Datasets:

paperswithbacktest
/

Stocks-Weekly-ShortOverShorted

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Split (1)

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
ABG	2014-08-22	0.013	-0.025	1,463,812	30,344,676	0.677	0.664	1.435	2,068.899902	1,504,076,928	182,400
ABG	2014-08-29	0.071	0.058	1,463,812	30,344,430	0.677	0.606	0.835	2,114.399902	1,504,246,144	134,720
ABG	2014-09-05	0.041	-0.03	1,575,737	30,344,730	0.693	0.651	0.979	2,183	1,504,415,360	216,275.015625
ABG	2014-09-12	0.046	0.005	1,575,737	30,344,212	0.693	0.647	0.854	2,036.400024	1,504,584,576	291,060
ABG	2014-09-19	0.037	-0.009	1,546,542	30,344,192	0.692	0.655	0.873	1,983.599976	1,504,753,792	274,780
ABG	2014-09-26	-0.018	-0.055	1,546,542	30,344,302	0.69	0.708	0.95	1,983	1,504,923,136	558,537.1875
ABG	2014-10-03	-0.067	-0.049	1,630,604	30,344,726	0.695	0.762	0.824	2,086.199951	1,505,092,352	489,632.59375
ABG	2014-10-10	-0.065	0.003	1,630,604	30,344,158	0.695	0.76	0.85	2,036.699951	1,505,261,568	243,534.796875
ABG	2014-10-17	-0.058	0.006	1,772,194	30,345,142	0.706	0.764	1.185	1,978.199951	1,505,430,784	825,626.1875
ABG	2014-10-24	-0.073	-0.015	1,772,194	29,768,630	0.709	0.782	0.732	1,981.400024	1,505,600,000	730,903.625
ABG	2014-10-31	0.004	0.077	2,261,433	29,768,704	0.753	0.749	0.168	2,085	1,505,455,616	380,651.59375
ABG	2014-11-07	0.028	0.024	2,261,433	29,769,116	0.754	0.725	0.513	2,191.899902	1,505,311,104	409,330.40625
ABG	2014-11-14	0.05	0.021	2,261,433	29,768,950	0.755	0.705	0.604	2,203.199951	1,505,166,720	285,189.59375
ABG	2014-11-21	0.042	-0.007	2,299,013	29,769,654	0.759	0.717	0.697	2,222.899902	1,505,022,208	235,196.984375
ABG	2014-11-28	0.132	0.089	2,299,013	29,768,856	0.76	0.628	0.377	2,253.800049	1,504,877,824	232,376.25
ABG	2014-12-05	0.1	-0.032	2,397,437	29,768,680	0.772	0.673	0.583	2,290.699951	1,504,733,312	291,512.1875
ABG	2014-12-12	0.112	0.012	2,397,437	29,769,560	0.772	0.661	0.464	2,222	1,504,588,928	351,773.1875
ABG	2014-12-19	0.085	-0.027	2,447,391	29,769,628	0.772	0.688	0.636	2,248.5	1,504,444,416	527,148.375
ABG	2014-12-26	0.091	0.006	2,447,391	29,769,210	0.772	0.681	0.574	2,308.899902	1,504,300,032	435,735
ABG	2015-01-02	0.142	0.051	2,382,569	29,768,698	0.774	0.632	0.492	2,265.100098	1,504,155,520	302,436
ABG	2015-01-09	0.096	-0.046	2,382,569	29,768,974	0.774	0.678	0.154	2,216.300049	1,504,011,136	367,680.8125
ABG	2015-01-16	0.021	-0.075	1,796,646	29,769,740	0.728	0.707	0.654	2,107.399902	1,503,866,624	404,137.8125
ABG	2015-01-23	0.045	0.024	1,796,646	29,769,836	0.728	0.683	0.853	2,224.699951	1,503,722,240	283,979.5
ABG	2015-01-30	0.032	-0.013	1,691,860	29,769,574	0.715	0.683	0.678	2,209.199951	1,503,577,728	433,743.1875
