Datasets:

paperswithbacktest
/

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
AAPL	2017-04-07	-0.046	0.02	52,885,008	20,986,161,152	0.145	0.191	22.02	752,039	60,728,307,712	84,321,800
AAPL	2017-04-14	-0.05	-0.005	52,885,008	20,986,161,152	0.145	0.196	32.562	740,035	58,770,231,296	87,486,000
AAPL	2017-04-21	-0.069	-0.018	46,072,656	20,986,159,104	0.129	0.198	30.41	746,435.6875	56,812,154,880	71,398,800
AAPL	2017-04-28	-0.053	0.016	45,803,552	20,986,161,152	0.134	0.187	41.224998	753,676.0625	54,854,078,464	72,908,600
AAPL	2017-05-05	-0.084	-0.031	45,803,552	20,855,359,488	0.135	0.219	43.750999	776,653.625	52,895,997,952	140,281,408
AAPL	2017-05-12	-0.06	0.024	45,803,552	20,855,357,440	0.134	0.194	35.619999	813,880.375	52,320,002,048	138,776,400
AAPL	2017-05-19	-0.068	-0.008	45,231,744	20,855,361,536	0.134	0.202	26.125999	798,030.375	51,743,997,952	125,884,000
AAPL	2017-05-26	-0.059	0.009	45,231,744	20,855,359,488	0.134	0.194	48.963001	800,908.375	51,168,002,048	82,614,200
AAPL	2017-06-02	-0.068	-0.008	49,908,988	20,855,359,488	0.139	0.207	46.979	810,481	50,591,997,952	88,752,752
AAPL	2017-06-09	-0.063	0.005	49,908,988	20,855,361,536	0.139	0.202	21.143	776,757.875	50,016,002,048	127,328,000
AAPL	2017-06-16	-0.009	0.053	63,195,536	20,855,357,440	0.154	0.163	21.718	741,783.375	49,439,997,952	176,424,192
AAPL	2017-06-23	-0.015	-0.005	63,195,536	20,855,359,488	0.153	0.168	17.697001	762,680.5	48,864,002,048	106,602,400
AAPL	2017-06-30	0.014	0.028	55,544,272	20,855,357,440	0.142	0.129	49.042999	750,897.1875	48,287,997,952	101,648,000
AAPL	2017-07-07	-0.048	-0.062	55,544,272	20,855,363,584	0.142	0.19	20.923	751,731.5	47,712,002,048	79,158,248
AAPL	2017-07-14	0.021	0.069	55,544,272	20,855,359,488	0.142	0.121	24.693001	777,070.625	47,135,997,952	88,870,600
AAPL	2017-07-21	-0.059	-0.08	41,880,912	20,855,359,488	0.119	0.178	29.77	783,494.1875	46,560,002,048	84,865,400
AAPL	2017-07-28	-0.052	0.007	41,880,912	20,855,361,536	0.119	0.171	27.492001	779,469.125	45,983,997,952	84,654,600
AAPL	2017-08-04	-0.062	-0.011	39,149,936	20,660,912,128	0.117	0.179	54.938	807,779.6875	45,408,002,048	138,246,800
AAPL	2017-08-11	-0.137	-0.075	39,149,936	20,660,912,128	0.117	0.255	44.812	813,420.125	45,959,614,464	121,015,200
AAPL	2017-08-18	-0.01	0.127	40,313,072	20,660,910,080	0.12	0.13	35.824001	813,523.375	46,511,230,976	107,702,600
AAPL	2017-08-25	-0.06	-0.05	40,313,072	20,660,910,080	0.12	0.18	34.221001	825,713.375	47,062,847,488	90,136,800
AAPL	2017-09-01	-0.044	0.017	39,117,072	20,660,912,128	0.122	0.166	58.669998	847,366	47,614,459,904	100,902,800
AAPL	2017-09-08	-0.054	-0.01	39,117,072	20,660,912,128	0.122	0.176	41.139999	819,349.8125	48,166,080,512	101,728,000
AAPL	2017-09-15	-0.035	0.019	48,108,992	20,660,912,128	0.133	0.168	43.077999	825,816.6875	48,717,692,928	176,861,792
AAPL	2017-09-22	-0.022	0.013	48,108,992	20,660,912,128	0.133	0.155	31.514999	784,536.1875	49,269,309,440	148,951,008
