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paperswithbacktest
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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	2010-02-12	0.125	0	8,014,592	94,632,088	0.805	0.68	0.697	4,051.199951	1,167,368,832	1,534,000
AAP	2010-02-19	0.144	0.018	8,043,106	94,630,000	0.802	0.658	0.843	3,785.199951	1,159,434,880	3,566,500
AAP	2010-02-26	0.141	-0.003	8,043,106	94,632,352	0.802	0.661	0.782	3,861	1,151,500,928	1,456,999.875
AAP	2010-03-05	0.15	0.009	7,300,672	92,260,584	0.783	0.633	0.911	3,901.699951	1,143,566,976	1,376,999.875
AAP	2010-03-12	0.134	-0.016	7,300,672	92,261,736	0.784	0.65	0.982	3,891.600098	1,196,416,128	1,861,600
AAP	2010-03-19	0.095	-0.038	6,118,940	92,260,752	0.752	0.657	1.088	3,991.199951	1,249,265,280	1,778,400
AAP	2010-03-26	0.093	-0.002	6,118,940	92,262,248	0.753	0.659	1.2	3,919.300049	1,302,114,432	1,357,600
AAP	2010-04-02	0.152	0.058	7,406,713	92,261,568	0.789	0.637	0.573	3,908.199951	1,354,963,584	953,500.0625
AAP	2010-04-09	0.174	0.022	7,406,713	92,262,048	0.789	0.615	0.781	3,887	1,407,812,736	1,266,599.875
AAP	2010-04-16	0.114	-0.06	6,743,876	92,262,432	0.774	0.661	0.861	4,155.5	1,460,661,888	2,016,000
AAP	2010-04-23	0.113	-0.001	6,743,876	92,261,984	0.774	0.661	0.813	4,254.200195	1,513,511,040	1,209,200
AAP	2010-04-30	0.103	-0.01	6,338,982	92,261,640	0.759	0.656	0.204	4,161	1,566,360,192	1,292,999.875
AAP	2010-05-07	0.086	-0.018	6,338,982	92,262,344	0.761	0.675	0.844	4,037.399902	1,619,209,344	1,313,400.125
AAP	2010-05-14	0.099	0.014	6,338,982	92,260,576	0.763	0.664	1.069	4,142.5	1,672,058,496	1,144,000
AAP	2010-05-21	0.072	-0.028	5,634,991	92,261,976	0.739	0.668	1.131	4,564.200195	1,724,907,648	2,795,599.75
AAP	2010-05-28	0.054	-0.018	5,634,991	92,260,440	0.74	0.686	0.927	4,775.399902	1,777,756,800	1,963,399.875
AAP	2010-06-04	0.025	-0.029	4,872,698	87,418,256	0.714	0.69	1.43	4,384.899902	1,830,605,952	1,667,000.125
AAP	2010-06-11	-0.005	-0.029	4,872,698	87,418,336	0.715	0.72	1.784	4,415.5	1,796,218,496	1,950,599.875
AAP	2010-06-18	0.027	0.031	3,982,933	87,418,096	0.662	0.636	1.473	4,509.899902	1,761,831,040	987,600
AAP	2010-06-25	-0.023	-0.05	3,982,933	87,418,464	0.662	0.685	1.326	4,449.600098	1,727,443,456	1,102,599.875
AAP	2010-07-02	-0.094	-0.071	2,922,862	87,418,160	0.56	0.655	1.982	4,459.200195	1,693,056,000	1,102,599.875
AAP	2010-07-09	-0.123	-0.028	2,922,862	87,417,584	0.561	0.683	2.288	4,481.899902	1,658,668,544	1,272,000
AAP	2010-07-16	-0.077	0.046	2,931,765	87,417,224	0.557	0.634	1.828	4,488	1,624,280,960	1,083,200
AAP	2010-07-23	-0.122	-0.046	2,931,765	87,417,392	0.557	0.68	2.262	4,735.399902	1,589,893,504	1,114,800
