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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	2003-01-24	0.014	0.003	2,465,731	107,079,272	0.708	0.694	2.693	1,527.699951	745,539,520	2,418,750
AAP	2003-01-31	-0.043	-0.057	1,976,743.875	107,079,032	0.65	0.693	3.159	1,558	740,748,096	1,976,999.875
AAP	2003-02-07	-0.094	-0.051	1,976,743.875	107,074,792	0.651	0.745	3.911	1,404.5	735,956,736	2,156,400.25
AAP	2003-02-14	-0.048	0.046	1,976,743.875	107,079,584	0.651	0.698	2.977	1,438.400024	731,165,312	3,004,000
AAP	2003-02-21	-0.066	-0.018	1,976,743.875	107,079,440	0.651	0.717	3.715	1,387	726,373,952	1,552,750
AAP	2003-02-28	-0.056	0.009	1,976,743.875	107,080,800	0.651	0.708	4.183	1,392.800049	721,582,528	1,366,800
AAP	2003-03-07	-0.08	-0.024	2,018,351	107,080,120	0.645	0.725	3.176	1,402	716,791,168	1,626,800
AAP	2003-03-14	-0.075	0.005	2,018,351	107,074,984	0.645	0.72	3.382	1,543.699951	711,999,808	1,624,999.875
AAP	2003-03-21	-0.027	0.048	2,018,351	107,074,880	0.646	0.673	3.041	1,631.5	707,208,384	2,058,800
AAP	2003-03-28	-0.066	-0.04	2,018,351	107,299,408	0.647	0.713	3.466	1,659.599976	702,417,024	1,386,800
AAP	2003-04-04	-0.031	0.035	2,233,173	107,299,632	0.662	0.693	3.809	1,725.699951	743,806,976	1,190,200.125
AAP	2003-04-11	-0.046	-0.014	2,233,173	107,299,360	0.662	0.707	2.525	1,684.599976	785,196,992	1,198,400
AAP	2003-04-18	-0.029	0.016	2,233,173	107,298,816	0.662	0.691	2.526	1,705.300049	826,587,008	895,750
AAP	2003-04-25	-0.023	0.007	2,233,173	107,297,304	0.662	0.684	1.887	1,786.5	867,977,024	945,800
AAP	2003-05-02	0.056	0.079	2,672,297	107,296,336	0.692	0.636	3.063	1,792.599976	909,366,976	1,620,600.125
AAP	2003-05-09	-0.017	-0.073	2,672,297	107,298,816	0.692	0.709	2.939	1,906.699951	950,756,992	1,144,199.875
AAP	2003-05-16	0.011	0.028	2,672,297	107,299,048	0.695	0.684	2.795	2,163.899902	992,147,008	3,594,400
AAP	2003-05-23	-0.017	-0.028	2,672,297	108,999,856	0.694	0.71	2.038	2,198.199951	1,033,537,024	2,018,200.125
AAP	2003-05-30	-0.039	-0.023	2,395,406	108,997,840	0.671	0.71	2.908	2,161.100098	1,017,339,584	2,172,750
AAP	2003-06-06	-0.037	0.003	2,395,406	109,001,856	0.671	0.707	3.621	2,180.800049	1,001,142,144	3,653,800
AAP	2003-06-13	-0.03	0.007	2,395,406	109,000,152	0.671	0.701	2.768	2,183.600098	984,944,768	1,167,399.875
AAP	2003-06-20	-0.039	-0.009	2,395,406	109,002,200	0.671	0.711	2.292	2,133.5	968,747,328	2,136,800
AAP	2003-06-27	-0.032	0.007	2,395,406	108,999,000	0.672	0.704	2.528	2,188.699951	952,549,888	1,637,200
AAP	2003-07-04	0.029	0.062	2,634,762	108,999,520	0.692	0.662	2.043	2,244.300049	936,352,512	1,898,750