AAPL	2017-09-29	-0.015	0.007	48,108,992	20,660,910,080	0.133	0.148	18.761	796,064.875	49,820,921,856	123,885,392
AAPL	2017-10-06	-0.076	-0.061	39,590,512	20,660,910,080	0.12	0.196	19.566	802,159.875	50,372,538,368	75,027,200
AAPL	2017-10-13	-0.088	-0.012	39,590,512	20,660,912,128	0.12	0.208	35.567001	810,899.5	50,924,154,880	65,044,000
AAPL	2017-10-20	-0.037	0.051	38,037,200	20,661,438,464	0.124	0.161	57.220001	807,077.1875	51,475,767,296	100,841,200
AAPL	2017-10-27	-0.036	0.001	38,037,200	20,660,914,176	0.123	0.16	27.070999	842,200.8125	52,027,383,808	97,922,600
AAPL	2017-11-03	-0.079	-0.043	34,242,608	20,537,247,744	0.121	0.2	36.382999	885,668.8125	52,579,000,320	172,141,792
AAPL	2017-11-10	-0.033	0.046	34,242,608	20,537,247,744	0.121	0.153	29.849001	896,800	55,326,232,576	110,101,400
AAPL	2017-11-17	-0.061	-0.028	33,490,288	20,537,249,792	0.12	0.18	50.025002	873,613.5	58,073,460,736	93,167,600
AAPL	2017-11-24	-0.066	-0.005	33,490,288	20,537,247,744	0.12	0.185	58.952999	898,340.3125	60,820,692,992	81,009,504
AAPL	2017-12-01	-0.05	0.016	42,832,144	20,537,247,744	0.131	0.181	38.018002	878,234.3125	63,567,921,152	136,078,592
AAPL	2017-12-08	-0.061	-0.011	42,832,144	20,537,247,744	0.131	0.192	57.949001	869,608.6875	66,315,153,408	109,985,000
AAPL	2017-12-15	0.003	0.064	39,370,976	20,537,247,744	0.128	0.125	33.712002	893,206	69,062,385,664	111,317,800
AAPL	2017-12-22	-0.048	-0.052	39,370,976	20,537,247,744	0.128	0.176	34.292999	898,545.6875	71,809,613,824	94,106,200
AAPL	2017-12-29	-0.013	0.036	39,370,976	20,537,247,744	0.128	0.14	47.504002	868,869.375	74,556,850,176	97,164,000
AAPL	2018-01-05	-0.017	-0.005	52,153,712	20,537,247,744	0.141	0.158	27.739	898,504.625	77,304,078,336	101,168,496
AAPL	2018-01-12	-0.015	0.003	52,153,712	20,537,249,792	0.141	0.155	26.681999	909,245.625	80,051,306,496	88,158,000
AAPL	2018-01-19	-0.042	-0.027	45,746,416	20,537,245,696	0.135	0.177	38.641998	916,269.3125	82,798,526,464	127,571,000
AAPL	2018-01-26	-0.036	0.006	45,746,416	20,537,249,792	0.135	0.17	39.936001	880,575.625	85,545,771,008	153,259,808
AAPL	2018-02-02	-0.082	-0.046	46,689,104	20,296,052,736	0.137	0.218	32.271	814,379.125	88,292,999,168	210,393,792
AAPL	2018-02-09	-0.117	-0.036	46,689,104	20,296,050,688	0.137	0.254	42.021	793,616.1875	86,204,080,128	254,123,024
AAPL	2018-02-16	-0.083	0.034	42,078,656	20,296,050,688	0.129	0.212	45.797001	874,922.1875	84,115,152,896	180,269,600
AAPL	2018-02-23	-0.068	0.015	42,078,656	20,296,052,736	0.129	0.197	52.035	890,489.375	82,026,233,856	136,206,256
AAPL	2018-03-02	-0.074	-0.006	49,152,560	20,296,052,736	0.135	0.209	33.834999	894,102	79,937,306,624	161,702,800
AAPL	2018-03-09	-0.076	-0.002	49,152,560	20,296,052,736	0.135	0.212	29.870001	913,220.875	77,848,387,584	111,882,000
AAPL	2018-03-16	-0.013	0.064	58,730,896	20,296,052,736	0.148	0.161	30.974001	903,275.8125	75,759,460,352	124,333,800