ABG	2015-02-06	-0.001	-0.033	1,691,860	29,769,164	0.716	0.717	0.908	2,372.899902	1,503,433,344	536,877.1875
ABG	2015-02-13	0.014	0.015	1,691,860	29,769,624	0.716	0.701	0.897	2,377.699951	1,503,288,832	304,834.40625
ABG	2015-02-20	0.076	0.062	1,632,916	29,769,238	0.707	0.63	0.706	2,347.899902	1,503,144,448	227,863.015625
ABG	2015-02-27	0.045	-0.031	1,632,916	27,541,630	0.721	0.676	0.771	2,166.699951	1,503,000,064	231,618.796875
ABG	2015-03-06	0.008	-0.037	1,419,077	27,540,962	0.694	0.686	0.853	2,101.100098	1,507,849,984	351,670.8125
ABG	2015-03-13	0.022	0.014	1,419,077	27,541,282	0.694	0.671	0.979	2,101.399902	1,512,700,032	270,764.8125
ABG	2015-03-20	0.021	-0.001	1,441,444	27,540,900	0.698	0.676	0.849	2,188.399902	1,517,549,952	310,937.1875
ABG	2015-03-27	-0.001	-0.022	1,441,444	27,541,082	0.698	0.699	0.803	2,245.699951	1,522,400,000	316,432.59375
ABG	2015-04-03	0.055	0.056	1,621,155	27,541,472	0.718	0.663	0.656	2,307.699951	1,527,250,048	348,110.03125
ABG	2015-04-10	0.077	0.021	1,621,155	27,540,944	0.718	0.641	0.504	2,354.199951	1,532,099,968	226,102.40625
ABG	2015-04-17	0.113	0.036	1,728,176	27,541,312	0.727	0.614	0.896	2,350.100098	1,536,950,016	233,584
ABG	2015-04-24	0.029	-0.084	1,728,176	27,247,978	0.73	0.701	0.904	2,392.100098	1,541,799,936	319,012.40625
ABG	2015-05-01	0.051	0.022	1,692,994	27,248,442	0.73	0.679	0.751	2,315.300049	1,553,169,280	351,454.40625
ABG	2015-05-08	0.07	0.019	1,692,994	27,248,372	0.732	0.662	0.735	2,339	1,564,538,496	347,290.1875
ABG	2015-05-15	0.093	0.022	1,628,440.125	27,247,814	0.726	0.633	0.825	2,306.800049	1,575,907,712	217,360.59375
ABG	2015-05-22	0.077	-0.016	1,628,440.125	27,248,166	0.726	0.649	0.677	2,339.800049	1,587,276,928	164,745.59375
ABG	2015-05-29	0.071	-0.006	1,628,440.125	27,247,416	0.726	0.655	0.71	2,319.300049	1,598,646,144	229,314.5
ABG	2015-06-05	0.078	0.007	1,762,215	27,247,778	0.734	0.656	0.527	2,452.300049	1,610,015,360	235,966.40625
ABG	2015-06-12	0.108	0.03	1,762,215	27,248,344	0.734	0.626	0.59	2,387.5	1,621,384,576	211,892.203125
ABG	2015-06-19	0.109	0.001	1,883,436	27,247,790	0.743	0.634	0.499	2,403.800049	1,632,753,792	286,213.8125
ABG	2015-06-26	0.106	-0.003	1,883,436	27,248,460	0.743	0.637	0.584	2,521.300049	1,644,123,136	343,093.59375
ABG	2015-07-03	0.123	0.017	2,031,790	27,247,968	0.75	0.627	0.359	2,481.199951	1,655,492,352	223,324.5
ABG	2015-07-10	0.062	-0.061	2,031,790	27,247,746	0.75	0.688	0.624	2,479	1,666,861,568	211,624.796875
ABG	2015-07-17	0.11	0.048	1,746,839	27,248,084	0.719	0.609	0.618	2,593.199951	1,678,230,784	295,876.1875
ABG	2015-07-24	0.001	-0.108	1,746,839	26,634,330	0.725	0.724	1.042	2,251.399902	1,689,600,000	647,000.8125
