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	2018-05-25	0.014	-0.03	5,173,125	74,031,704	0.724	0.709	1.226	9,247.299805	2,873,848,064	1,966,200.125
AAP	2018-06-01	0.052	0.037	5,403,551	74,031,480	0.733	0.681	1.049	9,501.200195	2,828,248,320	1,228,750
AAP	2018-06-08	0.051	-0.001	5,403,551	74,031,584	0.733	0.682	0.954	9,750.700195	2,782,648,576	1,086,599.875
AAP	2018-06-15	0.096	0.045	5,518,419	74,031,048	0.734	0.638	1.111	10,154.099609	2,737,049,088	1,000,800
AAP	2018-06-22	0.025	-0.071	5,518,419	74,030,968	0.735	0.71	0.828	10,279.200195	2,691,449,344	1,051,600
AAP	2018-06-29	0.085	0.06	5,518,419	74,030,952	0.735	0.649	0.98	10,046	2,645,849,600	910,200
AAP	2018-07-06	-0.001	-0.087	4,375,368	74,031,496	0.686	0.687	1.057	10,154.900391	2,600,250,112	712,250
AAP	2018-07-13	-0.009	-0.008	4,375,368	74,031,152	0.686	0.695	1.89	10,315.5	2,554,650,368	780,000
AAP	2018-07-20	0.03	0.039	3,822,892	74,030,984	0.653	0.623	1.177	10,562	2,509,050,624	742,000
AAP	2018-07-27	0.006	-0.024	3,822,892	74,031,456	0.653	0.648	1.219	10,353.299805	2,463,450,880	685,400
AAP	2018-08-03	0.042	0.036	3,374,272	74,031,664	0.631	0.589	1.854	10,710.900391	2,417,851,392	524,000
AAP	2018-08-10	0.056	0.015	3,374,272	74,031,424	0.633	0.577	1.899	10,834.5	2,372,251,648	783,800
AAP	2018-08-17	0.056	0	3,286,819	74,081,512	0.63	0.574	2.813	11,832.299805	2,326,651,904	1,955,800.125
AAP	2018-08-24	0.041	-0.015	3,286,819	74,081,280	0.629	0.588	1.753	12,176	2,322,677,504	923,400
AAP	2018-08-31	0.016	-0.025	3,094,591	74,080,960	0.617	0.601	1.709	12,151.5	2,318,702,848	960,000
AAP	2018-09-07	-0.014	-0.031	3,094,591	74,081,184	0.617	0.631	2.139	12,392.299805	2,314,728,192	982,250
AAP	2018-09-14	0.002	0.016	3,094,591	74,080,992	0.617	0.615	2.079	12,256.700195	2,310,753,536	919,800
AAP	2018-09-21	-0.04	-0.042	2,598,026	74,080,976	0.578	0.618	2.048	12,478.200195	2,306,778,880	1,192,000
AAP	2018-09-28	-0.034	0.006	2,598,026	74,081,272	0.578	0.611	2.799	12,470.099609	2,302,804,224	877,800
AAP	2018-10-05	-0.038	-0.005	2,527,235	74,081,288	0.574	0.612	1.551	12,284.900391	2,298,829,568	731,000
AAP	2018-10-12	-0.049	-0.01	2,527,235	74,081,272	0.574	0.623	3.42	12,232.299805	2,294,855,168	1,014,800
AAP	2018-10-19	-0.051	-0.003	2,496,337	74,081,424	0.564	0.616	2.525	12,173.799805	2,290,880,512	1,296,000
AAP	2018-10-26	-0.069	-0.018	2,496,337	74,081,432	0.564	0.633	3.469	12,190.099609	2,286,905,856	1,380,199.875
AAP	2018-11-02	-0.045	0.024	2,695,896	74,081,216	0.58	0.626	2.857	12,223.400391	2,282,931,200	1,300,800
AAP	2018-11-09	-0.036	0.009	2,695,896	74,081,088	0.583	0.619	2.013	12,681.200195	2,278,956,544	1,156,400
