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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	2001-11-30	-0.039	-0.055	5,788,882	457,073,696	0.587	0.626	2.043	12,464.400391	1,721,473,664	4,358,200
A	2001-12-07	-0.05	-0.012	5,788,882	457,071,328	0.587	0.638	2.226	13,780.700195	1,713,789,440	3,216,000
A	2001-12-14	-0.026	0.024	5,788,882	457,072,512	0.588	0.614	1.796	13,177.400391	1,706,105,216	2,618,600
A	2001-12-21	-0.035	-0.008	5,788,882	457,073,344	0.588	0.622	1.448	12,775.200195	1,698,420,992	2,590,000.25
A	2001-12-28	-0.016	0.018	5,788,882	457,074,240	0.588	0.604	1.711	13,232.299805	1,690,736,896	1,291,750
A	2002-01-04	0.196	0.212	15,078,255	457,071,424	0.769	0.573	0.765	14,982.799805	1,683,052,672	3,017,500
A	2002-01-11	0.171	-0.025	15,078,255	457,071,488	0.77	0.599	0.946	14,187.5	1,675,368,448	2,215,000
A	2002-01-18	0.138	-0.033	15,078,255	457,071,648	0.77	0.631	0.881	13,017.400391	1,667,684,224	2,004,800
A	2002-01-25	0.163	0.025	15,078,255	463,695,808	0.767	0.605	1.081	13,475	1,660,000,000	1,622,750
A	2002-02-01	0.135	-0.028	14,245,663	463,694,688	0.759	0.624	0.713	13,730	1,660,000,000	1,718,800
A	2002-02-08	0.168	0.033	14,245,663	463,695,168	0.759	0.591	0.915	12,046.799805	1,613,200,000	2,309,199.75
A	2002-02-15	0.12	-0.048	14,245,663	463,694,528	0.759	0.639	0.886	12,751.599609	1,566,400,000	2,148,800
A	2002-02-22	0.15	0.03	14,245,663	463,694,272	0.76	0.609	0.778	13,104	1,519,600,000	2,647,500
A	2002-03-01	0.129	-0.021	14,245,663	463,695,040	0.76	0.63	0.76	15,297.299805	1,472,800,000	3,025,400
A	2002-03-08	0.054	-0.075	11,856,569	463,859,776	0.72	0.666	1.002	16,740.699219	1,426,000,000	3,199,800
A	2002-03-15	0.076	0.022	11,856,569	463,859,520	0.721	0.645	1.129	17,306.599609	1,426,000,000	3,394,400
A	2002-03-22	0.074	-0.003	11,856,569	463,860,960	0.723	0.65	1.313	15,942.900391	1,426,000,000	2,661,800
A	2002-03-29	0.069	-0.004	11,856,569	463,858,688	0.724	0.655	1.15	16,216.5	1,426,000,000	2,741,250
A	2002-04-05	0.112	0.043	15,222,411	463,859,552	0.767	0.655	1.215	15,720.200195	1,426,000,000	2,736,800
A	2002-04-12	0.113	0.001	15,222,411	463,860,928	0.766	0.654	0.936	15,005.900391	1,426,000,000	2,700,600
A	2002-04-19	0.121	0.009	15,222,411	463,860,000	0.766	0.645	0.869	16,235.099609	1,426,000,000	3,379,599.75
A	2002-04-26	0.075	-0.046	15,222,411	463,858,496	0.767	0.692	0.873	13,897.200195	1,426,000,000	3,007,000
A	2002-05-03	0.084	0.01	15,007,306	463,858,272	0.759	0.675	0.87	13,224.599609	1,426,000,000	2,524,600
A	2002-05-10	0.107	0.022	15,007,306	463,860,480	0.76	0.653	0.688	12,964.900391	1,426,000,000	2,593,200.25
A	2002-05-17	0.093	-0.014	15,007,306	463,858,720	0.761	0.669	0.912	13,920.400391	1,426,000,000	2,647,600.25
