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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	2001-11-30	-0.01	-0.034	5,788,882	457,073,696	0.587	0.597	2.106	12,464.400391	1,721,473,664	4,358,200
A	2001-12-07	-0.034	-0.024	5,788,882	457,071,328	0.587	0.621	2.27	13,780.700195	1,713,789,440	3,216,000
A	2001-12-14	-0.042	-0.008	5,788,882	457,072,512	0.588	0.629	2.287	13,177.400391	1,706,105,216	2,618,600
A	2001-12-21	-0.047	-0.005	5,788,882	457,073,344	0.588	0.634	1.916	12,775.200195	1,698,420,992	2,590,000.25
A	2001-12-28	0.002	0.049	5,788,882	457,074,240	0.588	0.586	2.155	13,232.299805	1,690,736,896	1,291,750
A	2002-01-04	0.17	0.168	15,078,255	457,071,424	0.77	0.599	0.684	14,982.799805	1,683,052,672	3,017,500
A	2002-01-11	0.196	0.026	15,078,255	457,071,488	0.77	0.574	0.69	14,187.5	1,675,368,448	2,215,000
A	2002-01-18	0.203	0.007	15,078,255	457,071,648	0.77	0.567	0.702	13,017.400391	1,667,684,224	2,004,800
A	2002-01-25	0.151	-0.052	15,078,255	463,695,808	0.768	0.617	0.641	13,475	1,660,000,000	1,622,750
A	2002-02-01	0.153	0.003	14,245,663	463,694,688	0.76	0.606	0.905	13,730	1,660,000,000	1,718,800
A	2002-02-08	0.171	0.017	14,245,663	463,695,168	0.76	0.589	0.817	12,046.799805	1,613,200,000	2,309,199.75
A	2002-02-15	0.137	-0.034	14,245,663	463,694,528	0.76	0.623	0.837	12,751.599609	1,566,400,000	2,148,800
A	2002-02-22	0.154	0.017	14,245,663	463,694,272	0.76	0.606	0.828	13,104	1,519,600,000	2,647,500
A	2002-03-01	0.165	0.011	14,245,663	463,695,040	0.76	0.595	0.719	15,297.299805	1,472,800,000	3,025,400
A	2002-03-08	0.084	-0.081	11,856,569	463,859,776	0.721	0.637	0.988	16,740.699219	1,426,000,000	3,199,800
A	2002-03-15	0.11	0.025	11,856,569	463,859,520	0.722	0.612	1.005	17,306.599609	1,426,000,000	3,394,400
A	2002-03-22	0.08	-0.029	11,856,569	463,860,960	0.724	0.644	1.108	15,942.900391	1,426,000,000	2,661,800
A	2002-03-29	0.076	-0.004	11,856,569	463,858,688	0.725	0.648	1.129	16,216.5	1,426,000,000	2,741,250
A	2002-04-05	0.125	0.049	15,222,411	463,859,552	0.768	0.642	0.767	15,720.200195	1,426,000,000	2,736,800
A	2002-04-12	0.136	0.011	15,222,411	463,860,928	0.767	0.631	0.864	15,005.900391	1,426,000,000	2,700,600
A	2002-04-19	0.157	0.021	15,222,411	463,860,000	0.767	0.61	0.763	16,235.099609	1,426,000,000	3,379,599.75
A	2002-04-26	0.12	-0.037	15,222,411	463,858,496	0.768	0.647	0.81	13,897.200195	1,426,000,000	3,007,000
A	2002-05-03	0.108	-0.012	15,007,306	463,858,272	0.76	0.652	0.168	13,224.599609	1,426,000,000	2,524,600
A	2002-05-10	0.128	0.019	15,007,306	463,860,480	0.76	0.633	0.753	12,964.900391	1,426,000,000	2,593,200.25
A	2002-05-17	0.136	0.008	15,007,306	463,858,720	0.762	0.626	0.714	13,920.400391	1,426,000,000	2,647,600.25