AAP	2010-07-30	-0.132	-0.009	2,910,556	87,418,272	0.552	0.684	2.312	4,679.5	1,555,506,048	810,400
AAP	2010-08-06	-0.114	0.018	2,910,556	87,418,008	0.555	0.67	1.717	4,611.299805	1,521,118,464	887,200
AAP	2010-08-13	-0.088	0.026	2,910,556	87,417,984	0.556	0.644	2.09	4,743.299805	1,486,731,008	1,410,000
AAP	2010-08-20	-0.132	-0.045	2,756,445	87,418,136	0.534	0.666	2.753	4,885.799805	1,452,343,552	1,057,000
AAP	2010-08-27	-0.12	0.013	2,756,445	84,265,920	0.545	0.664	2.714	4,683.5	1,417,956,096	1,043,000
AAP	2010-09-03	-0.183	-0.063	2,184,818	84,266,008	0.491	0.673	2.733	4,764.399902	1,417,002,240	921,800
AAP	2010-09-10	-0.136	0.047	2,184,818	84,266,088	0.491	0.627	3.637	4,724.799805	1,416,048,512	592,499.9375
AAP	2010-09-17	-0.078	0.057	2,955,187	84,266,552	0.545	0.624	1.471	4,900.100098	1,415,094,784	806,800
AAP	2010-09-24	-0.11	-0.032	2,955,187	84,266,056	0.546	0.656	2.257	5,023.100098	1,414,141,056	1,143,000.125
AAP	2010-10-01	-0.068	0.042	3,033,910	84,265,752	0.565	0.634	1.72	4,946.399902	1,413,187,200	803,400
AAP	2010-10-08	-0.096	-0.028	3,033,910	84,266,432	0.565	0.661	1.911	4,933.799805	1,412,233,472	700,400
AAP	2010-10-15	-0.096	0	2,897,502	84,266,728	0.558	0.654	1.813	5,136.899902	1,411,279,744	631,400
AAP	2010-10-22	-0.079	0.017	2,897,502	84,265,464	0.558	0.638	1.903	5,173.899902	1,410,326,016	685,400
AAP	2010-10-29	-0.071	0.008	2,897,502	84,265,920	0.559	0.63	1.846	5,475.600098	1,409,372,288	910,400
AAP	2010-11-05	0.005	0.076	3,322,522	84,266,344	0.622	0.617	1.973	5,530.399902	1,408,418,560	545,800
AAP	2010-11-12	-0.019	-0.023	3,322,522	84,266,232	0.623	0.641	2.132	5,437.700195	1,407,464,704	1,891,600
AAP	2010-11-19	-0.009	0.01	3,467,525	84,052,560	0.647	0.656	1.66	5,469.299805	1,406,510,976	791,600
AAP	2010-11-26	-0.012	-0.004	3,467,525	84,053,048	0.647	0.659	1.723	5,640.799805	1,397,418,880	543,000
AAP	2010-12-03	-0.039	-0.027	3,188,203	84,052,464	0.632	0.672	2.907	5,734.899902	1,388,326,912	915,600
AAP	2010-12-10	-0.019	0.021	3,188,203	84,053,296	0.632	0.651	1.958	5,708.899902	1,379,234,816	644,800
AAP	2010-12-17	-0.029	-0.01	2,858,655	84,053,000	0.601	0.63	1.42	5,613.899902	1,370,142,720	738,000
AAP	2010-12-24	-0.023	0.006	2,858,655	84,052,880	0.6	0.623	1.267	5,595.399902	1,361,050,624	490,000
AAP	2010-12-31	0.001	0.024	2,763,588	84,052,912	0.605	0.604	2.134	5,560.100098	1,351,958,656	445,000
AAP	2011-01-07	-0.024	-0.025	2,763,588	84,053,008	0.604	0.629	2.657	5,201.200195	1,342,866,560	1,368,800
AAP	2011-01-14	-0.043	-0.019	2,763,588	84,053,496	0.605	0.648	1.847	5,310.5	1,333,774,464	890,400
