06-26	-0.009	-0.024	4,267,095	95,240,600	0.678	0.687	1.581	3,978.199951	1,593,437,952	1,352,199.875
AAP	2009-07-03	-0.007	0.002	3,389,677	95,240,904	0.631	0.638	1.174	4,032.5	1,563,372,032	1,547,750
AAP	2009-07-10	-0.057	-0.05	3,389,677	95,242,184	0.631	0.688	1.454	4,207.799805	1,533,305,984	1,491,200
AAP	2009-07-17	-0.017	0.04	4,125,593	95,240,840	0.668	0.684	1.684	4,310.600098	1,503,239,936	1,381,600
AAP	2009-07-24	0.024	0.041	4,125,593	95,241,680	0.668	0.644	1.558	4,433.5	1,473,174,016	1,116,000
AAP	2009-07-31	0.023	-0.001	4,528,309	95,241,192	0.673	0.651	1.586	4,403	1,443,107,968	1,156,800
AAP	2009-08-07	0.013	-0.01	4,528,309	95,240,632	0.675	0.662	1.582	4,472.5	1,413,042,048	1,343,399.875
AAP	2009-08-14	0.018	0.005	4,528,309	95,242,176	0.676	0.657	1.871	4,109.700195	1,382,976,000	2,444,600
AAP	2009-08-21	0.035	0.016	4,562,712	95,240,856	0.696	0.662	1.192	4,112.5	1,352,909,952	1,809,400.125
AAP	2009-08-28	0.025	-0.009	4,562,712	95,449,904	0.696	0.671	1.047	4,115.799805	1,322,844,032	1,747,399.875
AAP	2009-09-04	0.047	0.021	4,158,924	95,449,032	0.681	0.634	1.216	3,932.5	1,317,821,696	1,615,600
AAP	2009-09-11	0.027	-0.02	4,158,924	95,448,272	0.682	0.655	1.37	3,736.800049	1,312,799,360	3,758,750
AAP	2009-09-18	0.085	0.059	5,704,446	95,448,064	0.753	0.667	1.242	3,749.199951	1,307,777,024	2,525,800
AAP	2009-09-25	0.077	-0.008	5,704,446	95,448,048	0.753	0.676	1.295	3,738.699951	1,302,754,560	3,124,400.25
AAP	2009-10-02	0.084	0.007	6,336,759	95,448,240	0.768	0.685	1.099	3,577.399902	1,297,732,352	2,094,000
AAP	2009-10-09	0.087	0.003	6,336,759	95,448,392	0.769	0.682	0.441	3,671.899902	1,292,710,016	2,795,599.75
AAP	2009-10-16	0.145	0.058	7,370,022	95,450,184	0.801	0.655	1.067	3,784.600098	1,287,687,680	1,250,599.875
AAP	2009-10-23	0.131	-0.014	7,370,022	95,449,592	0.8	0.669	0.604	3,503	1,282,665,344	1,837,200
AAP	2009-10-30	0.146	0.015	8,456,840	95,448,208	0.824	0.677	0.896	3,556.399902	1,277,643,008	2,719,600.25
AAP	2009-11-06	0.135	-0.011	8,456,840	95,449,520	0.825	0.689	0.823	3,630.899902	1,272,620,672	2,405,800
AAP	2009-11-13	0.163	0.027	8,456,840	95,449,680	0.826	0.663	1.02	3,746.399902	1,267,598,336	4,164,200
AAP	2009-11-20	0.111	-0.052	7,640,578	94,630,096	0.807	0.697	0.773	3,760.600098	1,262,576,000	2,324,000
AAP	2009-11-27	0.129	0.019	7,640,578	94,631,176	0.808	0.678	0.842	3,733.199951	1,254,642,048	1,431,250
AAP	2009-12-04	0.106	-0.023	6,029,461	94,630,992	0.761	0.655	1.242	3,872.300049	1,246,708,096	1,509,799.875
AAP	2009-12-11	0.069	-0.037	6,029,461	94,632,160	0.761	0.692	0.944	3,820.300049	1,238,774,144	1,839,800.125
AAP	2009-12-18	0.144	0.075	7,018,352	94,630,992	0.785	0.642	0.727	3,872.300049	1,230,840,320	1,343,399.875
AAP	2009-12-25	0.128	-0.016	7,018,352	94,630,256	0.786	0.658	1.581	3,915.800049	1,222,906,368	1,147,000.125
AAP	2010-01-01	0.205	0.077	7,201,221	94,631,920	0.79	0.585	0.944	3,830.699951	1,214,972,416	1,130,500
AAP	2010-01-08	0.134	-0.071	7,201,221	94,630,904	0.79	0.656	1.219	3,845.800049	1,207,038,464	1,451,399.875
AAP	2010-01-15	0.159	0.025	7,942,744	94,632,408	0.808	0.649	0.734	3,720	1,199,104,512	1,131,200
AAP	2010-01-22	0.155	-0.003	7,942,744	94,630,096	0.808	0.653	1.012	3,760.600098	1,191,170,560	1,771,500
AAP	2010-01-29	0.154	-0.001	7,942,744	94,631,176	0.808	0.654	0.747	3,733.199951	1,183,236,608	1,167,600
AAP	2010-02-05	0.132	-0.021	8,014,592	94,631,624	0.805	0.673	0.942	3,853.399902	1,175,302,784	1,295,200
