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
ABEO	2015-12-11	0.207	-0.003	1,270,586	1,309,090.875	0.917	0.71	0.351	115.199997	273,947.375	3,472.800049
ABEO	2015-12-18	0.196	-0.011	1,279,896.125	1,308,781.875	0.917	0.721	0.921	115.5	270,263.15625	3,601.600098
ABEO	2015-12-25	0.219	0.022	1,279,896.125	1,309,589	0.917	0.698	0.776	119.5	266,578.9375	2,776
ABEO	2016-01-01	0.237	0.019	1,251,171	1,309,523.875	0.917	0.68	0.002	110	262,894.75	4,217
ABEO	2016-01-08	0.351	0.113	1,251,171	1,309,589	0.917	0.566	0.176	95.599998	259,210.53125	4,589.600098
ABEO	2016-01-15	0.233	-0.118	1,226,161	1,308,960.625	0.92	0.687	0.192	91.300003	255,526.3125	5,323.200195
ABEO	2016-01-22	0.212	-0.021	1,226,161	1,309,859.125	0.92	0.708	0.159	93	251,842.109375	3,300
ABEO	2016-01-29	0.2	-0.012	1,226,161	1,308,812.25	0.92	0.72	0.771	85.400002	248,157.890625	3,413.600098
ABEO	2016-02-05	0.257	0.057	1,386,864	1,310,000	0.919	0.662	0.04	78.599998	244,473.6875	1,289.599976
ABEO	2016-02-12	0.254	-0.003	1,386,864	1,310,000	0.919	0.665	0.043	78.599998	240,789.46875	1,608.800049
ABEO	2016-02-19	0.278	0.024	1,462,989	1,309,091	0.921	0.643	0.001	86.400002	237,105.265625	1,694
ABEO	2016-02-26	0.245	-0.033	1,462,989	1,310,000	0.921	0.676	0.167	78.599998	233,421.046875	3,696
ABEO	2016-03-04	0.228	-0.017	1,469,299	1,309,375	0.921	0.693	0.446	83.800003	229,736.84375	3,847.199951
ABEO	2016-03-11	0.245	0.017	1,469,299	1,308,960.625	0.921	0.676	0.02	91.300003	226,052.625	1,813.599976
ABEO	2016-03-18	0.245	0	1,431,897	1,308,965.625	0.92	0.675	0.001	94.900002	222,368.421875	1,551.199951
ABEO	2016-03-25	0.325	0.08	1,431,897	1,309,363.375	0.92	0.596	0.002	87.400002	218,684.203125	2,985
ABEO	2016-04-01	0.252	-0.072	1,448,836	1,310,247.25	0.921	0.669	0.135	92.699997	215,000	2,334.399902
ABEO	2016-04-08	0.223	-0.029	1,448,836	1,309,091	0.921	0.698	0.802	86.400002	217,857.140625	6,058.399902
ABEO	2016-04-15	0.236	0.013	1,440,469	1,309,352.5	0.92	0.684	0.235	91	220,714.28125	2,377.600098
ABEO	2016-04-22	0.24	0.003	1,440,469	1,309,747.25	0.92	0.68	0.014	90.699997	223,571.421875	1,727.199951
ABEO	2016-04-29	0.309	0.069	1,440,469	1,310,294.125	0.92	0.611	0.664	89.099998	226,428.578125	1,716.800049
ABEO	2016-05-06	0.217	-0.092	1,382,659	1,309,543.625	0.918	0.701	0.113	78.900002	229,285.71875	2,973.600098
ABEO	2016-05-13	0.273	0.056	1,382,659	1,308,936.25	0.918	0.645	0.033	76.900002	232,142.859375	1,255.199951
ABEO	2016-05-20	0.13	-0.143	1,394,247	1,312,449.75	0.919	0.789	0.515	81.699997	235,000	1,612
ABEO	2016-05-27	-0.044	-0.174	1,394,247	1,311,656.5	0.919	0.962	0.011	106.900002	233,384.609375	5,486.399902
