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paperswithbacktest
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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	2014-07-25	-0.086	-0.026	1,852,350	72,954,992	0.512	0.599	3.256	9,159.5	2,554,964,224	866,400
AAP	2014-08-01	-0.044	0.043	2,104,397	72,954,736	0.557	0.601	2.529	8,831.900391	2,503,147,520	653,200
AAP	2014-08-08	-0.04	0.004	2,104,397	72,955,000	0.557	0.597	3.644	9,127.400391	2,451,330,560	728,000
AAP	2014-08-15	-0.048	-0.008	1,732,543	72,954,288	0.505	0.553	2.727	9,591.299805	2,399,513,856	1,196,199.875
AAP	2014-08-22	-0.108	-0.06	1,732,543	72,975,400	0.504	0.612	2.588	9,881.599609	2,347,696,896	568,000
AAP	2014-08-29	-0.082	0.026	1,732,543	72,975,376	0.504	0.586	2.229	9,955.299805	2,342,843,648	531,400
AAP	2014-09-05	-0.103	-0.021	1,840,914	72,975,464	0.524	0.627	2.529	10,053.099609	2,337,990,144	652,250
AAP	2014-09-12	-0.073	0.03	1,840,914	72,975,496	0.524	0.597	2.86	9,768.5	2,333,136,640	449,400
AAP	2014-09-19	-0.018	0.054	2,192,072	72,975,112	0.573	0.592	3.034	9,615.200195	2,328,283,392	656,600
AAP	2014-09-26	-0.044	-0.025	2,192,072	72,975,392	0.572	0.616	2.693	9,494.099609	2,323,429,888	622,400
AAP	2014-10-03	-0.018	0.026	2,209,910	72,975,656	0.564	0.582	2.666	9,861.200195	2,318,576,384	824,600
AAP	2014-10-10	-0.045	-0.027	2,209,910	72,975,688	0.564	0.609	1.787	9,691.900391	2,313,723,136	772,600
AAP	2014-10-17	-0.121	-0.076	1,866,306	72,975,184	0.492	0.614	2.537	9,909.299805	2,308,869,632	978,000
AAP	2014-10-24	-0.127	-0.006	1,866,306	72,975,224	0.492	0.619	2.985	10,365.400391	2,304,016,128	1,051,200
AAP	2014-10-31	-0.026	0.101	2,509,925	72,975,640	0.578	0.604	1.77	10,724.5	2,299,162,880	562,400
AAP	2014-11-07	-0.042	-0.016	2,509,925	72,975,672	0.577	0.619	2.674	10,351.599609	2,294,309,376	1,611,200
AAP	2014-11-14	-0.046	-0.005	2,509,925	72,994,272	0.578	0.625	2.116	10,570.299805	2,289,456,128	670,400
AAP	2014-11-21	-0.01	0.037	2,707,368	72,994,016	0.607	0.617	1.708	10,619.900391	2,286,190,592	622,800
AAP	2014-11-28	-0.019	-0.009	2,707,368	72,994,288	0.607	0.626	2.203	10,736	2,282,925,056	728,750
AAP	2014-12-05	0.011	0.03	2,651,177	72,993,912	0.612	0.601	2.935	11,254.200195	2,279,659,776	1,000,800
AAP	2014-12-12	-0.015	-0.026	2,651,177	72,994,072	0.612	0.627	1.554	11,697.299805	2,276,394,240	876,400
AAP	2014-12-19	-0.05	-0.035	2,298,961	72,994,048	0.575	0.625	2.346	11,668.099609	2,273,128,704	904,800
AAP	2014-12-26	-0.032	0.018	2,298,961	72,994,368	0.575	0.607	2.615	11,679.099609	2,269,863,424	373,750.03125
AAP	2015-01-02	0.003	0.035	2,288,576	72,994,456	0.58	0.577	2.779	11,574	2,266,597,888	434,000