AAP	2018-11-16	-0.026	0.01	2,836,098	72,893,808	0.6	0.625	2.489	13,063.299805	2,274,981,888	1,779,200
AAP	2018-11-23	-0.046	-0.021	2,836,098	72,893,816	0.6	0.646	1.182	12,919.700195	2,262,845,696	742,250
AAP	2018-11-30	0.018	0.064	3,254,530	72,893,480	0.631	0.613	1.78	12,953.900391	2,250,709,248	919,200
AAP	2018-12-07	-0.015	-0.033	3,254,530	72,893,968	0.631	0.645	1.518	12,216.299805	2,238,572,800	1,108,500
AAP	2018-12-14	0.007	0.022	3,254,530	72,893,520	0.63	0.623	2.456	11,938.5	2,226,436,352	1,154,000
AAP	2018-12-21	0.006	-0.001	3,119,457	72,893,464	0.623	0.617	1.654	11,036.799805	2,214,299,904	1,477,600
AAP	2018-12-28	-0.018	-0.024	3,119,457	72,893,992	0.623	0.641	1.705	11,332.099609	2,202,163,456	936,000
AAP	2019-01-04	0.022	0.04	2,987,708	72,894,024	0.617	0.595	2.604	11,576.299805	2,190,027,008	1,243,500
AAP	2019-01-11	-0.015	-0.037	2,987,708	72,893,616	0.617	0.632	1.773	11,620.700195	2,177,890,560	1,484,400
AAP	2019-01-18	-0.015	0	3,204,558	72,893,624	0.623	0.638	1.939	12,217.700195	2,165,754,112	1,342,200.125
AAP	2019-01-25	-0.019	-0.004	3,204,558	72,893,872	0.623	0.642	1.636	11,168.799805	2,153,617,664	1,422,750
AAP	2019-02-01	0.024	0.043	3,776,439	72,893,616	0.659	0.635	1.581	11,593	2,141,481,344	1,186,000
AAP	2019-02-08	0.022	-0.002	3,776,439	72,893,912	0.659	0.637	0.967	11,838.700195	2,129,344,896	985,600
AAP	2019-02-15	0.014	-0.007	3,088,234	72,893,696	0.616	0.602	2.133	12,391.200195	2,117,208,448	1,076,600.125
AAP	2019-02-22	-0.003	-0.017	3,088,234	71,670,264	0.62	0.622	2.2	11,572.599609	2,105,072,000	2,033,250
AAP	2019-03-01	-0.002	0	3,088,234	71,670,400	0.62	0.622	1.772	11,511.700195	2,170,223,104	1,632,800
AAP	2019-03-08	-0.064	-0.062	2,398,563	71,670,288	0.564	0.628	2.705	10,877.400391	2,235,374,080	1,031,400
AAP	2019-03-15	-0.029	0.035	2,741,530	71,670,112	0.594	0.623	2.466	11,097.400391	2,300,525,312	1,025,600
AAP	2019-03-22	-0.063	-0.034	2,741,530	71,670,104	0.595	0.658	1.987	11,814.099609	2,365,676,288	1,234,000
AAP	2019-03-29	-0.028	0.035	2,741,530	71,670,088	0.596	0.625	2.427	12,221.900391	2,430,827,264	1,060,200
AAP	2019-04-05	-0.041	-0.013	2,518,183	71,669,872	0.572	0.613	2.411	12,669.799805	2,495,978,496	886,000
AAP	2019-04-12	-0.035	0.006	2,518,183	71,670,088	0.572	0.606	1.871	12,908.5	2,561,129,472	830,800
AAP	2019-04-19	-0.019	0.016	2,857,081	71,669,896	0.599	0.617	1.511	12,570.900391	2,626,280,704	834,000
AAP	2019-04-26	-0.018	0	2,857,081	71,669,896	0.598	0.616	2.407	12,197.5	2,691,431,680	935,200
AAP	2019-05-03	0.005	0.023	2,882,176	71,670,232	0.605	0.6	1.758	11,701.599609	2,756,582,656	903,800
