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	2020-01-24	0.181	-0.019	41,332,800	438,057,184	0.755	0.575	1.625	12,107.900391	11,453,706,240	17,445,374
AAL	2020-01-31	0.235	0.054	42,655,904	438,058,880	0.759	0.524	3.441	11,757.5	11,418,529,792	12,864,159
AAL	2020-02-07	0.167	-0.068	42,655,904	438,058,496	0.759	0.592	2.221	12,432.099609	11,383,353,344	8,318,063
AAL	2020-02-14	0.191	0.024	42,655,904	438,058,208	0.759	0.568	2.928	12,791.299805	11,348,176,896	9,614,336
AAL	2020-02-21	0.165	-0.026	40,246,272	426,060,384	0.76	0.595	2.73	11,853	11,313,000,448	10,059,350
AAL	2020-02-28	0.2	0.035	40,246,272	426,057,760	0.761	0.561	2.706	8,116.399902	11,033,199,616	26,541,036
AAL	2020-03-06	0.116	-0.084	31,123,088	426,061,376	0.727	0.612	4.309	6,804.200195	10,753,399,808	43,532,864
AAL	2020-03-13	0.106	-0.009	31,123,088	426,058,688	0.728	0.622	5.696	6,096.899902	10,473,600,000	51,049,192
AAL	2020-03-20	0.091	-0.015	45,618,688	426,059,712	0.778	0.687	3.711	4,422.5	10,193,800,192	71,020,296
AAL	2020-03-27	0.1	0.009	45,618,688	426,061,248	0.779	0.679	2.407	5,981.899902	9,914,000,384	75,926,736
AAL	2020-04-03	0.129	0.029	66,355,776	426,059,616	0.828	0.699	2.8	4,000.699951	9,634,199,552	60,671,984
AAL	2020-04-10	0.174	0.045	66,355,776	426,059,136	0.827	0.653	2.505	5,330	9,354,399,744	106,862,168
AAL	2020-04-17	0.102	-0.072	55,241,200	426,058,784	0.813	0.711	1.515	4,929.5	9,074,599,936	82,210,288
AAL	2020-04-24	0.112	0.011	55,241,200	426,062,080	0.813	0.7	2.357	4,392.700195	8,794,800,128	61,053,344
AAL	2020-05-01	0.138	0.025	81,535,888	422,894,752	0.847	0.709	2.842	4,499.600098	8,514,999,808	97,695,760
AAL	2020-05-08	0.13	-0.008	81,535,888	422,899,424	0.846	0.716	2.544	4,288.200195	7,940,583,424	80,596,336
AAL	2020-05-15	0.157	0.027	119,303,584	422,898,208	0.866	0.709	1.512	3,823	7,366,166,528	55,027,372
AAL	2020-05-22	0.166	0.01	119,303,584	422,896,896	0.866	0.7	1.151	4,102.100098	6,791,750,144	53,251,220
AAL	2020-05-29	0.166	-0.001	119,303,584	422,895,232	0.866	0.7	1.243	4,440.399902	6,217,333,248	82,724,472
AAL	2020-06-05	0.216	0.051	147,614,912	422,894,048	0.87	0.654	1.308	7,861.600098	5,642,916,864	201,632,960
AAL	2020-06-12	0.188	-0.028	147,614,912	422,897,248	0.87	0.682	1.699	7,079.299805	5,068,499,968	146,159,616
AAL	2020-06-19	0.174	-0.014	126,978,224	422,893,728	0.863	0.689	1.651	6,766.299805	4,494,083,584	95,027,328
AAL	2020-06-26	0.12	-0.054	126,978,224	422,891,744	0.863	0.743	1.183	5,235.399902	3,919,666,688	137,247,360
AAL	2020-07-03	0.156	0.036	129,264,320	422,896,032	0.863	0.707	2.143	5,286.200195	3,345,250,048	96,607,392
AAL	2020-07-10	0.17	0.014	129,264,320	422,897,824	0.864	0.694	1.412	5,049.399902	2,770,833,408	81,633,280