AAP	2015-01-09	-0.012	-0.016	2,288,576	72,994,384	0.58	0.592	1.782	11,701	2,263,332,608	988,000
AAP	2015-01-16	0.043	0.055	2,116,852	72,993,992	0.576	0.533	2.107	10,949.099609	2,260,067,072	800,800
AAP	2015-01-23	-0.027	-0.069	2,116,852	72,993,968	0.576	0.603	2.384	11,371	2,256,801,536	769,500.0625
AAP	2015-01-30	-0.003	0.023	2,893,636	72,994,336	0.64	0.643	2.94	11,606.099609	2,253,536,256	739,400
AAP	2015-02-06	0.019	0.022	2,893,636	72,994,448	0.64	0.621	2.157	11,825.099609	2,250,270,720	859,200
AAP	2015-02-13	0.015	-0.004	2,893,636	72,994,136	0.64	0.625	2.087	10,960.799805	2,247,005,696	1,823,800.125
AAP	2015-02-20	0.018	0.003	2,945,318	72,994,320	0.645	0.626	2.575	11,318.5	2,243,739,904	1,358,000
AAP	2015-02-27	0.005	-0.013	2,945,318	72,994,264	0.646	0.641	1.793	11,309	2,240,474,368	621,200
AAP	2015-03-06	0.027	0.022	3,742,386	73,140,800	0.692	0.665	2.266	10,903.099609	2,237,209,088	992,200
AAP	2015-03-13	0.063	0.036	3,742,386	73,140,832	0.692	0.629	1.053	10,942.599609	2,298,826,240	857,600
AAP	2015-03-20	0.156	0.093	3,882,988	73,140,672	0.701	0.545	1.313	11,110.799805	2,360,443,392	880,600
AAP	2015-03-27	0.078	-0.078	3,882,988	73,140,896	0.701	0.622	1.414	11,072.799805	2,422,060,800	825,600
AAP	2015-04-03	0.092	0.014	3,849,774	73,140,720	0.699	0.607	1.055	10,530.799805	2,483,677,696	1,362,250
AAP	2015-04-10	0.083	-0.01	3,849,774	73,140,480	0.699	0.617	1.488	10,985.700195	2,545,295,104	790,800
AAP	2015-04-17	0.074	-0.009	3,873,686	73,140,856	0.695	0.621	1.3	10,956.5	2,606,912,512	640,000
AAP	2015-04-24	0.064	-0.01	3,873,686	73,140,432	0.695	0.632	1.739	10,869.400391	2,668,529,664	1,256,999.875
AAP	2015-05-01	0.102	0.038	4,258,371	73,140,912	0.719	0.617	1.246	10,630.299805	2,730,146,816	854,800
AAP	2015-05-08	0.088	-0.014	4,258,371	73,141,064	0.721	0.633	1.219	10,587.900391	2,791,763,968	662,200
AAP	2015-05-15	0.124	0.036	4,472,947	73,140,744	0.73	0.606	1.498	11,089.599609	2,853,381,376	852,200
AAP	2015-05-22	0.094	-0.03	4,472,947	73,140,448	0.73	0.636	1.102	11,717.099609	2,914,998,528	2,244,400.25
AAP	2015-05-29	0.122	0.028	4,472,947	73,140,576	0.73	0.608	1.2	11,206.599609	2,976,615,680	917,250
AAP	2015-06-05	0.113	-0.009	5,082,214	73,178,096	0.748	0.635	1.04	11,517.5	3,038,233,088	798,400
AAP	2015-06-12	0.126	0.013	5,082,214	73,178,456	0.748	0.621	1.317	11,797.099609	2,982,550,016	801,600
AAP	2015-06-19	0.139	0.013	5,063,131	73,178,192	0.743	0.603	1.295	11,745.099609	2,926,866,944	587,000
AAP	2015-06-26	0.12	-0.019	5,063,131	73,178,112	0.743	0.622	1.371	12,021.700195	2,871,183,872	688,600
AAP	2015-07-03	0.144	0.023	5,191,617	73,178,096	0.74	0.596	0.89	11,862.900391	2,815,501,056	598,750
