Datasets:

paperswithbacktest
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Stocks-Weekly-ShortOverShorted

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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
AAP	2020-04-24	-0.142	-0.018	1,533,419	69,238,040	0.471	0.612	4.273	8,141.700195	2,517,799,424	875,200
AAP	2020-05-01	-0.098	0.044	1,694,128	69,238,360	0.492	0.589	2.67	8,072.5	2,562,820,096	748,000
AAP	2020-05-08	-0.092	0.005	1,694,128	69,238,288	0.493	0.585	2.21	8,644.400391	2,607,840,768	680,200
AAP	2020-05-15	-0.098	-0.005	1,691,705	69,238,464	0.487	0.584	2.913	8,728.200195	2,652,861,440	1,140,199.875
AAP	2020-05-22	-0.099	-0.001	1,691,705	69,100,992	0.487	0.585	5.598	9,223.599609	2,697,882,112	1,794,800
AAP	2020-05-29	-0.087	0.011	1,691,705	69,101,352	0.487	0.575	3.087	9,627.200195	2,682,766,336	1,005,500.0625
AAP	2020-06-05	-0.026	0.061	2,114,937	69,101,296	0.538	0.564	2.184	10,095.700195	2,667,650,816	665,400
AAP	2020-06-12	-0.045	-0.019	2,114,937	69,101,160	0.538	0.583	3.351	9,379.099609	2,652,535,296	825,600
AAP	2020-06-19	-0.034	0.011	1,957,825	69,101,448	0.52	0.555	3.622	10,012.799805	2,637,419,776	1,021,400
AAP	2020-06-26	-0.056	-0.021	1,957,825	69,101,368	0.521	0.577	3.571	9,673.5	2,622,304,256	1,214,800
AAP	2020-07-03	-0.037	0.018	1,937,330	69,101,096	0.524	0.561	3.581	9,801.299805	2,607,188,736	649,750
AAP	2020-07-10	-0.063	-0.025	1,937,330	69,101,528	0.523	0.586	2.908	9,290.700195	2,592,073,216	831,800
AAP	2020-07-17	0.001	0.063	2,425,717	69,101,200	0.562	0.562	2.204	10,010	2,576,957,696	874,800
AAP	2020-07-24	0.023	0.022	2,425,717	69,100,968	0.562	0.539	1.725	10,176.5	2,561,842,176	637,000
AAP	2020-07-31	0.022	0	2,572,367	69,101,512	0.58	0.557	2.038	10,374.900391	2,546,726,656	1,001,800
AAP	2020-08-07	0.043	0.021	2,572,367	69,101,136	0.581	0.538	2.366	10,501.299805	2,531,611,136	715,000
AAP	2020-08-14	0.047	0.004	2,572,367	69,101,216	0.584	0.537	2.637	10,963.599609	2,516,495,616	771,200
AAP	2020-08-21	-0.032	-0.079	1,928,427	69,139,072	0.522	0.554	3.209	10,793.299805	2,501,380,096	1,534,200.125
AAP	2020-08-28	-0.014	0.018	1,928,427	69,138,720	0.522	0.536	2.08	10,700.599609	2,504,759,040	564,600
AAP	2020-09-04	-0.04	-0.025	1,964,511	69,138,864	0.532	0.572	3.913	10,630.099609	2,508,137,984	738,600
AAP	2020-09-11	-0.017	0.023	1,964,511	69,139,016	0.532	0.549	2.012	10,688.200195	2,511,516,928	706,750
AAP	2020-09-18	-0.005	0.012	1,939,762	69,138,928	0.534	0.539	3.688	10,639.099609	2,514,895,872	628,800
AAP	2020-09-25	-0.023	-0.018	1,939,762	69,138,608	0.533	0.556	2.254	10,330	2,518,275,072	922,800
