Datasets:

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
AAL	2018-02-23	0.168	0.026	21,118,448	473,139,168	0.645	0.477	6.482	25,260.900391	10,600,999,936	4,131,962
AAL	2018-03-02	0.159	-0.009	19,693,888	473,138,400	0.63	0.47	3.789	25,161.5	10,578,778,112	4,999,611.5
AAL	2018-03-09	0.156	-0.003	19,693,888	473,138,944	0.63	0.474	7.075	26,528.900391	10,556,555,264	3,824,870.5
AAL	2018-03-16	0.184	0.027	21,916,704	473,138,976	0.652	0.468	4.675	26,211.900391	10,534,333,440	3,888,033.25
AAL	2018-03-23	0.143	-0.04	21,916,704	473,138,656	0.653	0.509	7.831	24,134.800781	10,512,111,616	4,007,775.75
AAL	2018-03-30	0.179	0.035	23,722,640	473,138,976	0.661	0.482	7.586	24,584.300781	10,489,889,792	3,350,695.75
AAL	2018-04-06	0.15	-0.029	23,722,640	473,137,792	0.662	0.513	5.937	23,794.099609	10,467,666,944	3,873,530.25
AAL	2018-04-13	0.146	-0.003	21,176,706	473,139,328	0.641	0.494	3.62	21,702.900391	10,445,444,096	7,912,678.5
AAL	2018-04-20	0.163	0.017	21,176,706	473,138,112	0.641	0.478	3.848	22,133.400391	10,423,222,272	6,350,434.5
AAL	2018-04-27	0.136	-0.027	21,176,706	468,152,064	0.644	0.509	2.975	20,317.800781	10,401,000,448	8,699,235
AAL	2018-05-04	0.164	0.028	24,087,328	468,152,128	0.667	0.503	5.783	20,065	10,496,538,624	5,673,991
AAL	2018-05-11	0.17	0.006	24,087,328	468,152,608	0.667	0.497	3.916	19,943.300781	10,592,076,800	7,073,895
AAL	2018-05-18	0.18	0.011	25,757,552	468,153,504	0.678	0.498	3.858	20,308.5	10,687,614,976	5,630,974
AAL	2018-05-25	0.159	-0.021	25,757,552	468,151,840	0.678	0.518	5.795	21,024.699219	10,783,154,176	5,222,232
AAL	2018-06-01	0.185	0.026	26,604,336	468,152,256	0.685	0.5	4.018	20,598.699219	10,878,691,328	6,000,506
AAL	2018-06-08	0.195	0.01	26,604,336	468,153,536	0.686	0.49	4.404	20,182.099609	10,974,230,528	5,432,999
AAL	2018-06-15	0.205	0.01	28,629,536	468,152,928	0.697	0.492	3.73	20,022.900391	11,069,769,728	5,737,133
AAL	2018-06-22	0.176	-0.03	28,629,536	468,152,384	0.697	0.522	5.547	19,358.099609	11,165,307,904	6,003,687.5
AAL	2018-06-29	0.196	0.02	28,629,536	468,153,312	0.697	0.502	3.627	17,771.099609	11,260,846,080	6,899,445
AAL	2018-07-06	0.143	-0.053	28,343,808	468,151,776	0.691	0.548	1.835	17,831.900391	11,356,384,256	4,717,876.5
AAL	2018-07-13	0.168	0.025	28,343,808	468,151,968	0.69	0.523	3.789	17,377.800781	11,451,923,456	11,480,613
AAL	2018-07-20	0.181	0.013	29,109,600	468,152,032	0.689	0.509	3.298	17,733.599609	11,547,461,632	6,443,782.5
AAL	2018-07-27	0.177	-0.004	29,109,600	460,508,928	0.693	0.516	4.952	18,277.599609	11,642,999,808	7,945,571.5
AAL	2018-08-03	0.199	0.022	32,835,760	460,510,208	0.718	0.52	2.6	17,692.800781	11,636,538,368	5,696,778
AAL	2018-08-10	0.21	0.011	32,835,760	460,509,952	0.72	0.511	3.285	17,158.599609	11,630,076,928	4,968,872
