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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	2010-09-24	-0.116	-0.01	2,955,187	84,266,056	0.546	0.662	1.7	5,023.100098	1,414,141,056	1,143,000.125
AAP	2010-10-01	-0.086	0.03	3,033,910	84,265,752	0.566	0.651	2.037	4,946.399902	1,413,187,200	803,400
AAP	2010-10-08	-0.093	-0.008	3,033,910	84,266,432	0.565	0.658	2.166	4,933.799805	1,412,233,472	700,400
AAP	2010-10-15	-0.077	0.017	2,897,502	84,266,728	0.558	0.635	1.94	5,136.899902	1,411,279,744	631,400
AAP	2010-10-22	-0.1	-0.024	2,897,502	84,265,464	0.558	0.659	2.529	5,173.899902	1,410,326,016	685,400
AAP	2010-10-29	-0.081	0.02	2,897,502	84,265,920	0.559	0.64	2.156	5,475.600098	1,409,372,288	910,400
AAP	2010-11-05	0.005	0.086	3,322,522	84,266,344	0.622	0.617	1.463	5,530.399902	1,408,418,560	545,800
AAP	2010-11-12	-0.017	-0.022	3,322,522	84,266,232	0.622	0.64	1.724	5,437.700195	1,407,464,704	1,891,600
AAP	2010-11-19	-0.022	-0.005	3,467,525	84,052,560	0.647	0.669	1.915	5,469.299805	1,406,510,976	791,600
AAP	2010-11-26	0.007	0.029	3,467,525	84,053,048	0.647	0.64	1.143	5,640.799805	1,397,418,880	543,000
AAP	2010-12-03	-0.024	-0.031	3,188,203	84,052,464	0.632	0.657	1.684	5,734.899902	1,388,326,912	915,600
AAP	2010-12-10	-0.015	0.009	3,188,203	84,053,296	0.632	0.647	1.346	5,708.899902	1,379,234,816	644,800
AAP	2010-12-17	-0.009	0.006	2,858,655	84,053,000	0.601	0.61	1.596	5,613.899902	1,370,142,720	738,000
AAP	2010-12-24	-0.045	-0.036	2,858,655	84,052,880	0.6	0.646	2.391	5,595.399902	1,361,050,624	490,000
AAP	2010-12-31	-0.016	0.03	2,763,588	84,052,912	0.605	0.621	1.944	5,560.100098	1,351,958,656	445,000
AAP	2011-01-07	-0.036	-0.02	2,763,588	84,053,008	0.605	0.641	1.786	5,201.200195	1,342,866,560	1,368,800
AAP	2011-01-14	-0.016	0.02	2,763,588	84,053,496	0.605	0.621	2.583	5,310.5	1,333,774,464	890,400
AAP	2011-01-21	-0.095	-0.079	2,213,770	84,052,912	0.56	0.656	2.483	5,338.200195	1,324,682,368	861,750
AAP	2011-01-28	-0.098	-0.003	2,213,770	84,053,680	0.561	0.659	0.415	5,387	1,315,590,272	919,800
AAP	2011-02-04	-0.152	-0.054	1,948,355	84,052,832	0.525	0.677	2.768	5,377.700195	1,306,498,304	894,200
AAP	2011-02-11	-0.118	0.034	1,948,355	84,053,600	0.525	0.643	2.629	5,488.700195	1,297,406,208	2,049,799.875
AAP	2011-02-18	-0.064	0.053	2,652,224	84,053,536	0.609	0.674	3.307	5,244.100098	1,288,314,112	1,201,400.125
AAP	2011-02-25	-0.075	-0.011	2,652,224	84,052,376	0.61	0.686	3.219	5,264.200195	1,279,222,016	1,348,999.875
AAP	2011-03-04	0.026	0.101	3,768,882	80,059,568	0.693	0.667	1.461	5,107	1,270,130,048	1,041,600
