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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	2011-07-01	-0.097	0.055	4,629,111	348,044,256	0.366	0.463	2.514	18,098.300781	1,680,230,784	3,233,600
A	2011-07-08	-0.131	-0.034	4,629,111	348,045,024	0.366	0.496	3.05	17,482.300781	1,681,307,648	3,686,750
A	2011-07-15	-0.072	0.059	5,423,918	348,045,856	0.379	0.451	2.58	16,386	1,682,384,640	3,981,600
A	2011-07-22	-0.123	-0.051	5,423,918	348,044,384	0.379	0.503	2.891	16,319.799805	1,683,461,504	4,065,200.25
A	2011-07-29	-0.104	0.02	5,423,918	348,045,536	0.379	0.483	2.84	14,673.599609	1,684,538,496	4,969,000
A	2011-08-05	-0.178	-0.075	4,360,611	348,045,888	0.351	0.529	3.06	12,735	1,685,615,360	6,244,600
A	2011-08-12	-0.215	-0.037	4,360,611	348,044,736	0.351	0.566	3.4	12,602.700195	1,686,692,352	9,062,800
A	2011-08-19	-0.221	-0.006	3,624,176.25	348,043,776	0.328	0.549	5.093	10,817.200195	1,687,769,216	6,465,800
A	2011-08-26	-0.215	0.006	3,624,176.25	348,044,160	0.328	0.543	4.023	12,136.299805	1,688,846,208	7,029,400
A	2011-09-02	-0.226	-0.011	4,025,425	348,046,464	0.333	0.559	3.811	11,972.799805	1,689,923,072	5,511,000
A	2011-09-09	-0.227	-0.001	4,025,425	347,215,200	0.334	0.561	3.693	11,583.099609	1,691,000,064	6,147,750
A	2011-09-16	-0.222	0.005	4,265,568	347,213,952	0.334	0.556	4.121	12,624.700195	1,693,642,880	5,506,600
A	2011-09-23	-0.233	-0.011	4,265,568	347,215,904	0.334	0.567	3.651	10,999.799805	1,696,285,696	5,854,400
A	2011-09-30	-0.198	0.035	5,258,096	347,212,800	0.354	0.552	2.195	10,850.400391	1,698,928,512	4,771,200
A	2011-10-07	-0.185	0.013	5,258,096	347,213,856	0.354	0.539	2.495	10,892.099609	1,701,571,456	5,720,800.5
A	2011-10-14	-0.195	-0.01	5,258,096	347,213,536	0.354	0.55	2.554	11,576.099609	1,704,214,272	5,927,400
A	2011-10-21	-0.237	-0.042	4,136,443	347,212,928	0.329	0.566	3.541	12,246.200195	1,706,857,088	4,734,800
A	2011-10-28	-0.22	0.017	4,136,443	347,214,464	0.329	0.549	4.349	14,197.599609	1,709,500,032	6,569,600
A	2011-11-04	-0.191	0.03	4,498,390	347,214,848	0.338	0.528	3.718	12,815.700195	1,712,142,848	5,384,000
A	2011-11-11	-0.204	-0.014	4,498,390	347,213,024	0.338	0.542	2.752	13,006.599609	1,714,785,664	4,368,200
A	2011-11-18	-0.204	0	4,352,707	347,215,424	0.342	0.546	2.636	12,781	1,717,428,608	4,677,000
A	2011-11-25	-0.218	-0.014	4,352,707	347,215,456	0.342	0.56	3.921	11,746.299805	1,720,071,424	3,300,000
A	2011-12-02	-0.125	0.093	4,443,940	347,214,368	0.349	0.474	2.911	12,763.599609	1,722,714,240	3,183,600.25
A	2011-12-09	-0.164	-0.039	4,443,940	347,214,816	0.349	0.512	2.724	12,267.099609	1,725,357,184	3,127,800
