Datasets:

paperswithbacktest
/

Stocks-Weekly-ShortOverShorted

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Split (1)

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	2021-12-24	0.015	-0.01	98,852,944	647,513,664	0.732	0.717	1.131	11,823.599609	9,198,000,128	38,238,104
AAL	2021-12-31	0.043	0.028	102,466,792	647,516,800	0.732	0.689	1.549	11,629.400391	9,223,444,480	25,363,388
AAL	2022-01-07	-0.001	-0.044	102,466,792	647,515,520	0.731	0.733	1.096	12,484.099609	9,248,888,832	33,414,020
AAL	2022-01-14	0.022	0.023	102,466,792	647,512,192	0.73	0.708	1.173	11,972.5	9,274,333,184	37,835,976
AAL	2022-01-21	0.017	-0.005	94,009,376	647,515,392	0.724	0.707	1.451	10,554.5	9,299,777,536	45,264,696
AAL	2022-01-28	0.051	0.034	94,009,376	647,512,768	0.723	0.672	1.715	10,127.099609	9,325,221,888	46,654,156
AAL	2022-02-04	-0.015	-0.066	85,910,104	647,513,600	0.713	0.728	1.167	10,651.599609	9,350,666,240	34,454,512
AAL	2022-02-11	-0.026	-0.011	85,910,104	647,512,768	0.712	0.738	1.462	11,402.700195	9,376,111,616	45,451,736
AAL	2022-02-18	0.037	0.063	99,736,816	647,515,328	0.72	0.682	2.475	11,571.099609	9,401,555,968	34,736,872
AAL	2022-02-25	0.015	-0.022	99,736,816	649,158,080	0.719	0.704	1.172	11,334.299805	9,427,000,320	41,842,784
AAL	2022-03-04	0.054	0.039	85,982,024	649,156,992	0.708	0.653	1.222	9,471.200195	9,361,000,448	53,371,176
AAL	2022-03-11	0.052	-0.002	85,982,024	649,158,336	0.707	0.655	1.414	9,101.200195	9,294,999,552	73,769,008
AAL	2022-03-18	0.015	-0.038	85,388,256	649,158,208	0.706	0.691	1.016	10,873.400391	9,228,999,680	55,191,412
AAL	2022-03-25	0.032	0.017	85,388,256	649,159,296	0.706	0.674	2.566	11,042.200195	9,162,999,808	37,892,420
AAL	2022-04-01	0.053	0.021	107,079,664	649,161,216	0.717	0.664	0.805	11,840.700195	9,096,999,936	34,894,560
AAL	2022-04-08	0.044	-0.009	107,079,664	649,162,112	0.717	0.673	0.93	10,769.599609	9,031,000,064	32,444,510
AAL	2022-04-15	0.044	0	92,673,520	649,157,888	0.707	0.663	0.895	12,334	8,965,000,192	47,200,460
AAL	2022-04-22	0.059	0.015	92,673,520	649,514,368	0.707	0.647	0.914	13,107.200195	8,899,000,320	46,760,896
AAL	2022-04-29	0.023	-0.036	92,187,960	649,515,200	0.706	0.683	0.86	12,191.400391	9,246,922,752	30,429,534
AAL	2022-05-06	0.027	0.004	92,187,960	649,512,320	0.707	0.68	1.547	11,587.299805	9,594,846,208	31,637,830
AAL	2022-05-13	0.017	-0.01	92,187,960	649,517,504	0.708	0.691	1.362	10,769	9,942,769,664	35,878,732
AAL	2022-05-20	0.023	0.006	82,687,056	649,514,112	0.7	0.677	1.912	10,561.099609	10,290,692,096	29,050,076
AAL	2022-05-27	0.031	0.008	82,687,056	649,514,624	0.7	0.669	1.395	11,775.700195	10,638,615,552	31,167,638
AAL	2022-06-03	0.025	-0.005	84,424,608	649,512,960	0.704	0.678	0.703	10,535.099609	10,986,537,984	33,161,782
