Datasets:

paperswithbacktest
/

Stocks-Weekly-ShortOverShorted

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Split (1)

train · 3.72M 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	2020-08-07	0.175	0.018	150,196,848	508,564,896	0.857	0.682	1.184	6,626.600098	1,860,615,424	81,667,704
AAL	2020-08-14	0.171	-0.004	150,196,848	508,559,648	0.858	0.687	0.738	6,779.100098	1,979,923,072	83,595,296
AAL	2020-08-21	0.17	-0.001	158,824,800	508,560,896	0.861	0.691	0.605	6,184.100098	2,099,230,720	45,007,636
AAL	2020-08-28	0.177	0.007	158,824,800	508,557,728	0.861	0.684	1.057	6,911.299805	2,218,538,496	77,218,728
AAL	2020-09-04	0.163	-0.014	150,875,008	508,559,904	0.857	0.694	1.126	6,921.5	2,337,846,272	65,305,772
AAL	2020-09-11	0.169	0.006	150,875,008	508,563,712	0.857	0.688	0.535	6,585.899902	2,457,153,792	61,423,004
AAL	2020-09-18	0.15	-0.019	151,581,472	508,559,520	0.857	0.706	0.801	6,707.899902	2,576,461,568	51,806,944
AAL	2020-09-25	0.129	-0.021	151,581,472	508,559,808	0.855	0.727	0.652	6,250.200195	2,695,769,344	45,997,096
AAL	2020-10-02	0.182	0.053	150,933,616	508,561,536	0.854	0.673	1.267	6,611.299805	2,815,076,864	66,896,892
AAL	2020-10-09	0.184	0.002	150,933,616	508,560,608	0.853	0.669	1.092	6,713	2,934,384,640	70,083,936
AAL	2020-10-16	0.17	-0.014	156,636,016	508,563,424	0.849	0.679	0.934	6,336.700195	3,053,692,416	41,045,616
AAL	2020-10-23	0.165	-0.005	156,636,016	508,634,880	0.848	0.682	0.631	6,408.799805	3,172,999,936	63,065,276
AAL	2020-10-30	0.157	-0.008	157,947,664	508,634,752	0.849	0.691	0.848	5,737.399902	3,223,294,208	61,752,344
AAL	2020-11-06	0.138	-0.02	157,947,664	508,630,016	0.848	0.71	0.864	5,828.899902	3,273,588,224	44,286,200
AAL	2020-11-13	0.223	0.086	157,947,664	508,635,648	0.847	0.624	1.075	6,225.700195	3,323,881,984	113,967,720
AAL	2020-11-20	0.116	-0.108	172,765,872	508,635,328	0.845	0.729	0.754	6,373.200195	3,374,176,512	76,165,520
AAL	2020-11-27	0.149	0.033	172,765,872	508,631,488	0.842	0.694	0.713	7,619.299805	3,424,470,528	104,601,328
AAL	2020-12-04	0.15	0.001	141,817,808	508,634,112	0.836	0.686	1.011	8,341.599609	3,474,764,800	107,132,544
AAL	2020-12-11	0.123	-0.027	141,817,808	508,633,440	0.835	0.712	1.279	8,672.200195	3,525,058,816	116,989,608
AAL	2020-12-18	0.116	-0.007	141,848,464	508,631,136	0.83	0.714	1.361	8,397.5	3,575,352,832	72,151,728
AAL	2020-12-25	0.107	-0.009	141,848,464	508,633,472	0.83	0.722	0.383	7,965.200195	3,625,647,104	63,894,808
AAL	2021-01-01	0.136	0.028	160,823,728	508,630,304	0.83	0.694	0.7	8,021.100098	3,675,941,120	54,819,696
AAL	2021-01-08	0.115	-0.021	160,823,728	508,631,872	0.829	0.714	0.905	7,695.600098	3,726,235,392	57,808,536
AAL	2021-01-15	0.122	0.007	171,336,976	508,629,440	0.825	0.703	0.617	8,016	3,776,529,408	52,575,008
