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	2017-10-13	0.038	-0.022	7,342,165	73,862,704	0.772	0.734	0.902	6,316	2,213,576,960	1,844,999.875
AAP	2017-10-20	0.056	0.018	6,250,767	73,862,640	0.751	0.694	1.002	6,409.799805	2,207,308,032	2,090,200.125
AAP	2017-10-27	0.011	-0.045	6,250,767	73,863,056	0.75	0.738	0.998	6,051.600098	2,201,039,360	2,251,200
AAP	2017-11-03	0.061	0.05	7,385,454	73,863,072	0.779	0.719	0.68	6,042	2,194,770,432	1,465,400.125
AAP	2017-11-10	0.068	0.008	7,385,454	73,862,352	0.78	0.712	1.044	5,999.100098	2,188,501,760	1,877,200
AAP	2017-11-17	0.072	0.004	7,402,531	73,898,288	0.784	0.712	0.916	6,596.899902	2,182,233,088	4,190,400
AAP	2017-11-24	0.066	-0.006	7,402,531	73,897,792	0.783	0.717	0.72	6,593.899902	2,171,858,176	1,135,000.125
AAP	2017-12-01	0.056	-0.01	7,857,002	73,898,072	0.787	0.731	0.611	7,336.600098	2,161,483,520	2,101,200
AAP	2017-12-08	0.062	0.006	7,857,002	73,897,920	0.787	0.725	0.74	7,412.700195	2,151,108,608	1,614,200.125
AAP	2017-12-15	0.041	-0.02	7,160,686	73,897,720	0.776	0.734	0.989	7,441.5	2,140,733,824	1,550,599.875
AAP	2017-12-22	0.069	0.028	7,160,686	73,897,560	0.776	0.706	0.854	7,430.399902	2,130,359,040	1,121,799.875
AAP	2017-12-29	0.105	0.036	7,160,686	73,898,080	0.776	0.671	0.835	7,366.899902	2,119,984,256	782,000
AAP	2018-01-05	0.021	-0.084	5,367,733	73,898,200	0.725	0.704	0.988	8,289.900391	2,109,609,472	2,203,000
AAP	2018-01-12	0.049	0.029	5,367,733	73,897,704	0.724	0.675	1.331	8,567.700195	2,099,234,688	1,130,800
AAP	2018-01-19	0.022	-0.027	4,805,956	73,897,632	0.714	0.692	1.389	8,647.5	2,088,859,904	1,235,750
AAP	2018-01-26	0.055	0.033	4,805,956	73,898,416	0.714	0.659	1.146	9,136.799805	2,078,485,120	1,365,400.125
AAP	2018-02-02	0.02	-0.035	4,962,792	73,898,008	0.714	0.693	1.493	8,419.200195	2,068,110,336	1,276,600.125
AAP	2018-02-09	0.004	-0.016	4,962,792	73,897,752	0.714	0.71	1.075	8,065.200195	2,057,735,552	1,563,000.125
AAP	2018-02-16	0.037	0.033	5,418,233	73,897,928	0.734	0.697	1.037	7,949.200195	2,047,360,768	1,088,999.875
AAP	2018-02-23	0.026	-0.011	5,418,233	73,977,816	0.734	0.708	1.306	8,605.099609	2,036,985,984	2,721,000
AAP	2018-03-02	0.07	0.045	6,097,860	73,977,768	0.754	0.684	0.783	8,586.599609	2,101,359,872	1,799,399.875
AAP	2018-03-09	0.047	-0.023	6,097,860	73,977,792	0.755	0.708	1.066	8,793	2,165,733,888	912,200
AAP	2018-03-16	0.073	0.026	6,543,661	73,978,392	0.763	0.69	0.862	8,628.099609	2,230,107,904	890,800
AAP	2018-03-23	0.069	-0.004	6,543,661	73,977,816	0.764	0.694	1.041	8,199.700195	2,294,481,920	853,400
AAP	2018-03-30	0.048	-0.022	5,703,597	73,978,064	0.741	0.693	0.783	8,770.099609	2,358,855,936	1,060,250