AAL	2018-08-17	0.209	-0	29,612,624	460,508,064	0.703	0.493	5.127	17,402.599609	11,623,615,488	5,153,363.5
AAL	2018-08-24	0.191	-0.018	29,612,624	460,510,048	0.702	0.511	4.771	17,877	11,617,154,048	5,841,564.5
AAL	2018-08-31	0.223	0.032	29,783,904	460,508,896	0.708	0.485	2.93	18,641.400391	11,610,692,608	6,175,750.5
AAL	2018-09-07	0.163	-0.06	29,783,904	460,510,016	0.708	0.545	3.884	17,697.400391	11,604,231,168	7,163,848
AAL	2018-09-14	0.187	0.024	29,783,904	460,508,256	0.708	0.521	1.936	18,300.599609	11,597,769,728	4,608,555.5
AAL	2018-09-21	0.158	-0.029	26,090,352	460,509,184	0.68	0.522	5.01	20,078.199219	11,591,307,264	7,128,700
AAL	2018-09-28	0.134	-0.024	26,090,352	460,508,128	0.68	0.546	9.354	19,032.800781	11,584,845,824	5,831,627
AAL	2018-10-05	0.154	0.02	26,423,632	460,510,432	0.679	0.525	2.546	16,781	11,578,384,384	7,250,517.5
AAL	2018-10-12	0.109	-0.044	26,423,632	460,507,936	0.679	0.57	4.373	14,234.299805	11,571,922,944	15,620,390
AAL	2018-10-19	0.129	0.019	26,376,480	460,508,736	0.672	0.543	2.709	14,754.700195	11,565,461,504	12,144,752
AAL	2018-10-26	0.131	0.002	26,376,480	460,582,272	0.672	0.541	2.249	14,950.5	11,559,000,064	13,040,476
AAL	2018-11-02	0.214	0.083	30,503,904	460,580,768	0.706	0.492	3.735	16,732.900391	11,524,500,480	10,657,630
AAL	2018-11-09	0.19	-0.024	30,503,904	460,582,560	0.708	0.518	3.011	16,682.300781	11,489,999,872	9,453,093
AAL	2018-11-16	0.185	-0.005	33,402,256	460,582,336	0.729	0.544	3.487	16,926.400391	11,455,500,288	9,057,239
AAL	2018-11-23	0.18	-0.005	33,402,256	460,582,336	0.729	0.548	2.089	17,479.099609	11,420,999,680	7,825,904
AAL	2018-11-30	0.157	-0.024	26,805,776	460,582,688	0.686	0.529	2.826	18,497	11,386,500,096	7,842,836
AAL	2018-12-07	0.118	-0.038	26,805,776	460,580,832	0.685	0.566	4.013	15,461.700195	11,352,000,512	10,662,946
AAL	2018-12-14	0.149	0.03	26,805,776	460,580,064	0.684	0.535	3.037	14,927.400391	11,317,499,904	8,618,681
AAL	2018-12-21	0.076	-0.073	23,444,784	460,581,536	0.661	0.585	4.185	14,176.700195	11,283,000,320	9,223,290
AAL	2018-12-28	0.096	0.02	23,444,784	460,581,216	0.661	0.565	3.505	14,660.299805	11,248,499,712	7,163,612.5
AAL	2019-01-04	0.129	0.033	24,274,112	460,580,512	0.667	0.538	7.789	14,757	11,214,000,128	9,188,937
AAL	2019-01-11	0.095	-0.034	24,274,112	460,581,792	0.667	0.572	6.595	14,646.5	11,179,499,520	9,584,904
AAL	2019-01-18	0.155	0.06	26,231,376	460,582,848	0.682	0.526	6.646	15,646	11,144,999,936	6,879,679.5
AAL	2019-01-25	0.119	-0.036	26,231,376	460,580,320	0.681	0.562	7.136	16,111.099609	11,110,500,352	15,095,264
AAL	2019-02-01	0.126	0.006	24,108,576	460,581,536	0.661	0.535	8.897	16,631.599609	11,075,999,744	9,068,446