AAP	2011-03-11	0.002	-0.024	3,768,882	80,060,976	0.694	0.692	1.791	5,252	1,318,432,512	1,053,800
AAP	2011-03-18	0.075	0.074	4,506,232	80,060,184	0.738	0.663	1.211	5,187.899902	1,366,735,104	1,150,000
AAP	2011-03-25	0.068	-0.008	4,506,232	80,060,360	0.739	0.671	0.977	5,304.799805	1,415,037,568	928,800
AAP	2011-04-01	0.098	0.03	4,892,362	80,060,456	0.752	0.654	1.441	5,296.799805	1,463,340,160	609,200
AAP	2011-04-08	0.076	-0.022	4,892,362	80,060,192	0.752	0.676	1.109	5,320.799805	1,511,642,752	799,200
AAP	2011-04-15	0.101	0.025	4,667,777	80,059,528	0.739	0.639	1.273	5,111	1,559,945,344	1,232,800
AAP	2011-04-22	0.085	-0.016	4,667,777	80,060,224	0.74	0.655	0.797	5,317.600098	1,608,247,808	784,250
AAP	2011-04-29	0.078	-0.007	4,667,777	80,059,584	0.74	0.662	1.447	5,240.700195	1,656,550,272	727,200
AAP	2011-05-06	0.088	0.009	4,552,889	80,059,952	0.729	0.641	0.864	5,207.899902	1,704,852,864	842,800
AAP	2011-05-13	0.069	-0.019	4,552,889	80,060,976	0.731	0.662	1.285	5,777.200195	1,753,155,328	1,539,600
AAP	2011-05-20	0.096	0.028	4,897,893	80,060,056	0.744	0.648	1.503	5,065.399902	1,801,457,920	2,538,600
AAP	2011-05-27	0.041	-0.055	4,897,893	80,059,568	0.743	0.702	1.585	4,973.299805	1,849,760,512	1,488,600.125
AAP	2011-06-03	0.04	-0.001	4,898,339	76,637,104	0.746	0.706	1.325	4,580.600098	1,898,062,976	1,654,500
AAP	2011-06-10	0.067	0.027	4,898,339	76,637,920	0.746	0.679	1.266	4,442.700195	1,863,211,008	1,241,600
AAP	2011-06-17	0.065	-0.002	5,042,944	76,637,992	0.745	0.68	2.214	4,454.200195	1,828,359,040	2,087,000.125
AAP	2011-06-24	0.039	-0.026	5,042,944	76,637,360	0.745	0.706	1.123	4,444.200195	1,793,506,944	1,375,800.125
AAP	2011-07-01	0.053	0.014	3,935,885	76,637,904	0.682	0.629	1.484	4,529.299805	1,758,654,976	1,045,400
AAP	2011-07-08	-0.014	-0.067	3,935,885	76,637,344	0.682	0.696	1.711	4,530.799805	1,723,803,008	1,009,000
AAP	2011-07-15	-0.047	-0.033	3,684,932	76,637,232	0.661	0.708	2.156	4,252.600098	1,688,951,040	1,656,000
AAP	2011-07-22	-0.019	0.029	3,684,932	76,636,840	0.661	0.68	1.222	4,281.700195	1,654,098,944	1,155,600
AAP	2011-07-29	-0.036	-0.017	3,684,932	76,638,160	0.661	0.697	1.512	4,212.799805	1,619,246,976	1,460,000
AAP	2011-08-05	-0.057	-0.022	3,203,058	76,637,704	0.637	0.694	1.799	4,057.199951	1,584,395,008	1,276,199.875
AAP	2011-08-12	-0.058	-0.001	3,203,058	76,637,672	0.639	0.697	1.978	4,228.100098	1,549,543,040	2,728,600
AAP	2011-08-19	-0.058	0	3,313,398	76,636,760	0.649	0.707	2.39	4,441.100098	1,514,690,944	1,800,400
AAP	2011-08-26	-0.054	0.004	3,313,398	73,734,792	0.659	0.712	1.794	4,365.100098	1,479,838,976	1,297,799.875
