Datasets:

paperswithbacktest
/

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
AA	2021-02-26	0.01	-0.052	11,147,506	186,252,544	0.679	0.67	2.792	4,572.5	2,392,000,000	7,842,000
AA	2021-03-05	0.046	0.036	10,304,058	186,250,432	0.667	0.621	3.66	5,399.399902	2,439,800,064	9,951,000
AA	2021-03-12	0.007	-0.039	10,304,058	186,251,968	0.666	0.659	2.489	5,868.799805	2,487,600,128	6,286,400
AA	2021-03-19	0.005	-0.002	10,177,183	186,252,416	0.659	0.654	2.242	5,799.899902	2,535,399,936	6,015,400
AA	2021-03-26	-0.008	-0.012	10,177,183	186,250,768	0.658	0.666	2.541	6,105.299805	2,583,200,000	7,414,600
AA	2021-04-02	0.031	0.039	10,978,374	186,251,936	0.661	0.63	2.827	6,002.899902	2,631,000,064	6,815,500
AA	2021-04-09	0.019	-0.012	10,978,374	186,249,984	0.658	0.64	2.665	5,840.799805	2,678,799,872	4,881,000
AA	2021-04-16	0.002	-0.016	9,845,923	186,250,352	0.631	0.628	2.817	6,636.100098	2,726,599,936	7,960,800.5
AA	2021-04-23	-0.013	-0.015	9,845,923	186,251,808	0.629	0.643	2.747	6,464.799805	2,774,400,000	7,743,000
AA	2021-04-30	-0.032	-0.019	9,508,674	186,252,736	0.618	0.65	2.201	6,824.299805	2,822,200,064	5,645,000
AA	2021-05-07	-0.034	-0.003	9,508,674	186,725,728	0.616	0.65	3.38	7,693.100098	2,870,000,128	5,667,999.5
AA	2021-05-14	-0.031	0.003	9,508,674	186,725,440	0.617	0.649	2.847	7,413	2,866,916,608	8,016,400
AA	2021-05-21	-0.027	0.004	9,296,474	186,723,856	0.612	0.639	2.577	6,748.200195	2,863,833,344	8,036,400
AA	2021-05-28	-0.041	-0.014	9,296,474	186,725,488	0.612	0.653	2.528	7,407.399902	2,860,750,336	5,754,600
AA	2021-06-04	-0.019	0.023	10,165,271	186,725,024	0.624	0.642	2.293	7,252.399902	2,857,666,560	5,304,250
AA	2021-06-11	-0.017	0.002	10,165,271	186,725,504	0.624	0.641	2.81	6,979.799805	2,854,583,296	4,673,000
AA	2021-06-18	-0.014	0.003	9,520,383	186,723,808	0.611	0.625	3.331	5,990.100098	2,851,500,032	8,892,400
AA	2021-06-25	-0.008	0.006	9,520,383	186,723,488	0.611	0.62	3.126	6,684.700195	2,848,416,768	12,316,200
AA	2021-07-02	-0.037	-0.029	10,000,722	186,724,704	0.616	0.653	2.802	7,080.600098	2,845,333,248	7,344,200
AA	2021-07-09	-0.033	0.005	10,000,722	186,725,440	0.616	0.649	2.205	6,991	2,842,249,984	6,602,750
AA	2021-07-16	-0.011	0.022	10,384,553	186,725,344	0.623	0.634	3.13	6,152.600098	2,839,166,720	8,647,000
AA	2021-07-23	-0.037	-0.026	10,384,553	186,724,224	0.624	0.661	4.211	6,920	2,836,083,456	10,540,000
AA	2021-07-30	-0.016	0.021	11,429,530	186,866,752	0.639	0.655	2.3	7,502.700195	2,832,999,936	7,143,199.5
AA	2021-08-06	0.031	0.047	11,429,530	186,865,632	0.64	0.609	2.317	7,607.299805	2,854,230,784	5,820,800
AA	2021-08-13	0.024	-0.007	11,429,530	186,866,304	0.641	0.617	2.923	8,455.700195	2,875,461,632	7,433,200
