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paperswithbacktest
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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
A	2011-07-01	-0.086	0.087	4,629,111	348,044,256	0.367	0.453	2.495	18,098.300781	1,680,230,784	3,233,600
A	2011-07-08	-0.145	-0.059	4,629,111	348,045,024	0.367	0.512	2.142	17,482.300781	1,681,307,648	3,686,750
A	2011-07-15	-0.089	0.056	5,423,918	348,045,856	0.38	0.469	2.436	16,386	1,682,384,640	3,981,600
A	2011-07-22	-0.134	-0.045	5,423,918	348,044,384	0.38	0.514	2.848	16,319.799805	1,683,461,504	4,065,200.25
A	2011-07-29	-0.102	0.032	5,423,918	348,045,536	0.38	0.482	2.287	14,673.599609	1,684,538,496	4,969,000
A	2011-08-05	-0.171	-0.069	4,360,611	348,045,888	0.352	0.523	3.905	12,735	1,685,615,360	6,244,600
A	2011-08-12	-0.19	-0.019	4,360,611	348,044,736	0.352	0.542	3.441	12,602.700195	1,686,692,352	9,062,800
A	2011-08-19	-0.2	-0.011	3,624,176.25	348,043,776	0.329	0.529	3.962	10,817.200195	1,687,769,216	6,465,800
A	2011-08-26	-0.206	-0.006	3,624,176.25	348,044,160	0.329	0.535	3.433	12,136.299805	1,688,846,208	7,029,400
A	2011-09-02	-0.208	-0.002	4,025,425	348,046,464	0.335	0.543	2.98	11,972.799805	1,689,923,072	5,511,000
A	2011-09-09	-0.218	-0.009	4,025,425	347,215,200	0.335	0.553	3.679	11,583.099609	1,691,000,064	6,147,750
A	2011-09-16	-0.212	0.006	4,265,568	347,213,952	0.335	0.547	2.804	12,624.700195	1,693,642,880	5,506,600
A	2011-09-23	-0.19	0.022	4,265,568	347,215,904	0.336	0.526	3.207	10,999.799805	1,696,285,696	5,854,400
A	2011-09-30	-0.181	0.009	5,258,096	347,212,800	0.355	0.536	2.173	10,850.400391	1,698,928,512	4,771,200
A	2011-10-07	-0.158	0.023	5,258,096	347,213,856	0.355	0.513	2.966	10,892.099609	1,701,571,456	5,720,800.5
A	2011-10-14	-0.171	-0.013	5,258,096	347,213,536	0.355	0.526	2.841	11,576.099609	1,704,214,272	5,927,400
A	2011-10-21	-0.224	-0.053	4,136,443	347,212,928	0.33	0.554	3.142	12,246.200195	1,706,857,088	4,734,800
A	2011-10-28	-0.216	0.008	4,136,443	347,214,464	0.33	0.546	3.764	14,197.599609	1,709,500,032	6,569,600
A	2011-11-04	-0.186	0.03	4,498,390	347,214,848	0.339	0.525	3.67	12,815.700195	1,712,142,848	5,384,000
A	2011-11-11	-0.2	-0.015	4,498,390	347,213,024	0.339	0.539	2.529	13,006.599609	1,714,785,664	4,368,200
A	2011-11-18	-0.194	0.006	4,352,707	347,215,424	0.343	0.537	3.613	12,781	1,717,428,608	4,677,000
A	2011-11-25	-0.213	-0.018	4,352,707	347,215,456	0.343	0.556	3.079	11,746.299805	1,720,071,424	3,300,000
A	2011-12-02	-0.128	0.085	4,443,940	347,214,368	0.35	0.478	3.15	12,763.599609	1,722,714,240	3,183,600.25
A	2011-12-09	-0.163	-0.035	4,443,940	347,214,816	0.35	0.513	3.052	12,267.099609	1,725,357,184	3,127,800