AAP	2011-09-02	0.039	0.093	3,964,683	73,734,856	0.695	0.656	1.601	4,382.799805	1,478,601,472	980,600
AAP	2011-09-09	-0.002	-0.041	3,964,683	73,734,280	0.695	0.697	1.859	4,456.5	1,477,363,840	889,250
AAP	2011-09-16	0.04	0.042	4,201,529	73,733,824	0.701	0.661	1.538	4,615	1,476,126,208	1,047,600
AAP	2011-09-23	0.013	-0.027	4,201,529	73,733,528	0.702	0.689	0.884	4,421.799805	1,474,888,704	988,600
AAP	2011-09-30	-0.007	-0.019	4,192,376	73,734,936	0.689	0.696	1.545	4,284	1,473,651,072	822,200
AAP	2011-10-07	-0.01	-0.003	4,192,376	73,734,752	0.689	0.698	1.958	4,353.299805	1,472,413,440	719,000
AAP	2011-10-14	0.022	0.032	4,192,376	73,733,944	0.689	0.667	1.003	4,478.600098	1,471,175,936	582,600
AAP	2011-10-21	-0.056	-0.078	3,487,545	73,734,904	0.64	0.695	2.425	4,639.399902	1,469,938,304	917,400
AAP	2011-10-28	-0.021	0.035	3,487,545	73,733,824	0.639	0.66	1.575	4,842.100098	1,468,700,800	626,200
AAP	2011-11-04	-0.022	-0.001	3,239,690	73,733,720	0.623	0.646	1.605	4,867.899902	1,467,463,168	629,000
AAP	2011-11-11	-0.039	-0.016	3,239,690	73,733,640	0.623	0.662	2.184	5,182	1,466,225,536	1,520,999.875
AAP	2011-11-18	-0.006	0.033	3,493,722	72,445,920	0.666	0.672	1.524	4,922.700195	1,464,988,032	995,800
AAP	2011-11-25	-0.023	-0.017	3,493,722	72,445,632	0.666	0.689	1.189	4,864	1,455,826,944	733,750
AAP	2011-12-02	-0.016	0.007	3,393,516	72,445,704	0.662	0.678	2.471	5,003.100098	1,446,665,856	643,800
AAP	2011-12-09	-0.01	0.006	3,393,516	72,445,928	0.661	0.672	1.568	5,091.5	1,437,504,768	653,600
AAP	2011-12-16	0.013	0.023	3,318,220	72,445,584	0.65	0.637	1.608	4,926.299805	1,428,343,680	888,200
AAP	2011-12-23	-0.015	-0.028	3,318,220	72,445,552	0.65	0.665	1.285	5,089.299805	1,419,182,720	782,200
AAP	2011-12-30	0.018	0.033	3,892,067	72,445,776	0.703	0.686	2.642	5,044.399902	1,410,021,632	489,500
AAP	2012-01-06	0.028	0.01	3,892,067	72,446,152	0.703	0.675	1.237	5,179.899902	1,400,860,544	1,036,000
AAP	2012-01-13	0.023	-0.005	3,892,067	72,446,128	0.703	0.68	1.27	5,177	1,391,699,456	487,600
AAP	2012-01-20	0.122	0.1	4,856,725	72,445,480	0.755	0.633	1.263	5,415.299805	1,382,538,368	874,000
AAP	2012-01-27	0.09	-0.032	4,856,725	72,445,912	0.756	0.666	1.113	5,458.799805	1,373,377,280	567,400
AAP	2012-02-03	0.163	0.073	5,799,539	72,445,400	0.788	0.625	0.759	5,572.5	1,364,216,320	951,400
AAP	2012-02-10	0.116	-0.047	5,799,539	72,445,304	0.788	0.672	1.165	5,794.899902	1,355,055,232	1,440,600.125
AAP	2012-02-17	0.153	0.036	5,121,640	72,445,952	0.768	0.615	1.154	6,199.200195	1,345,894,144	2,102,200
AAP	2012-02-24	0.09	-0.062	5,121,640	72,446,208	0.769	0.678	1.391	6,127.5	1,336,733,056	1,459,500