AAP	2003-07-11	-0.003	-0.032	2,634,762	108,998,584	0.692	0.695	1.688	2,307.5	920,155,072	1,361,400.125
AAP	2003-07-18	0.001	0.004	2,634,762	109,000,136	0.692	0.69	2.403	2,368.899902	903,957,696	1,251,399.875
AAP	2003-07-25	-0.005	-0.006	2,634,762	109,001,328	0.692	0.697	1.783	2,466.699951	887,760,256	826,000
AAP	2003-08-01	0.113	0.118	2,980,203	109,001,456	0.711	0.597	1.591	2,470.300049	871,562,816	983,600
AAP	2003-08-08	-0.005	-0.118	2,980,203	108,998,992	0.711	0.716	2.118	2,490.300049	855,365,440	2,405,600
AAP	2003-08-15	0.002	0.008	2,980,203	110,093,520	0.713	0.71	2.324	2,672.300049	839,168,064	1,505,400.125
AAP	2003-08-22	-0.034	-0.036	2,980,203	110,092,376	0.713	0.747	1.681	2,705.300049	840,014,272	1,739,800.125
AAP	2003-08-29	0.036	0.07	2,980,203	110,095,248	0.713	0.677	1.975	2,739.5	840,860,480	1,172,400
AAP	2003-09-05	0.01	-0.026	2,630,655	110,095,096	0.697	0.687	3.133	2,628.300049	841,706,752	2,171,750
AAP	2003-09-12	-0.064	-0.074	2,630,655	110,095,680	0.697	0.761	2.336	2,566	842,553,024	1,121,200
AAP	2003-09-19	-0.013	0.051	2,630,655	110,092,752	0.698	0.711	2.609	2,611.399902	843,399,232	598,800
AAP	2003-09-26	-0.066	-0.053	2,630,655	110,093,784	0.698	0.764	3.22	2,582.800049	844,245,504	1,129,200
AAP	2003-10-03	-0.036	0.03	2,249,734	110,094,456	0.673	0.709	2.789	2,715.699951	845,091,776	1,097,799.875
AAP	2003-10-10	-0.03	0.006	2,249,734	110,093,776	0.673	0.703	2.522	2,735.5	845,937,984	843,800
AAP	2003-10-17	-0.021	0.009	2,249,734	110,094,424	0.673	0.694	3.008	2,716.800049	846,784,256	802,800
AAP	2003-10-24	-0.033	-0.012	2,249,734	110,094,600	0.673	0.706	1.878	2,758.199951	847,630,528	757,800
AAP	2003-10-31	-0.053	-0.02	1,757,575	110,094,736	0.619	0.672	3.703	2,870.5	848,476,736	1,923,600
AAP	2003-11-07	-0.104	-0.051	1,757,575	110,728,616	0.619	0.723	4.128	2,952.800049	849,323,008	1,213,600
AAP	2003-11-14	-0.092	0.012	1,757,575	110,728,176	0.621	0.713	3.702	2,991.100098	845,008,832	866,000
AAP	2003-11-21	-0.066	0.026	1,757,575	110,725,984	0.622	0.688	3.003	2,871.899902	840,694,656	1,479,600
AAP	2003-11-28	-0.098	-0.031	1,757,575	110,725,184	0.622	0.719	4.075	3,012.5	836,380,480	1,062,500
AAP	2003-12-05	-0.106	-0.009	1,645,599	110,725,840	0.603	0.709	3.131	2,979.300049	832,066,304	986,600
AAP	2003-12-12	-0.096	0.01	1,645,599	110,727,896	0.602	0.699	3.284	2,905.5	827,752,192	2,437,800
AAP	2003-12-19	-0.116	-0.019	1,645,599	110,727,984	0.602	0.718	3.578	2,915.800049	823,438,016	1,293,200
AAP	2003-12-26	-0.048	0.067	1,645,599	110,728,184	0.602	0.651	3.005	2,930.199951	819,123,840	473,750.03125
AAP	2004-01-02	-0.088	-0.04	1,606,895	110,725,872	0.594	0.682	4.327	3,005.100098	814,809,664	925,500.0625
