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
AAPL	2015-05-08	-0.119	0.033	64,808,512	23,044,118,528	0.171	0.289	26.201	735,222.625	57,309,581,312	217,513,792
AAPL	2015-05-15	-0.119	-0.001	61,971,776	23,044,118,528	0.169	0.288	36.205002	741,859.375	56,609,165,312	166,641,200
AAPL	2015-05-22	-0.117	0.002	61,971,776	23,044,118,528	0.169	0.286	26.552999	763,566.875	55,908,749,312	173,837,984
AAPL	2015-05-29	-0.093	0.024	61,971,776	23,044,120,576	0.169	0.262	27.806999	750,547	55,208,333,312	198,148,496
AAPL	2015-06-05	-0.072	0.022	77,867,728	23,044,120,576	0.177	0.249	20.67	741,168	54,507,917,312	136,672,608
AAPL	2015-06-12	-0.075	-0.004	77,867,728	23,044,118,528	0.177	0.253	21.066999	732,641.6875	53,807,501,312	176,091,808
AAPL	2015-06-19	-0.069	0.007	61,682,624	23,044,118,528	0.164	0.233	28.511999	729,346.375	53,107,085,312	158,820,400
AAPL	2015-06-26	-0.06	0.009	61,682,624	23,043,393,536	0.164	0.225	36.791	730,199	52,406,665,216	156,474,800
AAPL	2015-07-03	-0.002	0.059	60,498,016	23,044,118,528	0.164	0.166	7.205	728,424.625	51,706,249,216	150,982,000
AAPL	2015-07-10	-0.079	-0.078	60,498,016	23,044,120,576	0.164	0.243	33.321999	710,219.8125	51,005,833,216	220,574,592
AAPL	2015-07-17	-0.036	0.043	63,744,832	23,044,120,576	0.167	0.203	26.987	746,744.6875	50,305,417,216	151,396,192
AAPL	2015-07-24	-0.067	-0.031	63,744,832	22,810,886,144	0.168	0.235	26.468	709,988.875	49,605,001,216	275,415,200
AAPL	2015-07-31	-0.047	0.02	62,126,448	22,810,888,192	0.165	0.212	47.131001	691,740.1875	49,740,427,264	153,278,816
AAPL	2015-08-07	-0.095	-0.048	62,126,448	22,810,886,144	0.166	0.261	18.395	658,778.375	49,875,857,408	307,257,984
AAPL	2015-08-14	-0.1	-0.006	62,126,448	22,810,886,144	0.166	0.267	22.742001	661,287.625	50,011,287,552	276,148,000
AAPL	2015-08-21	-0.08	0.021	60,250,944	22,810,886,144	0.164	0.244	24.542999	603,119.875	50,146,713,600	256,407,200
AAPL	2015-08-28	-0.111	-0.031	60,250,944	22,810,888,192	0.164	0.275	30.657	646,072.8125	50,282,143,744	400,290,208
AAPL	2015-09-04	-0.1	0.01	64,997,124	22,810,886,144	0.165	0.265	23.372999	623,125	50,417,569,792	238,555,200
AAPL	2015-09-11	-0.086	0.014	64,997,124	22,810,888,192	0.165	0.251	40.736	651,296.5	50,552,999,936	252,662,752
AAPL	2015-09-18	-0.063	0.023	78,732,704	22,810,886,144	0.171	0.234	14.944	646,985.1875	50,688,430,080	221,820,992
AAPL	2015-09-25	-0.053	0.01	78,732,704	22,810,886,144	0.171	0.223	15.903	654,147.8125	50,823,856,128	194,157,200
AAPL	2015-10-02	-0.021	0.032	92,636,144	22,810,890,240	0.18	0.201	20.349001	629,466.5	50,959,286,272	248,910,400
AAPL	2015-10-09	-0.018	0.003	92,636,144	22,810,886,144	0.18	0.198	23.541	639,389.1875	51,094,712,320	209,946,400
AAPL	2015-10-16	0.009	0.027	87,080,832	22,810,890,240	0.175	0.166	13.24	633,230.3125	51,230,142,464	147,908,000
AAPL	2015-10-23	-0.014	-0.023	87,080,832	22,810,886,144	0.175	0.189	30.021999	679,080.125	51,365,572,608	177,660,000