AAP	2012-03-02	0.027	-0.063	3,170,719	72,924,688	0.672	0.644	2.195	6,323.299805	1,327,571,968	1,023,200
AAP	2012-03-09	-0.01	-0.037	3,170,719	72,924,264	0.672	0.682	1.441	6,364.100098	1,376,012,032	1,160,400
AAP	2012-03-16	-0.095	-0.085	2,188,061	72,924,472	0.582	0.677	2.221	6,421	1,424,451,968	825,000
AAP	2012-03-23	-0.098	-0.003	2,188,061	72,925,048	0.583	0.681	3.283	6,489.600098	1,472,892,032	843,000
AAP	2012-03-30	-0.132	-0.034	1,985,846	72,924,240	0.547	0.679	4.038	6,458.899902	1,521,331,968	776,800
AAP	2012-04-06	-0.129	0.003	1,985,846	72,924,616	0.547	0.676	2.672	6,577.799805	1,569,772,032	760,250
AAP	2012-04-13	-0.109	0.02	1,985,846	72,925,128	0.547	0.656	2.843	6,574.200195	1,618,211,968	852,000
AAP	2012-04-20	-0.216	-0.107	1,395,012	72,924,656	0.459	0.674	5.566	6,620.100098	1,666,652,032	632,600
AAP	2012-04-27	-0.222	-0.007	1,395,012	72,925,192	0.458	0.68	3.06	6,736.100098	1,715,091,968	954,200
AAP	2012-05-04	-0.233	-0.01	1,351,950	72,924,968	0.438	0.67	2.805	6,589.5	1,763,532,032	728,000
AAP	2012-05-11	-0.232	0.001	1,351,950	72,924,680	0.438	0.67	4.58	6,448	1,811,971,968	795,200
AAP	2012-05-18	-0.22	0.012	1,575,249	72,924,416	0.47	0.69	5.32	4,862.600098	1,860,412,032	2,905,600
AAP	2012-05-25	-0.217	0.004	1,575,249	72,925,208	0.47	0.687	4.425	5,372.399902	1,908,851,968	2,448,600
AAP	2012-06-01	-0.267	-0.05	1,380,100	73,514,200	0.427	0.694	4.044	5,229.799805	1,957,292,032	1,214,750
AAP	2012-06-08	-0.3	-0.033	1,380,100	73,514,056	0.427	0.727	7.169	5,464.299805	1,915,932,928	1,148,800
AAP	2012-06-15	-0.154	0.146	2,481,042	73,514,480	0.565	0.72	2.313	5,126.899902	1,874,573,824	1,258,200.125
AAP	2012-06-22	-0.149	0.005	2,481,042	73,513,912	0.565	0.714	3.079	4,993.799805	1,833,214,720	1,707,399.875
AAP	2012-06-29	-0.101	0.048	2,481,042	73,513,632	0.565	0.666	3.221	5,015.100098	1,791,855,616	2,016,199.875
AAP	2012-07-06	-0.112	-0.011	2,899,394	73,513,400	0.61	0.722	1.586	5,076.100098	1,750,496,512	1,048,250
AAP	2012-07-13	-0.108	0.004	2,899,394	73,513,968	0.61	0.718	2.481	5,263.600098	1,709,137,536	1,335,200
AAP	2012-07-20	-0.074	0.035	3,329,714	73,514,408	0.647	0.721	2.91	5,332	1,667,778,432	1,062,800
AAP	2012-07-27	-0.056	0.018	3,329,714	73,513,864	0.648	0.704	2.41	5,117.299805	1,626,419,328	1,598,200.125
AAP	2012-08-03	-0.023	0.033	3,530,065	73,514,192	0.669	0.693	1.584	4,999.700195	1,585,060,224	1,430,200.125
AAP	2012-08-10	-0.023	0	3,530,065	73,514,576	0.671	0.694	1.605	5,043.100098	1,543,701,120	1,603,600
AAP	2012-08-17	-0.017	0.006	3,284,484	73,514,472	0.659	0.677	2.126	5,357	1,502,342,144	1,241,600

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