AAL	2022-06-10	-0.004	-0.029	84,424,608	649,517,312	0.704	0.708	1.181	9,554.400391	11,334,461,440	31,688,274
AAL	2022-06-17	0.059	0.063	86,820,512	649,513,152	0.705	0.646	1.865	8,404.700195	11,682,384,896	51,126,088
AAL	2022-06-24	0.038	-0.021	86,820,512	649,518,016	0.706	0.668	1.117	9,028.299805	12,030,307,328	36,078,100
AAL	2022-07-01	0.095	0.057	89,898,864	649,512,512	0.707	0.611	2.77	8,528.099609	12,378,230,784	33,510,896
AAL	2022-07-08	0.07	-0.026	89,898,864	649,513,216	0.706	0.637	1.363	9,073.700195	12,726,154,240	33,885,760
AAL	2022-07-15	0.086	0.017	82,820,728	649,516,224	0.697	0.611	1.039	9,398.5	13,074,076,672	42,765,736
AAL	2022-07-22	0.082	-0.005	82,820,728	649,846,528	0.697	0.615	0.975	8,889.900391	13,422,000,128	40,402,900
AAL	2022-07-29	0.095	0.013	82,820,728	649,846,848	0.697	0.602	1.99	8,909.400391	13,425,077,248	30,020,176
AAL	2022-08-05	0.076	-0.019	77,025,216	649,843,968	0.692	0.616	1.51	9,578.700195	13,428,153,344	26,884,564
AAL	2022-08-12	0.093	0.017	77,025,216	649,849,152	0.693	0.6	1.664	9,910.200195	13,431,230,464	26,529,534
AAL	2022-08-19	0.096	0.003	80,568,808	649,844,736	0.7	0.604	1.034	9,208.299805	13,434,307,584	24,149,140
AAL	2022-08-26	0.079	-0.017	80,568,808	649,847,232	0.701	0.621	0.839	8,928.900391	13,437,384,704	22,667,214
AAL	2022-09-02	0.097	0.018	72,812,360	649,846,080	0.69	0.593	1.124	8,441.5	13,440,461,824	26,107,332
AAL	2022-09-09	0.075	-0.022	72,812,360	649,844,992	0.691	0.616	1.121	9,221.299805	13,443,538,944	27,704,880
AAL	2022-09-16	0.096	0.021	77,580,600	649,847,296	0.697	0.601	1.407	8,935.400391	13,446,615,040	28,723,156
AAL	2022-09-23	0.084	-0.012	77,580,600	649,844,416	0.697	0.614	1.911	7,934.600098	13,449,692,160	38,892,128
AAL	2022-09-30	0.082	-0.001	80,135,456	649,842,240	0.699	0.617	2.092	7,824.100098	13,452,769,280	36,036,696
AAL	2022-10-07	0.048	-0.034	80,135,456	649,843,968	0.699	0.651	1.328	7,915.100098	13,455,846,400	37,032,380
AAL	2022-10-14	0.092	0.044	80,135,456	649,847,488	0.7	0.608	2.118	8,519.5	13,458,923,520	44,322,632
AAL	2022-10-21	0.081	-0.012	85,910,128	649,897,856	0.708	0.627	0.907	8,910.099609	13,461,999,616	45,439,460
AAL	2022-10-28	0.095	0.015	85,910,128	649,899,968	0.708	0.613	1.026	9,098.599609	13,446,777,856	27,976,312
AAL	2022-11-04	0.074	-0.021	86,287,304	649,900,736	0.709	0.634	2.028	9,170.099609	13,431,555,072	27,834,696
AAL	2022-11-11	0.11	0.035	86,287,304	649,899,200	0.71	0.6	2.118	9,670.5	13,416,332,288	25,909,910
AAL	2022-11-18	0.096	-0.014	86,494,440	649,900,352	0.711	0.615	1.575	9,131.099609	13,401,111,552	26,782,772
AAL	2022-11-25	0.082	-0.014	86,494,440	649,903,424	0.712	0.63	2.341	9,423.599609	13,385,888,768	21,360,250