A	2002-05-24	0.131	-0.005	15,007,306	463,860,832	0.762	0.631	0.855	12,663.400391	1,426,000,000	2,065,400.125
A	2002-05-31	0.112	-0.019	12,584,155	463,860,448	0.74	0.627	1.028	12,232	1,441,500,032	1,912,999.875
A	2002-06-07	0.105	-0.007	12,584,155	464,248,928	0.739	0.634	1.304	11,002.700195	1,456,999,936	1,879,800.125
A	2002-06-14	0.124	0.019	12,584,155	464,246,816	0.739	0.615	1.022	10,909.799805	1,452,285,696	3,007,200
A	2002-06-21	0.116	-0.008	12,584,155	464,248,768	0.74	0.624	0.925	11,123.400391	1,447,571,456	2,821,600
A	2002-06-28	0.101	-0.015	12,584,155	464,249,472	0.739	0.638	1.094	10,979.5	1,442,857,088	2,225,800
A	2002-07-05	0.094	-0.007	12,430,570	464,246,336	0.727	0.633	0.876	11,118.700195	1,438,142,848	2,477,250
A	2002-07-12	0.094	0	12,430,570	464,248,000	0.727	0.633	0.823	11,081.599609	1,433,428,608	2,447,600.25
A	2002-07-19	0.078	-0.016	12,430,570	464,245,760	0.726	0.648	1.031	9,633.099609	1,428,714,240	2,575,600.25
A	2002-07-26	0.082	0.004	12,430,570	464,246,112	0.725	0.644	0.935	8,036.100098	1,424,000,000	3,543,400
A	2002-08-02	0.075	-0.007	12,706,840	464,245,824	0.724	0.649	1.095	7,817.899902	1,419,285,760	2,368,000
A	2002-08-09	0.081	0.007	12,706,840	464,246,432	0.724	0.642	1.066	7,762.200195	1,414,571,392	1,624,199.875
A	2002-08-16	0.081	0	12,706,840	464,248,096	0.727	0.646	0.964	7,409.399902	1,409,857,152	2,347,599.75
A	2002-08-23	0.099	0.018	12,706,840	464,244,704	0.727	0.628	1.083	7,437.200195	1,405,142,912	3,516,600
A	2002-08-30	0.148	0.049	13,119,994	464,244,192	0.723	0.574	1.152	6,234.799805	1,400,428,544	3,609,000
A	2002-09-06	0.086	-0.063	13,119,994	464,247,360	0.724	0.638	0.879	6,569.100098	1,395,714,304	4,298,000
A	2002-09-13	0.067	-0.019	13,119,994	466,708,960	0.723	0.656	1.144	6,991.299805	1,391,000,064	2,979,800
A	2002-09-20	0.068	0	13,119,994	466,707,200	0.724	0.656	1.188	6,519.899902	1,415,642,880	2,725,199.75
A	2002-09-27	0.083	0.015	13,119,994	466,707,424	0.724	0.641	0.839	6,109.200195	1,440,285,696	2,693,400
A	2002-10-04	0.084	0.001	13,346,675	466,703,392	0.736	0.652	1.152	5,507.100098	1,464,928,512	2,473,999.75
A	2002-10-11	0.105	0.021	13,346,675	466,706,464	0.736	0.631	0.894	5,087.100098	1,489,571,456	3,593,999.75
A	2002-10-18	0.106	0.001	13,346,675	466,702,496	0.737	0.631	0.93	5,647.100098	1,514,214,272	2,723,599.75
A	2002-10-25	0.1	-0.006	13,346,675	466,707,904	0.737	0.637	0.836	6,039.200195	1,538,857,088	2,800,000
A	2002-11-01	0.096	-0.004	14,008,729	466,707,840	0.729	0.632	0.871	6,804.600098	1,563,500,032	2,421,400
A	2002-11-08	0.05	-0.046	14,008,729	466,704,608	0.729	0.678	0.85	6,557.200195	1,588,142,848	1,921,200