AAPL	2015-10-30	-0.043	-0.029	90,192,304	22,301,325,312	0.182	0.225	19.409	666,252.125	51,500,998,656	257,889,600
AAPL	2015-11-06	-0	0.043	90,192,304	22,301,325,312	0.182	0.182	26.667	674,949.625	53,375,692,800	156,162,592
AAPL	2015-11-13	-0.009	-0.009	90,192,304	22,301,323,264	0.182	0.191	10.185	626,332.6875	55,250,382,848	173,244,400
AAPL	2015-11-20	-0.088	-0.078	74,673,968	22,301,323,264	0.172	0.259	15.85	665,137	57,125,076,992	151,957,792
AAPL	2015-11-27	-0.036	0.051	74,673,968	22,301,323,264	0.172	0.208	17.533001	656,840.875	58,999,771,136	109,720,496
AAPL	2015-12-04	-0.048	-0.012	70,928,720	22,301,323,264	0.172	0.22	18.497999	663,642.8125	60,874,461,184	165,412,400
AAPL	2015-12-11	-0.042	0.005	70,928,720	22,301,325,312	0.172	0.214	19.579	631,016	62,749,155,328	151,083,200
AAPL	2015-12-18	-0.061	-0.019	108,372,144	22,301,323,264	0.206	0.267	18.461	591,163.5	64,623,845,376	252,632,800
AAPL	2015-12-25	0.01	0.071	108,372,144	22,301,325,312	0.207	0.197	13.049	602,314.1875	66,498,539,520	126,633,752
AAPL	2016-01-01	-0.024	-0.034	74,238,928	22,301,323,264	0.176	0.199	22.087999	586,859.3125	68,373,229,568	123,761,504
AAPL	2016-01-08	-0.11	-0.087	74,238,928	22,301,325,312	0.175	0.285	16.048	540,584.125	70,247,923,712	275,032,384
AAPL	2016-01-15	-0.084	0.026	68,192,896	22,301,323,264	0.171	0.256	19.077999	541,520.6875	72,122,613,760	243,470,208
AAPL	2016-01-22	-0.135	-0.051	68,192,896	22,301,325,312	0.171	0.307	11.078	565,450.125	73,997,303,808	243,384,256
AAPL	2016-01-29	-0.102	0.034	68,192,896	22,178,332,672	0.172	0.273	18.771999	539,709.6875	75,872,002,048	304,269,184
AAPL	2016-02-05	-0.095	0.007	65,997,616	22,178,332,672	0.166	0.261	25.285999	521,301.6875	73,924,689,920	173,723,808
AAPL	2016-02-12	-0.083	0.012	65,997,616	22,178,334,720	0.166	0.249	34.117001	521,124.3125	71,977,385,984	184,898,000
AAPL	2016-02-19	-0.083	0	63,543,520	22,178,334,720	0.163	0.246	17.125	532,501.8125	70,030,073,856	168,316,496
AAPL	2016-02-26	-0.066	0.017	63,543,520	22,178,330,624	0.162	0.229	22.381001	537,314.375	68,082,769,920	127,242,600
AAPL	2016-03-04	-0.085	-0.019	57,250,464	22,178,334,720	0.155	0.24	18.337999	571,158.625	66,135,461,888	161,443,008
AAPL	2016-03-11	-0.025	0.061	57,250,464	22,178,334,720	0.155	0.18	30.653	566,989.125	64,188,153,856	124,177,200
AAPL	2016-03-18	0.002	0.026	47,436,368	22,178,330,624	0.145	0.143	35.727001	587,282.1875	62,240,845,824	145,658,592
AAPL	2016-03-25	-0.039	-0.04	47,436,368	22,178,334,720	0.145	0.183	21.860001	585,907.1875	60,293,537,792	119,783,752
AAPL	2016-04-01	-0.049	-0.01	52,659,920	22,178,334,720	0.147	0.196	55.129002	609,837.625	58,346,229,760	118,372,000
AAPL	2016-04-08	-0.042	0.008	52,659,920	22,178,330,624	0.147	0.189	38.706001	602,474.375	56,398,921,728	116,578,000
AAPL	2016-04-15	-0.061	-0.02	55,507,104	22,178,332,672	0.153	0.214	30.327999	609,061.375	54,451,613,696	129,848,000