AAPL	2018-03-23	-0.058	-0.046	58,730,896	20,296,050,688	0.148	0.206	51.417999	836,907.6875	73,670,541,312	138,136,400
AAPL	2018-03-30	-0.091	-0.032	67,276,048	20,296,050,688	0.153	0.243	34.931	851,317.875	71,581,614,080	158,530,752
AAPL	2018-04-06	-0.029	0.062	67,276,048	20,296,050,688	0.153	0.182	16.514	854,362.3125	69,492,695,040	131,527,000
AAPL	2018-04-13	-0.044	-0.015	54,928,400	20,296,052,736	0.142	0.186	34.734001	886,572.125	67,403,767,808	102,461,800
AAPL	2018-04-20	-0	0.044	54,928,400	20,296,050,688	0.142	0.142	51.898998	840,865.375	65,314,844,672	135,390,800
AAPL	2018-04-27	-0.053	-0.053	54,928,400	20,296,050,688	0.142	0.195	43.833	823,613.8125	63,225,921,536	129,766,600
AAPL	2018-05-04	-0.047	0.007	56,206,096	19,660,550,144	0.143	0.19	12.431	903,559.625	61,136,998,400	202,244,608
AAPL	2018-05-11	-0.047	-0.001	56,206,096	19,660,552,192	0.143	0.19	28.375	926,955.6875	60,531,462,144	118,613,600
AAPL	2018-05-18	-0.059	-0.012	50,912,064	19,660,552,192	0.138	0.197	48.449001	915,749.1875	59,925,921,792	79,399,000
AAPL	2018-05-25	-0.082	-0.023	50,912,064	19,660,550,144	0.138	0.22	37.898998	926,896.6875	59,320,385,536	75,516,000
AAPL	2018-06-01	-0.041	0.041	46,385,488	19,660,552,192	0.134	0.175	1.986	935,055.875	58,714,845,184	92,129,752
AAPL	2018-06-08	-0.041	0	46,385,488	19,660,552,192	0.134	0.175	32.026001	942,232	58,109,308,928	93,415,800
AAPL	2018-06-15	0.007	0.048	45,958,592	19,660,552,192	0.136	0.129	30.878	928,174.625	57,503,768,576	112,150,000
AAPL	2018-06-22	-0.026	-0.033	45,958,592	19,660,552,192	0.136	0.162	11.691	908,907.3125	56,898,232,320	100,483,600
AAPL	2018-06-29	-0.041	-0.015	45,958,592	19,660,550,144	0.136	0.177	30.533001	909,851	56,292,691,968	97,296,400
AAPL	2018-07-06	-0.074	-0.032	45,270,704	19,660,552,192	0.128	0.202	1.452	923,888.6875	55,687,155,712	65,719,000
AAPL	2018-07-13	-0.064	0.01	45,270,704	19,660,552,192	0.128	0.192	27.778999	940,423.1875	55,081,615,360	68,070,800
AAPL	2018-07-20	0.011	0.075	38,080,064	19,660,550,144	0.113	0.101	37.014	940,954	54,476,075,008	70,371,000
AAPL	2018-07-27	-0.044	-0.055	38,080,064	19,660,554,240	0.113	0.157	49.948002	938,693.125	53,870,538,752	75,691,000
AAPL	2018-08-03	-0.086	-0.042	42,845,968	19,319,705,600	0.122	0.208	44.41	1,004,586	53,264,998,400	179,351,808
AAPL	2018-08-10	-0.021	0.065	42,845,968	19,319,703,552	0.123	0.144	34.431	1,002,364.1875	53,953,212,416	97,314,000
AAPL	2018-08-17	-0.038	-0.017	37,268,752	19,319,703,552	0.116	0.154	39.896999	1,050,895.25	54,641,430,528	111,499,000
AAPL	2018-08-24	-0.064	-0.026	37,268,752	19,319,703,552	0.116	0.18	25.361	1,044,036.8125	55,329,644,544	90,260,200
AAPL	2018-08-31	-0.039	0.025	42,160,512	19,319,703,552	0.122	0.161	20.888	1,099,426.375	56,017,858,560	130,152,400
AAPL	2018-09-07	-0.05	-0.011	42,160,512	19,319,703,552	0.122	0.172	44.265999	1,068,862.625	56,706,072,576	132,633,000