AA	2021-08-20	0.053	0.029	12,014,472	186,865,568	0.651	0.598	2.413	7,046.700195	2,896,692,224	8,607,200
AA	2021-08-27	0.045	-0.008	12,014,472	186,866,096	0.651	0.606	2.593	8,246.400391	2,917,923,072	6,223,000
AA	2021-09-03	0.058	0.013	12,320,038	186,867,184	0.654	0.596	1.972	8,822	2,939,153,920	7,410,600
AA	2021-09-10	0.044	-0.014	12,320,038	186,866,672	0.654	0.61	2.281	9,249.900391	2,960,384,512	7,425,250
AA	2021-09-17	0.06	0.016	11,076,576	186,866,704	0.637	0.576	2.53	9,124.700195	2,981,615,360	8,679,400
AA	2021-09-24	0.045	-0.015	11,076,576	186,865,312	0.637	0.592	2.766	9,061.099609	3,002,846,208	9,154,200
AA	2021-10-01	0.051	0.006	12,203,174	186,865,568	0.655	0.604	1.914	9,300.299805	3,024,077,056	6,517,200
AA	2021-10-08	0.061	0.009	12,203,174	186,865,104	0.655	0.595	2.268	8,601.400391	3,045,307,648	5,536,400
AA	2021-10-15	0.037	-0.024	9,372,080	186,866,080	0.61	0.574	3.999	10,464.5	3,066,538,496	12,387,400
AA	2021-10-22	0.019	-0.018	9,372,080	186,867,008	0.61	0.591	2.959	9,203.200195	3,087,769,344	8,905,400
AA	2021-10-29	0.012	-0.007	9,372,080	187,103,376	0.61	0.598	2.836	8,597.400391	3,108,999,936	9,382,400
AA	2021-11-05	-0.013	-0.025	9,237,002	187,104,048	0.611	0.624	3.352	8,954.799805	3,122,588,160	9,118,600
AA	2021-11-12	-0.013	-0	9,237,002	187,103,264	0.613	0.626	3.44	9,714.400391	3,136,176,384	9,416,600
AA	2021-11-19	0.04	0.053	8,297,605	187,102,928	0.593	0.553	0.732	8,906.099609	3,149,764,608	6,075,800
AA	2021-11-26	-0.018	-0.058	8,297,605	187,103,232	0.593	0.611	3.692	8,971.599609	3,163,352,832	6,418,750
AA	2021-12-03	0.023	0.04	9,764,338	187,102,320	0.629	0.607	3.128	8,245.599609	3,176,941,056	8,567,600
AA	2021-12-10	0.013	-0.01	9,764,338	187,102,448	0.629	0.616	3.099	9,130.599609	3,190,529,536	6,516,400
AA	2021-12-17	0.023	0.011	9,726,838	187,104,032	0.627	0.604	3.086	10,053.099609	3,204,117,760	14,572,200
AA	2021-12-24	-0.022	-0.045	9,726,838	187,102,432	0.627	0.649	2.724	11,106.400391	3,217,705,984	9,318,250
AA	2021-12-31	0.002	0.024	11,109,105	187,103,040	0.639	0.637	2.148	11,147.599609	3,231,294,208	4,947,800
AA	2022-01-07	-0.034	-0.036	11,109,105	187,102,768	0.638	0.672	2.148	11,669.599609	3,244,882,432	6,839,600
AA	2022-01-14	0.066	0.1	11,109,105	187,103,760	0.636	0.57	2.711	11,486.299805	3,258,470,656	5,646,800
AA	2022-01-21	0.012	-0.054	14,748,699	187,103,712	0.673	0.661	1.907	10,517.099609	3,272,058,880	10,183,500
AA	2022-01-28	0.017	0.005	14,748,699	187,102,784	0.672	0.655	1.872	10,739.700195	3,285,647,104	7,933,400
AA	2022-02-04	-0.011	-0.028	11,334,062	187,103,696	0.635	0.646	2.235	12,015.799805	3,299,235,328	6,794,200