A	2002-11-15	0.08	0.03	14,008,729	466,702,880	0.73	0.649	0.997	6,440.5	1,612,785,664	1,783,800.125
A	2002-11-22	0.104	0.024	14,008,729	466,706,880	0.73	0.626	1.065	8,517.400391	1,637,428,608	5,826,000
A	2002-11-29	0.065	-0.039	14,008,729	466,707,872	0.73	0.665	0.905	9,058.799805	1,662,071,424	2,347,250
A	2002-12-06	0.058	-0.007	14,161,567	466,706,368	0.741	0.683	0.9	7,836	1,686,714,240	2,480,399.75
A	2002-12-13	0.074	0.016	14,161,567	466,703,456	0.741	0.667	1.189	8,027.299805	1,711,357,184	2,362,200
A	2002-12-20	0.008	-0.066	14,161,567	467,022,240	0.741	0.733	0.847	8,406.400391	1,736,000,000	1,977,400.125
A	2002-12-27	0.023	0.016	14,161,567	467,021,952	0.741	0.718	1.114	8,499.799805	1,708,999,936	1,543,500
A	2003-01-03	0.118	0.094	11,979,650	467,023,616	0.736	0.618	0.842	8,896.799805	1,682,000,000	1,775,250
A	2003-01-10	0.023	-0.095	11,979,650	467,025,120	0.737	0.714	1.077	9,293.799805	1,655,000,064	2,979,000
A	2003-01-17	-0.011	-0.034	11,979,650	467,024,928	0.738	0.749	0.869	8,429.799805	1,628,000,000	2,091,000.125
A	2003-01-24	0.012	0.023	11,979,650	467,023,936	0.738	0.725	1.004	7,799.299805	1,600,999,936	2,250,750
A	2003-01-31	-0.032	-0.044	12,086,296	467,026,688	0.733	0.764	0.817	7,696.600098	1,574,000,000	1,967,000.125
A	2003-02-07	-0.05	-0.019	12,086,296	467,021,824	0.733	0.783	1.181	5,347.399902	1,547,000,064	5,936,000
A	2003-02-14	-0.052	-0.002	12,086,296	467,021,632	0.733	0.785	1.039	5,833.100098	1,520,000,000	4,282,000
A	2003-02-21	-0.045	0.007	12,086,296	467,026,016	0.734	0.779	1.079	6,281.5	1,492,999,936	3,089,999.75
A	2003-02-28	-0.083	-0.038	12,086,296	467,022,720	0.734	0.817	1.12	6,164.700195	1,466,000,000	1,958,200.125
A	2003-03-07	0.032	0.115	11,758,097	467,027,616	0.705	0.674	0.973	6,253.5	1,439,000,064	1,780,999.875
A	2003-03-14	-0.054	-0.085	11,758,097	471,239,712	0.705	0.758	1.025	6,309.899902	1,412,000,000	1,975,399.875
A	2003-03-21	-0.016	0.038	11,758,097	471,243,232	0.705	0.721	1.287	6,974.399902	1,416,583,296	2,398,400
A	2003-03-28	0.004	0.019	11,758,097	471,242,816	0.706	0.702	0.996	6,559.700195	1,421,166,720	1,557,400.125
A	2003-04-04	0.027	0.023	13,006,014	471,239,552	0.718	0.691	0.835	6,767	1,425,750,016	1,822,800
A	2003-04-11	-0.052	-0.079	13,006,014	471,243,776	0.718	0.77	0.798	6,592.700195	1,430,333,312	1,704,199.875
A	2003-04-18	-0.016	0.036	13,006,014	471,244,992	0.718	0.734	1.097	7,040.399902	1,434,916,608	1,619,000.125
A	2003-04-25	-0.038	-0.022	13,006,014	471,241,984	0.718	0.756	0.937	7,360.799805	1,439,500,032	2,117,400
A	2003-05-02	-0.024	0.014	11,383,830	471,243,104	0.687	0.711	1.15	7,657.700195	1,444,083,328	1,765,799.875