AAL	2021-01-22	0.125	0.003	171,336,976	508,634,656	0.825	0.7	0.701	8,046.600098	3,826,823,424	42,671,328
AAL	2021-01-29	0.205	0.08	171,336,976	508,631,360	0.823	0.618	0.92	8,733.200195	3,877,117,696	142,619,040
AAL	2021-02-05	0.112	-0.093	152,632,080	508,632,928	0.816	0.705	1.106	8,743.400391	3,927,411,712	43,199,800
AAL	2021-02-12	0.111	-0.001	152,632,080	508,633,408	0.815	0.704	0.842	8,784.099609	3,977,705,984	33,336,338
AAL	2021-02-19	0.109	-0.002	97,372,480	639,673,408	0.793	0.684	1.504	11,949.099609	4,028,000,000	36,064,536
AAL	2021-02-26	0.119	0.01	97,372,480	639,675,200	0.793	0.674	1.425	13,394.799805	4,025,777,664	72,266,760
AAL	2021-03-05	0.113	-0.006	80,222,944	639,677,248	0.775	0.662	1.409	13,081.400391	4,023,555,584	49,221,884
AAL	2021-03-12	0.096	-0.017	80,222,944	639,674,816	0.773	0.677	1.469	14,949.200195	4,021,333,248	43,616,956
AAL	2021-03-19	0.172	0.076	76,349,008	639,675,648	0.763	0.591	2.095	15,972.700195	4,019,111,168	56,343,284
AAL	2021-03-26	0.082	-0.091	76,349,008	639,677,248	0.762	0.68	1.575	14,667.799805	4,016,888,832	45,726,172
AAL	2021-04-02	0.137	0.055	73,850,984	639,677,248	0.754	0.617	2.818	15,262.700195	4,014,666,752	31,483,882
AAL	2021-04-09	0.075	-0.062	73,850,984	639,677,120	0.751	0.676	1.502	15,058	4,012,444,416	28,442,010
AAL	2021-04-16	0.084	0.009	78,767,112	639,677,696	0.746	0.662	2.005	14,092.099609	4,010,222,336	33,251,788
AAL	2021-04-23	0.106	0.022	78,767,112	641,383,168	0.744	0.638	2.029	13,539.599609	4,008,000,000	49,276,208
AAL	2021-04-30	0.125	0.018	86,313,184	641,381,248	0.745	0.62	1.204	13,930.799805	4,274,923,008	31,902,982
AAL	2021-05-07	0.081	-0.044	86,313,184	641,381,824	0.743	0.662	2.381	14,110.400391	4,541,846,016	29,817,914
AAL	2021-05-14	0.089	0.008	86,313,184	641,383,936	0.744	0.654	1.059	14,367	4,808,769,024	35,678,580
AAL	2021-05-21	0.084	-0.006	90,791,904	641,382,400	0.742	0.658	1.123	14,476	5,075,692,544	34,464,248
AAL	2021-05-28	0.102	0.018	90,791,904	641,382,016	0.742	0.64	0.779	15,547.099609	5,342,615,552	34,568,332
AAL	2021-06-04	0.113	0.011	84,496,920	641,382,720	0.735	0.622	0.754	15,585.599609	5,609,538,560	40,123,028
AAL	2021-06-11	0.091	-0.023	84,496,920	641,381,248	0.735	0.644	2.369	15,091.700195	5,876,461,568	23,899,738
AAL	2021-06-18	0.071	-0.02	83,756,248	641,381,760	0.732	0.661	2.663	14,296.400391	6,143,384,576	24,481,372
AAL	2021-06-25	0.13	0.059	83,756,248	641,381,632	0.732	0.602	0.756	14,251.5	6,410,307,584	21,533,646
AAL	2021-07-02	0.129	-0.001	81,067,600	641,382,720	0.728	0.599	0.922	13,776.900391	6,677,230,592	29,242,350
AAL	2021-07-09	0.093	-0.037	81,067,600	641,383,488	0.729	0.636	1.613	13,398.5	6,944,153,600	26,189,360