AAP	2011-01-21	-0.1	-0.057	2,213,770	84,052,912	0.56	0.66	3.648	5,338.200195	1,324,682,368	861,750
AAP	2011-01-28	-0.073	0.027	2,213,770	84,053,680	0.56	0.633	1.598	5,387	1,315,590,272	919,800
AAP	2011-02-04	-0.134	-0.061	1,948,355	84,052,832	0.524	0.658	2.579	5,377.700195	1,306,498,304	894,200
AAP	2011-02-11	-0.138	-0.004	1,948,355	84,053,600	0.525	0.663	3.159	5,488.700195	1,297,406,208	2,049,799.875
AAP	2011-02-18	-0.036	0.102	2,652,224	84,053,536	0.609	0.645	2.518	5,244.100098	1,288,314,112	1,201,400.125
AAP	2011-02-25	-0.06	-0.024	2,652,224	84,052,376	0.61	0.67	2.193	5,264.200195	1,279,222,016	1,348,999.875
AAP	2011-03-04	-0.003	0.058	3,768,882	80,059,568	0.693	0.696	2.323	5,107	1,270,130,048	1,041,600
AAP	2011-03-11	0.002	0.005	3,768,882	80,060,976	0.694	0.692	1.021	5,252	1,318,432,512	1,053,800
AAP	2011-03-18	0.071	0.068	4,506,232	80,060,184	0.738	0.667	1.595	5,187.899902	1,366,735,104	1,150,000
AAP	2011-03-25	0.067	-0.004	4,506,232	80,060,360	0.738	0.672	1.017	5,304.799805	1,415,037,568	928,800
AAP	2011-04-01	0.097	0.03	4,892,362	80,060,456	0.752	0.655	1.153	5,296.799805	1,463,340,160	609,200
AAP	2011-04-08	0.075	-0.022	4,892,362	80,060,192	0.751	0.677	1.106	5,320.799805	1,511,642,752	799,200
AAP	2011-04-15	0.078	0.003	4,667,777	80,059,528	0.739	0.661	1.661	5,111	1,559,945,344	1,232,800
AAP	2011-04-22	0.079	0.001	4,667,777	80,060,224	0.739	0.66	1.546	5,317.600098	1,608,247,808	784,250
AAP	2011-04-29	0.067	-0.012	4,667,777	80,059,584	0.74	0.673	1.616	5,240.700195	1,656,550,272	727,200
AAP	2011-05-06	0.053	-0.014	4,552,889	80,059,952	0.729	0.676	1.824	5,207.899902	1,704,852,864	842,800
AAP	2011-05-13	0.059	0.006	4,552,889	80,060,976	0.73	0.671	2.097	5,777.200195	1,753,155,328	1,539,600
AAP	2011-05-20	0.081	0.022	4,897,893	80,060,056	0.744	0.663	1.123	5,065.399902	1,801,457,920	2,538,600
AAP	2011-05-27	0.058	-0.023	4,897,893	80,059,568	0.743	0.685	1.186	4,973.299805	1,849,760,512	1,488,600.125
AAP	2011-06-03	0.064	0.006	4,898,339	76,637,104	0.746	0.682	1.78	4,580.600098	1,898,062,976	1,654,500
AAP	2011-06-10	0.065	0.001	4,898,339	76,637,920	0.746	0.681	1.351	4,442.700195	1,863,211,008	1,241,600
AAP	2011-06-17	0.08	0.015	5,042,944	76,637,992	0.745	0.665	1.518	4,454.200195	1,828,359,040	2,087,000.125
AAP	2011-06-24	0.052	-0.027	5,042,944	76,637,360	0.745	0.693	0.959	4,444.200195	1,793,506,944	1,375,800.125
AAP	2011-07-01	0.068	0.016	3,935,885	76,637,904	0.682	0.613	1.039	4,529.299805	1,758,654,976	1,045,400
AAP	2011-07-08	-0.008	-0.077	3,935,885	76,637,344	0.681	0.69	1.674	4,530.799805	1,723,803,008	1,009,000
AAP	2011-07-15	-0.045	-0.037	3,684,932	76,637,232	0.661	0.706	1.818	4,252.600098	1,688,951,040	1,656,000
