Datasets:

paperswithbacktest
/

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	2016-06-24	0.034	-0.013	4,570,783	73,556,176	0.693	0.659	1.577	11,365.900391	2,798,872,320	962,200
AAP	2016-07-01	0.053	0.019	4,616,728	73,556,256	0.699	0.646	1.229	12,087.5	2,738,570,240	1,401,400.125
AAP	2016-07-08	0.032	-0.021	4,616,728	73,555,960	0.699	0.667	1.566	12,125.700195	2,678,268,416	874,750
AAP	2016-07-15	0.036	0.004	4,595,422	73,556,104	0.698	0.661	1.543	12,106.599609	2,617,966,592	739,400
AAP	2016-07-22	0.057	0.02	4,595,422	73,555,984	0.697	0.641	1.203	12,212.5	2,557,664,512	565,000
AAP	2016-07-29	0.047	-0.009	4,595,422	73,555,872	0.696	0.649	1.38	12,494.200195	2,497,362,688	1,068,400
AAP	2016-08-05	0.075	0.028	4,668,183	73,556,216	0.7	0.625	1.022	12,540.599609	2,437,060,864	903,000
AAP	2016-08-12	0.087	0.012	4,668,183	73,556,024	0.702	0.615	1.652	12,210.299805	2,376,758,784	891,800
AAP	2016-08-19	0.05	-0.037	4,875,359	73,556,064	0.715	0.665	3.275	11,624.799805	2,316,456,960	1,876,800
AAP	2016-08-26	-0.001	-0.05	4,875,359	73,640,240	0.715	0.715	1.564	11,549	2,256,154,880	1,127,600
AAP	2016-09-02	0.082	0.083	5,166,550	73,640,032	0.732	0.649	1.016	11,677.099609	2,255,546,624	666,000
AAP	2016-09-09	0.026	-0.056	5,166,550	73,640,168	0.732	0.706	0.965	11,264	2,254,938,368	1,218,000
AAP	2016-09-16	0.143	0.117	5,536,576	73,639,864	0.748	0.605	1.066	10,906.799805	2,254,330,112	1,225,200
AAP	2016-09-23	0.078	-0.065	5,536,576	73,640,440	0.748	0.67	1.559	10,990.099609	2,253,721,600	1,246,200.125
AAP	2016-09-30	0.093	0.015	5,869,891	73,640,024	0.753	0.659	0.77	10,981.200195	2,253,113,344	1,029,200
AAP	2016-10-07	0.107	0.014	5,869,891	73,640,048	0.753	0.646	1.174	10,908.299805	2,252,505,088	584,800
AAP	2016-10-14	0.16	0.053	5,869,891	73,640,208	0.753	0.593	1.031	10,798.599609	2,251,896,576	581,800
AAP	2016-10-21	0.112	-0.048	6,008,684	73,639,824	0.757	0.646	1.281	10,451.700195	2,251,288,320	1,182,599.875
AAP	2016-10-28	0.148	0.037	6,008,684	73,640,520	0.757	0.609	1.063	10,324.400391	2,250,680,064	1,076,199.875
AAP	2016-11-04	0.152	0.004	6,214,352	73,640,496	0.762	0.61	0.945	10,029.099609	2,250,071,552	985,400
AAP	2016-11-11	0.148	-0.004	6,214,352	73,640,184	0.763	0.615	0.757	10,679.299805	2,249,463,296	1,428,400
AAP	2016-11-18	0.135	-0.013	5,844,024	73,653,808	0.748	0.613	1.106	11,973.900391	2,248,855,040	3,073,600
AAP	2016-11-25	0.102	-0.033	5,844,024	73,653,872	0.748	0.646	0.934	12,584.5	2,237,790,720	885,250
AAP	2016-12-02	0.118	0.017	5,577,871	73,653,464	0.743	0.625	0.857	12,531.400391	2,226,726,400	767,400
AAP	2016-12-09	0.118	0	5,577,871	73,653,600	0.742	0.624	0.811	12,932.099609	2,215,662,080	717,200