A	2002-05-24	0.094	0.001	15,007,306	463,860,832	0.762	0.668	0.835	12,663.400391	1,426,000,000	2,065,400.125
A	2002-05-31	0.091	-0.003	12,584,155	463,860,448	0.74	0.649	0.838	12,232	1,441,500,032	1,912,999.875
A	2002-06-07	0.061	-0.03	12,584,155	464,248,928	0.739	0.678	0.907	11,002.700195	1,456,999,936	1,879,800.125
A	2002-06-14	0.07	0.009	12,584,155	464,246,816	0.739	0.669	0.928	10,909.799805	1,452,285,696	3,007,200
A	2002-06-21	0.069	-0.002	12,584,155	464,248,768	0.739	0.671	1.171	11,123.400391	1,447,571,456	2,821,600
A	2002-06-28	0.071	0.003	12,584,155	464,249,472	0.739	0.668	0.977	10,979.5	1,442,857,088	2,225,800
A	2002-07-05	0.066	-0.005	12,430,570	464,246,336	0.726	0.66	1.018	11,118.700195	1,438,142,848	2,477,250
A	2002-07-12	0.058	-0.008	12,430,570	464,248,000	0.726	0.668	0.197	11,081.599609	1,433,428,608	2,447,600.25
A	2002-07-19	0.055	-0.003	12,430,570	464,245,760	0.726	0.671	0.938	9,633.099609	1,428,714,240	2,575,600.25
A	2002-07-26	0.044	-0.011	12,430,570	464,246,112	0.725	0.681	1.05	8,036.100098	1,424,000,000	3,543,400
A	2002-08-02	0.059	0.014	12,706,840	464,245,824	0.723	0.665	0.939	7,817.899902	1,419,285,760	2,368,000
A	2002-08-09	0.052	-0.006	12,706,840	464,246,432	0.723	0.671	1.092	7,762.200195	1,414,571,392	1,624,199.875
A	2002-08-16	0.053	0.001	12,706,840	464,248,096	0.727	0.674	0.971	7,409.399902	1,409,857,152	2,347,599.75
A	2002-08-23	0.052	-0.001	12,706,840	464,244,704	0.727	0.675	0.891	7,437.200195	1,405,142,912	3,516,600
A	2002-08-30	0.113	0.06	13,119,994	464,244,192	0.723	0.61	0.948	6,234.799805	1,400,428,544	3,609,000
A	2002-09-06	0.05	-0.063	13,119,994	464,247,360	0.724	0.674	0.897	6,569.100098	1,395,714,304	4,298,000
A	2002-09-13	0.028	-0.021	13,119,994	466,708,960	0.723	0.695	1.15	6,991.299805	1,391,000,064	2,979,800
A	2002-09-20	0.039	0.011	13,119,994	466,707,200	0.724	0.685	0.791	6,519.899902	1,415,642,880	2,725,199.75
A	2002-09-27	0.066	0.027	13,119,994	466,707,424	0.724	0.658	1.268	6,109.200195	1,440,285,696	2,693,400
A	2002-10-04	0.065	-0.001	13,346,675	466,703,392	0.736	0.671	0.858	5,507.100098	1,464,928,512	2,473,999.75
A	2002-10-11	0.066	0.001	13,346,675	466,706,464	0.736	0.67	1.01	5,087.100098	1,489,571,456	3,593,999.75
A	2002-10-18	0.082	0.016	13,346,675	466,702,496	0.737	0.655	0.746	5,647.100098	1,514,214,272	2,723,599.75
A	2002-10-25	0.047	-0.035	13,346,675	466,707,904	0.737	0.69	0.772	6,039.200195	1,538,857,088	2,800,000
A	2002-11-01	0.079	0.032	14,008,729	466,707,840	0.728	0.649	0.708	6,804.600098	1,563,500,032	2,421,400
A	2002-11-08	0.035	-0.044	14,008,729	466,704,608	0.728	0.693	0.688	6,557.200195	1,588,142,848	1,921,200