A	2011-12-16	-0.161	0.002	4,486,622	348,126,144	0.344	0.505	3.187	11,648.299805	1,728,000,000	3,313,000
A	2011-12-23	-0.153	0.008	4,486,622	348,124,992	0.344	0.496	3.822	12,309.700195	1,720,249,984	2,638,400
A	2011-12-30	-0.181	-0.028	2,984,666	348,124,832	0.3	0.481	3.275	12,160	1,712,499,968	1,631,000.125
A	2012-01-06	-0.198	-0.017	2,984,666	348,125,664	0.3	0.498	4.414	13,019.900391	1,704,749,952	3,641,500
A	2012-01-13	-0.209	-0.011	2,984,666	348,125,952	0.3	0.509	3.569	13,597.799805	1,696,999,936	3,126,200
A	2012-01-20	-0.18	0.029	2,790,877	348,124,384	0.298	0.478	5.554	14,273.099609	1,689,250,048	3,581,750
A	2012-01-27	-0.214	-0.034	2,790,877	348,125,568	0.298	0.512	4.895	14,858	1,681,500,032	4,345,200
A	2012-02-03	-0.123	0.091	4,097,998	348,124,992	0.345	0.468	2.818	15,763.099609	1,673,750,016	3,229,400
A	2012-02-10	-0.145	-0.022	4,097,998	348,124,160	0.345	0.49	3.44	15,366.200195	1,666,000,000	2,517,800
A	2012-02-17	-0.107	0.039	3,632,520	348,124,704	0.338	0.444	4.285	15,018.099609	1,658,249,984	3,938,800.25
A	2012-02-24	-0.14	-0.033	3,632,520	348,124,128	0.338	0.478	3.046	14,976.299805	1,650,499,968	2,661,250
A	2012-03-02	-0.111	0.029	4,304,141	348,124,416	0.363	0.474	2.432	15,220	1,642,750,080	2,334,400
A	2012-03-09	-0.131	-0.02	4,304,141	347,625,152	0.364	0.495	2.525	15,486.700195	1,635,000,064	3,541,199.75
A	2012-03-16	-0.072	0.058	4,494,548	347,626,080	0.37	0.442	2.469	15,858.700195	1,642,538,496	2,425,200.25
A	2012-03-23	-0.09	-0.018	4,494,548	347,625,280	0.37	0.46	3.227	15,399.799805	1,650,076,928	2,432,399.75
A	2012-03-30	-0.047	0.043	5,034,053	347,625,280	0.388	0.434	2.39	15,472.799805	1,657,615,360	2,993,999.75
A	2012-04-06	-0.101	-0.054	5,034,053	347,625,632	0.388	0.488	3.129	15,563.200195	1,665,153,792	3,092,250
A	2012-04-13	-0.061	0.04	5,034,053	347,625,504	0.388	0.449	2.293	14,683.700195	1,672,692,352	2,885,000
A	2012-04-20	-0.09	-0.029	4,748,284	347,624,736	0.387	0.477	3.438	14,635	1,680,230,784	2,194,200
A	2012-04-27	-0.081	0.009	4,748,284	347,624,544	0.386	0.467	2.718	14,794.900391	1,687,769,216	3,779,800
A	2012-05-04	-0.081	-0.001	5,643,367	347,624,960	0.413	0.494	2.414	14,256.099609	1,695,307,648	2,151,200
A	2012-05-11	-0.075	0.006	5,643,367	347,624,832	0.414	0.489	2.375	13,713.799805	1,702,846,208	3,487,000
A	2012-05-18	-0.108	-0.033	5,494,372	347,624,576	0.405	0.513	2.59	13,463.5	1,710,384,640	4,921,800
A	2012-05-25	-0.086	0.022	5,494,372	347,624,960	0.405	0.491	1.79	14,256.099609	1,717,923,072	3,020,600
A	2012-06-01	-0.059	0.027	4,361,789	347,624,256	0.357	0.416	3.049	13,286.200195	1,725,461,504	4,195,250