A	2011-12-16	-0.16	0.004	4,486,622	348,126,144	0.343	0.502	2.617	11,648.299805	1,728,000,000	3,313,000
A	2011-12-23	-0.133	0.027	4,486,622	348,124,992	0.343	0.475	2.645	12,309.700195	1,720,249,984	2,638,400
A	2011-12-30	-0.186	-0.053	2,984,666	348,124,832	0.299	0.485	3.1	12,160	1,712,499,968	1,631,000.125
A	2012-01-06	-0.203	-0.017	2,984,666	348,125,664	0.299	0.502	3.635	13,019.900391	1,704,749,952	3,641,500
A	2012-01-13	-0.198	0.006	2,984,666	348,125,952	0.299	0.496	3.463	13,597.799805	1,696,999,936	3,126,200
A	2012-01-20	-0.178	0.02	2,790,877	348,124,384	0.297	0.475	4.935	14,273.099609	1,689,250,048	3,581,750
A	2012-01-27	-0.222	-0.045	2,790,877	348,125,568	0.297	0.52	4.511	14,858	1,681,500,032	4,345,200
A	2012-02-03	-0.118	0.104	4,097,998	348,124,992	0.344	0.462	2.282	15,763.099609	1,673,750,016	3,229,400
A	2012-02-10	-0.146	-0.028	4,097,998	348,124,160	0.344	0.49	2.58	15,366.200195	1,666,000,000	2,517,800
A	2012-02-17	-0.105	0.041	3,632,520	348,124,704	0.337	0.441	4.637	15,018.099609	1,658,249,984	3,938,800.25
A	2012-02-24	-0.141	-0.037	3,632,520	348,124,128	0.337	0.479	2.768	14,976.299805	1,650,499,968	2,661,250
A	2012-03-02	-0.112	0.03	4,304,141	348,124,416	0.362	0.474	2.854	15,220	1,642,750,080	2,334,400
A	2012-03-09	-0.136	-0.024	4,304,141	347,625,152	0.363	0.499	3.007	15,486.700195	1,635,000,064	3,541,199.75
A	2012-03-16	-0.059	0.077	4,494,548	347,626,080	0.369	0.428	2.049	15,858.700195	1,642,538,496	2,425,200.25
A	2012-03-23	-0.079	-0.02	4,494,548	347,625,280	0.369	0.447	3.529	15,399.799805	1,650,076,928	2,432,399.75
A	2012-03-30	-0.044	0.035	5,034,053	347,625,280	0.387	0.43	2.973	15,472.799805	1,657,615,360	2,993,999.75
A	2012-04-06	-0.091	-0.048	5,034,053	347,625,632	0.387	0.478	2.706	15,563.200195	1,665,153,792	3,092,250
A	2012-04-13	-0.075	0.016	5,034,053	347,625,504	0.387	0.462	1.949	14,683.700195	1,672,692,352	2,885,000
A	2012-04-20	-0.094	-0.019	4,748,284	347,624,736	0.386	0.48	2.449	14,635	1,680,230,784	2,194,200
A	2012-04-27	-0.086	0.008	4,748,284	347,624,544	0.385	0.471	2.536	14,794.900391	1,687,769,216	3,779,800
A	2012-05-04	-0.061	0.025	5,643,367	347,624,960	0.412	0.473	2.412	14,256.099609	1,695,307,648	2,151,200
A	2012-05-11	-0.066	-0.005	5,643,367	347,624,832	0.413	0.479	2.434	13,713.799805	1,702,846,208	3,487,000
A	2012-05-18	-0.094	-0.028	5,494,372	347,624,576	0.404	0.497	2.484	13,463.5	1,710,384,640	4,921,800
A	2012-05-25	-0.065	0.028	5,494,372	347,624,960	0.404	0.469	2.33	14,256.099609	1,717,923,072	3,020,600
A	2012-06-01	-0.076	-0.01	4,361,789	347,624,256	0.355	0.431	0.962	13,286.200195	1,725,461,504	4,195,250
A	2012-06-08	-0.138	-0.062	4,361,789	347,500,000	0.356	0.493	2.897	13,761	1,732,999,936	4,028,800