AAP	2020-10-02	-0.024	-0.001	1,881,114	69,138,904	0.523	0.547	3.224	10,751.099609	2,521,654,016	604,000
AAP	2020-10-09	-0.013	0.011	1,881,114	69,138,552	0.523	0.536	2.994	10,738.599609	2,525,032,960	740,400
AAP	2020-10-16	0.039	0.052	2,287,298	69,138,648	0.568	0.528	3.015	10,715.799805	2,528,411,904	645,800
AAP	2020-10-23	0.026	-0.014	2,287,298	69,138,440	0.567	0.541	3.108	10,697.099609	2,531,791,104	653,600
AAP	2020-10-30	0.056	0.031	2,375,290	69,139,056	0.579	0.523	2.739	10,182.799805	2,535,170,048	695,200
AAP	2020-11-06	0.046	-0.011	2,375,290	69,138,632	0.579	0.533	3.18	10,811.900391	2,538,548,992	784,000
AAP	2020-11-13	0.046	0	2,375,290	67,854,544	0.583	0.538	2.006	10,449.599609	2,541,927,936	1,378,200.125
AAP	2020-11-20	-0.017	-0.063	2,073,349	67,854,224	0.553	0.57	2.204	9,793.400391	2,530,141,440	1,260,199.875
AAP	2020-11-27	-0.049	-0.031	2,073,349	67,854,336	0.551	0.6	3.985	10,173.400391	2,518,354,944	863,250
AAP	2020-12-04	0.054	0.103	2,892,619	67,854,664	0.623	0.569	2.355	10,345.799805	2,506,568,704	1,062,600
AAP	2020-12-11	0.025	-0.029	2,892,619	67,854,240	0.623	0.598	2.563	10,697.900391	2,494,782,208	1,028,800
AAP	2020-12-18	0.074	0.049	3,305,471	67,854,240	0.644	0.57	1.637	10,856	2,482,995,712	1,214,800
AAP	2020-12-25	0.067	-0.007	3,305,471	67,854,752	0.643	0.576	1.13	10,902.900391	2,471,209,216	682,499.9375
AAP	2021-01-01	0.073	0.006	2,960,644	67,854,744	0.625	0.551	1.776	10,687.799805	2,459,422,720	697,000
AAP	2021-01-08	0.067	-0.007	2,960,644	67,854,288	0.625	0.558	1.993	11,539.299805	2,447,636,224	982,000
AAP	2021-01-15	0.04	-0.026	2,812,940	67,854,768	0.603	0.563	2.196	11,213	2,435,849,728	991,000
AAP	2021-01-22	0.048	0.007	2,812,940	67,854,792	0.604	0.556	1.483	11,111.900391	2,424,063,232	645,000
AAP	2021-01-29	0.033	-0.015	2,812,940	67,854,360	0.603	0.57	1.674	10,119.799805	2,412,276,992	1,792,199.875
AAP	2021-02-05	0.044	0.012	2,997,842	67,854,784	0.62	0.575	2.194	10,672.200195	2,400,490,496	1,239,600
AAP	2021-02-12	0.023	-0.022	2,997,842	67,854,856	0.619	0.596	1.511	10,368.900391	2,388,704,000	1,005,200
AAP	2021-02-19	0.098	0.075	3,913,295.75	67,854,560	0.671	0.573	1.685	11,262.5	2,376,917,504	1,506,500
AAP	2021-02-26	0.09	-0.008	3,913,295.75	65,524,164	0.679	0.589	1.664	10,506.799805	2,365,131,008	927,400
AAP	2021-03-05	0.102	0.011	3,445,967	65,524,460	0.658	0.556	1.394	11,238.099609	2,434,076,672	819,800
AAP	2021-03-12	0.087	-0.015	3,445,967	65,524,560	0.658	0.571	1.634	11,766.900391	2,503,022,336	1,075,800.125
AAP	2021-03-19	0.138	0.051	3,750,563	65,524,192	0.668	0.529	1.951	12,187.5	2,571,968,000	1,144,999.875
AAP	2021-03-26	0.09	-0.049	3,750,563	65,524,232	0.666	0.577	1.669	12,274	2,640,913,664	789,400