AAL	2019-02-08	0.15	0.024	24,108,576	460,580,576	0.661	0.511	3.523	16,580.900391	11,041,500,160	6,345,176
AAL	2019-02-15	0.149	-0.001	25,455,856	460,582,048	0.673	0.523	6.129	16,143.400391	11,006,999,552	6,639,114
AAL	2019-02-22	0.166	0.017	25,455,856	460,580,416	0.673	0.507	5.347	16,346	10,972,499,968	6,175,097.5
AAL	2019-03-01	0.179	0.013	25,455,856	449,056,000	0.68	0.502	6.048	15,555.299805	10,938,000,384	8,174,748
AAL	2019-03-08	0.153	-0.026	25,029,376	449,056,736	0.677	0.524	4.749	14,329.400391	10,893,750,272	6,827,537
AAL	2019-03-15	0.112	-0.041	20,814,016	449,055,008	0.636	0.525	5.87	14,113.799805	10,849,500,160	9,404,792
AAL	2019-03-22	0.076	-0.036	20,814,016	449,054,624	0.637	0.561	4.253	13,727.599609	10,805,250,048	6,624,287
AAL	2019-03-29	0.105	0.029	20,814,016	449,055,424	0.638	0.533	5.807	14,262	10,760,999,936	5,966,061.5
AAL	2019-04-05	0.11	0.005	19,676,768	449,054,592	0.623	0.513	6.639	15,294.799805	10,716,749,824	7,849,747
AAL	2019-04-12	0.124	0.014	19,676,768	449,054,496	0.622	0.498	0.34	15,577.700195	10,672,499,712	6,692,326
AAL	2019-04-19	0.072	-0.052	21,701,136	449,054,400	0.648	0.576	7.178	15,434	10,628,249,600	4,494,897
AAL	2019-04-26	0.083	0.011	21,701,136	444,833,632	0.648	0.565	4.709	14,706.200195	10,584,000,512	5,346,755.5
AAL	2019-05-03	0.134	0.051	23,003,552	444,834,720	0.664	0.531	9.304	15,475.799805	10,689,846,272	5,249,292
AAL	2019-05-10	0.113	-0.02	23,003,552	444,833,760	0.665	0.551	7.188	15,119.900391	10,795,692,032	4,987,750.5
AAL	2019-05-17	0.112	-0.002	22,148,304	444,836,160	0.655	0.543	6.933	14,119.099609	10,901,538,816	5,311,016.5
AAL	2019-05-24	0.098	-0.014	22,148,304	444,833,728	0.656	0.558	6.835	12,975.799805	11,007,384,576	7,982,136
AAL	2019-05-31	0.102	0.004	20,867,360	444,836,608	0.64	0.539	4.055	12,112.900391	11,113,230,336	6,696,593.5
AAL	2019-06-07	0.077	-0.025	20,867,360	444,835,040	0.64	0.563	5.21	13,754.299805	11,219,077,120	7,215,923.5
AAL	2019-06-14	0.086	0.009	20,867,360	444,834,784	0.641	0.555	2.862	14,537.200195	11,324,922,880	6,216,283.5
AAL	2019-06-21	0.059	-0.027	22,769,040	444,833,696	0.653	0.594	4.91	14,043.400391	11,430,769,664	5,839,340.5
AAL	2019-06-28	0.071	0.012	22,769,040	444,835,904	0.653	0.583	4.704	14,506.099609	11,536,615,424	5,710,481
AAL	2019-07-05	0.084	0.013	22,352,176	444,833,664	0.648	0.564	8.356	14,439.299805	11,642,461,184	4,773,574.5
AAL	2019-07-12	0.094	0.01	22,352,176	444,834,240	0.649	0.555	5.584	15,026.5	11,748,307,968	6,300,841.5
AAL	2019-07-19	0.097	0.003	22,353,616	444,833,696	0.64	0.543	4.416	14,715.099609	11,854,153,728	4,603,624.5
AAL	2019-07-26	0.09	-0.008	22,353,616	445,272,096	0.64	0.55	4.649	13,910.299805	11,960,000,512	7,374,518