A	2012-06-15	-0.048	0.09	4,451,352	347,500,640	0.348	0.396	2.233	13,903.5	1,732,230,784	2,220,200
A	2012-06-22	-0.152	-0.104	4,451,352	347,501,920	0.347	0.5	3.742	13,563	1,731,461,504	3,127,200
A	2012-06-29	-0.086	0.066	4,451,352	347,500,000	0.347	0.433	2.414	13,635.900391	1,730,692,352	2,338,400
A	2012-07-06	-0.084	0.002	5,188,327	347,500,640	0.37	0.454	2.183	13,194.599609	1,729,923,072	1,912,750
A	2012-07-13	-0.09	-0.006	5,188,327	347,500,000	0.369	0.46	2.98	12,871.400391	1,729,153,792	2,536,399.75
A	2012-07-20	-0.111	-0.021	4,940,218	347,499,968	0.35	0.462	2.116	13,052.099609	1,728,384,640	2,117,000
A	2012-07-27	-0.096	0.016	4,940,218	347,501,344	0.351	0.447	2.315	13,184.200195	1,727,615,360	2,755,000
A	2012-08-03	-0.043	0.053	5,185,833	347,501,888	0.364	0.407	2.673	13,590.799805	1,726,846,208	2,282,600
A	2012-08-10	-0.069	-0.026	5,185,833	347,500,640	0.366	0.435	2.561	14,084.200195	1,726,076,928	2,059,000.125
A	2012-08-17	-0.092	-0.023	4,279,429	347,501,344	0.335	0.427	3.928	12,934	1,725,307,648	4,973,400
A	2012-08-24	-0.135	-0.043	4,279,429	347,500,672	0.335	0.47	3.004	13,152.900391	1,724,538,496	4,220,400
A	2012-08-31	-0.119	0.016	4,180,827	347,500,000	0.335	0.454	2.478	12,913.099609	1,723,769,216	3,551,600.25
A	2012-09-07	-0.146	-0.027	4,180,827	348,443,552	0.334	0.48	3.517	13,387.200195	1,723,000,064	4,174,750
A	2012-09-14	-0.124	0.023	4,180,827	348,441,984	0.335	0.458	2.943	13,843.599609	1,725,933,312	4,525,000
A	2012-09-21	-0.139	-0.015	3,886,266	348,443,584	0.326	0.465	3.097	13,589.299805	1,728,866,688	3,631,400
A	2012-09-28	-0.113	0.026	3,886,266	348,442,112	0.326	0.439	3.293	13,397.599609	1,731,800,064	3,522,200
A	2012-10-05	-0.174	-0.062	3,431,008	348,443,104	0.304	0.478	4.244	13,540.5	1,734,733,312	3,658,200
A	2012-10-12	-0.168	0.006	3,431,008	348,444,352	0.304	0.472	4.008	12,969.099609	1,737,666,688	2,885,199.75
A	2012-10-19	-0.121	0.047	3,556,191	348,441,920	0.319	0.439	4.622	12,456.799805	1,740,600,064	3,862,600
A	2012-10-26	-0.151	-0.03	3,556,191	348,441,856	0.318	0.469	4.208	12,523	1,743,533,312	3,369,000
A	2012-11-02	-0.136	0.015	3,493,183	348,443,264	0.32	0.456	3.233	12,892.400391	1,746,466,688	3,320,000
A	2012-11-09	-0.158	-0.023	3,493,183	348,442,176	0.322	0.48	4.082	12,861	1,749,400,064	3,329,200.25
A	2012-11-16	-0.166	-0.008	3,520,886	348,441,760	0.323	0.489	3.628	12,477.700195	1,752,333,312	4,122,600
A	2012-11-23	-0.183	-0.017	3,520,886	348,443,584	0.323	0.506	5.241	12,850.599609	1,755,266,688	5,473,000
A	2012-11-30	-0.135	0.048	3,763,899	348,443,456	0.326	0.461	3.863	13,341.900391	1,758,200,064	3,309,800