AAPL	2018-09-14	-0.003	0.047	42,160,512	19,319,705,600	0.121	0.124	20.290001	1,081,130.625	57,394,286,592	158,600,000
AAPL	2018-09-21	-0.033	-0.03	47,549,664	19,319,705,600	0.131	0.163	21.207001	1,051,281.75	58,082,500,608	174,996,992
AAPL	2018-09-28	-0.052	-0.019	47,549,664	19,319,703,552	0.13	0.182	28.797001	1,090,307.5	58,770,714,624	103,474,400
AAPL	2018-10-05	-0.029	0.024	46,818,672	19,319,703,552	0.126	0.154	38.402	1,083,294.375	59,458,928,640	114,133,000
AAPL	2018-10-12	-0.096	-0.068	46,818,672	19,319,703,552	0.126	0.222	21.198	1,072,784.5	60,147,142,656	153,606,208
AAPL	2018-10-19	-0.044	0.052	40,204,112	19,319,705,600	0.113	0.157	48.421001	1,059,260.75	60,835,356,672	118,816,400
AAPL	2018-10-26	-0.096	-0.052	40,204,112	19,319,703,552	0.113	0.208	29.535	1,044,713	61,523,570,688	148,479,392
AAPL	2018-11-02	-0.066	0.029	40,148,048	19,319,703,552	0.12	0.186	33.664001	1,002,113	62,211,784,704	216,485,200
AAPL	2018-11-09	-0.052	0.015	40,148,048	18,981,591,040	0.12	0.172	35.616001	970,282	62,899,998,720	152,959,808
AAPL	2018-11-16	-0.095	-0.044	36,469,088	18,981,591,040	0.114	0.209	40.403999	918,386.375	64,684,167,168	193,781,200
AAPL	2018-11-23	-0.092	0.003	36,469,088	18,981,591,040	0.114	0.206	41.903999	817,575.125	66,468,331,520	164,494,256
AAPL	2018-11-30	-0.028	0.064	41,791,360	18,981,591,040	0.126	0.154	34.390999	847,433.1875	68,252,499,968	171,000,000
AAPL	2018-12-07	-0.08	-0.052	41,791,360	18,981,591,040	0.127	0.207	39.611	799,561.625	70,036,668,416	167,522,496
AAPL	2018-12-14	-0.057	0.024	41,791,360	18,981,593,088	0.127	0.184	42.021	785,268.5	71,820,836,864	174,029,600
AAPL	2018-12-21	-0.103	-0.047	44,915,120	18,981,591,040	0.132	0.235	61.724998	715,264.3125	73,604,997,120	230,155,392
AAPL	2018-12-28	-0.09	0.013	44,915,120	18,981,591,040	0.132	0.222	32.868	741,363.9375	75,389,165,568	191,160,256
AAPL	2019-01-04	-0.024	0.066	45,280,048	18,981,591,040	0.129	0.153	23.43	703,552.6875	77,173,334,016	221,962,496
AAPL	2019-01-11	-0.069	-0.045	45,280,048	18,981,593,088	0.128	0.198	44.224998	722,667.1875	78,957,502,464	162,964,800
AAPL	2019-01-18	-0.082	-0.013	45,279,680	18,981,591,040	0.129	0.211	34.311001	744,173.3125	80,741,662,720	124,233,200
AAPL	2019-01-25	-0.079	0.003	45,279,680	18,981,593,088	0.128	0.208	26.743	748,634	82,525,831,168	112,514,000
AAPL	2019-02-01	-0.052	0.027	46,579,696	18,861,119,488	0.13	0.182	54.595001	785,188.375	84,309,999,616	161,837,600
AAPL	2019-02-08	-0.043	0.01	46,579,696	18,861,117,440	0.13	0.173	44.479	803,521.375	82,287,304,704	121,118,800
AAPL	2019-02-15	-0.065	-0.022	40,360,768	18,861,119,488	0.122	0.187	52.675999	803,578	80,264,617,984	89,783,800
AAPL	2019-02-22	-0.076	-0.011	40,360,768	18,861,121,536	0.122	0.198	45.347	815,592.625	78,241,923,072	81,250,000
AAPL	2019-03-01	-0.053	0.023	40,360,768	18,861,119,488	0.122	0.175	31.542	825,023.125	76,219,228,160	96,704,600

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