Datasets:

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	2015-11-13	0.046	-0.03	3,708,037	73,217,432	0.654	0.608	1.461	11,833.400391	2,301,439,232	2,722,200
AAP	2015-11-20	0.032	-0.014	3,470,884	73,236,704	0.645	0.613	2.018	11,924.400391	2,295,203,072	973,400
AAP	2015-11-27	0.049	0.017	3,470,884	73,236,472	0.645	0.596	1.417	12,072.299805	2,277,759,232	715,750
AAP	2015-12-04	-0.006	-0.055	3,131,543	73,236,864	0.624	0.631	2.274	11,412.5	2,260,315,392	1,186,200.125
AAP	2015-12-11	-0.014	-0.008	3,131,543	73,236,808	0.624	0.638	1.886	10,901.299805	2,242,871,296	1,316,999.875
AAP	2015-12-18	0.056	0.07	3,525,641	73,236,608	0.651	0.596	1.949	10,954	2,225,427,456	2,645,600
AAP	2015-12-25	0.011	-0.044	3,525,641	73,236,768	0.651	0.64	1.788	10,921.799805	2,207,983,616	952,250
AAP	2016-01-01	0.071	0.06	3,803,341	73,236,328	0.667	0.596	1.679	11,022.799805	2,190,539,776	626,000
AAP	2016-01-08	0.028	-0.043	3,803,341	73,236,464	0.666	0.638	1.267	10,660.299805	2,173,095,936	1,296,999.875
AAP	2016-01-15	0.005	-0.023	3,682,159	73,236,544	0.662	0.657	1.498	10,567.299805	2,155,652,096	1,186,400
AAP	2016-01-22	-0.004	-0.009	3,682,159	73,236,864	0.662	0.666	1.778	10,577.599609	2,138,208,256	874,499.9375
AAP	2016-01-29	0.066	0.071	3,682,159	73,236,432	0.662	0.595	2.089	11,135.599609	2,120,764,288	1,051,200
AAP	2016-02-05	0.008	-0.058	3,798,368	73,236,760	0.656	0.648	1.605	10,541.700195	2,103,320,448	1,189,600
AAP	2016-02-12	-0.009	-0.017	3,798,368	73,236,480	0.656	0.664	1.697	10,309.5	2,085,876,608	1,820,999.875
AAP	2016-02-19	-0.004	0.005	3,886,055	73,236,784	0.662	0.666	2.502	10,519	2,068,432,768	1,200,750
AAP	2016-02-26	0.024	0.028	3,886,055	73,236,920	0.662	0.638	2.052	10,989.200195	2,050,988,928	689,800
AAP	2016-03-04	0.08	0.056	4,186,822	73,322,176	0.67	0.59	1.199	11,172.099609	2,033,544,960	731,000
AAP	2016-03-11	0.028	-0.052	4,186,822	73,322,192	0.67	0.642	1.255	11,626.700195	2,106,332,160	770,400
AAP	2016-03-18	0.079	0.051	4,132,398	73,322,536	0.665	0.587	1.324	11,546.099609	2,179,119,360	683,400
AAP	2016-03-25	0.059	-0.02	4,132,398	73,322,208	0.666	0.607	0.916	11,865	2,251,906,560	604,000
AAP	2016-04-01	0.071	0.013	4,318,401	73,322,536	0.678	0.607	1.24	11,762.400391	2,324,693,504	762,400
AAP	2016-04-08	0.05	-0.021	4,318,401	73,322,672	0.678	0.629	1.083	11,446.400391	2,397,480,704	709,200
AAP	2016-04-15	0.137	0.087	4,130,698	73,322,784	0.673	0.536	0.128	11,818.900391	2,470,267,904	529,200
AAP	2016-04-22	0.059	-0.078	4,130,698	73,322,600	0.673	0.613	1.406	11,614.299805	2,543,055,104	637,400
AAP	2016-04-29	0.08	0.02	4,130,698	73,322,224	0.673	0.593	1.277	11,445.599609	2,615,842,304	547,400