AAP	2015-07-10	0.142	-0.002	5,191,617	73,178,352	0.739	0.597	1.387	12,009.299805	2,759,817,984	3,737,999.75
AAP	2015-07-17	0.109	-0.033	4,967,245	73,177,960	0.731	0.623	1.05	12,418.299805	2,704,134,912	836,000
AAP	2015-07-24	0.13	0.021	4,967,245	73,178,064	0.731	0.601	1.616	12,316.599609	2,648,452,096	628,000
AAP	2015-07-31	0.147	0.017	5,180,161	73,178,344	0.739	0.592	1.245	12,748.400391	2,592,769,024	597,800
AAP	2015-08-07	0.131	-0.016	5,180,161	73,178,128	0.739	0.608	0.817	12,714.700195	2,537,085,952	577,600
AAP	2015-08-14	0.183	0.052	5,180,161	73,178,104	0.74	0.558	1.224	13,686.5	2,481,402,880	2,194,600
AAP	2015-08-21	0.11	-0.072	4,903,255	73,178,440	0.731	0.621	0.877	12,992.099609	2,425,720,064	1,197,600
AAP	2015-08-28	0.087	-0.023	4,903,255	73,217,368	0.731	0.644	1.704	12,921.400391	2,370,036,992	1,351,600
AAP	2015-09-04	0.109	0.022	4,878,706	73,217,336	0.728	0.619	1.141	12,602.900391	2,363,800,832	722,800
AAP	2015-09-11	0.087	-0.022	4,878,706	73,217,224	0.728	0.641	0.887	12,801.299805	2,357,564,928	913,250
AAP	2015-09-18	0.07	-0.017	4,052,742	73,217,624	0.683	0.613	1.261	12,717.900391	2,351,328,512	733,800
AAP	2015-09-25	0.113	0.043	4,052,742	73,217,600	0.683	0.57	1.434	12,947.799805	2,345,092,352	468,400
AAP	2015-10-02	0.092	-0.021	4,103,436	73,217,168	0.679	0.587	1.579	14,035	2,338,856,192	1,778,200.125
AAP	2015-10-09	0.041	-0.051	4,103,436	73,217,600	0.679	0.638	1.421	13,876.200195	2,332,620,032	839,600
AAP	2015-10-16	0.072	0.031	3,524,087	73,217,504	0.643	0.571	1.744	13,969.900391	2,326,383,872	705,800
AAP	2015-10-23	0.016	-0.056	3,524,087	73,217,144	0.642	0.626	1.233	14,053.299805	2,320,147,712	679,200
AAP	2015-10-30	0.085	0.07	3,708,037	73,217,256	0.654	0.568	1.123	14,528.5	2,313,911,552	552,400
AAP	2015-11-06	0.048	-0.038	3,708,037	73,217,592	0.652	0.605	2.279	14,549.799805	2,307,675,392	698,600
AAP	2015-11-13	0.04	-0.008	3,708,037	73,217,432	0.654	0.614	1.724	11,833.400391	2,301,439,232	2,722,200
AAP	2015-11-20	0.029	-0.01	3,470,884	73,236,704	0.645	0.616	2.195	11,924.400391	2,295,203,072	973,400
AAP	2015-11-27	0.01	-0.019	3,470,884	73,236,472	0.645	0.635	1.661	12,072.299805	2,277,759,232	715,750
AAP	2015-12-04	-0.022	-0.032	3,131,543	73,236,864	0.624	0.645	1.687	11,412.5	2,260,315,392	1,186,200.125
AAP	2015-12-11	-0.049	-0.027	3,131,543	73,236,808	0.623	0.672	1.414	10,901.299805	2,242,871,296	1,316,999.875
AAP	2015-12-18	0.07	0.119	3,525,641	73,236,608	0.651	0.581	2.534	10,954	2,225,427,456	2,645,600
AAP	2015-12-25	-0.002	-0.072	3,525,641	73,236,768	0.651	0.652	1.531	10,921.799805	2,207,983,616	952,250