AAL	2022-12-02	0.129	0.047	91,398,792	649,899,712	0.718	0.589	0.859	9,079.099609	13,370,667,008	21,984,462
AAL	2022-12-09	0.106	-0.023	91,398,792	649,903,936	0.719	0.613	1.534	8,793.200195	13,355,444,224	23,851,366
AAL	2022-12-16	0.141	0.035	86,500,008	649,898,496	0.719	0.579	2.728	8,325.200195	13,340,222,464	32,073,376
AAL	2022-12-23	0.056	-0.085	86,500,008	649,897,728	0.722	0.667	1.246	8,260.200195	13,324,999,680	22,813,104
AAL	2022-12-30	0.109	0.053	82,137,120	649,897,856	0.72	0.611	1.544	8,266.700195	13,309,777,920	19,437,624
AAL	2023-01-06	0.111	0.002	82,137,120	649,901,248	0.721	0.61	0.869	9,215.599609	13,294,555,136	28,133,272
AAL	2023-01-13	0.146	0.035	82,137,120	649,900,096	0.722	0.576	1.274	11,061.299805	13,279,333,376	47,557,572
AAL	2023-01-20	0.105	-0.041	89,809,672	649,902,080	0.731	0.626	1.798	10,619.400391	13,264,111,616	32,257,776
AAL	2023-01-27	0.11	0.005	89,809,672	649,902,656	0.731	0.622	2.963	10,677.900391	13,248,888,832	30,282,868
AAL	2023-02-03	0.139	0.029	89,509,416	649,900,096	0.735	0.596	0.793	11,061.299805	13,233,667,072	24,567,018
AAL	2023-02-10	0.146	0.007	89,509,416	649,901,760	0.735	0.59	1.138	10,580.400391	13,218,444,288	18,010,486
AAL	2023-02-17	0.145	-0.001	83,755,984	649,902,208	0.73	0.585	1.2	10,632.400391	13,203,222,528	16,451,717
AAL	2023-02-24	0.141	-0.004	83,755,984	651,433,088	0.731	0.59	1.683	10,136.299805	13,187,999,744	23,143,674
AAL	2023-03-03	0.164	0.023	72,374,024	651,430,272	0.722	0.558	1.388	10,657.400391	13,077,000,192	13,733,569
AAL	2023-03-10	0.102	-0.062	72,374,024	651,429,440	0.723	0.621	1.898	10,071.099609	12,965,999,616	17,670,472
AAL	2023-03-17	0.16	0.058	62,797,136	651,430,656	0.709	0.549	3.031	9,107	12,855,000,064	32,842,464
AAL	2023-03-24	0.111	-0.049	62,797,136	651,428,544	0.711	0.6	1.855	8,937.599609	12,743,999,488	22,310,926
AAL	2023-03-31	0.193	0.082	58,555,192	651,430,464	0.703	0.51	2.786	9,608.599609	12,632,999,936	14,036,903
AAL	2023-04-07	0.134	-0.059	58,555,192	651,427,520	0.703	0.57	1.986	9,126.5	12,522,000,384	15,884,256
AAL	2023-04-14	0.158	0.024	58,555,192	651,430,784	0.704	0.547	1.463	8,331.799805	12,410,999,808	41,444,448
AAL	2023-04-21	0.138	-0.02	59,495,120	651,432,832	0.7	0.562	1.598	8,729.200195	12,300,000,256	24,471,306
AAL	2023-04-28	0.128	-0.01	59,495,120	652,859,200	0.701	0.573	1.72	8,905	12,188,999,680	36,902,672
AAL	2023-05-05	0.137	0.01	66,281,716	652,862,336	0.714	0.576	1.147	9,055.200195	12,344,500,224	23,060,820
AAL	2023-05-12	0.14	0.003	66,281,716	652,860,160	0.717	0.576	2.026	9,153.099609	12,499,999,744	21,834,906
AAL	2023-05-19	0.163	0.023	69,945,488	652,860,992	0.724	0.561	1.573	9,675.400391	12,655,500,288	21,884,356
AAL	2023-05-26	0.127	-0.036	69,945,488	652,864,064	0.724	0.597	1.594	9,368.599609	12,810,999,808	26,783,106