AAPL	2016-04-22	-0.055	0.006	55,507,104	22,178,330,624	0.152	0.207	20.577	585,951.5	52,504,305,664	151,242,400
AAPL	2016-04-29	-0.074	-0.019	55,507,104	21,909,700,608	0.153	0.227	31.141001	513,453.8125	50,557,001,728	279,539,392
AAPL	2016-05-06	-0.067	0.006	52,542,432	21,909,698,560	0.152	0.219	45.372002	507,866.8125	49,926,307,840	180,485,792
AAPL	2016-05-13	-0.059	0.009	52,542,432	21,909,700,608	0.152	0.211	48.939999	495,816.5	49,295,613,952	172,839,808
AAPL	2016-05-20	-0.059	0	56,363,936	21,909,698,560	0.159	0.217	61.313999	521,560.40625	48,664,924,160	170,165,792
AAPL	2016-05-27	-0.045	0.014	56,363,936	21,909,698,560	0.159	0.203	30.281	549,648.625	48,034,230,272	163,578,800
AAPL	2016-06-03	-0.025	0.02	55,733,232	21,909,702,656	0.158	0.183	29.593	536,349.5	47,403,540,480	140,176,992
AAPL	2016-06-10	-0.061	-0.036	55,733,232	21,909,700,608	0.158	0.219	18.836	541,323	46,772,846,592	99,891,600
AAPL	2016-06-17	-0.011	0.05	99,699,120	21,909,700,608	0.193	0.204	15.465	522,152	46,142,152,704	153,386,208
AAPL	2016-06-24	-0.006	0.005	99,699,120	21,909,698,560	0.193	0.199	19.391001	511,591.5	45,511,462,912	165,383,008
AAPL	2016-07-01	-0.053	-0.047	62,924,028	21,909,698,560	0.159	0.212	28.937	525,241.1875	44,880,769,024	148,368,800
AAPL	2016-07-08	-0.055	-0.003	62,924,028	21,909,696,512	0.159	0.214	26.656	529,557.375	44,250,075,136	112,705,752
AAPL	2016-07-15	-0.091	-0.036	53,943,168	21,909,698,560	0.134	0.225	54.945	541,059.9375	43,619,385,344	114,328,600
AAPL	2016-07-22	-0.086	0.005	53,943,168	21,909,700,608	0.134	0.22	30.839001	540,402.8125	42,988,691,456	118,052,400
AAPL	2016-07-29	-0.086	0	53,943,168	21,553,770,496	0.135	0.221	23.525	561,518.875	42,358,001,664	205,256,800
AAPL	2016-08-05	-0.105	-0.018	44,254,000	21,553,770,496	0.127	0.232	34.504002	579,149.875	42,703,691,776	136,119,392
AAPL	2016-08-12	-0.103	0.001	44,254,000	21,553,772,544	0.127	0.23	31.952	582,921.8125	43,049,385,984	99,604,800
AAPL	2016-08-19	-0.096	0.008	50,689,696	21,553,770,496	0.139	0.235	49.714001	589,280.125	43,395,076,096	105,897,200
AAPL	2016-08-26	-0.097	-0.001	50,689,696	21,553,772,544	0.14	0.236	40.481998	576,240.125	43,740,770,304	98,884,400
AAPL	2016-09-02	-0.08	0.017	51,758,560	21,553,770,496	0.145	0.225	28.665001	580,507.6875	44,086,460,416	106,400,592
AAPL	2016-09-09	-0.086	-0.007	51,758,560	21,553,770,496	0.145	0.231	27.646999	555,699.3125	44,432,154,624	168,803,744
AAPL	2016-09-16	-0.123	-0.037	47,083,120	21,553,772,544	0.141	0.264	28.950001	619,239.875	44,777,844,736	312,247,616
AAPL	2016-09-23	-0.088	0.035	47,083,120	21,553,770,496	0.14	0.229	43.077999	607,320.625	45,123,538,944	160,876,608
AAPL	2016-09-30	-0.062	0.026	60,135,776	21,553,770,496	0.146	0.209	25.995001	609,152.6875	45,469,229,056	125,107,200
AAPL	2016-10-07	-0.069	-0.006	60,135,776	21,553,772,544	0.146	0.215	18.062	614,605.8125	45,814,923,264	100,823,400