A	2012-12-07	-0.137	-0.002	3,763,899	348,442,208	0.326	0.464	3.038	13,174.599609	1,761,133,312	3,145,000
A	2012-12-14	-0.158	-0.021	3,763,899	348,444,192	0.327	0.485	3.367	13,885.5	1,764,066,688	3,959,400
A	2012-12-21	-0.164	-0.005	3,625,445	347,934,240	0.316	0.479	3.235	14,282.700195	1,767,000,064	4,274,600
A	2012-12-28	-0.062	0.102	3,625,445	347,933,728	0.316	0.378	3.142	13,858.200195	1,759,090,944	2,005,250
A	2013-01-04	-0.126	-0.064	4,201,040	347,935,104	0.344	0.47	3.363	14,912.5	1,751,181,824	4,593,000
A	2013-01-11	-0.097	0.029	4,201,040	347,934,592	0.344	0.442	4.183	15,110.799805	1,743,272,704	3,145,999.75
A	2013-01-18	-0.032	0.066	4,959,323	347,934,304	0.405	0.436	2.05	15,361.299805	1,735,363,584	3,003,200
A	2013-01-25	-0.053	-0.021	4,959,323	347,935,520	0.404	0.457	2.775	15,758	1,727,454,592	2,804,500
A	2013-02-01	0.123	0.176	7,107,736	347,935,520	0.515	0.392	1.682	15,758	1,719,545,472	2,895,200
A	2013-02-08	0.094	-0.029	7,107,736	347,934,784	0.515	0.421	1.751	15,684.900391	1,711,636,352	2,670,799.75
A	2013-02-15	0.023	-0.07	6,488,162	347,933,760	0.49	0.467	2.018	14,700.200195	1,703,727,232	5,169,000
A	2013-02-22	0.021	-0.002	6,488,162	347,935,424	0.49	0.469	1.625	14,543.700195	1,695,818,240	3,689,000
A	2013-03-01	0.017	-0.004	6,488,162	347,934,656	0.491	0.475	2.614	14,588.900391	1,687,909,120	3,984,000
A	2013-03-08	-0.044	-0.06	5,238,848	347,160,128	0.431	0.475	2.638	14,938.299805	1,680,000,000	2,878,200
A	2013-03-15	-0.122	-0.078	4,036,750	347,158,816	0.356	0.477	3.894	14,931.299805	1,684,000,000	3,380,400.25
A	2013-03-22	-0.125	-0.004	4,036,750	347,158,784	0.356	0.481	3.223	14,320.299805	1,688,000,000	4,238,000
A	2013-03-29	-0.114	0.012	4,036,750	347,159,840	0.356	0.47	3.118	14,570.299805	1,692,000,000	2,707,000
A	2013-04-05	-0.165	-0.052	3,545,090	347,159,360	0.328	0.493	3.937	14,421	1,696,000,000	3,810,400
A	2013-04-12	-0.188	-0.023	2,964,762	347,159,776	0.3	0.488	4.41	15,535.400391	1,700,000,000	3,586,600
A	2013-04-19	-0.182	0.006	2,964,762	347,159,520	0.3	0.483	4.503	14,580.700195	1,704,000,000	4,759,800
A	2013-04-26	-0.169	0.014	2,964,762	347,159,808	0.3	0.469	4.254	14,337.700195	1,708,000,000	3,256,800
A	2013-05-03	-0.147	0.022	3,076,460	347,160,064	0.305	0.452	4.427	14,424.5	1,712,000,000	3,379,200
A	2013-05-10	-0.151	-0.004	3,076,460	347,160,192	0.305	0.456	3.579	15,146.599609	1,716,000,000	3,256,800
A	2013-05-17	-0.117	0.034	4,366,569	347,159,744	0.367	0.484	3.249	15,816.599609	1,720,000,000	5,753,600
A	2013-05-24	-0.13	-0.013	4,366,569	347,159,456	0.366	0.497	3.136	15,827	1,724,000,000	4,228,600

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