AAP	2010-02-12	0.139	0.006	8,014,592	94,632,088	0.805	0.666	0.57	4,051.199951	1,167,368,832	1,534,000
AAP	2010-02-19	0.185	0.046	8,043,106	94,630,000	0.802	0.617	1.085	3,785.199951	1,159,434,880	3,566,500
AAP	2010-02-26	0.156	-0.029	8,043,106	94,632,352	0.802	0.646	0.964	3,861	1,151,500,928	1,456,999.875
AAP	2010-03-05	0.128	-0.028	7,300,672	92,260,584	0.783	0.655	1.105	3,901.699951	1,143,566,976	1,376,999.875
AAP	2010-03-12	0.109	-0.019	7,300,672	92,261,736	0.784	0.675	0.978	3,891.600098	1,196,416,128	1,861,600
AAP	2010-03-19	0.097	-0.012	6,118,940	92,260,752	0.752	0.655	1.146	3,991.199951	1,249,265,280	1,778,400
AAP	2010-03-26	0.085	-0.013	6,118,940	92,262,248	0.753	0.668	1.116	3,919.300049	1,302,114,432	1,357,600
AAP	2010-04-02	0.123	0.039	7,406,713	92,261,568	0.789	0.665	1.466	3,908.199951	1,354,963,584	953,500.0625
AAP	2010-04-09	0.15	0.026	7,406,713	92,262,048	0.789	0.639	1.022	3,887	1,407,812,736	1,266,599.875
AAP	2010-04-16	0.13	-0.02	6,743,876	92,262,432	0.774	0.645	0.874	4,155.5	1,460,661,888	2,016,000
AAP	2010-04-23	0.101	-0.028	6,743,876	92,261,984	0.774	0.673	1.312	4,254.200195	1,513,511,040	1,209,200
AAP	2010-04-30	0.086	-0.016	6,338,982	92,261,640	0.759	0.674	0.987	4,161	1,566,360,192	1,292,999.875
AAP	2010-05-07	0.075	-0.011	6,338,982	92,262,344	0.761	0.687	0.676	4,037.399902	1,619,209,344	1,313,400.125
AAP	2010-05-14	0.101	0.027	6,338,982	92,260,576	0.763	0.662	0.882	4,142.5	1,672,058,496	1,144,000
AAP	2010-05-21	0.078	-0.024	5,634,991	92,261,976	0.74	0.662	1.321	4,564.200195	1,724,907,648	2,795,599.75
AAP	2010-05-28	0.046	-0.032	5,634,991	92,260,440	0.74	0.694	1.136	4,775.399902	1,777,756,800	1,963,399.875
AAP	2010-06-04	0.012	-0.034	4,872,698	87,418,256	0.715	0.703	0.951	4,384.899902	1,830,605,952	1,667,000.125
AAP	2010-06-11	0.007	-0.004	4,872,698	87,418,336	0.715	0.708	1.022	4,415.5	1,796,218,496	1,950,599.875
AAP	2010-06-18	0.023	0.016	3,982,933	87,418,096	0.662	0.639	1.265	4,509.899902	1,761,831,040	987,600
AAP	2010-06-25	-0.029	-0.052	3,982,933	87,418,464	0.662	0.691	1.391	4,449.600098	1,727,443,456	1,102,599.875
AAP	2010-07-02	-0.079	-0.05	2,922,862	87,418,160	0.561	0.64	1.868	4,459.200195	1,693,056,000	1,102,599.875
AAP	2010-07-09	-0.093	-0.014	2,922,862	87,417,584	0.561	0.654	2.181	4,481.899902	1,658,668,544	1,272,000
AAP	2010-07-16	-0.1	-0.006	2,931,765	87,417,224	0.558	0.657	1.592	4,488	1,624,280,960	1,083,200
AAP	2010-07-23	-0.116	-0.017	2,931,765	87,417,392	0.558	0.674	1.633	4,735.399902	1,589,893,504	1,114,800
AAP	2010-07-30	-0.143	-0.027	2,910,556	87,418,272	0.553	0.696	5.308	4,679.5	1,555,506,048	810,400
AAP	2010-08-06	-0.129	0.014	2,910,556	87,418,008	0.556	0.685	2.72	4,611.299805	1,521,118,464	887,200
AAP	2010-08-13	-0.1	0.03	2,910,556	87,417,984	0.556	0.656	1.992	4,743.299805	1,486,731,008	1,410,000
AAP	2010-08-20	-0.113	-0.013	2,756,445	87,418,136	0.534	0.647	2.003	4,885.799805	1,452,343,552	1,057,000
AAP	2010-08-27	-0.108	0.004	2,756,445	84,265,920	0.545	0.653	1.798	4,683.5	1,417,956,096	1,043,000
AAP	2010-09-03	-0.187	-0.078	2,184,818	84,266,008	0.491	0.678	2.384	4,764.399902	1,417,002,240	921,800
AAP	2010-09-10	-0.168	0.019	2,184,818	84,266,088	0.492	0.659	3.526	4,724.799805	1,416,048,512	592,499.9375
AAP	2010-09-17	-0.106	0.061	2,955,187	84,266,552	0.546	0.652	2.392	4,900.100098	1,415,094,784	806,800

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