AAP	2018-04-06	0.05	0.002	5,703,597	73,978,192	0.742	0.692	1.107	8,278.900391	2,423,229,952	1,220,400
AAP	2018-04-13	0.029	-0.021	5,996,928	73,978,048	0.749	0.721	0.902	7,886.799805	2,487,603,968	947,000
AAP	2018-04-20	0.065	0.036	5,996,928	73,978,408	0.75	0.684	0.804	7,676	2,551,977,984	1,222,200.125
AAP	2018-04-27	0.043	-0.022	5,996,928	73,978,000	0.75	0.707	1.044	8,606.599609	2,616,352,000	1,211,000.125
AAP	2018-05-04	0.044	0	5,524,516	73,977,888	0.734	0.69	1.047	8,631	2,680,726,016	910,000
AAP	2018-05-11	0.021	-0.023	5,524,516	73,977,824	0.735	0.715	1.606	8,872.900391	2,745,100,032	1,036,600
AAP	2018-05-18	0.047	0.026	5,173,125	73,978,192	0.724	0.677	2.561	8,753.099609	2,809,474,048	962,800
AAP	2018-05-25	-0.002	-0.049	5,173,125	74,031,704	0.725	0.727	1.167	9,247.299805	2,873,848,064	1,966,200.125
AAP	2018-06-01	0.04	0.042	5,403,551	74,031,480	0.734	0.694	1.311	9,501.200195	2,828,248,320	1,228,750
AAP	2018-06-08	0.066	0.026	5,403,551	74,031,584	0.734	0.668	0.899	9,750.700195	2,782,648,576	1,086,599.875
AAP	2018-06-15	0.132	0.066	5,518,419	74,031,048	0.736	0.604	1.444	10,154.099609	2,737,049,088	1,000,800
AAP	2018-06-22	0.057	-0.075	5,518,419	74,030,968	0.736	0.679	1.542	10,279.200195	2,691,449,344	1,051,600
AAP	2018-06-29	0.076	0.02	5,518,419	74,030,952	0.736	0.659	1.05	10,046	2,645,849,600	910,200
AAP	2018-07-06	0.063	-0.014	4,375,368	74,031,496	0.687	0.624	1.585	10,154.900391	2,600,250,112	712,250
AAP	2018-07-13	0.014	-0.048	4,375,368	74,031,152	0.687	0.672	1.282	10,315.5	2,554,650,368	780,000
AAP	2018-07-20	0.076	0.062	3,822,892	74,030,984	0.654	0.578	1.815	10,562	2,509,050,624	742,000
AAP	2018-07-27	0.047	-0.029	3,822,892	74,031,456	0.654	0.608	1.14	10,353.299805	2,463,450,880	685,400
AAP	2018-08-03	0.086	0.039	3,374,272	74,031,664	0.632	0.546	1.567	10,710.900391	2,417,851,392	524,000
AAP	2018-08-10	0.076	-0.01	3,374,272	74,031,424	0.634	0.558	1.865	10,834.5	2,372,251,648	783,800
AAP	2018-08-17	0.058	-0.018	3,286,819	74,081,512	0.631	0.574	1.561	11,832.299805	2,326,651,904	1,955,800.125
AAP	2018-08-24	0.034	-0.023	3,286,819	74,081,280	0.631	0.596	2.095	12,176	2,322,677,504	923,400
AAP	2018-08-31	0.022	-0.012	3,094,591	74,080,960	0.618	0.596	1.836	12,151.5	2,318,702,848	960,000
AAP	2018-09-07	0.004	-0.019	3,094,591	74,081,184	0.618	0.614	1.947	12,392.299805	2,314,728,192	982,250
AAP	2018-09-14	0.029	0.025	3,094,591	74,080,992	0.619	0.59	2.331	12,256.700195	2,310,753,536	919,800
AAP	2018-09-21	-0.041	-0.07	2,598,026	74,080,976	0.579	0.619	2.373	12,478.200195	2,306,778,880	1,192,000