AAL	2021-07-16	0.149	0.056	89,581,312	641,384,512	0.731	0.582	1.965	12,693	7,211,077,120	35,015,644
AAL	2021-07-23	0.134	-0.015	89,581,312	647,457,536	0.732	0.598	2.709	13,726.099609	7,478,000,128	46,021,304
AAL	2021-07-30	0.108	-0.026	91,490,080	647,458,304	0.73	0.622	1.811	13,195.200195	7,592,692,224	26,358,076
AAL	2021-08-06	0.117	0.009	91,490,080	647,459,520	0.73	0.613	1.507	13,609.599609	7,707,384,832	33,040,464
AAL	2021-08-13	0.104	-0.012	91,490,080	647,459,648	0.73	0.626	1.446	12,845.599609	7,822,076,928	32,922,610
AAL	2021-08-20	0.103	-0.001	83,947,072	647,459,456	0.727	0.624	1.264	11,978	7,936,769,024	27,851,054
AAL	2021-08-27	0.09	-0.013	83,947,072	647,457,920	0.727	0.637	1.772	13,091.599609	8,051,461,632	25,041,222
AAL	2021-09-03	0.11	0.019	90,551,768	647,459,968	0.729	0.62	1.127	12,541.299805	8,166,153,728	21,831,478
AAL	2021-09-10	0.123	0.014	90,551,768	647,456,448	0.729	0.606	0.881	12,269.299805	8,280,846,336	38,430,972
AAL	2021-09-17	0.108	-0.015	102,606,600	647,455,616	0.733	0.625	1.514	12,774.299805	8,395,538,432	30,960,110
AAL	2021-09-24	0.129	0.02	102,606,600	647,456,704	0.734	0.605	1.196	13,849.099609	8,510,230,528	41,581,672
AAL	2021-10-01	0.115	-0.013	97,302,384	647,459,584	0.73	0.614	1.011	14,017.5	8,624,922,624	27,892,982
AAL	2021-10-08	0.105	-0.01	97,302,384	647,458,944	0.729	0.624	1.234	12,994.5	8,739,615,744	27,827,738
AAL	2021-10-15	0.109	0.004	90,225,328	647,457,472	0.723	0.614	1.117	12,936.200195	8,854,307,840	24,624,384
AAL	2021-10-22	0.119	0.01	90,225,328	647,514,432	0.722	0.604	1.439	12,399.900391	8,968,999,936	28,494,486
AAL	2021-10-29	0.121	0.002	90,225,328	647,515,584	0.723	0.602	1.035	12,432.299805	8,994,445,312	25,674,882
AAL	2021-11-05	0.114	-0.007	90,155,880	647,516,032	0.723	0.609	1.477	14,128.799805	9,019,888,640	33,602,656
AAL	2021-11-12	0.102	-0.012	90,155,880	647,515,968	0.724	0.622	0.929	13,138.099609	9,045,332,992	29,185,380
AAL	2021-11-19	0.115	0.013	95,586,408	647,515,520	0.724	0.608	1.271	12,484.099609	9,070,777,344	27,127,404
AAL	2021-11-26	0.097	-0.018	95,586,408	647,515,520	0.724	0.627	1.565	11,493.400391	9,096,222,720	41,835,892
AAL	2021-12-03	0.076	-0.021	72,512,024	647,515,008	0.71	0.634	2.212	10,761.700195	9,121,667,072	57,901,596
AAL	2021-12-10	0.063	-0.013	72,512,024	647,512,512	0.709	0.646	1.458	11,661.700195	9,147,111,424	46,718,216
AAL	2021-12-17	0.056	-0.007	98,852,944	647,516,224	0.726	0.67	1.024	10,975.400391	9,172,555,776	36,504,812
AAL	2021-12-24	0.064	0.008	98,852,944	647,513,664	0.726	0.662	0.561	11,823.599609	9,198,000,128	38,238,104
AAL	2021-12-31	0.058	-0.006	102,466,792	647,516,800	0.725	0.667	1.807	11,629.400391	9,223,444,480	25,363,388
AAL	2022-01-07	0.051	-0.006	102,466,792	647,515,520	0.724	0.673	1.072	12,484.099609	9,248,888,832	33,414,020