AAP	2004-01-09	-0.109	-0.021	1,606,895	110,727,432	0.594	0.703	3.654	3,039.800049	810,495,488	986,600
AAP	2004-01-16	-0.046	0.063	1,606,895	110,728,496	0.594	0.64	3.649	3,090.100098	806,181,312	638,200
AAP	2004-01-23	-0.071	-0.025	1,606,895	110,725,488	0.594	0.665	4.041	3,072.300049	801,867,136	769,000
AAP	2004-01-30	0.02	0.092	2,703,889	110,725,712	0.688	0.667	2.416	2,873	797,553,024	994,200
AAP	2004-02-06	0.008	-0.012	2,703,889	110,726,272	0.688	0.679	2.658	3,033.899902	793,238,848	1,115,399.875
AAP	2004-02-13	0.034	0.025	2,703,889	110,725,664	0.688	0.654	1.412	3,092.899902	788,924,672	766,400
AAP	2004-02-20	0.015	-0.019	2,703,889	110,727,136	0.688	0.673	3.268	2,954.199951	784,610,496	2,230,750
AAP	2004-02-27	0.004	-0.011	2,703,889	110,726,240	0.687	0.683	2.677	2,912.100098	780,296,320	943,200
AAP	2004-03-05	-0.084	-0.088	1,764,821	110,728,264	0.599	0.683	3.04	3,056.100098	775,982,144	1,153,799.875
AAP	2004-03-12	-0.077	0.007	1,764,821	110,875,704	0.599	0.676	3.485	2,946.300049	771,667,968	933,800
AAP	2004-03-19	-0.036	0.041	1,764,821	110,877,632	0.599	0.635	4.026	2,896.899902	806,793,024	613,600
AAP	2004-03-26	-0.037	-0.001	1,764,821	110,876,728	0.6	0.636	3.346	2,896.100098	841,918,016	734,400
AAP	2004-04-02	-0.05	-0.013	1,832,192	110,877,488	0.601	0.651	2.37	2,953	877,043,008	748,400
AAP	2004-04-09	-0.034	0.017	1,832,192	110,876,320	0.6	0.634	2.029	3,032.800049	912,168,000	734,750
AAP	2004-04-16	-0.059	-0.025	1,832,192	110,874,592	0.6	0.659	3.821	3,026.100098	947,292,992	549,600
AAP	2004-04-23	-0.068	-0.009	1,832,192	110,875,976	0.6	0.668	3.203	3,269.399902	982,417,984	904,200
AAP	2004-04-30	-0.099	-0.031	1,527,370	110,877,056	0.538	0.637	2.715	3,189.600098	1,017,542,976	593,800
AAP	2004-05-07	-0.12	-0.021	1,527,370	110,874,944	0.537	0.657	4.505	3,088.199951	1,052,668,032	776,200
AAP	2004-05-14	-0.101	0.019	1,527,370	110,877,672	0.538	0.639	2.271	3,066.100098	1,087,793,024	658,800
AAP	2004-05-21	-0.095	0.006	1,527,370	111,226,640	0.539	0.634	4.58	3,112.899902	1,122,918,016	1,244,199.875
AAP	2004-05-28	-0.095	0	1,527,370	111,228,128	0.539	0.634	2.648	3,178.899902	1,106,417,536	562,000
AAP	2004-06-04	-0.118	-0.022	1,497,074	111,226,640	0.524	0.642	2.958	3,112.899902	1,089,917,056	516,249.96875
AAP	2004-06-11	-0.112	0.005	1,497,074	111,224,808	0.524	0.636	3.342	3,184.699951	1,073,416,640	587,250
AAP	2004-06-18	-0.129	-0.017	1,497,074	111,226,408	0.524	0.653	3.963	3,301.199951	1,056,916,160	591,600
AAP	2004-06-25	-0.08	0.05	1,497,074	111,225,488	0.524	0.604	2.856	3,403.5	1,040,415,680	904,400