AAP	2016-05-06	0.066	-0.014	4,153,344	73,322,480	0.675	0.609	1.444	11,036.5	2,688,629,504	861,400
AAP	2016-05-13	0.064	-0.001	4,153,344	73,322,344	0.676	0.611	0.968	10,672.799805	2,761,416,448	735,600
AAP	2016-05-20	0.025	-0.039	3,840,910	73,322,632	0.666	0.641	1.313	10,733.700195	2,834,203,648	2,306,200
AAP	2016-05-27	0.012	-0.013	3,840,910	73,322,240	0.666	0.654	1.566	11,461	2,906,990,848	1,429,200
AAP	2016-06-03	0.02	0.008	3,749,490	73,555,832	0.658	0.638	1.36	11,085.599609	2,979,778,048	1,320,000
AAP	2016-06-10	0.003	-0.018	3,749,490	73,555,744	0.658	0.655	1.375	11,255.5	2,919,475,968	1,497,400.125
AAP	2016-06-17	0.075	0.072	4,570,783	73,556,128	0.694	0.619	1.002	11,368.099609	2,859,174,144	954,200
AAP	2016-06-24	0.049	-0.026	4,570,783	73,556,176	0.694	0.645	1.565	11,365.900391	2,798,872,320	962,200
AAP	2016-07-01	0.058	0.009	4,616,728	73,556,256	0.7	0.642	1.401	12,087.5	2,738,570,240	1,401,400.125
AAP	2016-07-08	0.061	0.003	4,616,728	73,555,960	0.699	0.638	1.755	12,125.700195	2,678,268,416	874,750
AAP	2016-07-15	0.077	0.016	4,595,422	73,556,104	0.698	0.621	1.261	12,106.599609	2,617,966,592	739,400
AAP	2016-07-22	0.089	0.011	4,595,422	73,555,984	0.698	0.61	1.088	12,212.5	2,557,664,512	565,000
AAP	2016-07-29	0.051	-0.037	4,595,422	73,555,872	0.697	0.646	1.106	12,494.200195	2,497,362,688	1,068,400
AAP	2016-08-05	0.06	0.009	4,668,183	73,556,216	0.701	0.641	1.026	12,540.599609	2,437,060,864	903,000
AAP	2016-08-12	0.055	-0.005	4,668,183	73,556,024	0.703	0.647	1.343	12,210.299805	2,376,758,784	891,800
AAP	2016-08-19	0.039	-0.016	4,875,359	73,556,064	0.716	0.677	1.172	11,624.799805	2,316,456,960	1,876,800
AAP	2016-08-26	0.026	-0.013	4,875,359	73,640,240	0.715	0.69	1.543	11,549	2,256,154,880	1,127,600
AAP	2016-09-02	0.1	0.075	5,166,550	73,640,032	0.732	0.632	1.445	11,677.099609	2,255,546,624	666,000
AAP	2016-09-09	0.026	-0.074	5,166,550	73,640,168	0.732	0.706	1.881	11,264	2,254,938,368	1,218,000
AAP	2016-09-16	0.168	0.142	5,536,576	73,639,864	0.749	0.581	1.025	10,906.799805	2,254,330,112	1,225,200
AAP	2016-09-23	0.096	-0.072	5,536,576	73,640,440	0.749	0.653	1.41	10,990.099609	2,253,721,600	1,246,200.125
AAP	2016-09-30	0.107	0.011	5,869,891	73,640,024	0.753	0.646	1.067	10,981.200195	2,253,113,344	1,029,200
AAP	2016-10-07	0.134	0.026	5,869,891	73,640,048	0.754	0.62	0.963	10,908.299805	2,252,505,088	584,800
AAP	2016-10-14	0.193	0.06	5,869,891	73,640,208	0.754	0.56	1.219	10,798.599609	2,251,896,576	581,800
AAP	2016-10-21	0.104	-0.09	6,008,684	73,639,824	0.758	0.654	0.965	10,451.700195	2,251,288,320	1,182,599.875