A	2012-06-08	-0.133	-0.074	4,361,789	347,500,000	0.357	0.49	2.889	13,761	1,732,999,936	4,028,800
A	2012-06-15	-0.05	0.083	4,451,352	347,500,640	0.349	0.399	3.009	13,903.5	1,732,230,784	2,220,200
A	2012-06-22	-0.14	-0.09	4,451,352	347,501,920	0.349	0.489	2.574	13,563	1,731,461,504	3,127,200
A	2012-06-29	-0.096	0.043	4,451,352	347,500,000	0.348	0.444	2.604	13,635.900391	1,730,692,352	2,338,400
A	2012-07-06	-0.081	0.016	5,188,327	347,500,640	0.371	0.451	2.324	13,194.599609	1,729,923,072	1,912,750
A	2012-07-13	-0.082	-0.001	5,188,327	347,500,000	0.37	0.453	2.032	12,871.400391	1,729,153,792	2,536,399.75
A	2012-07-20	-0.123	-0.041	4,940,218	347,499,968	0.351	0.474	2.522	13,052.099609	1,728,384,640	2,117,000
A	2012-07-27	-0.101	0.022	4,940,218	347,501,344	0.352	0.452	2.601	13,184.200195	1,727,615,360	2,755,000
A	2012-08-03	-0.053	0.048	5,185,833	347,501,888	0.365	0.418	2.494	13,590.799805	1,726,846,208	2,282,600
A	2012-08-10	-0.08	-0.028	5,185,833	347,500,640	0.367	0.448	1.969	14,084.200195	1,726,076,928	2,059,000.125
A	2012-08-17	-0.112	-0.031	4,279,429	347,501,344	0.336	0.448	3.343	12,934	1,725,307,648	4,973,400
A	2012-08-24	-0.138	-0.026	4,279,429	347,500,672	0.336	0.474	3.241	13,152.900391	1,724,538,496	4,220,400
A	2012-08-31	-0.129	0.009	4,180,827	347,500,000	0.336	0.465	2.895	12,913.099609	1,723,769,216	3,551,600.25
A	2012-09-07	-0.159	-0.03	4,180,827	348,443,552	0.335	0.494	2.815	13,387.200195	1,723,000,064	4,174,750
A	2012-09-14	-0.161	-0.002	4,180,827	348,441,984	0.335	0.497	3.657	13,843.599609	1,725,933,312	4,525,000
A	2012-09-21	-0.157	0.004	3,886,266	348,443,584	0.327	0.485	3.045	13,589.299805	1,728,866,688	3,631,400
A	2012-09-28	-0.138	0.019	3,886,266	348,442,112	0.327	0.465	3.115	13,397.599609	1,731,800,064	3,522,200
A	2012-10-05	-0.17	-0.032	3,431,008	348,443,104	0.305	0.475	3.035	13,540.5	1,734,733,312	3,658,200
A	2012-10-12	-0.157	0.013	3,431,008	348,444,352	0.304	0.462	5.238	12,969.099609	1,737,666,688	2,885,199.75
A	2012-10-19	-0.124	0.033	3,556,191	348,441,920	0.319	0.444	3.677	12,456.799805	1,740,600,064	3,862,600
A	2012-10-26	-0.14	-0.016	3,556,191	348,441,856	0.319	0.459	4.244	12,523	1,743,533,312	3,369,000
A	2012-11-02	-0.142	-0.002	3,493,183	348,443,264	0.321	0.463	3.338	12,892.400391	1,746,466,688	3,320,000
A	2012-11-09	-0.154	-0.011	3,493,183	348,442,176	0.322	0.476	3.324	12,861	1,749,400,064	3,329,200.25
A	2012-11-16	-0.143	0.011	3,520,886	348,441,760	0.324	0.467	4.423	12,477.700195	1,752,333,312	4,122,600
A	2012-11-23	-0.169	-0.026	3,520,886	348,443,584	0.324	0.492	3.103	12,850.599609	1,755,266,688	5,473,000
A	2012-11-30	-0.165	0.003	3,763,899	348,443,456	0.327	0.492	3.252	13,341.900391	1,758,200,064	3,309,800