AAP	2018-09-28	0.009	0.049	2,598,026	74,081,272	0.579	0.57	1.769	12,470.099609	2,302,804,224	877,800
AAP	2018-10-05	0.005	-0.004	2,527,235	74,081,288	0.575	0.57	2.842	12,284.900391	2,298,829,568	731,000
AAP	2018-10-12	-0.037	-0.041	2,527,235	74,081,272	0.575	0.612	2.105	12,232.299805	2,294,855,168	1,014,800
AAP	2018-10-19	-0.038	-0.001	2,496,337	74,081,424	0.565	0.603	2.634	12,173.799805	2,290,880,512	1,296,000
AAP	2018-10-26	-0.055	-0.017	2,496,337	74,081,432	0.565	0.62	3.829	12,190.099609	2,286,905,856	1,380,199.875
AAP	2018-11-02	-0.032	0.022	2,695,896	74,081,216	0.581	0.614	2.305	12,223.400391	2,282,931,200	1,300,800
AAP	2018-11-09	-0.011	0.022	2,695,896	74,081,088	0.584	0.594	2.548	12,681.200195	2,278,956,544	1,156,400
AAP	2018-11-16	-0.03	-0.019	2,836,098	72,893,808	0.601	0.631	2.165	13,063.299805	2,274,981,888	1,779,200
AAP	2018-11-23	-0.012	0.018	2,836,098	72,893,816	0.601	0.613	1.706	12,919.700195	2,262,845,696	742,250
AAP	2018-11-30	0.025	0.037	3,254,530	72,893,480	0.632	0.607	1.62	12,953.900391	2,250,709,248	919,200
AAP	2018-12-07	0.004	-0.02	3,254,530	72,893,968	0.632	0.627	1.927	12,216.299805	2,238,572,800	1,108,500
AAP	2018-12-14	0.024	0.02	3,254,530	72,893,520	0.631	0.607	2.338	11,938.5	2,226,436,352	1,154,000
AAP	2018-12-21	0.007	-0.017	3,119,457	72,893,464	0.624	0.617	2.012	11,036.799805	2,214,299,904	1,477,600
AAP	2018-12-28	-0.016	-0.023	3,119,457	72,893,992	0.623	0.639	1.854	11,332.099609	2,202,163,456	936,000
AAP	2019-01-04	0.032	0.048	2,987,708	72,894,024	0.618	0.586	2.44	11,576.299805	2,190,027,008	1,243,500
AAP	2019-01-11	-0.008	-0.04	2,987,708	72,893,616	0.618	0.625	1.709	11,620.700195	2,177,890,560	1,484,400
AAP	2019-01-18	-0.01	-0.002	3,204,558	72,893,624	0.624	0.633	1.803	12,217.700195	2,165,754,112	1,342,200.125
AAP	2019-01-25	-0.019	-0.01	3,204,558	72,893,872	0.624	0.643	1.641	11,168.799805	2,153,617,664	1,422,750
AAP	2019-02-01	0.049	0.068	3,776,439	72,893,616	0.66	0.611	1.622	11,593	2,141,481,344	1,186,000
AAP	2019-02-08	0.047	-0.002	3,776,439	72,893,912	0.66	0.613	1.338	11,838.700195	2,129,344,896	985,600
AAP	2019-02-15	0.025	-0.022	3,088,234	72,893,696	0.617	0.592	1.584	12,391.200195	2,117,208,448	1,076,600.125
AAP	2019-02-22	0.01	-0.015	3,088,234	71,670,264	0.621	0.61	2.099	11,572.599609	2,105,072,000	2,033,250
AAP	2019-03-01	0.002	-0.009	3,088,234	71,670,400	0.621	0.619	2.074	11,511.700195	2,170,223,104	1,632,800
AAP	2019-03-08	-0.033	-0.035	2,398,563	71,670,288	0.565	0.598	1.908	10,877.400391	2,235,374,080	1,031,400
AAP	2019-03-15	0.005	0.038	2,741,530	71,670,112	0.595	0.59	2.209	11,097.400391	2,300,525,312	1,025,600