AAP	2016-01-01	0.055	0.056	3,803,341	73,236,328	0.666	0.611	1.529	11,022.799805	2,190,539,776	626,000
AAP	2016-01-08	-0.003	-0.058	3,803,341	73,236,464	0.665	0.669	1.717	10,660.299805	2,173,095,936	1,296,999.875
AAP	2016-01-15	-0.012	-0.009	3,682,159	73,236,544	0.661	0.674	3.231	10,567.299805	2,155,652,096	1,186,400
AAP	2016-01-22	0.012	0.024	3,682,159	73,236,864	0.661	0.649	1.208	10,577.599609	2,138,208,256	874,499.9375
AAP	2016-01-29	0.05	0.038	3,682,159	73,236,432	0.661	0.611	1.951	11,135.599609	2,120,764,288	1,051,200
AAP	2016-02-05	0.026	-0.024	3,798,368	73,236,760	0.655	0.629	1.408	10,541.700195	2,103,320,448	1,189,600
AAP	2016-02-12	-0.002	-0.028	3,798,368	73,236,480	0.655	0.657	1.503	10,309.5	2,085,876,608	1,820,999.875
AAP	2016-02-19	0.002	0.004	3,886,055	73,236,784	0.661	0.659	1.467	10,519	2,068,432,768	1,200,750
AAP	2016-02-26	0.029	0.027	3,886,055	73,236,920	0.661	0.632	1.088	10,989.200195	2,050,988,928	689,800
AAP	2016-03-04	0.051	0.022	4,186,822	73,322,176	0.669	0.618	1.539	11,172.099609	2,033,544,960	731,000
AAP	2016-03-11	0.003	-0.048	4,186,822	73,322,192	0.669	0.666	1.429	11,626.700195	2,106,332,160	770,400
AAP	2016-03-18	0.054	0.051	4,132,398	73,322,536	0.664	0.61	1.537	11,546.099609	2,179,119,360	683,400
AAP	2016-03-25	0.025	-0.029	4,132,398	73,322,208	0.665	0.64	3.827	11,865	2,251,906,560	604,000
AAP	2016-04-01	0.077	0.052	4,318,401	73,322,536	0.677	0.6	1.338	11,762.400391	2,324,693,504	762,400
AAP	2016-04-08	0.031	-0.046	4,318,401	73,322,672	0.678	0.647	1.545	11,446.400391	2,397,480,704	709,200
AAP	2016-04-15	0.071	0.04	4,130,698	73,322,784	0.672	0.601	1.337	11,818.900391	2,470,267,904	529,200
AAP	2016-04-22	0.056	-0.014	4,130,698	73,322,600	0.672	0.615	1.084	11,614.299805	2,543,055,104	637,400
AAP	2016-04-29	0.071	0.014	4,130,698	73,322,224	0.672	0.601	2.321	11,445.599609	2,615,842,304	547,400
AAP	2016-05-06	0.084	0.014	4,153,344	73,322,480	0.674	0.59	1.543	11,036.5	2,688,629,504	861,400
AAP	2016-05-13	0.089	0.005	4,153,344	73,322,344	0.675	0.586	1.033	10,672.799805	2,761,416,448	735,600
AAP	2016-05-20	0.024	-0.065	3,840,910	73,322,632	0.666	0.641	1.661	10,733.700195	2,834,203,648	2,306,200
AAP	2016-05-27	0.002	-0.022	3,840,910	73,322,240	0.665	0.663	1.503	11,461	2,906,990,848	1,429,200
AAP	2016-06-03	0.007	0.004	3,749,490	73,555,832	0.657	0.65	1.46	11,085.599609	2,979,778,048	1,320,000
AAP	2016-06-10	-0.015	-0.022	3,749,490	73,555,744	0.657	0.672	1.15	11,255.5	2,919,475,968	1,497,400.125
AAP	2016-06-17	0.047	0.062	4,570,783	73,556,128	0.693	0.646	0.826	11,368.099609	2,859,174,144	954,200

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