A	2012-12-07	-0.142	0.023	3,763,899	348,442,208	0.327	0.469	3.177	13,174.599609	1,761,133,312	3,145,000
A	2012-12-14	-0.154	-0.012	3,763,899	348,444,192	0.327	0.481	3.149	13,885.5	1,764,066,688	3,959,400
A	2012-12-21	-0.174	-0.021	3,625,445	347,934,240	0.317	0.491	3.347	14,282.700195	1,767,000,064	4,274,600
A	2012-12-28	-0.079	0.096	3,625,445	347,933,728	0.317	0.396	3.424	13,858.200195	1,759,090,944	2,005,250
A	2013-01-04	-0.12	-0.042	4,201,040	347,935,104	0.345	0.466	2.93	14,912.5	1,751,181,824	4,593,000
A	2013-01-11	-0.097	0.023	4,201,040	347,934,592	0.345	0.442	3.178	15,110.799805	1,743,272,704	3,145,999.75
A	2013-01-18	-0.033	0.064	4,959,323	347,934,304	0.405	0.438	2.153	15,361.299805	1,735,363,584	3,003,200
A	2013-01-25	-0.051	-0.018	4,959,323	347,935,520	0.405	0.456	2.807	15,758	1,727,454,592	2,804,500
A	2013-02-01	0.11	0.16	7,107,736	347,935,520	0.515	0.405	1.686	15,758	1,719,545,472	2,895,200
A	2013-02-08	0.073	-0.037	7,107,736	347,934,784	0.515	0.442	1.6	15,684.900391	1,711,636,352	2,670,799.75
A	2013-02-15	0.023	-0.05	6,488,162	347,933,760	0.491	0.468	2.277	14,700.200195	1,703,727,232	5,169,000
A	2013-02-22	0.01	-0.013	6,488,162	347,935,424	0.49	0.481	2.096	14,543.700195	1,695,818,240	3,689,000
A	2013-03-01	0.008	-0.002	6,488,162	347,934,656	0.492	0.484	1.952	14,588.900391	1,687,909,120	3,984,000
A	2013-03-08	-0.03	-0.038	5,238,848	347,160,128	0.432	0.462	1.586	14,938.299805	1,680,000,000	2,878,200
A	2013-03-15	-0.115	-0.085	4,036,750	347,158,816	0.356	0.471	3.108	14,931.299805	1,684,000,000	3,380,400.25
A	2013-03-22	-0.146	-0.031	4,036,750	347,158,784	0.356	0.502	2.679	14,320.299805	1,688,000,000	4,238,000
A	2013-03-29	-0.127	0.019	4,036,750	347,159,840	0.357	0.483	2.822	14,570.299805	1,692,000,000	2,707,000
A	2013-04-05	-0.174	-0.048	3,545,090	347,159,360	0.329	0.503	4.159	14,421	1,696,000,000	3,810,400
A	2013-04-12	-0.19	-0.015	2,964,762	347,159,776	0.301	0.49	4.739	15,535.400391	1,700,000,000	3,586,600
A	2013-04-19	-0.193	-0.004	2,964,762	347,159,520	0.301	0.494	4.122	14,580.700195	1,704,000,000	4,759,800
A	2013-04-26	-0.19	0.003	2,964,762	347,159,808	0.301	0.491	4.093	14,337.700195	1,708,000,000	3,256,800
A	2013-05-03	-0.162	0.028	3,076,460	347,160,064	0.306	0.468	3.884	14,424.5	1,712,000,000	3,379,200
A	2013-05-10	-0.169	-0.007	3,076,460	347,160,192	0.306	0.475	4.458	15,146.599609	1,716,000,000	3,256,800
A	2013-05-17	-0.127	0.043	4,366,569	347,159,744	0.367	0.494	3.154	15,816.599609	1,720,000,000	5,753,600
A	2013-05-24	-0.138	-0.011	4,366,569	347,159,456	0.367	0.505	3.162	15,827	1,724,000,000	4,228,600

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