AAP	2021-04-02	0.041	-0.048	3,169,102	65,524,312	0.626	0.585	1.355	12,184.900391	2,709,859,328	763,250
AAP	2021-04-09	0.058	0.017	3,169,102	65,524,268	0.624	0.566	1.973	12,054.5	2,778,804,736	743,400
AAP	2021-04-16	0.1	0.042	3,001,252	65,524,568	0.604	0.504	2.592	12,641	2,847,750,400	659,600
AAP	2021-04-23	0.037	-0.063	3,001,252	65,524,408	0.603	0.566	1.817	13,088.5	2,916,695,808	1,073,200
AAP	2021-04-30	0.067	0.029	3,275,942	65,524,580	0.614	0.548	1.349	13,115.400391	2,985,641,728	577,200
AAP	2021-05-07	0.079	0.012	3,275,942	65,524,528	0.612	0.534	1.644	13,397.799805	3,054,587,392	577,800
AAP	2021-05-14	0.059	-0.02	3,275,942	65,524,384	0.614	0.555	1.695	13,289	3,123,533,056	711,400
AAP	2021-05-21	0.098	0.039	3,705,992	65,524,260	0.636	0.538	1.418	12,773.299805	3,192,478,720	1,057,200
AAP	2021-05-28	0.118	0.02	3,705,992	65,524,168	0.636	0.518	1.497	12,431.900391	3,261,424,384	932,400
AAP	2021-06-04	0.074	-0.044	3,281,027	65,438,888	0.608	0.534	1.307	12,614	3,330,370,048	1,271,000.125
AAP	2021-06-11	0.051	-0.023	3,281,027	65,438,728	0.609	0.558	3.099	13,051.099609	3,273,623,808	1,005,600
AAP	2021-06-18	0.044	-0.006	3,399,944	65,438,888	0.616	0.571	2.206	12,651.299805	3,216,877,568	995,200
AAP	2021-06-25	0.069	0.025	3,399,944	65,439,024	0.616	0.546	1.848	13,377.700195	3,160,131,328	588,200
AAP	2021-07-02	0.055	-0.014	3,188,062	65,438,996	0.599	0.544	1.831	13,810.900391	3,103,385,088	565,200
AAP	2021-07-09	0.05	-0.006	3,188,062	65,438,704	0.599	0.55	1.688	13,969.200195	3,046,638,848	636,499.9375
AAP	2021-07-16	0.087	0.037	3,344,843	65,438,912	0.608	0.521	1.078	13,470.599609	2,989,892,608	540,600
AAP	2021-07-23	0.091	0.004	3,344,843	65,438,940	0.609	0.518	1.219	14,066.099609	2,933,146,368	501,800
AAP	2021-07-30	0.099	0.009	3,441,200.25	65,439,024	0.616	0.517	1.969	13,877	2,876,400,128	501,200
AAP	2021-08-06	0.107	0.007	3,441,200.25	65,438,940	0.616	0.509	2.078	13,462.099609	2,819,653,632	559,800
AAP	2021-08-13	0.113	0.006	3,441,200.25	65,438,652	0.619	0.506	1.355	13,508.5	2,762,907,392	440,800
AAP	2021-08-20	0.163	0.05	3,425,754	65,438,768	0.617	0.454	1.858	13,721.200195	2,706,161,152	481,200
AAP	2021-08-27	0.095	-0.068	3,425,754	63,000,684	0.624	0.529	1.868	12,840.799805	2,649,414,912	995,800
AAP	2021-09-03	0.105	0.01	3,760,667	63,000,904	0.639	0.534	1.164	12,564.900391	2,647,066,112	602,000
AAP	2021-09-10	0.094	-0.01	3,760,667	63,000,548	0.639	0.544	1.626	12,602	2,644,717,312	534,750
AAP	2021-09-17	0.096	0.001	3,492,266	63,000,968	0.628	0.532	2.465	12,965.599609	2,642,368,512	545,400
AAP	2021-09-24	0.089	-0.006	3,492,266	63,000,556	0.628	0.539	2.014	13,586.700195	2,640,019,712	574,000