AAP	2016-12-16	0.135	0.017	5,906,595	73,653,656	0.756	0.621	0.958	12,661.799805	2,204,598,016	1,023,800
AAP	2016-12-23	0.123	-0.012	5,906,595	73,653,816	0.756	0.633	1.04	12,586.700195	2,193,533,696	706,000
AAP	2016-12-30	0.175	0.052	5,827,346	73,653,616	0.756	0.581	0.952	12,456.299805	2,182,469,376	453,249.96875
AAP	2017-01-06	0.16	-0.016	5,827,346	73,653,832	0.756	0.596	1.122	12,493.900391	2,171,405,056	755,750
AAP	2017-01-13	0.173	0.013	5,827,346	73,653,536	0.756	0.583	0.882	12,873.900391	2,160,340,992	802,400
AAP	2017-01-20	0.134	-0.039	4,978,180	73,653,640	0.731	0.598	1.538	12,631.599609	2,149,276,672	794,499.9375
AAP	2017-01-27	0.114	-0.019	4,978,180	73,653,352	0.731	0.617	1.385	12,106.400391	2,138,212,352	1,067,800
AAP	2017-02-03	0.119	0.004	5,143,110	73,653,448	0.734	0.615	1.454	11,987.099609	2,127,148,032	1,142,800
AAP	2017-02-10	0.105	-0.014	5,143,110	73,653,768	0.734	0.629	1.13	12,082.900391	2,116,083,840	1,179,000.125
AAP	2017-02-17	0.111	0.006	4,950,075	73,653,912	0.722	0.611	0.902	11,901	2,105,019,520	1,107,200
AAP	2017-02-24	0.086	-0.025	4,950,075	73,653,464	0.722	0.637	1.446	11,587.900391	2,093,955,328	2,431,250
AAP	2017-03-03	0.108	0.022	5,006,464	73,761,824	0.723	0.616	1.015	11,458.900391	2,082,891,008	1,195,800.125
AAP	2017-03-10	0.079	-0.029	5,006,464	73,761,776	0.724	0.646	1.279	11,357.099609	2,150,220,032	1,133,400.125
AAP	2017-03-17	0.083	0.004	5,039,097	73,761,808	0.725	0.642	0.876	11,241.299805	2,217,548,800	1,037,800
AAP	2017-03-24	0.089	0.006	5,039,097	73,761,440	0.725	0.636	1.463	11,044.299805	2,284,877,824	808,800
AAP	2017-03-31	0.105	0.016	5,024,708	73,761,640	0.725	0.62	1.061	10,935.900391	2,352,206,592	862,000
AAP	2017-04-07	0.07	-0.034	5,024,708	73,761,344	0.725	0.655	1.092	10,477.799805	2,419,535,616	1,107,200
AAP	2017-04-14	0.061	-0.009	5,024,708	73,761,800	0.725	0.664	1.438	10,392.299805	2,486,864,384	644,000
AAP	2017-04-21	0.061	0	5,240,868	73,761,920	0.727	0.666	1.395	10,831.200195	2,554,193,408	964,600
AAP	2017-04-28	0.053	-0.008	5,453,394	73,761,784	0.735	0.681	0.838	10,484.5	2,621,522,432	1,317,400.125
AAP	2017-05-05	0.082	0.029	5,453,394	73,761,904	0.735	0.653	0.755	10,694	2,688,851,200	697,000
AAP	2017-05-12	0.07	-0.012	5,453,394	73,761,552	0.736	0.666	0.754	10,696.900391	2,756,180,224	679,200
AAP	2017-05-19	0.067	-0.003	5,330,699	73,761,800	0.731	0.664	1.336	11,172.700195	2,823,508,992	1,564,199.875
AAP	2017-05-26	0.028	-0.039	5,330,699	73,844,656	0.731	0.703	1.352	9,907	2,890,838,016	3,593,400
AAP	2017-06-02	0.035	0.007	6,037,429	73,844,696	0.753	0.718	0.98	10,175.799805	2,838,578,688	1,546,000