ABEO	2016-06-03	0.11	0.153	1,414,124	1,312,211.25	0.92	0.81	0.032	99.400002	231,769.234375	3,848
ABEO	2016-06-10	-0.04	-0.15	1,414,124	1,311,897.125	0.92	0.96	0.333	102	230,153.84375	1,804
ABEO	2016-06-17	-0.033	0.007	1,395,631	1,312,110.75	0.919	0.952	0.272	94.800003	228,538.46875	3,079.199951
ABEO	2016-06-24	-0.046	-0.013	1,395,631	1,312,500	0.919	0.964	0.089	84	226,923.078125	9,220.799805
ABEO	2016-07-01	-0.003	0.043	1,339,386	1,311,934.125	0.918	0.921	0.584	79.699997	225,307.6875	2,216
ABEO	2016-07-08	-0.001	0.002	1,339,386	1,311,392.25	0.918	0.919	0.024	77.699997	223,692.3125	1,177
ABEO	2016-07-15	-0.002	-0.002	867,989	1,312,396.75	0.909	0.911	0.028	79.400002	222,076.921875	2,864
ABEO	2016-07-22	-0.069	-0.067	867,989	1,312,000	0.909	0.978	0.046	82	220,461.53125	3,140
ABEO	2016-07-29	0.001	0.07	867,989	1,311,524.125	0.909	0.908	0.347	88.199997	218,846.15625	1,751.199951
ABEO	2016-08-05	-0.028	-0.03	811,027	1,311,815.625	0.908	0.936	1.725	113.800003	217,230.765625	10,226.400391
ABEO	2016-08-12	-0.022	0.006	811,027	1,311,731.875	0.909	0.931	0.83	117.400002	215,615.390625	3,012
ABEO	2016-08-19	-0.075	-0.053	775,763.9375	1,342,029	0.908	0.983	0.258	138.899994	214,000	3,316.800049
ABEO	2016-08-26	-0.066	0.009	775,763.9375	1,341,995.375	0.908	0.974	0.107	144.600006	211,692.3125	2,313.600098
ABEO	2016-09-02	-0.051	0.016	765,606	1,341,386.875	0.908	0.959	0.006	149.899994	209,384.609375	4,748.799805
ABEO	2016-09-09	-0.07	-0.02	765,606	1,341,563.875	0.907	0.978	1.537	163	207,076.921875	10,365
ABEO	2016-09-16	-0.028	0.042	758,049	1,341,563.875	0.906	0.934	0.335	163	204,769.234375	7,612
ABEO	2016-09-23	-0.079	-0.051	758,049	1,341,812.375	0.906	0.986	0.306	211	202,461.53125	26,394.400391
ABEO	2016-09-30	-0.065	0.014	867,065	1,342,000	0.908	0.974	0.237	201.300003	200,153.84375	13,176.799805
ABEO	2016-10-07	-0.1	-0.035	867,065	1,341,973.5	0.909	1.009	0.169	227.800003	197,846.15625	16,939.199219
ABEO	2016-10-14	-0.065	0.036	867,065	1,341,839.75	0.908	0.973	0.042	226.100006	195,538.46875	11,285.599609
ABEO	2016-10-21	-0.066	-0.001	1,238,502	1,341,966.375	0.915	0.981	0.641	279.799988	193,230.765625	65,103.199219
ABEO	2016-10-28	-0.081	-0.015	1,238,502	1,341,844	0.915	0.996	0.498	236.5	190,923.078125	25,032.800781
ABEO	2016-11-04	-0.113	-0.031	1,791,428	1,341,982	0.923	1.035	0.069	186.199997	188,615.390625	25,942.400391
ABEO	2016-11-11	-0.082	0.03	1,791,428	1,342,015.5	0.923	1.005	0.106	216.399994	186,307.6875	21,910.400391
ABEO	2016-11-18	-0.074	0.008	2,926,088	1,598,344.875	0.926	1	0.119	289.700012	184,000	20,941.599609
ABEO	2016-11-25	-0.076	-0.002	2,926,088	1,598,298	0.926	1.002	0.32	281.700012	187,789.46875	8,332