ABG	2015-07-31	-0.004	-0.005	1,647,978	26,634,202	0.715	0.72	1.155	2,351.800049	1,691,661,568	393,948.40625
ABG	2015-08-07	-0.032	-0.028	1,647,978	26,634,776	0.716	0.748	0.647	2,227.199951	1,693,723,136	460,345.59375
ABG	2015-08-14	-0.054	-0.022	1,647,978	26,634,018	0.718	0.772	0.924	2,229.800049	1,695,784,576	327,098.8125
ABG	2015-08-21	-0.108	-0.054	1,500,987	26,634,982	0.701	0.81	1.255	2,101.5	1,697,846,144	318,479.59375
ABG	2015-08-28	-0.07	0.038	1,500,987	26,634,266	0.701	0.771	0.73	2,137.399902	1,699,907,712	392,399.59375
ABG	2015-09-04	-0.072	-0.002	1,383,626	26,634,104	0.678	0.75	0.714	2,099.300049	1,701,969,280	261,645.40625
ABG	2015-09-11	-0.058	0.014	1,383,626	26,634,664	0.678	0.736	0.868	2,163.800049	1,704,030,720	246,799.25
ABG	2015-09-18	0.002	0.06	1,587,099	26,635,042	0.7	0.698	0.71	2,217.899902	1,706,092,288	232,292.796875
ABG	2015-09-25	-0.019	-0.02	1,587,099	26,634,662	0.7	0.719	0.801	2,191.5	1,708,153,856	224,772.984375
ABG	2015-10-02	-0.023	-0.004	1,696,634	26,633,960	0.709	0.732	0.717	2,225.800049	1,710,215,424	396,421.40625
ABG	2015-10-09	-0.059	-0.035	1,696,634	26,634,226	0.709	0.767	0.883	2,244.199951	1,712,276,864	220,023.40625
ABG	2015-10-16	-0.021	0.038	1,702,595	26,634,848	0.706	0.726	0.524	2,315.899902	1,714,338,432	302,895.59375
ABG	2015-10-23	-0.039	-0.019	1,702,595	25,381,750	0.718	0.757	0.891	2,044.5	1,716,400,000	834,849.375
ABG	2015-10-30	-0.04	0	1,662,303	25,382,578	0.713	0.753	0.955	2,010.300049	1,711,935,232	395,358.8125
ABG	2015-11-06	-0.039	0.001	1,662,303	25,382,646	0.712	0.751	0.542	1,983.400024	1,707,470,592	325,452
ABG	2015-11-13	-0.09	-0.052	1,662,303	25,382,720	0.712	0.802	0.831	1,750.900024	1,703,005,824	490,396.40625
ABG	2015-11-20	-0.109	-0.019	1,227,369	25,382,702	0.65	0.759	1.449	1,837.199951	1,698,541,184	559,546.1875
ABG	2015-11-27	-0.078	0.031	1,227,369	25,382,204	0.649	0.728	1.098	1,942.5	1,694,076,416	265,589
ABG	2015-12-04	-0.06	0.018	1,225,964	25,382,740	0.653	0.713	1.177	1,873.5	1,689,611,776	219,063.796875
ABG	2015-12-11	-0.094	-0.034	1,225,964	25,382,644	0.652	0.746	0.814	1,784.400024	1,685,147,008	271,587.59375
ABG	2015-12-18	-0.122	-0.028	1,048,945	25,381,964	0.614	0.736	1.245	1,694.5	1,680,682,368	362,430.8125
ABG	2015-12-25	-0.071	0.052	1,048,945	25,381,712	0.614	0.685	1.151	1,748.800049	1,676,217,600	298,656.25
ABG	2016-01-01	-0.042	0.028	1,070,366	25,382,562	0.622	0.664	1.103	1,711.800049	1,671,752,960	264,118.5
ABG	2016-01-08	-0.122	-0.08	1,070,366	25,382,452	0.622	0.744	1.288	1,353.900024	1,667,288,192	545,835.1875
ABG	2016-01-15	-0.101	0.022	1,003,467	25,382,854	0.612	0.713	1.178	1,219.900024	1,662,823,552	565,390.375
ABG	2016-01-22	-0.142	-0.041	1,003,467	25,382,530	0.612	0.753	1.464	1,217.599976	1,658,358,784	425,298.25
