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paperswithbacktest
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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
A	2003-10-31	0.003	0.032	8,849,313	475,509,632	0.647	0.645	1.702	11,849.700195	1,582,733,312	2,311,800
A	2003-11-07	0.006	0.003	8,849,313	475,507,072	0.648	0.642	1.321	12,753.099609	1,594,266,624	2,426,400
A	2003-11-14	0.011	0.005	8,849,313	475,509,184	0.65	0.639	1.438	12,653.299805	1,605,799,936	2,457,999.75
A	2003-11-21	-0.001	-0.012	8,849,313	475,509,376	0.65	0.651	1.322	12,929.099609	1,617,333,376	4,028,000
A	2003-11-28	0.003	0.004	8,849,313	475,509,184	0.65	0.647	1.072	13,447.400391	1,628,866,688	1,827,750
A	2003-12-05	0.02	0.017	8,332,883	475,508,896	0.635	0.615	1.247	12,800.700195	1,640,400,000	2,760,200
A	2003-12-12	0.018	-0.002	8,332,883	475,508,224	0.635	0.617	1.819	12,957.599609	1,651,933,312	2,333,400
A	2003-12-19	0.024	0.006	8,332,883	475,509,120	0.635	0.612	1.979	13,309.5	1,663,466,624	2,567,800
A	2003-12-26	0.081	0.057	8,332,883	476,150,272	0.635	0.555	1.728	13,308.400391	1,675,000,064	1,256,000
A	2004-01-02	0.042	-0.039	6,933,216.5	476,149,280	0.595	0.553	1.683	13,713.099609	1,671,800,064	1,764,999.875
A	2004-01-09	0.049	0.008	6,933,216.5	476,149,792	0.595	0.546	2.293	15,260.599609	1,668,600,064	3,681,400
A	2004-01-16	0.043	-0.007	6,933,216.5	476,148,896	0.595	0.552	1.861	16,308.099609	1,665,400,064	3,754,200
A	2004-01-23	0.037	-0.005	6,933,216.5	476,148,352	0.595	0.557	1.698	15,922.400391	1,662,200,064	3,454,000.25
A	2004-01-30	0.063	0.026	9,297,072	476,150,304	0.644	0.58	1.671	17,550.900391	1,659,000,064	8,082,200
A	2004-02-06	0.061	-0.003	9,297,072	476,149,248	0.643	0.583	1.213	17,546.099609	1,655,800,064	3,050,400
A	2004-02-13	0.071	0.01	9,297,072	476,148,832	0.644	0.573	1.275	17,655.599609	1,652,600,064	2,461,600
A	2004-02-20	0.059	-0.012	9,297,072	476,148,416	0.644	0.585	1.389	16,689	1,649,400,064	4,766,500
A	2004-02-27	0.055	-0.004	9,297,072	476,148,000	0.644	0.589	1.331	16,279.5	1,646,200,064	3,145,999.75
A	2004-03-05	0.068	0.013	9,165,999	480,755,488	0.638	0.569	1.307	16,735.099609	1,643,000,064	2,172,000
A	2004-03-12	0.067	-0.001	9,165,999	480,755,168	0.638	0.571	1.296	15,215.900391	1,657,461,504	4,575,600
A	2004-03-19	0.052	-0.015	9,165,999	480,752,864	0.638	0.587	1.1	14,687	1,671,923,072	3,509,199.75
A	2004-03-26	0.046	-0.006	9,165,999	480,753,472	0.639	0.593	1.337	14,802.400391	1,686,384,640	3,513,800
A	2004-04-02	0.062	0.016	7,524,606	480,754,944	0.588	0.526	1.42	15,538	1,700,846,208	2,579,200
A	2004-04-09	0.001	-0.061	7,524,606	480,754,016	0.587	0.586	1.564	15,302.400391	1,715,307,648	2,100,750