AAL	2019-08-02	0.083	-0.007	20,312,560	445,269,952	0.622	0.54	5.133	13,113.200195	11,956,231,168	6,602,475
AAL	2019-08-09	0.078	-0.004	20,312,560	445,271,040	0.623	0.544	7.051	12,814.900391	11,952,461,824	6,158,064
AAL	2019-08-16	0.105	0.027	20,607,264	445,269,472	0.629	0.524	5.607	11,483.5	11,948,692,480	10,023,010
AAL	2019-08-23	0.066	-0.04	20,607,264	445,271,424	0.629	0.563	6.306	11,318.799805	11,944,923,136	7,558,450
AAL	2019-08-30	0.091	0.026	23,327,184	445,271,744	0.652	0.561	8.347	11,715.099609	11,941,153,792	7,120,046.5
AAL	2019-09-06	0.086	-0.006	23,327,184	445,271,648	0.653	0.567	7.142	12,374.099609	11,937,384,448	6,105,819.5
AAL	2019-09-13	0.088	0.002	23,327,184	445,272,128	0.651	0.564	6.151	13,335.900391	11,933,615,104	7,744,447.5
AAL	2019-09-20	0.14	0.052	23,694,032	445,269,728	0.653	0.513	11.488	12,463.099609	11,929,846,784	9,303,803
AAL	2019-09-27	0.07	-0.07	23,694,032	445,272,128	0.653	0.583	3.624	12,026.799805	11,926,076,416	5,489,864
AAL	2019-10-04	0.136	0.066	25,056,894	445,269,088	0.667	0.531	2.891	11,501.299805	11,922,308,096	8,216,555
AAL	2019-10-11	0.1	-0.036	25,056,894	445,271,456	0.667	0.567	5.26	12,180.400391	11,918,538,752	7,549,049
AAL	2019-10-18	0.141	0.04	26,811,936	445,269,312	0.678	0.537	2.54	12,565.5	11,914,769,408	5,798,175.5
AAL	2019-10-25	0.156	0.016	26,811,936	438,058,944	0.682	0.526	4.972	13,518.5	11,911,000,064	11,015,285
AAL	2019-11-01	0.159	0.003	26,497,232	438,059,552	0.681	0.522	3.825	13,387.099609	11,875,823,616	8,909,674
AAL	2019-11-08	0.138	-0.021	26,497,232	438,059,168	0.682	0.544	3.054	13,474.700195	11,840,647,168	5,670,909.5
AAL	2019-11-15	0.194	0.056	35,648,880	438,059,616	0.74	0.546	4.84	12,642.400391	11,805,470,720	5,779,796
AAL	2019-11-22	0.166	-0.028	35,648,880	438,057,856	0.74	0.574	1.363	12,563.5	11,770,294,272	6,434,328
AAL	2019-11-29	0.244	0.078	35,648,880	438,058,432	0.74	0.496	1.914	12,589.799805	11,735,117,824	4,368,616.5
AAL	2019-12-06	0.219	-0.025	38,265,392	438,059,520	0.751	0.532	2.455	12,145.200195	11,699,941,376	6,110,113
AAL	2019-12-13	0.21	-0.009	38,265,392	438,056,768	0.75	0.541	1.816	12,037.799805	11,664,764,928	6,625,469
AAL	2019-12-20	0.209	-0	40,625,168	438,057,824	0.758	0.548	2.362	12,721.200195	11,629,588,480	7,226,177.5
AAL	2019-12-27	0.203	-0.006	40,625,168	438,059,072	0.758	0.555	1.009	12,458.400391	11,594,412,032	6,208,002.5
AAL	2020-01-03	0.211	0.007	42,017,648	438,057,856	0.759	0.549	2.669	12,112.299805	11,559,235,584	7,408,410
AAL	2020-01-10	0.179	-0.031	42,017,648	438,056,352	0.76	0.58	2.61	11,967.700195	11,524,059,136	7,536,348
AAL	2020-01-17	0.2	0.021	41,332,800	438,056,320	0.755	0.555	4.302	12,440.799805	11,488,882,688	6,848,921.5

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