A	2002-11-15	0.072	0.037	14,008,729	466,702,880	0.729	0.657	1.141	6,440.5	1,612,785,664	1,783,800.125
A	2002-11-22	0.05	-0.022	14,008,729	466,706,880	0.73	0.68	0.951	8,517.400391	1,637,428,608	5,826,000
A	2002-11-29	0.045	-0.005	14,008,729	466,707,872	0.73	0.685	0.859	9,058.799805	1,662,071,424	2,347,250
A	2002-12-06	0.044	-0.001	14,161,567	466,706,368	0.741	0.697	1.002	7,836	1,686,714,240	2,480,399.75
A	2002-12-13	0.04	-0.003	14,161,567	466,703,456	0.741	0.701	1.15	8,027.299805	1,711,357,184	2,362,200
A	2002-12-20	0.009	-0.032	14,161,567	467,022,240	0.741	0.732	0.987	8,406.400391	1,736,000,000	1,977,400.125
A	2002-12-27	0.002	-0.006	14,161,567	467,021,952	0.741	0.739	0.777	8,499.799805	1,708,999,936	1,543,500
A	2003-01-03	0.079	0.077	11,979,650	467,023,616	0.736	0.657	0.979	8,896.799805	1,682,000,000	1,775,250
A	2003-01-10	-0.028	-0.108	11,979,650	467,025,120	0.736	0.765	0.918	9,293.799805	1,655,000,064	2,979,000
A	2003-01-17	-0.05	-0.022	11,979,650	467,024,928	0.737	0.788	0.837	8,429.799805	1,628,000,000	2,091,000.125
A	2003-01-24	-0.022	0.028	11,979,650	467,023,936	0.737	0.76	1.315	7,799.299805	1,600,999,936	2,250,750
A	2003-01-31	-0.026	-0.004	12,086,296	467,026,688	0.733	0.758	0.989	7,696.600098	1,574,000,000	1,967,000.125
A	2003-02-07	-0.054	-0.029	12,086,296	467,021,824	0.733	0.787	1.09	5,347.399902	1,547,000,064	5,936,000
A	2003-02-14	-0.056	-0.002	12,086,296	467,021,632	0.733	0.789	0.991	5,833.100098	1,520,000,000	4,282,000
A	2003-02-21	-0.06	-0.004	12,086,296	467,026,016	0.733	0.794	1.295	6,281.5	1,492,999,936	3,089,999.75
A	2003-02-28	-0.059	0.001	12,086,296	467,022,720	0.734	0.794	1.062	6,164.700195	1,466,000,000	1,958,200.125
A	2003-03-07	-0.001	0.059	11,758,097	467,027,616	0.706	0.706	0.919	6,253.5	1,439,000,064	1,780,999.875
A	2003-03-14	-0.028	-0.027	11,758,097	471,239,712	0.705	0.733	1.469	6,309.899902	1,412,000,000	1,975,399.875
A	2003-03-21	-0.043	-0.015	11,758,097	471,243,232	0.706	0.749	1.124	6,974.399902	1,416,583,296	2,398,400
A	2003-03-28	-0.029	0.014	11,758,097	471,242,816	0.706	0.735	0.809	6,559.700195	1,421,166,720	1,557,400.125
A	2003-04-04	0.018	0.047	13,006,014	471,239,552	0.719	0.701	0.899	6,767	1,425,750,016	1,822,800
A	2003-04-11	-0.06	-0.078	13,006,014	471,243,776	0.719	0.779	0.695	6,592.700195	1,430,333,312	1,704,199.875
A	2003-04-18	-0.042	0.018	13,006,014	471,244,992	0.719	0.761	0.667	7,040.399902	1,434,916,608	1,619,000.125
A	2003-04-25	-0.027	0.015	13,006,014	471,241,984	0.719	0.746	0.743	7,360.799805	1,439,500,032	2,117,400
A	2003-05-02	-0.072	-0.045	11,383,830	471,243,104	0.688	0.76	1.044	7,657.700195	1,444,083,328	1,765,799.875