A	2004-04-16	-0.001	-0.003	7,524,606	480,753,376	0.587	0.588	1.217	14,485.099609	1,729,769,216	2,327,000
A	2004-04-23	0.01	0.012	7,524,606	480,755,936	0.587	0.577	1.747	14,182.299805	1,744,230,784	2,779,800
A	2004-04-30	0.014	0.004	7,624,517	480,755,264	0.57	0.555	1.539	12,985.200195	1,758,692,352	2,110,400
A	2004-05-07	0.009	-0.005	7,624,517	480,756,416	0.569	0.56	1.661	12,648.700195	1,773,153,792	3,333,800
A	2004-05-14	0.018	0.009	7,624,517	480,754,208	0.57	0.552	1.729	12,302.5	1,787,615,360	3,629,400
A	2004-05-21	0.015	-0.003	7,624,517	480,754,720	0.571	0.556	1.696	11,720.799805	1,802,076,928	4,968,400
A	2004-05-28	0.011	-0.005	7,624,517	480,754,848	0.571	0.561	2.174	12,355.400391	1,816,538,496	3,835,200
A	2004-06-04	-0.046	-0.057	5,967,464	481,451,264	0.507	0.553	2.316	12,142.200195	1,831,000,064	3,372,250
A	2004-06-11	-0.031	0.015	5,967,464	481,452,480	0.507	0.539	1.845	12,662.200195	1,835,153,792	2,769,750
A	2004-06-18	-0.045	-0.013	5,967,464	481,452,288	0.507	0.552	1.588	12,464.799805	1,839,307,648	2,306,400
A	2004-06-25	-0.038	0.006	5,967,464	481,450,336	0.507	0.545	2.171	14,207.599609	1,843,461,504	3,742,400
A	2004-07-02	-0.019	0.019	6,392,883	481,450,272	0.508	0.527	1.9	13,610.599609	1,847,615,360	2,835,000
A	2004-07-09	-0.058	-0.039	6,392,883	481,449,312	0.508	0.566	1.897	12,922.099609	1,851,769,216	2,239,500
A	2004-07-16	-0.038	0.021	6,392,883	481,450,048	0.508	0.545	2.054	12,185.5	1,855,923,072	2,402,400
A	2004-07-23	-0.04	-0.003	6,392,883	481,451,616	0.507	0.548	1.886	11,343	1,860,076,928	3,203,599.75
A	2004-07-30	-0.055	-0.015	5,209,413	481,448,960	0.479	0.535	3.158	11,463.299805	1,864,230,784	3,400,600
A	2004-08-06	-0.065	-0.01	5,209,413	481,450,816	0.48	0.545	2.345	10,519.700195	1,868,384,640	2,025,200
A	2004-08-13	-0.084	-0.019	5,209,413	481,452,224	0.481	0.565	2.414	9,879.400391	1,872,538,496	5,110,600
A	2004-08-20	-0.082	0.002	5,209,413	481,450,432	0.481	0.563	3.073	10,688.200195	1,876,692,352	2,385,200.25
A	2004-08-27	-0.09	-0.008	5,209,413	481,451,008	0.482	0.572	2.847	10,418.599609	1,880,846,208	2,134,400
A	2004-09-03	-0.09	0	5,065,826	485,606,272	0.454	0.544	2.456	9,891.799805	1,884,999,936	3,070,400
A	2004-09-10	-0.097	-0.007	5,065,826	485,605,472	0.453	0.55	2.998	11,028.099609	1,881,062,528	3,236,250
A	2004-09-17	-0.063	0.034	5,065,826	485,607,040	0.453	0.516	2.483	11,120.400391	1,877,124,992	2,322,800.25
A	2004-09-24	-0.078	-0.016	5,065,826	485,604,992	0.453	0.531	2.348	10,595.900391	1,873,187,456	2,322,600
A	2004-10-01	-0.031	0.047	6,406,369	485,606,784	0.506	0.537	2.309	11,164.099609	1,869,250,048	2,543,000