AAP	2019-03-22	-0.022	-0.027	2,741,530	71,670,104	0.596	0.618	2.548	11,814.099609	2,365,676,288	1,234,000
AAP	2019-03-29	0.021	0.043	2,741,530	71,670,088	0.597	0.577	2.022	12,221.900391	2,430,827,264	1,060,200
AAP	2019-04-05	0.019	-0.002	2,518,183	71,669,872	0.573	0.554	2.467	12,669.799805	2,495,978,496	886,000
AAP	2019-04-12	0.004	-0.015	2,518,183	71,670,088	0.573	0.569	2.622	12,908.5	2,561,129,472	830,800
AAP	2019-04-19	0.035	0.032	2,857,081	71,669,896	0.6	0.564	1.881	12,570.900391	2,626,280,704	834,000
AAP	2019-04-26	0.008	-0.027	2,857,081	71,669,896	0.599	0.591	2.054	12,197.5	2,691,431,680	935,200
AAP	2019-05-03	0.012	0.004	2,882,176	71,670,232	0.605	0.594	1.338	11,701.599609	2,756,582,656	903,800
AAP	2019-05-10	0.011	-0.001	2,882,176	71,670,248	0.605	0.594	2.418	11,332.5	2,821,733,888	914,200
AAP	2019-05-17	-0.005	-0.016	2,762,208	71,669,936	0.601	0.607	2.689	11,321.700195	2,886,884,864	1,160,400
AAP	2019-05-24	-0.009	-0.004	2,762,208	71,736,992	0.601	0.61	2.576	11,340.900391	2,952,036,096	2,374,400
AAP	2019-05-31	-0.019	-0.01	2,867,611	71,736,776	0.604	0.624	2.434	11,119.200195	2,900,386,816	1,359,750
AAP	2019-06-07	0.001	0.02	2,867,611	71,736,720	0.604	0.604	3.643	11,144.299805	2,848,737,792	957,600
AAP	2019-06-14	-0.009	-0.01	2,867,611	71,737,152	0.605	0.614	2.128	10,889.700195	2,797,088,512	979,400
AAP	2019-06-21	0.027	0.036	3,392,796	71,737,144	0.64	0.613	1.64	10,993	2,745,439,232	982,200
AAP	2019-06-28	-0.007	-0.034	3,392,796	71,736,736	0.64	0.647	2.577	11,057.5	2,693,790,208	1,139,600
AAP	2019-07-05	0.068	0.075	3,188,056	71,737,024	0.624	0.556	1.928	11,522.400391	2,642,140,928	933,500.0625
AAP	2019-07-12	-0.06	-0.128	3,188,056	71,736,664	0.624	0.684	1.463	11,376	2,590,491,904	1,016,200
AAP	2019-07-19	-0.002	0.057	3,649,913	71,737,080	0.645	0.647	1.413	11,257.700195	2,538,842,624	892,000
AAP	2019-07-26	-0.038	-0.036	3,649,913	71,737,000	0.645	0.683	1.887	10,948.5	2,487,193,600	1,037,000
AAP	2019-08-02	-0.043	-0.005	3,380,493	71,736,864	0.631	0.674	3.367	10,457.799805	2,435,544,320	1,077,600
AAP	2019-08-09	-0.028	0.016	3,380,493	71,736,992	0.632	0.659	1.463	10,353.799805	2,383,895,040	1,469,600
AAP	2019-08-16	-0.004	0.024	4,178,780	71,386,632	0.681	0.684	1.421	9,750.700195	2,332,245,760	2,698,400
AAP	2019-08-23	0.008	0.011	4,178,780	71,386,896	0.68	0.673	1.561	9,640.799805	2,330,696,704	1,204,999.875
AAP	2019-08-30	0.032	0.024	4,361,690	71,386,736	0.685	0.653	2.022	9,847.799805	2,329,147,648	1,074,800
AAP	2019-09-06	0.015	-0.017	4,361,690	71,387,128	0.685	0.671	1.205	10,508.900391	2,327,598,336	956,499.9375

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