AA	2022-02-11	-0.022	-0.011	11,334,062	187,102,832	0.634	0.656	2.701	13,755.799805	3,312,823,552	10,550,800
AA	2022-02-18	-0.015	0.007	9,686,735	187,103,584	0.604	0.619	2.441	14,631.5	3,326,411,776	6,658,200
AA	2022-02-25	-0.107	-0.092	9,686,735	185,402,688	0.605	0.712	2.578	14,433.599609	3,340,000,000	8,633,750
AA	2022-03-04	-0.029	0.077	9,860,636	185,402,592	0.602	0.631	2.78	16,808.599609	3,335,300,096	12,514,800
AA	2022-03-11	-0.044	-0.015	9,860,636	185,403,600	0.602	0.646	3.163	14,654.299805	3,330,599,936	10,656,000
AA	2022-03-18	-0.068	-0.024	9,342,675	185,402,704	0.593	0.662	3.049	15,284.599609	3,325,900,032	7,580,400
AA	2022-03-25	-0.055	0.013	9,342,675	185,403,424	0.593	0.649	3.238	17,049.699219	3,321,200,128	7,238,400
AA	2022-04-01	-0.022	0.034	8,029,753	185,402,768	0.564	0.586	3.178	16,801.199219	3,316,499,968	5,690,000
AA	2022-04-08	0.011	0.033	8,029,753	185,403,440	0.564	0.552	3.051	15,601.700195	3,311,800,064	5,231,200.5
AA	2022-04-15	0.076	0.065	8,932,476	185,402,752	0.586	0.509	2.709	16,272.799805	3,307,099,904	4,684,750
AA	2022-04-22	0.013	-0.063	8,932,476	185,402,992	0.586	0.573	3.384	12,490.599609	3,302,400,000	9,876,600
AA	2022-04-29	-0.04	-0.053	8,013,473	185,402,656	0.564	0.604	3.518	12,570.299805	3,297,700,096	8,486,600
AA	2022-05-06	-0.001	0.038	8,013,473	184,447,904	0.565	0.566	3.119	11,258.700195	3,292,999,936	5,940,400
AA	2022-05-13	-0.056	-0.055	8,013,473	184,448,816	0.566	0.622	4.217	10,758.900391	3,322,249,984	8,377,600
AA	2022-05-20	-0.034	0.021	8,218,041	184,449,392	0.567	0.601	3.454	11,172.099609	3,351,500,032	7,165,599.5
AA	2022-05-27	-0.029	0.005	8,218,041	184,448,080	0.567	0.597	3.224	11,896.900391	3,380,750,080	6,153,400
AA	2022-06-03	-0.044	-0.015	7,862,464	184,449,296	0.555	0.599	3.872	11,404.5	3,409,999,872	7,512,500
AA	2022-06-10	-0.047	-0.003	7,862,464	184,448,208	0.555	0.602	3.166	9,777.599609	3,439,249,920	6,668,200
AA	2022-06-17	-0.021	0.026	8,673,199	184,448,048	0.567	0.588	3.801	9,089.599609	3,468,499,968	8,090,000
AA	2022-06-24	-0.043	-0.022	8,673,199	184,448,960	0.567	0.611	2.998	9,104.400391	3,497,750,016	6,355,999.5
AA	2022-07-01	0.009	0.052	10,543,966	184,448,416	0.599	0.59	2.76	8,259.599609	3,527,000,320	5,301,600.5
AA	2022-07-08	-0.013	-0.022	10,543,966	184,447,904	0.599	0.612	2.938	8,268.799805	3,556,250,112	7,225,750
AA	2022-07-15	0.021	0.035	11,317,506	184,449,600	0.61	0.588	2.188	7,942.399902	3,585,499,904	4,685,599.5
AA	2022-07-22	0.014	-0.008	11,317,506	184,447,600	0.609	0.596	2.74	8,447.700195	3,614,749,952	8,065,000
AA	2022-07-29	0.016	0.002	11,317,506	179,925,344	0.613	0.597	2.269	9,156.400391	3,644,000,000	5,535,200.5