AAL	2020-07-17	0.154	-0.016	143,689,840	422,896,768	0.86	0.706	0.889	5,036.700195	2,196,416,768	78,022,920
AAL	2020-07-24	0.137	-0.017	143,689,840	508,560,128	0.854	0.717	1.03	5,792.5	1,622,000,000	67,826,640
AAL	2020-07-31	0.16	0.023	150,196,848	508,561,184	0.855	0.695	0.745	5,655.200195	1,741,307,648	54,881,792
AAL	2020-08-07	0.159	-0.001	150,196,848	508,564,896	0.856	0.697	0.859	6,626.600098	1,860,615,424	81,667,704
AAL	2020-08-14	0.167	0.008	150,196,848	508,559,648	0.858	0.691	1.293	6,779.100098	1,979,923,072	83,595,296
AAL	2020-08-21	0.157	-0.01	158,824,800	508,560,896	0.861	0.704	0.796	6,184.100098	2,099,230,720	45,007,636
AAL	2020-08-28	0.175	0.018	158,824,800	508,557,728	0.86	0.685	1.072	6,911.299805	2,218,538,496	77,218,728
AAL	2020-09-04	0.158	-0.018	150,875,008	508,559,904	0.856	0.699	0.923	6,921.5	2,337,846,272	65,305,772
AAL	2020-09-11	0.14	-0.017	150,875,008	508,563,712	0.856	0.715	1.52	6,585.899902	2,457,153,792	61,423,004
AAL	2020-09-18	0.154	0.014	151,581,472	508,559,520	0.856	0.702	0.654	6,707.899902	2,576,461,568	51,806,944
AAL	2020-09-25	0.133	-0.021	151,581,472	508,559,808	0.855	0.722	0.873	6,250.200195	2,695,769,344	45,997,096
AAL	2020-10-02	0.159	0.026	150,933,616	508,561,536	0.854	0.695	1.018	6,611.299805	2,815,076,864	66,896,892
AAL	2020-10-09	0.17	0.011	150,933,616	508,560,608	0.852	0.682	1.083	6,713	2,934,384,640	70,083,936
AAL	2020-10-16	0.183	0.013	156,636,016	508,563,424	0.848	0.665	0.718	6,336.700195	3,053,692,416	41,045,616
AAL	2020-10-23	0.146	-0.037	156,636,016	508,634,880	0.847	0.701	0.453	6,408.799805	3,172,999,936	63,065,276
AAL	2020-10-30	0.131	-0.016	157,947,664	508,634,752	0.848	0.717	0.786	5,737.399902	3,223,294,208	61,752,344
AAL	2020-11-06	0.171	0.041	157,947,664	508,630,016	0.847	0.676	0.683	5,828.899902	3,273,588,224	44,286,200
AAL	2020-11-13	0.19	0.018	157,947,664	508,635,648	0.846	0.657	1.187	6,225.700195	3,323,881,984	113,967,720
AAL	2020-11-20	0.103	-0.086	172,765,872	508,635,328	0.844	0.741	0.799	6,373.200195	3,374,176,512	76,165,520
AAL	2020-11-27	0.121	0.018	172,765,872	508,631,488	0.842	0.721	0.971	7,619.299805	3,424,470,528	104,601,328
AAL	2020-12-04	0.13	0.009	141,817,808	508,634,112	0.835	0.705	1.115	8,341.599609	3,474,764,800	107,132,544
AAL	2020-12-11	0.109	-0.021	141,817,808	508,633,440	0.834	0.725	1.56	8,672.200195	3,525,058,816	116,989,608
AAL	2020-12-18	0.135	0.026	141,848,464	508,631,136	0.83	0.695	1.087	8,397.5	3,575,352,832	72,151,728
AAL	2020-12-25	0.097	-0.038	141,848,464	508,633,472	0.829	0.733	0.869	7,965.200195	3,625,647,104	63,894,808
AAL	2021-01-01	0.157	0.06	160,823,728	508,630,304	0.829	0.672	0.87	8,021.100098	3,675,941,120	54,819,696