AAP	2017-06-09	-0.035	-0.07	6,037,429	73,844,656	0.754	0.789	1.079	9,478.700195	2,786,319,616	1,704,199.875
AAP	2017-06-16	0.092	0.126	7,603,073	73,844,496	0.786	0.695	0.674	9,611.599609	2,734,060,288	1,238,000
AAP	2017-06-23	0.03	-0.061	7,603,073	73,845,000	0.787	0.756	0.778	8,842.200195	2,681,800,960	2,040,800
AAP	2017-06-30	0.104	0.073	8,869,875	73,845,104	0.807	0.703	0.588	8,609.599609	2,629,541,632	1,696,400
AAP	2017-07-07	0.108	0.004	8,869,875	73,844,792	0.806	0.698	0.845	7,527	2,577,282,560	3,275,500
AAP	2017-07-14	0.081	-0.027	8,869,875	73,844,576	0.806	0.726	0.807	7,535.100098	2,525,023,232	1,753,200
AAP	2017-07-21	0.038	-0.043	7,377,955	73,844,408	0.777	0.739	0.978	7,773.600098	2,472,763,904	1,642,000
AAP	2017-07-28	0.058	0.02	7,377,955	73,844,472	0.777	0.719	0.974	8,138.399902	2,420,504,832	1,528,400
AAP	2017-08-04	0.059	0.001	7,068,447.5	73,844,696	0.771	0.712	1.14	8,197.5	2,368,245,504	1,604,999.875
AAP	2017-08-11	0.055	-0.004	7,068,447.5	73,844,792	0.773	0.718	0.749	7,926.5	2,315,986,176	1,396,999.875
AAP	2017-08-18	0.069	0.014	6,805,574	73,862,320	0.766	0.697	1.761	6,888.399902	2,263,727,104	7,232,000
AAP	2017-08-25	0.008	-0.061	6,805,574	73,862,216	0.766	0.759	0.921	7,076	2,257,458,176	1,772,199.875
AAP	2017-09-01	0.056	0.048	7,328,824	73,862,944	0.776	0.72	0.698	7,243	2,251,189,504	1,461,400.125
AAP	2017-09-08	0.011	-0.045	7,328,824	73,862,592	0.776	0.764	0.844	6,945.299805	2,244,920,576	1,943,500
AAP	2017-09-15	0.039	0.027	7,225,103	73,862,928	0.771	0.733	0.992	7,350.100098	2,238,651,904	1,905,400.125
AAP	2017-09-22	0.031	-0.007	7,225,103	73,862,336	0.771	0.74	0.873	7,060.5	2,232,383,232	2,001,200
AAP	2017-09-29	0.07	0.039	7,225,103	73,862,904	0.771	0.7	0.853	7,327.200195	2,226,114,304	1,624,199.875
AAP	2017-10-06	0.045	-0.025	7,342,165	73,862,552	0.771	0.726	0.882	6,964.5	2,219,845,632	1,720,000
AAP	2017-10-13	0.021	-0.024	7,342,165	73,862,704	0.771	0.75	0.839	6,316	2,213,576,960	1,844,999.875
AAP	2017-10-20	0.04	0.018	6,250,767	73,862,640	0.749	0.71	1.315	6,409.799805	2,207,308,032	2,090,200.125
AAP	2017-10-27	0.02	-0.02	6,250,767	73,863,056	0.748	0.729	1.132	6,051.600098	2,201,039,360	2,251,200
AAP	2017-11-03	0.062	0.042	7,385,454	73,863,072	0.778	0.717	1.365	6,042	2,194,770,432	1,465,400.125
AAP	2017-11-10	0.056	-0.006	7,385,454	73,862,352	0.779	0.723	1.132	5,999.100098	2,188,501,760	1,877,200
AAP	2017-11-17	0.082	0.026	7,402,531	73,898,288	0.783	0.7	1.158	6,596.899902	2,182,233,088	4,190,400
AAP	2017-11-24	0.052	-0.03	7,402,531	73,897,792	0.782	0.73	0.85	6,593.899902	2,171,858,176	1,135,000.125