A	2004-10-08	0.008	0.039	6,406,369	485,605,056	0.506	0.498	2.317	10,795	1,865,312,512	2,911,000
A	2004-10-15	-0.023	-0.031	6,406,369	485,607,712	0.506	0.529	1.81	11,067	1,861,374,976	3,127,600.25
A	2004-10-22	-0.039	-0.016	6,406,369	485,606,688	0.506	0.544	1.465	11,606	1,857,437,440	3,175,000
A	2004-10-29	-0.046	-0.008	6,406,369	485,606,528	0.506	0.552	2.254	12,169.299805	1,853,500,032	2,263,600.25
A	2004-11-05	-0.008	0.038	6,544,949	485,604,928	0.52	0.528	1.964	12,242.099609	1,849,562,496	2,597,800
A	2004-11-12	-0.03	-0.022	6,544,949	485,606,720	0.52	0.55	2.735	10,965	1,845,624,960	5,470,800
A	2004-11-19	-0.021	0.008	6,544,949	485,607,392	0.52	0.542	1.641	11,232.099609	1,841,687,552	3,383,600.25
A	2004-11-26	0.005	0.026	6,544,949	485,604,448	0.521	0.516	1.679	11,246.599609	1,837,750,016	1,558,750
A	2004-12-03	-0.004	-0.009	6,925,727.5	485,605,120	0.537	0.541	1.543	11,756.5	1,833,812,480	1,948,000
A	2004-12-10	-0.014	-0.01	6,925,727.5	485,605,728	0.537	0.552	1.152	11,504	1,829,874,944	1,718,800
A	2004-12-17	0.009	0.023	6,925,727.5	485,604,512	0.537	0.528	1.522	11,567.099609	1,825,937,536	2,035,600
A	2004-12-24	0.024	0.015	6,925,727.5	486,841,888	0.536	0.512	1.63	11,669.599609	1,822,000,000	1,544,500
A	2004-12-31	0.033	0.008	7,041,691	486,842,336	0.55	0.517	1.343	11,732.900391	1,807,090,944	1,466,800
A	2005-01-07	0.058	0.026	7,041,691	486,842,848	0.549	0.49	1.619	11,056.200195	1,792,181,760	2,404,400.25
A	2005-01-14	0.08	0.021	7,041,691	486,839,008	0.549	0.47	1.469	10,734.799805	1,777,272,704	2,425,999.75
A	2005-01-21	0.054	-0.026	7,041,691	486,839,456	0.549	0.495	1.409	10,613.099609	1,762,363,648	3,212,000
A	2005-01-28	0.097	0.043	7,041,691	486,839,392	0.549	0.452	1.752	10,520.599609	1,747,454,720	2,343,800
A	2005-02-04	0	-0.097	6,011,537	486,841,824	0.51	0.51	1.836	10,929.599609	1,732,545,408	1,978,599.875
A	2005-02-11	0.005	0.005	6,011,537	486,842,336	0.51	0.505	2.494	11,547.900391	1,717,636,352	2,202,200
A	2005-02-18	0.013	0.009	6,011,537	486,839,200	0.51	0.496	2.074	11,474.799805	1,702,727,296	3,450,200
A	2005-02-25	-0.008	-0.022	6,011,537	486,840,768	0.509	0.518	2.059	11,465.099609	1,687,818,240	3,099,250
A	2005-03-04	-0.004	0.004	5,984,165	486,839,488	0.482	0.486	1.454	11,737.700195	1,672,909,056	2,227,400
A	2005-03-11	-0.052	-0.048	5,984,165	491,165,376	0.479	0.531	1.672	11,463.799805	1,658,000,000	2,038,000
A	2005-03-18	-0.003	0.049	5,984,165	491,163,296	0.481	0.483	1.834	10,977.5	1,660,307,712	3,205,600
A	2005-03-25	0.016	0.018	5,984,165	491,163,200	0.481	0.465	1.892	11,105.200195	1,662,615,424	2,432,750
A	2005-04-01	0.004	-0.012	5,338,154	491,164,480	0.439	0.435	2.441	10,840	1,664,923,136	2,925,600