ABG	2016-01-29	-0.114	0.027	1,003,467	25,382,326	0.612	0.726	1.806	1,195	1,653,894,144	1,434,593
ABG	2016-02-05	-0.201	-0.087	939,549	25,381,156	0.575	0.776	2.471	1,185.300049	1,649,429,376	747,064
ABG	2016-02-12	-0.191	0.011	939,549	25,382,264	0.576	0.766	2.356	1,245	1,644,964,736	795,984.8125
ABG	2016-02-19	-0.036	0.155	1,560,841	24,734,600	0.7	0.736	0.944	1,276.800049	1,640,499,968	376,324.5
ABG	2016-02-26	-0.051	-0.015	1,560,841	24,733,514	0.701	0.752	0.864	1,447.900024	1,631,529,984	601,893.1875
ABG	2016-03-04	-0.03	0.021	1,710,683	24,734,138	0.716	0.746	0.803	1,493.199951	1,622,560,000	627,454.1875
ABG	2016-03-11	-0.047	-0.017	1,710,683	24,733,148	0.716	0.763	0.915	1,515.400024	1,613,590,016	494,861
ABG	2016-03-18	-0.02	0.027	1,706,479	24,733,502	0.711	0.731	0.818	1,480.300049	1,604,620,032	502,173.59375
ABG	2016-03-25	-0.021	-0.001	1,706,479	24,733,322	0.711	0.732	0.863	1,479.300049	1,595,650,048	412,306.25
ABG	2016-04-01	-0.051	-0.03	1,498,126	24,734,062	0.684	0.735	0.909	1,404.400024	1,586,680,064	417,624
ABG	2016-04-08	-0.046	0.005	1,498,126	24,733,916	0.685	0.73	0.874	1,333.900024	1,577,709,952	512,649.8125
ABG	2016-04-15	-0.038	0.008	1,479,449	24,733,736	0.683	0.721	0.97	1,467.699951	1,568,739,968	391,633
ABG	2016-04-22	-0.023	0.015	1,479,449	24,734,334	0.683	0.706	0.522	1,452.400024	1,559,769,984	352,385.40625
ABG	2016-04-29	-0.05	-0.027	1,479,449	22,151,106	0.705	0.754	0.9	1,342.800049	1,550,800,000	470,061.1875
ABG	2016-05-06	0.038	0.088	2,171,283	22,152,012	0.783	0.744	0.631	1,244.5	1,556,692,352	370,055.40625
ABG	2016-05-13	0.076	0.038	2,171,283	22,151,368	0.783	0.707	0.586	1,208.800049	1,562,584,576	271,593.96875
ABG	2016-05-20	0.036	-0.04	2,013,530	22,152,688	0.774	0.738	1.165	1,207.099976	1,568,476,928	313,178.40625
ABG	2016-05-27	0.076	0.04	2,013,530	22,151,900	0.773	0.697	0.611	1,242.5	1,574,369,280	194,900.796875
ABG	2016-06-03	0.063	-0.013	1,887,481	22,151,460	0.759	0.695	0.675	1,213.900024	1,580,261,504	326,405
ABG	2016-06-10	0.054	-0.009	1,887,481	22,151,782	0.759	0.705	0.593	1,205.5	1,586,153,856	295,415.40625
ABG	2016-06-17	0.043	-0.011	1,928,083	22,151,380	0.762	0.719	0.588	1,243.800049	1,592,046,208	331,741.40625
ABG	2016-06-24	0.056	0.013	1,928,083	22,152,634	0.761	0.706	0.675	1,181.400024	1,597,938,432	298,578.40625
ABG	2016-07-01	0.049	-0.007	1,972,909	22,151,574	0.767	0.718	0.614	1,198.400024	1,603,830,784	327,035
ABG	2016-07-08	0.062	0.013	1,972,909	22,152,660	0.767	0.705	1.048	1,210.199951	1,609,723,136	296,889.5
ABG	2016-07-15	0.11	0.048	1,950,842	22,152,670	0.765	0.656	0.766	1,274	1,615,615,360	181,622.59375

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