ABEO	2016-12-02	-0.044	0.032	2,599,487	1,598,064.5	0.925	0.969	0.211	247.699997	191,578.953125	11,918.400391
ABEO	2016-12-09	-0.093	-0.049	2,599,487	1,598,446.625	0.924	1.017	0.404	205.800003	195,368.421875	13,925.599609
ABEO	2016-12-16	-0.048	0.045	3,485,979	1,598,222.25	0.931	0.979	0.013	179.800003	199,157.890625	33,066.398438
ABEO	2016-12-23	-0.077	-0.029	3,485,979	1,598,333.25	0.93	1.007	0.476	191.800003	202,947.375	12,443.200195
ABEO	2016-12-30	-0.08	-0.003	3,689,372	1,598,350.5	0.93	1.01	0.022	193.800003	206,736.84375	9,425
ABEO	2017-01-06	-0.08	0	3,689,372	1,598,688.625	0.93	1.01	0.065	243.800003	210,526.3125	12,594
ABEO	2017-01-13	-0.037	0.043	3,689,372	1,598,490.625	0.929	0.966	0.48	211.800003	214,315.796875	14,574.400391
ABEO	2017-01-20	-0.081	-0.044	3,532,652	1,598,400	0.928	1.009	0.083	199.800003	218,105.265625	9,339
ABEO	2017-01-27	-0.064	0.017	3,532,652	1,598,333.25	0.928	0.992	0.229	191.800003	221,894.734375	4,510.399902
ABEO	2017-02-03	-0.04	0.024	3,498,125	1,598,350.5	0.928	0.968	0.088	193.800003	225,684.203125	7,619.200195
ABEO	2017-02-10	-0.054	-0.014	3,498,125	1,598,431.375	0.928	0.982	0.005	203.800003	229,473.6875	9,480.799805
ABEO	2017-02-17	0.003	0.057	3,433,871	1,598,666.625	0.925	0.923	0.019	239.800003	233,263.15625	23,152.800781
ABEO	2017-02-24	-0.068	-0.071	3,433,871	1,598,476.125	0.925	0.994	0.525	209.800003	237,052.625	13,776
ABEO	2017-03-03	-0.083	-0.015	3,472,255	1,598,400	0.926	1.009	0.176	199.800003	240,842.109375	9,416
ABEO	2017-03-10	-0.073	0.01	3,472,255	1,598,431.375	0.926	0.999	0.072	203.800003	244,631.578125	7,586.399902
ABEO	2017-03-17	-0.026	0.048	3,536,380	1,598,415.875	0.926	0.952	0.016	201.800003	248,421.046875	7,676
ABEO	2017-03-24	-0.065	-0.039	3,536,380	1,598,333.25	0.927	0.992	0.019	191.800003	252,210.53125	10,256.799805
ABEO	2017-03-31	-0.025	0.04	3,877,527	1,610,400.125	0.928	0.952	0.01	201.300003	256,000	9,369.599609
ABEO	2017-04-07	-0.045	-0.02	3,877,527	1,610,297.125	0.928	0.973	0.035	203.300003	246,000	11,292.799805
ABEO	2017-04-14	0.045	0.09	3,877,527	1,609,896.875	0.928	0.884	0.041	195.199997	236,000	6,363
ABEO	2017-04-21	-0.075	-0.12	3,975,736	1,610,000	0.927	1.003	0.055	209.300003	226,000	7,456
ABEO	2017-04-28	-0.07	0.005	3,737,279	1,609,911.5	0.927	0.997	0.064	227.399994	216,000	8,625.599609
ABEO	2017-05-05	-0.026	0.044	3,737,279	1,610,090	0.927	0.953	0.217	223.399994	206,000	6,452
ABEO	2017-05-12	-0.046	-0.02	3,737,279	1,610,240	0.927	0.974	0.934	251.600006	196,000	16,694.400391
ABEO	2017-05-19	-0.038	0.009	3,861,229	1,610,406.5	0.928	0.966	0.906	247.600006	186,000	13,444.799805