AAP	2011-07-22	0.001	0.047	3,684,932	76,636,840	0.661	0.659	2.656	4,281.700195	1,654,098,944	1,155,600
AAP	2011-07-29	-0.026	-0.027	3,684,932	76,638,160	0.661	0.687	2.606	4,212.799805	1,619,246,976	1,460,000
AAP	2011-08-05	-0.053	-0.027	3,203,058	76,637,704	0.637	0.69	1.939	4,057.199951	1,584,395,008	1,276,199.875
AAP	2011-08-12	-0.054	-0.001	3,203,058	76,637,672	0.639	0.693	2.189	4,228.100098	1,549,543,040	2,728,600
AAP	2011-08-19	-0.048	0.006	3,313,398	76,636,760	0.649	0.697	1.571	4,441.100098	1,514,690,944	1,800,400
AAP	2011-08-26	-0.045	0.004	3,313,398	73,734,792	0.658	0.703	1.597	4,365.100098	1,479,838,976	1,297,799.875
AAP	2011-09-02	0.094	0.139	3,964,683	73,734,856	0.695	0.6	1.61	4,382.799805	1,478,601,472	980,600
AAP	2011-09-09	0.004	-0.09	3,964,683	73,734,280	0.694	0.69	1.659	4,456.5	1,477,363,840	889,250
AAP	2011-09-16	0.055	0.05	4,201,529	73,733,824	0.701	0.647	1.477	4,615	1,476,126,208	1,047,600
AAP	2011-09-23	0.014	-0.04	4,201,529	73,733,528	0.702	0.688	1.125	4,421.799805	1,474,888,704	988,600
AAP	2011-09-30	0.008	-0.006	4,192,376	73,734,936	0.689	0.681	1.928	4,284	1,473,651,072	822,200
AAP	2011-10-07	-0.002	-0.01	4,192,376	73,734,752	0.689	0.69	1.259	4,353.299805	1,472,413,440	719,000
AAP	2011-10-14	0.014	0.016	4,192,376	73,733,944	0.689	0.675	1.796	4,478.600098	1,471,175,936	582,600
AAP	2011-10-21	-0.048	-0.062	3,487,545	73,734,904	0.639	0.687	1.347	4,639.399902	1,469,938,304	917,400
AAP	2011-10-28	-0.023	0.025	3,487,545	73,733,824	0.639	0.662	1.993	4,842.100098	1,468,700,800	626,200
AAP	2011-11-04	-0.011	0.012	3,239,690	73,733,720	0.623	0.634	1.146	4,867.899902	1,467,463,168	629,000
AAP	2011-11-11	-0.042	-0.031	3,239,690	73,733,640	0.623	0.664	2.013	5,182	1,466,225,536	1,520,999.875
AAP	2011-11-18	0.02	0.062	3,493,722	72,445,920	0.665	0.646	2.455	4,922.700195	1,464,988,032	995,800
AAP	2011-11-25	-0.002	-0.022	3,493,722	72,445,632	0.666	0.668	2.281	4,864	1,455,826,944	733,750
AAP	2011-12-02	-0.003	-0.001	3,393,516	72,445,704	0.661	0.665	1.33	5,003.100098	1,446,665,856	643,800
AAP	2011-12-09	-0.004	0	3,393,516	72,445,928	0.661	0.665	1.7	5,091.5	1,437,504,768	653,600
AAP	2011-12-16	0.037	0.041	3,318,220	72,445,584	0.65	0.613	1.568	4,926.299805	1,428,343,680	888,200
AAP	2011-12-23	-0.01	-0.047	3,318,220	72,445,552	0.649	0.659	2.256	5,089.299805	1,419,182,720	782,200
AAP	2011-12-30	0.062	0.071	3,892,067	72,445,776	0.703	0.641	1.308	5,044.399902	1,410,021,632	489,500
AAP	2012-01-06	0.022	-0.04	3,892,067	72,446,152	0.703	0.681	1.465	5,179.899902	1,400,860,544	1,036,000

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