AAL	2023-06-02	0.176	0.049	62,193,100	652,864,832	0.712	0.536	2.578	9,708.099609	12,966,500,352	26,055,874
AAL	2023-06-09	0.145	-0.031	62,193,100	652,864,448	0.713	0.568	1.512	10,165.099609	13,121,999,872	18,589,608
AAL	2023-06-16	0.161	0.016	64,331,668	652,864,128	0.72	0.559	1.537	10,759.200195	13,277,500,416	22,522,000
AAL	2023-06-23	0.166	0.005	64,331,668	652,859,712	0.721	0.556	2.189	10,615.5	13,432,999,936	18,240,976
AAL	2023-06-30	0.159	-0.007	63,593,528	652,865,088	0.718	0.559	2.044	11,712.400391	13,588,500,480	25,328,952
AAL	2023-07-07	0.155	-0.004	63,593,528	652,860,992	0.718	0.563	1.884	11,980	13,744,000,000	19,910,402
AAL	2023-07-14	0.192	0.036	63,593,528	652,861,120	0.719	0.527	2.387	11,842.900391	13,899,499,520	24,414,494
AAL	2023-07-21	0.164	-0.027	67,911,976	653,363,968	0.729	0.564	1.58	11,381.599609	14,055,000,064	26,758,724
AAL	2023-07-28	0.163	-0.001	67,911,976	653,365,056	0.729	0.566	3.208	10,970	14,010,923,008	26,602,822
AAL	2023-08-04	0.179	0.016	67,806,792	653,364,864	0.731	0.552	2.119	10,349.299805	13,966,845,952	29,319,380
AAL	2023-08-11	0.169	-0.01	67,806,792	653,361,024	0.733	0.564	4.082	10,225.099609	13,922,768,896	20,226,126
AAL	2023-08-18	0.167	-0.002	63,229,160	653,364,288	0.734	0.566	2.58	9,826.599609	13,878,691,840	21,297,762
AAL	2023-08-25	0.174	0.007	63,229,160	653,360,768	0.734	0.561	1.211	9,526	13,834,615,808	21,190,240
AAL	2023-09-01	0.23	0.056	65,916,912	653,365,120	0.737	0.507	2.561	9,591.400391	13,790,538,752	18,035,492
AAL	2023-09-08	0.177	-0.053	65,916,912	653,361,920	0.737	0.56	3.564	9,134	13,746,461,696	23,171,448
AAL	2023-09-15	0.203	0.026	64,752,208	653,365,824	0.735	0.533	1.239	8,696.299805	13,702,384,640	31,280,834
AAL	2023-09-22	0.188	-0.015	64,752,208	653,364,352	0.736	0.548	1.469	8,428.400391	13,658,307,584	24,774,990
AAL	2023-09-29	0.142	-0.046	64,752,208	653,364,480	0.737	0.596	2.355	8,369.599609	13,614,230,528	29,756,960
AAL	2023-10-06	0.14	-0.002	82,194,800	653,362,048	0.765	0.625	0.891	8,336.900391	13,570,153,472	39,250,600
AAL	2023-10-13	0.128	-0.012	82,194,800	653,361,728	0.765	0.637	1.604	7,657.399902	13,526,076,416	44,341,000
AAL	2023-10-20	0.127	-0.001	76,447,264	653,537,920	0.759	0.632	1.272	7,241.200195	13,482,001,408	50,018,384
AAL	2023-10-27	0.105	-0.021	76,447,264	653,543,936	0.76	0.654	1.931	7,136.700195	13,458,666,496	40,958,888
AAL	2023-11-03	0.11	0.005	71,215,184	653,539,264	0.754	0.644	3.264	7,829.399902	13,435,333,632	38,525,272
AAL	2023-11-10	0.083	-0.027	71,215,184	653,542,336	0.755	0.671	2.991	7,711.799805	13,411,999,744	34,053,280
AAL	2023-11-17	0.128	0.044	100,663,328	653,539,520	0.788	0.66	0.84	8,032	13,388,666,880	30,585,028

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