AAPL	2016-10-14	-0.067	0.002	60,135,776	21,553,772,544	0.146	0.214	26.829	633,831.8125	46,160,613,376	166,966,800
AAPL	2016-10-21	-0.09	-0.022	54,716,448	21,553,772,544	0.144	0.234	11.608	628,292.5	46,506,307,584	92,425,200
AAPL	2016-10-28	-0.075	0.014	54,716,448	21,329,252,352	0.144	0.22	25.184999	606,390.625	46,852,001,792	168,180,608
AAPL	2016-11-04	-0.067	0.008	56,005,104	21,329,250,304	0.149	0.216	16.066999	580,368.875	49,101,926,400	125,077,200
AAPL	2016-11-11	-0.096	-0.029	56,005,104	21,329,252,352	0.148	0.244	22.681	578,193.375	51,351,855,104	165,815,200
AAPL	2016-11-18	-0.089	0.007	54,677,296	21,329,252,352	0.143	0.232	37.707001	586,874.375	53,601,783,808	158,673,200
AAPL	2016-11-25	-0.086	0.002	54,677,296	21,329,250,304	0.143	0.23	20.169001	596,109.875	55,851,712,512	94,132,496
AAPL	2016-12-02	-0.081	0.005	44,470,736	21,329,252,352	0.13	0.211	37.750999	586,021.1875	58,101,641,216	124,399,800
AAPL	2016-12-09	-0.074	0.007	44,470,736	21,329,250,304	0.13	0.204	21.794001	607,627.6875	60,351,569,920	121,591,800
AAPL	2016-12-16	-0.023	0.051	58,948,464	21,329,252,352	0.147	0.17	30.863001	618,377.6875	62,601,498,624	156,012,608
AAPL	2016-12-23	-0.053	-0.03	58,948,464	21,329,254,400	0.147	0.2	44.632999	621,321.125	64,851,427,328	90,658,400
AAPL	2016-12-30	-0.027	0.026	46,073,008	21,329,252,352	0.13	0.157	26.797001	617,588.5	67,101,356,032	84,828,496
AAPL	2017-01-06	-0.074	-0.047	46,073,008	21,329,254,400	0.13	0.204	24.42	628,722.375	69,351,284,736	103,845,248
AAPL	2017-01-13	-0.066	0.008	46,073,008	21,329,250,304	0.13	0.196	43.080002	634,758.5	71,601,217,536	111,048,600
AAPL	2017-01-20	-0.057	0.008	47,604,256	21,329,254,400	0.134	0.192	34.702999	639,877.625	73,851,142,144	116,348,000
AAPL	2017-01-27	-0.055	0.003	47,604,256	21,329,250,304	0.135	0.189	33.372002	650,286.1875	76,101,074,944	99,798,800
AAPL	2017-02-03	-0.081	-0.026	44,480,272	20,986,161,152	0.13	0.211	40.196999	677,223.375	78,350,999,552	199,824,992
AAPL	2017-02-10	-0.082	-0.001	44,480,272	20,986,161,152	0.13	0.212	82.964996	693,172.875	76,392,923,136	109,159,200
AAPL	2017-02-17	-0.067	0.016	46,931,376	20,986,159,104	0.133	0.199	23.333	712,060.375	74,434,846,720	109,334,000
AAPL	2017-02-24	-0.085	-0.018	46,931,376	20,986,161,152	0.133	0.218	38.199001	716,992.1875	72,476,770,304	87,909,000
AAPL	2017-03-03	-0.056	0.029	47,548,896	20,986,161,152	0.14	0.196	27.576	733,361.375	70,518,693,888	102,349,400
AAPL	2017-03-10	-0.061	-0.005	47,548,896	20,986,161,152	0.14	0.201	27.466	730,003.625	68,560,613,376	79,737,800
AAPL	2017-03-17	-0.039	0.021	50,992,800	20,986,161,152	0.146	0.185	48.681	734,473.625	66,602,536,960	97,231,600
AAPL	2017-03-24	-0.054	-0.015	50,992,800	20,986,161,152	0.146	0.201	23.035999	737,873.375	64,644,460,544	103,739,200
AAPL	2017-03-31	-0.065	-0.011	52,885,008	20,986,159,104	0.145	0.21	24.594	753,717.875	62,686,384,128	101,607,000

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