AAP	2017-12-01	0.053	0.001	7,857,002	73,898,072	0.786	0.733	2.002	7,336.600098	2,161,483,520	2,101,200
AAP	2017-12-08	0.058	0.005	7,857,002	73,897,920	0.786	0.728	0.927	7,412.700195	2,151,108,608	1,614,200.125
AAP	2017-12-15	0.066	0.008	7,160,686	73,897,720	0.775	0.709	0.895	7,441.5	2,140,733,824	1,550,599.875
AAP	2017-12-22	0.042	-0.024	7,160,686	73,897,560	0.775	0.733	1.002	7,430.399902	2,130,359,040	1,121,799.875
AAP	2017-12-29	0.081	0.039	7,160,686	73,898,080	0.775	0.695	0.484	7,366.899902	2,119,984,256	782,000
AAP	2018-01-05	0.023	-0.057	5,367,733	73,898,200	0.723	0.7	1.403	8,289.900391	2,109,609,472	2,203,000
AAP	2018-01-12	0.011	-0.012	5,367,733	73,897,704	0.723	0.712	1.478	8,567.700195	2,099,234,688	1,130,800
AAP	2018-01-19	0.005	-0.006	4,805,956	73,897,632	0.713	0.708	1.289	8,647.5	2,088,859,904	1,235,750
AAP	2018-01-26	0.021	0.016	4,805,956	73,898,416	0.713	0.692	1.125	9,136.799805	2,078,485,120	1,365,400.125
AAP	2018-02-02	0.006	-0.015	4,962,792	73,898,008	0.712	0.707	1.403	8,419.200195	2,068,110,336	1,276,600.125
AAP	2018-02-09	0.005	-0.001	4,962,792	73,897,752	0.713	0.708	1.102	8,065.200195	2,057,735,552	1,563,000.125
AAP	2018-02-16	0.038	0.033	5,418,233	73,897,928	0.733	0.695	1.209	7,949.200195	2,047,360,768	1,088,999.875
AAP	2018-02-23	0.029	-0.009	5,418,233	73,977,816	0.733	0.704	1.609	8,605.099609	2,036,985,984	2,721,000
AAP	2018-03-02	0.039	0.01	6,097,860	73,977,768	0.753	0.714	0.983	8,586.599609	2,101,359,872	1,799,399.875
AAP	2018-03-09	0.053	0.014	6,097,860	73,977,792	0.754	0.701	1.784	8,793	2,165,733,888	912,200
AAP	2018-03-16	0.091	0.039	6,543,661	73,978,392	0.762	0.671	0.72	8,628.099609	2,230,107,904	890,800
AAP	2018-03-23	0.06	-0.032	6,543,661	73,977,816	0.762	0.703	0.827	8,199.700195	2,294,481,920	853,400
AAP	2018-03-30	0.048	-0.012	5,703,597	73,978,064	0.74	0.692	1.007	8,770.099609	2,358,855,936	1,060,250
AAP	2018-04-06	0.046	-0.001	5,703,597	73,978,192	0.741	0.694	1.478	8,278.900391	2,423,229,952	1,220,400
AAP	2018-04-13	0.034	-0.013	5,996,928	73,978,048	0.748	0.715	1.169	7,886.799805	2,487,603,968	947,000
AAP	2018-04-20	0.064	0.03	5,996,928	73,978,408	0.748	0.684	1.03	7,676	2,551,977,984	1,222,200.125
AAP	2018-04-27	0.075	0.011	5,996,928	73,978,000	0.749	0.674	0.753	8,606.599609	2,616,352,000	1,211,000.125
AAP	2018-05-04	0.04	-0.035	5,524,516	73,977,888	0.733	0.693	1.219	8,631	2,680,726,016	910,000
AAP	2018-05-11	0.044	0.004	5,524,516	73,977,824	0.734	0.691	1.238	8,872.900391	2,745,100,032	1,036,600
AAP	2018-05-18	0.044	0	5,173,125	73,978,192	0.723	0.679	1.281	8,753.099609	2,809,474,048	962,800

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