AA	2022-08-05	0.008	-0.007	9,341,309	179,925,296	0.586	0.578	2.754	8,909.900391	3,583,000,064	4,910,000
AA	2022-08-12	0.014	0.005	9,341,309	179,926,080	0.588	0.574	2.387	9,492.900391	3,521,999,872	4,760,600
AA	2022-08-19	-0.013	-0.027	7,558,219	179,925,504	0.549	0.562	4.047	9,178	3,460,999,936	4,331,000
AA	2022-08-26	-0.021	-0.007	7,558,219	179,924,784	0.55	0.57	3.224	10,047	3,400,000,000	5,002,200
AA	2022-09-02	-0.012	0.009	7,815,548	179,924,864	0.558	0.57	3.442	8,861.299805	3,339,000,064	5,770,200
AA	2022-09-09	-0.07	-0.058	7,815,548	179,925,888	0.558	0.628	3.416	9,467.700195	3,278,000,128	6,142,000
AA	2022-09-16	-0.023	0.047	10,927,858	179,924,640	0.625	0.648	3.081	7,639.600098	3,216,999,936	8,603,199
AA	2022-09-23	-0.023	0	10,927,858	179,923,984	0.625	0.648	2.835	6,389.100098	3,156,000,000	8,264,800.5
AA	2022-09-30	-0.005	0.018	9,651,790	179,925,728	0.602	0.607	0.988	6,056.299805	3,095,000,064	9,540,000
AA	2022-10-07	-0.067	-0.062	9,651,790	179,925,664	0.602	0.669	4.056	7,018.899902	3,033,999,872	8,067,800
AA	2022-10-14	0.042	0.109	9,651,790	179,924,400	0.602	0.56	3.015	6,900.100098	2,972,999,936	8,459,400
AA	2022-10-21	-0.043	-0.085	9,747,197	179,924,496	0.6	0.643	3.095	7,387.700195	2,912,000,000	13,779,400
AA	2022-10-28	-0.06	-0.017	9,747,197	176,935,920	0.603	0.663	3.118	6,987.200195	2,851,000,064	6,829,800
AA	2022-11-04	-0.112	-0.052	8,137,563	176,936,304	0.568	0.681	3.394	7,502.100098	2,839,941,120	6,493,800
AA	2022-11-11	-0.116	-0.003	8,137,563	176,936,608	0.569	0.685	3.236	8,432.799805	2,828,882,432	7,994,800
AA	2022-11-18	-0.093	0.022	8,646,262	176,937,232	0.586	0.679	3.705	8,370.900391	2,817,823,488	5,874,200
AA	2022-11-25	-0.071	0.022	8,646,262	176,936,736	0.586	0.658	2.522	8,473.5	2,806,764,800	3,967,500
AA	2022-12-02	-0.011	0.061	10,557,332	176,937,904	0.626	0.636	2.638	8,915.900391	2,795,705,856	4,777,800
AA	2022-12-09	-0.019	-0.008	10,557,332	176,936,544	0.626	0.645	2.75	7,976.299805	2,784,647,168	4,158,600
AA	2022-12-16	-0.11	-0.091	6,574,285	176,938,192	0.547	0.657	4.235	7,558.799805	2,773,588,224	4,866,000
AA	2022-12-23	-0.097	0.013	6,574,285	176,936,640	0.549	0.646	5.162	7,820.600098	2,762,529,536	3,580,400.25
AA	2022-12-30	-0.085	0.012	6,540,401	176,936,432	0.548	0.633	3.428	8,045.299805	2,751,470,592	3,367,000
AA	2023-01-06	-0.102	-0.017	6,540,401	176,937,008	0.548	0.65	3.898	8,202.799805	2,740,411,648	3,719,000
AA	2023-01-13	-0.123	-0.021	6,540,401	176,936,464	0.549	0.672	3.916	9,662.5	2,729,352,960	5,499,800
AA	2023-01-20	-0.13	-0.007	6,111,842	176,937,248	0.535	0.665	4.354	9,023.799805	2,718,294,016	8,132,500

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