ABEO	2017-05-26	-0.063	-0.026	3,861,229	1,610,090	0.928	0.992	0.044	223.399994	188,384.609375	4,187.200195
ABEO	2017-06-02	-0.046	0.018	4,047,257	1,610,467.25	0.928	0.974	0.111	215.399994	190,769.234375	9,339
ABEO	2017-06-09	-0.083	-0.037	4,047,257	1,610,297.125	0.928	1.011	0.338	203.300003	193,153.84375	6,810.399902
ABEO	2017-06-16	-0.027	0.056	4,238,333	1,610,212.625	0.929	0.956	0.046	189.199997	195,538.46875	7,773.600098
ABEO	2017-06-23	-0.045	-0.017	4,238,333	1,610,000	0.929	0.973	1.356	241.5	197,923.078125	37,139.199219
ABEO	2017-06-30	-0.079	-0.035	3,927,334	1,610,000	0.929	1.008	0.043	257.600006	200,307.6875	15,381.599609
ABEO	2017-07-07	-0.061	0.018	3,927,334	1,610,059.875	0.929	0.99	0.012	336.100006	202,692.3125	26,708
ABEO	2017-07-14	-0.008	0.054	3,927,334	1,610,322.75	0.929	0.937	0.282	374.399994	205,076.921875	44,354.398438
ABEO	2017-07-21	-0.094	-0.086	4,438,491	1,610,204.125	0.928	1.022	0.004	394.5	207,461.53125	26,331.199219
ABEO	2017-07-28	-0.095	-0.001	4,438,491	1,610,057.25	0.928	1.023	0.122	352.200012	209,846.15625	25,231.199219
ABEO	2017-08-04	-0.045	0.05	5,224,488	1,610,434.75	0.93	0.974	0.008	324.100006	212,230.765625	20,578.400391
ABEO	2017-08-11	-0.048	-0.003	5,224,488	1,610,066.125	0.93	0.978	0.134	303.899994	214,615.390625	12,421.599609
ABEO	2017-08-18	-0.03	0.017	5,352,692	1,611,282.125	0.93	0.96	0.012	314.200012	217,000	25,840
ABEO	2017-08-25	-0.058	-0.028	5,352,692	1,611,491.625	0.93	0.988	0.161	364.600006	217,153.84375	28,612.800781
ABEO	2017-09-01	-0.017	0.041	5,793,828	1,611,594.25	0.93	0.947	0.019	556	217,307.6875	92,005.601563
ABEO	2017-09-08	-0.067	-0.05	5,793,828	1,611,552.375	0.93	0.997	0.01	558	217,461.53125	49,510
ABEO	2017-09-15	-0.036	0.031	7,035,795	1,611,395.375	0.932	0.967	0.266	692.900024	217,615.390625	57,954.398438
ABEO	2017-09-22	-0.089	-0.053	7,035,795	1,611,505	0.932	1.02	0.01	602.299988	217,769.234375	49,735.199219
ABEO	2017-09-29	-0.048	0.041	7,035,795	1,611,495.625	0.932	0.98	0.048	686.900024	217,923.078125	52,083.199219
ABEO	2017-10-06	-0.104	-0.056	6,739,221	1,611,525.375	0.93	1.035	0.214	713.099976	218,076.921875	32,023.199219
ABEO	2017-10-13	-0.056	0.048	6,739,221	1,611,428.5	0.93	0.986	0.022	648.599976	218,230.765625	81,136
ABEO	2017-10-20	-0.011	0.045	5,466,540	1,611,579	0.93	0.941	0.17	765.5	218,384.609375	79,444
ABEO	2017-10-27	-0.088	-0.077	5,466,540	1,611,560.75	0.929	1.017	0.173	697	218,538.46875	45,460
ABEO	2017-11-03	-0.047	0.041	6,510,988	1,611,393.875	0.931	0.978	0.007	664.700012	218,692.3125	28,155.199219

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