A	2003-05-09	0.012	0.036	11,383,830	471,243,104	0.687	0.675	1.003	7,695.399902	1,448,666,624	2,218,800.25
A	2003-05-16	-0.013	-0.025	11,383,830	471,241,664	0.69	0.703	1.151	7,780.200195	1,453,250,048	1,993,799.875
A	2003-05-23	-0.038	-0.025	11,383,830	471,242,304	0.69	0.728	0.972	7,662.399902	1,457,833,344	2,674,400
A	2003-05-30	0.061	0.099	12,796,507	471,241,024	0.715	0.653	1.121	8,543.599609	1,462,416,640	2,596,750
A	2003-06-06	-0.032	-0.094	12,796,507	471,305,056	0.715	0.747	0.243	9,100.900391	1,467,000,064	3,111,800
A	2003-06-13	-0.082	-0.05	12,796,507	471,305,472	0.715	0.797	0.996	8,917.099609	1,469,500,160	1,919,000.125
A	2003-06-20	-0.034	0.048	12,796,507	471,306,400	0.715	0.749	0.903	8,983.099609	1,472,000,000	1,747,000.125
A	2003-06-27	-0.047	-0.013	12,796,507	471,304,352	0.715	0.762	0.848	9,214	1,474,499,968	2,158,200
A	2003-07-04	0.029	0.076	10,999,870	471,305,664	0.681	0.652	1.301	9,421.400391	1,476,999,936	2,634,250
A	2003-07-11	-0.037	-0.066	10,999,870	471,304,096	0.681	0.719	1.085	10,227.299805	1,479,500,032	2,550,799.75
A	2003-07-18	-0.032	0.006	10,999,870	471,304,128	0.681	0.713	1.575	10,010.5	1,482,000,000	3,202,600
A	2003-07-25	-0.019	0.012	10,999,870	471,302,368	0.682	0.701	1.014	10,241.400391	1,484,499,968	2,076,600.125
A	2003-08-01	0.058	0.078	14,078,457	471,303,968	0.727	0.669	0.724	10,156.599609	1,487,000,064	1,594,400
A	2003-08-08	-0	-0.058	14,078,457	471,304,960	0.728	0.728	0.797	9,751.299805	1,489,500,032	1,354,800
A	2003-08-15	0.101	0.102	14,078,457	471,303,936	0.73	0.629	0.915	10,265	1,492,000,000	1,007,000
A	2003-08-22	0.051	-0.051	14,078,457	471,304,032	0.73	0.679	1.124	11,457.400391	1,494,499,968	3,346,200
A	2003-08-29	0.091	0.04	14,078,457	471,303,424	0.73	0.639	0.831	11,462.099609	1,496,999,936	2,219,000
A	2003-09-05	0.098	0.008	13,194,515	471,305,888	0.725	0.627	0.868	12,018.299805	1,499,500,032	3,589,250
A	2003-09-12	0.032	-0.066	13,194,515	475,506,624	0.723	0.691	0.652	11,873.400391	1,502,000,000	2,558,400
A	2003-09-19	0.036	0.004	13,194,515	475,507,168	0.724	0.687	0.833	11,906.700195	1,513,533,312	2,400,200
A	2003-09-26	-0.013	-0.049	13,194,515	475,509,440	0.724	0.736	0.984	10,641.900391	1,525,066,624	2,050,800
A	2003-10-03	0.001	0.014	9,107,178	475,508,704	0.661	0.66	1.316	10,936.700195	1,536,600,064	2,288,200
A	2003-10-10	-0.035	-0.037	9,107,178	475,506,304	0.661	0.696	1.165	11,269.5	1,548,133,376	1,392,800
A	2003-10-17	0.016	0.051	9,107,178	475,508,800	0.661	0.645	1.262	11,402.700195	1,559,666,560	1,649,600
A	2003-10-24	-0.03	-0.046	9,107,178	475,509,344	0.661	0.691	1.464	10,970	1,571,200,000	1,284,199.875

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