A	2005-04-08	-0.046	-0.05	5,338,154	491,165,152	0.439	0.485	2.398	10,496.200195	1,667,230,720	3,206,400
A	2005-04-15	-0.043	0.003	5,338,154	491,161,760	0.439	0.482	2.155	10,019.700195	1,669,538,432	2,693,000
A	2005-04-22	-0.049	-0.006	5,338,154	491,165,856	0.44	0.488	2.602	10,363.599609	1,671,846,144	2,261,800
A	2005-04-29	-0.05	-0.001	5,338,154	491,161,440	0.44	0.489	3.309	10,191.599609	1,674,153,856	2,077,600
A	2005-05-06	-0.074	-0.024	4,741,260	491,162,784	0.407	0.481	2.355	10,560	1,676,461,568	2,027,200
A	2005-05-13	-0.086	-0.012	4,741,260	491,164,192	0.408	0.494	2.311	10,800.700195	1,678,769,280	2,631,600.25
A	2005-05-20	-0.108	-0.022	4,741,260	491,161,888	0.408	0.516	3.37	11,498.099609	1,681,076,864	2,974,600
A	2005-05-27	-0.11	-0.003	4,741,260	491,162,720	0.407	0.518	2.062	11,743.700195	1,683,384,576	1,611,000.125
A	2005-06-03	0	0.111	6,407,256	491,163,776	0.439	0.439	2.121	11,817.400391	1,685,692,288	1,565,250
A	2005-06-10	-0.046	-0.046	6,407,256	491,355,104	0.439	0.485	1.868	12,038.200195	1,688,000,000	2,197,000
A	2005-06-17	-0.051	-0.006	6,407,256	491,356,480	0.439	0.49	2.133	12,170.900391	1,688,000,000	1,413,200
A	2005-06-24	-0.026	0.025	6,407,256	491,355,200	0.439	0.465	1.63	11,856.400391	1,688,000,000	1,753,200
A	2005-07-01	-0.04	-0.014	6,115,205	491,354,720	0.431	0.471	1.593	11,497.700195	1,688,000,000	1,808,199.875
A	2005-07-08	-0.089	-0.049	6,115,205	491,355,776	0.43	0.519	1.857	11,959.599609	1,688,000,000	1,983,250
A	2005-07-15	-0.082	0.007	6,115,205	491,356,192	0.43	0.512	2.062	12,608.200195	1,688,000,000	2,929,600
A	2005-07-22	-0.061	0.022	6,115,205	491,356,000	0.43	0.491	1.999	12,573.799805	1,688,000,000	1,783,000.125
A	2005-07-29	-0.044	0.017	6,115,205	491,356,704	0.43	0.474	1.979	12,893.200195	1,688,000,000	1,496,999.875
A	2005-08-05	-0.084	-0.041	5,362,440	491,356,768	0.417	0.501	2.266	12,711.400391	1,688,000,000	1,423,200
A	2005-08-12	-0.054	0.03	5,362,440	491,355,552	0.418	0.472	2.663	12,976.700195	1,688,000,000	2,084,600.125
A	2005-08-19	-0.097	-0.043	5,362,440	491,357,248	0.419	0.516	2.8	15,060.099609	1,688,000,000	8,490,400
A	2005-08-26	-0.101	-0.005	5,362,440	491,356,896	0.419	0.52	2.625	15,281.200195	1,688,000,000	5,159,000
A	2005-09-02	-0.109	-0.007	4,406,541	491,356,576	0.389	0.498	3.585	15,792.200195	1,688,000,000	3,210,600
A	2005-09-09	-0.117	-0.008	4,406,541	494,178,432	0.388	0.505	2.428	16,120.099609	1,688,000,000	3,047,500
A	2005-09-16	-0.122	-0.006	4,406,541	494,178,720	0.388	0.51	2.973	16,757.599609	1,604,684,160	4,758,000
A	2005-09-23	-0.139	-0.017	4,406,541	494,179,328	0.388	0.527	2.684	16,648.900391	1,521,368,448	3,416,600

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