AAP	2004-07-02	-0.139	-0.06	1,223,386	111,225,840	0.468	0.607	3.508	3,221.100098	1,023,915,200	962,000
AAP	2004-07-09	-0.155	-0.016	1,223,386	111,228,008	0.468	0.624	4.272	3,034.300049	1,007,414,784	1,064,750
AAP	2004-07-16	-0.207	-0.051	1,223,386	111,225,104	0.468	0.675	5.961	2,775.399902	990,914,304	2,360,600
AAP	2004-07-23	-0.215	-0.008	1,223,386	111,226,184	0.468	0.683	4.818	2,685	974,413,824	1,885,200
AAP	2004-07-30	-0.173	0.042	1,444,144	111,225,600	0.513	0.686	4.867	2,752.5	957,913,408	939,800
AAP	2004-08-06	-0.191	-0.018	1,444,144	111,225,976	0.514	0.705	4.13	2,528.5	941,412,928	1,171,399.875
AAP	2004-08-13	-0.191	0	1,444,144	111,226,248	0.515	0.705	4.186	2,458.100098	924,912,448	1,591,200
AAP	2004-08-20	-0.152	0.039	1,444,144	112,302,584	0.513	0.665	3.866	2,702	908,412,032	1,351,200
AAP	2004-08-27	-0.155	-0.003	1,444,144	112,299,272	0.514	0.669	7.134	2,790.300049	906,891,072	1,680,199.875
AAP	2004-09-03	-0.241	-0.086	983,603.9375	112,300,240	0.424	0.665	8.298	2,803.800049	905,370,176	1,180,000
AAP	2004-09-10	-0.249	-0.008	983,603.9375	112,299,664	0.423	0.672	5.467	2,711.699951	903,849,344	1,554,000
AAP	2004-09-17	-0.222	0.027	983,603.9375	112,300,248	0.423	0.644	4.573	2,691.5	902,328,384	1,170,599.875
AAP	2004-09-24	-0.224	-0.003	983,603.9375	112,303,048	0.423	0.647	6.129	2,644.399902	900,807,424	1,701,200
AAP	2004-10-01	-0.156	0.069	1,602,278	112,300,776	0.523	0.679	3.675	2,621.100098	899,286,528	1,487,200
AAP	2004-10-08	-0.169	-0.014	1,602,278	112,301,200	0.523	0.692	3.778	2,633.800049	897,765,568	1,250,000
AAP	2004-10-15	-0.121	0.048	1,602,278	112,301,880	0.523	0.644	3.132	2,522.300049	896,244,672	1,094,400
AAP	2004-10-22	-0.147	-0.025	1,602,278	112,301,688	0.523	0.669	4.308	2,909.399902	894,723,776	2,074,599.875
AAP	2004-10-29	-0.146	0.001	1,602,278	112,300,616	0.523	0.669	3.129	2,928.800049	893,202,816	883,800
AAP	2004-11-05	-0.139	0.007	1,648,788	112,299,640	0.535	0.674	2.585	3,110.699951	891,681,920	1,205,799.875
AAP	2004-11-12	-0.116	0.023	1,648,788	110,293,960	0.539	0.655	3.804	3,102.899902	890,161,024	911,400
AAP	2004-11-19	-0.092	0.024	1,648,788	110,293,856	0.539	0.632	2.586	3,051.5	887,863,488	1,181,200
AAP	2004-11-26	-0.092	0.001	1,648,788	110,293,080	0.539	0.631	3.721	3,123.5	885,566,016	619,500.0625
AAP	2004-12-03	-0.095	-0.003	1,679,672.125	110,295,216	0.548	0.643	4.193	3,089.699951	883,268,480	910,600
AAP	2004-12-10	-0.053	0.041	1,679,672.125	110,296,024	0.549	0.602	2.586	3,055.199951	880,971,008	970,600
AAP	2004-12-17	-0.102	-0.048	1,679,672.125	110,295,952	0.549	0.65	5.42	3,104.5	878,673,472	743,800

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