AAP	2016-10-28	0.137	0.033	6,008,684	73,640,520	0.758	0.621	1.115	10,324.400391	2,250,680,064	1,076,199.875
AAP	2016-11-04	0.143	0.006	6,214,352	73,640,496	0.763	0.62	0.827	10,029.099609	2,250,071,552	985,400
AAP	2016-11-11	0.124	-0.019	6,214,352	73,640,184	0.764	0.64	0.751	10,679.299805	2,249,463,296	1,428,400
AAP	2016-11-18	0.103	-0.021	5,844,024	73,653,808	0.748	0.645	1.422	11,973.900391	2,248,855,040	3,073,600
AAP	2016-11-25	0.094	-0.009	5,844,024	73,653,872	0.748	0.655	0.896	12,584.5	2,237,790,720	885,250
AAP	2016-12-02	0.126	0.032	5,577,871	73,653,464	0.743	0.618	1.386	12,531.400391	2,226,726,400	767,400
AAP	2016-12-09	0.146	0.021	5,577,871	73,653,600	0.742	0.596	0.832	12,932.099609	2,215,662,080	717,200
AAP	2016-12-16	0.129	-0.017	5,906,595	73,653,656	0.757	0.627	1.13	12,661.799805	2,204,598,016	1,023,800
AAP	2016-12-23	0.132	0.003	5,906,595	73,653,816	0.757	0.625	0.637	12,586.700195	2,193,533,696	706,000
AAP	2016-12-30	0.195	0.063	5,827,346	73,653,616	0.757	0.562	1.215	12,456.299805	2,182,469,376	453,249.96875
AAP	2017-01-06	0.165	-0.03	5,827,346	73,653,832	0.757	0.592	0.85	12,493.900391	2,171,405,056	755,750
AAP	2017-01-13	0.155	-0.01	5,827,346	73,653,536	0.756	0.601	1.565	12,873.900391	2,160,340,992	802,400
AAP	2017-01-20	0.14	-0.015	4,978,180	73,653,640	0.732	0.592	1.214	12,631.599609	2,149,276,672	794,499.9375
AAP	2017-01-27	0.115	-0.025	4,978,180	73,653,352	0.732	0.617	1.135	12,106.400391	2,138,212,352	1,067,800
AAP	2017-02-03	0.125	0.01	5,143,110	73,653,448	0.734	0.609	1.324	11,987.099609	2,127,148,032	1,142,800
AAP	2017-02-10	0.095	-0.03	5,143,110	73,653,768	0.734	0.639	1.104	12,082.900391	2,116,083,840	1,179,000.125
AAP	2017-02-17	0.108	0.013	4,950,075	73,653,912	0.722	0.614	1.184	11,901	2,105,019,520	1,107,200
AAP	2017-02-24	0.06	-0.048	4,950,075	73,653,464	0.723	0.663	1.198	11,587.900391	2,093,955,328	2,431,250
AAP	2017-03-03	0.09	0.03	5,006,464	73,761,824	0.724	0.633	1.022	11,458.900391	2,082,891,008	1,195,800.125
AAP	2017-03-10	0.096	0.006	5,006,464	73,761,776	0.725	0.628	1.247	11,357.099609	2,150,220,032	1,133,400.125
AAP	2017-03-17	0.12	0.024	5,039,097	73,761,808	0.725	0.605	0.747	11,241.299805	2,217,548,800	1,037,800
AAP	2017-03-24	0.101	-0.019	5,039,097	73,761,440	0.726	0.625	1.265	11,044.299805	2,284,877,824	808,800
AAP	2017-03-31	0.104	0.003	5,024,708	73,761,640	0.725	0.621	1.198	10,935.900391	2,352,206,592	862,000
AAP	2017-04-07	0.087	-0.017	5,024,708	73,761,344	0.726	0.639	0.93	10,477.799805	2,419,535,616	1,107,200
AAP	2017-04-14	0.129	0.042	5,024,708	73,761,800	0.726	0.597	0.914	10,392.299805	2,486,864,384	644,000