AAL	2021-01-08	0.115	-0.042	160,823,728	508,631,872	0.829	0.714	1.21	7,695.600098	3,726,235,392	57,808,536
AAL	2021-01-15	0.117	0.002	171,336,976	508,629,440	0.825	0.707	0.961	8,016	3,776,529,408	52,575,008
AAL	2021-01-22	0.128	0.01	171,336,976	508,634,656	0.825	0.697	0.721	8,046.600098	3,826,823,424	42,671,328
AAL	2021-01-29	0.144	0.016	171,336,976	508,631,360	0.823	0.679	1.453	8,733.200195	3,877,117,696	142,619,040
AAL	2021-02-05	0.094	-0.05	152,632,080	508,632,928	0.816	0.722	1.94	8,743.400391	3,927,411,712	43,199,800
AAL	2021-02-12	0.148	0.054	152,632,080	508,633,408	0.815	0.667	0.218	8,784.099609	3,977,705,984	33,336,338
AAL	2021-02-19	0.09	-0.057	97,372,480	639,673,408	0.794	0.704	0.887	11,949.099609	4,028,000,000	36,064,536
AAL	2021-02-26	0.091	0.001	97,372,480	639,675,200	0.794	0.702	1.404	13,394.799805	4,025,777,664	72,266,760
AAL	2021-03-05	0.086	-0.005	80,222,944	639,677,248	0.775	0.689	1.175	13,081.400391	4,023,555,584	49,221,884
AAL	2021-03-12	0.075	-0.011	80,222,944	639,674,816	0.774	0.698	1.49	14,949.200195	4,021,333,248	43,616,956
AAL	2021-03-19	0.107	0.032	76,349,008	639,675,648	0.764	0.657	2.04	15,972.700195	4,019,111,168	56,343,284
AAL	2021-03-26	0.057	-0.05	76,349,008	639,677,248	0.763	0.706	1.101	14,667.799805	4,016,888,832	45,726,172
AAL	2021-04-02	0.115	0.058	73,850,984	639,677,248	0.755	0.641	2.461	15,262.700195	4,014,666,752	31,483,882
AAL	2021-04-09	0.068	-0.047	73,850,984	639,677,120	0.753	0.685	1.936	15,058	4,012,444,416	28,442,010
AAL	2021-04-16	0.064	-0.004	78,767,112	639,677,696	0.748	0.684	1.976	14,092.099609	4,010,222,336	33,251,788
AAL	2021-04-23	0.087	0.023	78,767,112	641,383,168	0.746	0.659	1.701	13,539.599609	4,008,000,000	49,276,208
AAL	2021-04-30	0.087	-0	86,313,184	641,381,248	0.747	0.661	2.134	13,930.799805	4,274,923,008	31,902,982
AAL	2021-05-07	0.07	-0.017	86,313,184	641,381,824	0.746	0.676	2.679	14,110.400391	4,541,846,016	29,817,914
AAL	2021-05-14	0.072	0.002	86,313,184	641,383,936	0.746	0.674	1.147	14,367	4,808,769,024	35,678,580
AAL	2021-05-21	0.051	-0.021	90,791,904	641,382,400	0.745	0.694	1.699	14,476	5,075,692,544	34,464,248
AAL	2021-05-28	0.079	0.028	90,791,904	641,382,016	0.745	0.666	1.011	15,547.099609	5,342,615,552	34,568,332
AAL	2021-06-04	0.109	0.03	84,496,920	641,382,720	0.739	0.63	3.021	15,585.599609	5,609,538,560	40,123,028
AAL	2021-06-11	0.092	-0.018	84,496,920	641,381,248	0.739	0.648	1.498	15,091.700195	5,876,461,568	23,899,738
AAL	2021-06-18	0.069	-0.023	83,756,248	641,381,760	0.736	0.667	1.747	14,296.400391	6,143,384,576	24,481,372
AAL	2021-06-25	0.078	0.01	83,756,248	641,381,632	0.737	0.658	1.039	14,251.5	6,410,307,584	21,533,646