A	2003-05-09	-0.055	0.018	11,383,830	471,243,104	0.688	0.742	1.09	7,695.399902	1,448,666,624	2,218,800.25
A	2003-05-16	-0.045	0.01	11,383,830	471,241,664	0.691	0.735	1.213	7,780.200195	1,453,250,048	1,993,799.875
A	2003-05-23	-0.059	-0.014	11,383,830	471,242,304	0.691	0.75	1.106	7,662.399902	1,457,833,344	2,674,400
A	2003-05-30	0.019	0.078	12,796,507	471,241,024	0.715	0.695	1.041	8,543.599609	1,462,416,640	2,596,750
A	2003-06-06	-0.072	-0.091	12,796,507	471,305,056	0.715	0.786	0.971	9,100.900391	1,467,000,064	3,111,800
A	2003-06-13	-0.067	0.005	12,796,507	471,305,472	0.715	0.782	1.099	8,917.099609	1,469,500,160	1,919,000.125
A	2003-06-20	-0.051	0.016	12,796,507	471,306,400	0.715	0.766	0.744	8,983.099609	1,472,000,000	1,747,000.125
A	2003-06-27	-0.063	-0.012	12,796,507	471,304,352	0.715	0.778	1.048	9,214	1,474,499,968	2,158,200
A	2003-07-04	-0.04	0.024	10,999,870	471,305,664	0.681	0.721	0.875	9,421.400391	1,476,999,936	2,634,250
A	2003-07-11	-0.069	-0.03	10,999,870	471,304,096	0.681	0.75	1.27	10,227.299805	1,479,500,032	2,550,799.75
A	2003-07-18	-0.075	-0.006	10,999,870	471,304,128	0.681	0.756	1.122	10,010.5	1,482,000,000	3,202,600
A	2003-07-25	-0.058	0.017	10,999,870	471,302,368	0.682	0.739	1.164	10,241.400391	1,484,499,968	2,076,600.125
A	2003-08-01	0.011	0.069	14,078,457	471,303,968	0.728	0.716	0.8	10,156.599609	1,487,000,064	1,594,400
A	2003-08-08	-0.02	-0.032	14,078,457	471,304,960	0.728	0.749	0.924	9,751.299805	1,489,500,032	1,354,800
A	2003-08-15	0.066	0.086	14,078,457	471,303,936	0.73	0.664	0.775	10,265	1,492,000,000	1,007,000
A	2003-08-22	0.006	-0.06	14,078,457	471,304,032	0.73	0.724	0.982	11,457.400391	1,494,499,968	3,346,200
A	2003-08-29	0.038	0.032	14,078,457	471,303,424	0.73	0.692	0.791	11,462.099609	1,496,999,936	2,219,000
A	2003-09-05	0.032	-0.006	13,194,515	471,305,888	0.726	0.694	0.843	12,018.299805	1,499,500,032	3,589,250
A	2003-09-12	-0.044	-0.076	13,194,515	475,506,624	0.723	0.767	0.928	11,873.400391	1,502,000,000	2,558,400
A	2003-09-19	-0.006	0.038	13,194,515	475,507,168	0.724	0.73	0.817	11,906.700195	1,513,533,312	2,400,200
A	2003-09-26	-0.042	-0.037	13,194,515	475,509,440	0.724	0.766	0.88	10,641.900391	1,525,066,624	2,050,800
A	2003-10-03	-0.073	-0.031	9,107,178	475,508,704	0.662	0.735	1.591	10,936.700195	1,536,600,064	2,288,200
A	2003-10-10	-0.067	0.006	9,107,178	475,506,304	0.661	0.728	1.203	11,269.5	1,548,133,376	1,392,800
A	2003-10-17	0.023	0.09	9,107,178	475,508,800	0.661	0.639	1.381	11,402.700195	1,559,666,560	1,649,600
A	2003-10-24	-0.058	-0.081	9,107,178	475,509,344	0.661	0.72	1.336	10,970	1,571,200,000	1,284,199.875

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