AAP	2017-04-21	0.094	-0.034	5,240,868	73,761,920	0.728	0.633	1.433	10,831.200195	2,554,193,408	964,600
AAP	2017-04-28	0.075	-0.02	5,453,394	73,761,784	0.735	0.661	1.083	10,484.5	2,621,522,432	1,317,400.125
AAP	2017-05-05	0.127	0.052	5,453,394	73,761,904	0.736	0.609	1.529	10,694	2,688,851,200	697,000
AAP	2017-05-12	0.121	-0.006	5,453,394	73,761,552	0.737	0.616	0.893	10,696.900391	2,756,180,224	679,200
AAP	2017-05-19	0.071	-0.05	5,330,699	73,761,800	0.732	0.661	1.375	11,172.700195	2,823,508,992	1,564,199.875
AAP	2017-05-26	0.02	-0.051	5,330,699	73,844,656	0.732	0.712	1.11	9,907	2,890,838,016	3,593,400
AAP	2017-06-02	0.069	0.05	6,037,429	73,844,696	0.754	0.685	1.332	10,175.799805	2,838,578,688	1,546,000
AAP	2017-06-09	-0.019	-0.088	6,037,429	73,844,656	0.755	0.774	1.063	9,478.700195	2,786,319,616	1,704,199.875
AAP	2017-06-16	0.115	0.134	7,603,073	73,844,496	0.788	0.673	0.694	9,611.599609	2,734,060,288	1,238,000
AAP	2017-06-23	0.031	-0.084	7,603,073	73,845,000	0.788	0.757	0.545	8,842.200195	2,681,800,960	2,040,800
AAP	2017-06-30	0.09	0.059	8,869,875	73,845,104	0.807	0.718	0.451	8,609.599609	2,629,541,632	1,696,400
AAP	2017-07-07	0.121	0.031	8,869,875	73,844,792	0.807	0.686	0.684	7,527	2,577,282,560	3,275,500
AAP	2017-07-14	0.098	-0.023	8,869,875	73,844,576	0.807	0.709	0.65	7,535.100098	2,525,023,232	1,753,200
AAP	2017-07-21	0.042	-0.056	7,377,955	73,844,408	0.778	0.737	0.759	7,773.600098	2,472,763,904	1,642,000
AAP	2017-07-28	0.09	0.048	7,377,955	73,844,472	0.778	0.688	0.761	8,138.399902	2,420,504,832	1,528,400
AAP	2017-08-04	0.053	-0.037	7,068,447.5	73,844,696	0.773	0.72	0.967	8,197.5	2,368,245,504	1,604,999.875
AAP	2017-08-11	0.062	0.009	7,068,447.5	73,844,792	0.774	0.712	1.156	7,926.5	2,315,986,176	1,396,999.875
AAP	2017-08-18	0.072	0.01	6,805,574	73,862,320	0.768	0.696	1.152	6,888.399902	2,263,727,104	7,232,000
AAP	2017-08-25	0.003	-0.069	6,805,574	73,862,216	0.768	0.765	0.9	7,076	2,257,458,176	1,772,199.875
AAP	2017-09-01	0.059	0.057	7,328,824	73,862,944	0.777	0.717	0.917	7,243	2,251,189,504	1,461,400.125
AAP	2017-09-08	0.005	-0.054	7,328,824	73,862,592	0.777	0.772	0.912	6,945.299805	2,244,920,576	1,943,500
AAP	2017-09-15	0.044	0.039	7,225,103	73,862,928	0.772	0.729	0.741	7,350.100098	2,238,651,904	1,905,400.125
AAP	2017-09-22	0.037	-0.007	7,225,103	73,862,336	0.772	0.735	1.106	7,060.5	2,232,383,232	2,001,200
AAP	2017-09-29	0.071	0.034	7,225,103	73,862,904	0.772	0.701	0.919	7,327.200195	2,226,114,304	1,624,199.875
AAP	2017-10-06	0.06	-0.011	7,342,165	73,862,552	0.772	0.712	0.691	6,964.5	2,219,845,632	1,720,000

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