AAP	2019-05-10	-0.013	-0.019	2,882,176	71,670,248	0.605	0.618	2.357	11,332.5	2,821,733,888	914,200
AAP	2019-05-17	-0.005	0.008	2,762,208	71,669,936	0.601	0.606	1.85	11,321.700195	2,886,884,864	1,160,400
AAP	2019-05-24	-0.029	-0.024	2,762,208	71,736,992	0.6	0.629	2.665	11,340.900391	2,952,036,096	2,374,400
AAP	2019-05-31	-0.04	-0.011	2,867,611	71,736,776	0.603	0.644	1.636	11,119.200195	2,900,386,816	1,359,750
AAP	2019-06-07	-0.029	0.011	2,867,611	71,736,720	0.604	0.633	2.015	11,144.299805	2,848,737,792	957,600
AAP	2019-06-14	-0.044	-0.015	2,867,611	71,737,152	0.604	0.648	1.649	10,889.700195	2,797,088,512	979,400
AAP	2019-06-21	0.018	0.062	3,392,796	71,737,144	0.639	0.621	1.256	10,993	2,745,439,232	982,200
AAP	2019-06-28	-0.034	-0.052	3,392,796	71,736,736	0.639	0.674	1.479	11,057.5	2,693,790,208	1,139,600
AAP	2019-07-05	0.04	0.075	3,188,056	71,737,024	0.622	0.582	1.416	11,522.400391	2,642,140,928	933,500.0625
AAP	2019-07-12	-0.083	-0.123	3,188,056	71,736,664	0.623	0.706	2.039	11,376	2,590,491,904	1,016,200
AAP	2019-07-19	-0.001	0.081	3,649,913	71,737,080	0.644	0.645	2.19	11,257.700195	2,538,842,624	892,000
AAP	2019-07-26	-0.052	-0.05	3,649,913	71,737,000	0.645	0.696	1.37	10,948.5	2,487,193,600	1,037,000
AAP	2019-08-02	-0.029	0.023	3,380,493	71,736,864	0.63	0.659	2.216	10,457.799805	2,435,544,320	1,077,600
AAP	2019-08-09	-0.044	-0.015	3,380,493	71,736,992	0.631	0.675	2.227	10,353.799805	2,383,895,040	1,469,600
AAP	2019-08-16	-0.002	0.042	4,178,780	71,386,632	0.679	0.681	1.256	9,750.700195	2,332,245,760	2,698,400
AAP	2019-08-23	0.004	0.005	4,178,780	71,386,896	0.679	0.675	1.418	9,640.799805	2,330,696,704	1,204,999.875
AAP	2019-08-30	-0.002	-0.005	4,361,690	71,386,736	0.683	0.685	1.612	9,847.799805	2,329,147,648	1,074,800
AAP	2019-09-06	0.001	0.002	4,361,690	71,387,128	0.684	0.683	1.453	10,508.900391	2,327,598,336	956,499.9375
AAP	2019-09-13	0.03	0.03	4,361,690	71,387,264	0.683	0.652	1.088	11,207.799805	2,326,049,024	1,155,000.125
AAP	2019-09-20	0.1	0.069	4,659,658	71,386,728	0.691	0.591	1.201	11,114.200195	2,324,499,968	836,800
AAP	2019-09-27	0.044	-0.056	4,659,658	71,386,688	0.691	0.647	1.149	11,541.799805	2,322,950,656	916,600
AAP	2019-10-04	0.057	0.013	4,443,067	71,386,768	0.688	0.631	1.504	11,417.599609	2,321,401,344	944,800
AAP	2019-10-11	0.062	0.006	4,443,067	71,386,856	0.689	0.626	1.398	11,319.099609	2,319,852,032	840,800
AAP	2019-10-18	0.051	-0.011	3,914,141	71,387,152	0.659	0.607	1.297	11,671.799805	2,318,302,976	661,200
AAP	2019-10-25	0.029	-0.023	3,914,141	71,386,808	0.658	0.629	1.275	11,818.799805	2,316,753,664	768,600
AAP	2019-11-01	0.052	0.024	3,742,387	71,386,960	0.648	0.596	0.978	11,766	2,315,204,352	772,800