AAL	2022-01-14	0.037	-0.015	102,466,792	647,512,192	0.723	0.686	1.55	11,972.5	9,274,333,184	37,835,976
AAL	2022-01-21	0.044	0.007	94,009,376	647,515,392	0.717	0.673	0.958	10,554.5	9,299,777,536	45,264,696
AAL	2022-01-28	0.033	-0.012	94,009,376	647,512,768	0.717	0.684	0.799	10,127.099609	9,325,221,888	46,654,156
AAL	2022-02-04	-0.003	-0.035	85,910,104	647,513,600	0.706	0.708	1.089	10,651.599609	9,350,666,240	34,454,512
AAL	2022-02-11	0.018	0.02	85,910,104	647,512,768	0.704	0.687	1.751	11,402.700195	9,376,111,616	45,451,736
AAL	2022-02-18	0.042	0.024	99,736,816	647,515,328	0.712	0.67	1.685	11,571.099609	9,401,555,968	34,736,872
AAL	2022-02-25	0.026	-0.016	99,736,816	649,158,080	0.712	0.686	1.773	11,334.299805	9,427,000,320	41,842,784
AAL	2022-03-04	0.016	-0.01	85,982,024	649,156,992	0.701	0.685	1.112	9,471.200195	9,361,000,448	53,371,176
AAL	2022-03-11	-0.002	-0.017	85,982,024	649,158,336	0.701	0.702	2.342	9,101.200195	9,294,999,552	73,769,008
AAL	2022-03-18	-0.003	-0.002	85,388,256	649,158,208	0.699	0.703	0.899	10,873.400391	9,228,999,680	55,191,412
AAL	2022-03-25	-0.014	-0.011	85,388,256	649,159,296	0.699	0.713	1.524	11,042.200195	9,162,999,808	37,892,420
AAL	2022-04-01	0.04	0.054	107,079,664	649,161,216	0.71	0.671	0.775	11,840.700195	9,096,999,936	34,894,560
AAL	2022-04-08	0.008	-0.031	107,079,664	649,162,112	0.71	0.701	1.045	10,769.599609	9,031,000,064	32,444,510
AAL	2022-04-15	0.026	0.018	92,673,520	649,157,888	0.701	0.674	1.308	12,334	8,965,000,192	47,200,460
AAL	2022-04-22	0.032	0.005	92,673,520	649,514,368	0.7	0.668	1.58	13,107.200195	8,899,000,320	46,760,896
AAL	2022-04-29	0.004	-0.028	92,187,960	649,515,200	0.7	0.696	1.283	12,191.400391	9,246,922,752	30,429,534
AAL	2022-05-06	0.012	0.008	92,187,960	649,512,320	0.7	0.689	1.198	11,587.299805	9,594,846,208	31,637,830
AAL	2022-05-13	0.001	-0.01	92,187,960	649,517,504	0.701	0.7	0.96	10,769	9,942,769,664	35,878,732
AAL	2022-05-20	-0.002	-0.003	82,687,056	649,514,112	0.693	0.695	1.775	10,561.099609	10,290,692,096	29,050,076
AAL	2022-05-27	0	0.002	82,687,056	649,514,624	0.693	0.693	1.222	11,775.700195	10,638,615,552	31,167,638
AAL	2022-06-03	0.024	0.023	84,424,608	649,512,960	0.697	0.673	1.725	10,535.099609	10,986,537,984	33,161,782
AAL	2022-06-10	-0.021	-0.044	84,424,608	649,517,312	0.697	0.717	2.398	9,554.400391	11,334,461,440	31,688,274
AAL	2022-06-17	-0.004	0.017	86,820,512	649,513,152	0.699	0.702	1.992	8,404.700195	11,682,384,896	51,126,088
AAL	2022-06-24	0.009	0.013	86,820,512	649,518,016	0.699	0.69	2.67	9,028.299805	12,030,307,328	36,078,100
AAL	2022-07-01	0.032	0.023	89,898,864	649,512,512	0.7	0.668	2.126	8,528.099609	12,378,230,784	33,510,896

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