AAP	2021-10-01	0.1	0.011	3,949,460	63,000,960	0.649	0.548	1.599	13,104.200195	2,637,670,912	701,000
AAP	2021-10-08	0.108	0.008	3,949,460	63,000,700	0.649	0.541	1.501	13,491.599609	2,635,322,112	443,000
AAP	2021-10-15	0.132	0.024	4,258,293	63,000,516	0.657	0.526	1.489	13,572.200195	2,632,973,056	520,600
AAP	2021-10-22	0.068	-0.063	4,258,293	63,000,816	0.657	0.588	1.024	14,614.299805	2,630,624,256	677,600
AAP	2021-10-29	0.083	0.014	4,258,293	63,000,620	0.657	0.574	1.751	14,207.900391	2,628,275,456	629,800
AAP	2021-11-05	0.067	-0.015	3,883,420	63,000,916	0.645	0.578	1.124	14,473.200195	2,625,926,656	560,200
AAP	2021-11-12	0.109	0.042	3,883,420	63,000,756	0.647	0.538	1.247	15,059.700195	2,623,577,856	616,000
AAP	2021-11-19	0.073	-0.036	3,503,426	62,355,216	0.632	0.559	1.267	14,341.700195	2,621,229,056	926,800
AAP	2021-11-26	0.08	0.006	3,503,426	62,355,224	0.632	0.552	1.751	14,137.799805	2,603,978,752	411,249.96875
AAP	2021-12-03	0.073	-0.007	3,478,148	62,355,196	0.639	0.566	1.628	14,145.900391	2,586,728,448	665,400
AAP	2021-12-10	0.084	0.011	3,478,148	62,355,032	0.638	0.554	1.688	14,967.700195	2,569,478,144	670,800
AAP	2021-12-17	0.018	-0.066	3,038,721	62,355,036	0.617	0.599	2.137	14,517.5	2,552,227,840	921,200
AAP	2021-12-24	0.034	0.016	3,038,721	62,355,144	0.617	0.583	2.739	14,474.5	2,534,977,536	475,500
AAP	2021-12-31	0.08	0.047	3,371,617	62,355,344	0.626	0.546	1.409	14,957.799805	2,517,727,232	540,800
AAP	2022-01-07	0.043	-0.038	3,371,617	62,354,992	0.626	0.583	1.747	14,846.099609	2,500,476,672	701,200
AAP	2022-01-14	0.09	0.047	3,371,617	62,355,172	0.624	0.534	1.957	14,940.299805	2,483,226,624	556,200
AAP	2022-01-21	-0.018	-0.108	2,789,891	62,355,076	0.594	0.613	2.17	14,101.599609	2,465,976,320	717,500.0625
AAP	2022-01-28	-0.031	-0.012	2,789,891	62,355,184	0.593	0.624	2.085	14,230.700195	2,448,726,016	605,000
AAP	2022-02-04	-0.008	0.023	2,596,406	62,355,168	0.578	0.585	2.032	14,154	2,431,475,712	628,400
AAP	2022-02-11	-0.004	0.004	2,596,406	62,355,344	0.576	0.58	2.285	13,901.5	2,414,225,408	940,400
AAP	2022-02-18	0.004	0.007	2,654,812	61,097,804	0.576	0.572	2.055	13,368.200195	2,396,975,104	1,372,600.125
AAP	2022-02-25	-0.045	-0.048	2,654,812	61,097,436	0.576	0.62	2.299	12,559.799805	2,466,777,600	1,189,750
AAP	2022-03-04	-0.056	-0.012	3,001,404	61,097,668	0.589	0.646	2.099	12,624	2,536,580,096	1,001,200
AAP	2022-03-11	-0.037	0.02	3,001,404	61,097,608	0.589	0.626	2.468	12,468.799805	2,606,382,592	833,800
AAP	2022-03-18	-0.024	0.013	3,096,501	61,097,704	0.595	0.619	1.935	12,606.900391	2,676,185,088	1,158,200.125

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