AAP	2019-11-08	0.058	0.006	3,742,387	71,387,104	0.649	0.59	1.327	11,950.200195	2,313,655,296	944,800
AAP	2019-11-15	0.01	-0.048	3,143,077	69,259,192	0.621	0.61	1.596	11,265.700195	2,312,105,984	1,900,199.875
AAP	2019-11-22	-0.034	-0.045	3,143,077	69,259,520	0.621	0.656	1.944	10,934	2,297,856,512	781,800
AAP	2019-11-29	-0.003	0.031	3,143,077	69,259,616	0.621	0.624	1.925	10,879.299805	2,283,607,040	737,000
AAP	2019-12-06	-0.025	-0.022	2,802,394	69,259,480	0.598	0.623	2.037	10,708.900391	2,269,357,824	1,635,000.125
AAP	2019-12-13	-0.055	-0.029	2,802,394	69,259,704	0.597	0.652	1.869	10,749.799805	2,255,108,352	1,154,400
AAP	2019-12-20	-0.048	0.006	2,730,699	69,259,424	0.592	0.64	2.175	10,951.299805	2,240,858,880	834,000
AAP	2019-12-27	-0.016	0.033	2,730,699	69,259,232	0.592	0.608	1.635	10,967.200195	2,226,609,408	494,249.96875
AAP	2020-01-03	-0.026	-0.01	2,491,946	69,259,184	0.571	0.597	4.09	11,041.299805	2,212,359,936	671,250
AAP	2020-01-10	-0.005	0.021	2,491,946	69,259,112	0.572	0.577	1.921	10,320.299805	2,198,110,464	1,086,200.125
AAP	2020-01-17	-0.005	0	2,414,459	69,259,176	0.564	0.569	3.277	10,461.599609	2,183,861,248	1,282,000
AAP	2020-01-24	-0.023	-0.018	2,414,459	69,259,608	0.564	0.587	1.985	9,812.700195	2,169,611,776	1,147,750
AAP	2020-01-31	-0.033	-0.01	2,211,081	69,259,208	0.548	0.581	2.046	9,124.900391	2,155,362,304	1,014,600
AAP	2020-02-07	-0.055	-0.023	2,211,081	69,259,768	0.548	0.604	3.614	9,206.700195	2,141,112,832	960,600
AAP	2020-02-14	-0.024	0.031	2,211,081	69,259,680	0.549	0.573	3.2	9,252.400391	2,126,863,488	801,400
AAP	2020-02-21	-0.036	-0.012	2,239,997	69,238,320	0.553	0.589	3.464	9,735.599609	2,112,614,016	1,340,500
AAP	2020-02-28	-0.054	-0.019	2,239,997	69,238,232	0.554	0.608	3.05	9,207.299805	2,157,634,560	1,367,200
AAP	2020-03-06	-0.04	0.014	1,901,027	69,238,528	0.516	0.556	4.141	8,856.299805	2,202,655,232	1,174,000
AAP	2020-03-13	-0.071	-0.031	1,901,027	69,238,280	0.517	0.588	3.873	7,871.700195	2,247,675,904	1,622,200.125
AAP	2020-03-20	-0.033	0.037	2,266,541	69,237,640	0.562	0.595	2.815	5,194.899902	2,292,696,576	1,454,599.875
AAP	2020-03-27	-0.048	-0.014	2,266,541	69,238,496	0.563	0.61	2.407	6,619.200195	2,337,716,992	1,357,400.125
AAP	2020-04-03	-0.046	0.002	2,216,301	69,238,040	0.544	0.59	3.204	5,861	2,382,737,664	1,532,000
AAP	2020-04-10	-0.073	-0.027	2,216,301	69,238,248	0.544	0.617	1.913	7,398.799805	2,427,758,336	1,112,999.875
AAP	2020-04-17	-0.124	-0.05	1,533,419	69,237,752	0.471	0.595	4.274	8,229.599609	2,472,779,008	1,004,600

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