AAL	2021-07-02	0.097	0.019	81,067,600	641,382,720	0.732	0.635	1.505	13,776.900391	6,677,230,592	29,242,350
AAL	2021-07-09	0.079	-0.018	81,067,600	641,383,488	0.733	0.654	1.405	13,398.5	6,944,153,600	26,189,360
AAL	2021-07-16	0.103	0.023	89,581,312	641,384,512	0.736	0.633	1.105	12,693	7,211,077,120	35,015,644
AAL	2021-07-23	0.135	0.033	89,581,312	647,457,536	0.737	0.601	1.373	13,726.099609	7,478,000,128	46,021,304
AAL	2021-07-30	0.095	-0.04	91,490,080	647,458,304	0.735	0.64	1.565	13,195.200195	7,592,692,224	26,358,076
AAL	2021-08-06	0.092	-0.003	91,490,080	647,459,520	0.735	0.643	2.973	13,609.599609	7,707,384,832	33,040,464
AAL	2021-08-13	0.091	-0.001	91,490,080	647,459,648	0.735	0.644	1.362	12,845.599609	7,822,076,928	32,922,610
AAL	2021-08-20	0.094	0.003	83,947,072	647,459,456	0.731	0.637	2.113	11,978	7,936,769,024	27,851,054
AAL	2021-08-27	0.09	-0.004	83,947,072	647,457,920	0.732	0.642	1.753	13,091.599609	8,051,461,632	25,041,222
AAL	2021-09-03	0.092	0.002	90,551,768	647,459,968	0.735	0.643	1.242	12,541.299805	8,166,153,728	21,831,478
AAL	2021-09-10	0.134	0.042	90,551,768	647,456,448	0.735	0.601	1.576	12,269.299805	8,280,846,336	38,430,972
AAL	2021-09-17	0.094	-0.039	102,606,600	647,455,616	0.739	0.645	1.397	12,774.299805	8,395,538,432	30,960,110
AAL	2021-09-24	0.114	0.02	102,606,600	647,456,704	0.74	0.625	1.054	13,849.099609	8,510,230,528	41,581,672
AAL	2021-10-01	0.127	0.012	97,302,384	647,459,584	0.735	0.608	1.408	14,017.5	8,624,922,624	27,892,982
AAL	2021-10-08	0.094	-0.032	97,302,384	647,458,944	0.735	0.641	1.397	12,994.5	8,739,615,744	27,827,738
AAL	2021-10-15	0.144	0.049	90,225,328	647,457,472	0.728	0.585	1.823	12,936.200195	8,854,307,840	24,624,384
AAL	2021-10-22	0.089	-0.055	90,225,328	647,514,432	0.728	0.639	0.829	12,399.900391	8,968,999,936	28,494,486
AAL	2021-10-29	0.098	0.009	90,225,328	647,515,584	0.728	0.63	1.107	12,432.299805	8,994,445,312	25,674,882
AAL	2021-11-05	0.15	0.052	90,155,880	647,516,032	0.729	0.578	1.7	14,128.799805	9,019,888,640	33,602,656
AAL	2021-11-12	0.073	-0.077	90,155,880	647,515,968	0.729	0.656	2.309	13,138.099609	9,045,332,992	29,185,380
AAL	2021-11-19	0.069	-0.005	95,586,408	647,515,520	0.73	0.661	1.679	12,484.099609	9,070,777,344	27,127,404
AAL	2021-11-26	0.106	0.038	95,586,408	647,515,520	0.73	0.624	1.468	11,493.400391	9,096,222,720	41,835,892
AAL	2021-12-03	0.057	-0.049	72,512,024	647,515,008	0.715	0.658	1.434	10,761.700195	9,121,667,072	57,901,596
AAL	2021-12-10	0.026	-0.031	72,512,024	647,512,512	0.714	0.688	1.648	11,661.700195	9,147,111,424	46,718,216
AAL	2021-12-17	0.026	-0	98,852,944	647,516,224	0.733	0.707	1.373	10,975.400391	9,172,555,776	36,504,812

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