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	2019-03-29	-0.056	0.094	4,641,238	185,497,168	0.495	0.552	4.942	5,223.600098	3,094,000,128	3,122,200
AA	2019-04-05	-0.177	-0.121	4,274,024	185,499,168	0.464	0.642	7.308	5,481.5	3,031,500,032	3,613,000
AA	2019-04-12	-0.148	0.029	4,274,024	185,500,160	0.464	0.612	6.962	5,247.799805	2,968,999,936	2,697,400
AA	2019-04-19	-0.139	0.009	5,163,221	185,498,864	0.518	0.657	5.745	4,945.399902	2,906,500,096	5,684,750
AA	2019-04-26	-0.161	-0.023	5,163,221	185,499,808	0.518	0.679	6.139	4,991.799805	2,844,000,000	3,965,400
AA	2019-05-03	-0.091	0.07	6,421,435	185,498,512	0.571	0.662	3.418	4,949.100098	2,781,499,904	3,108,800
AA	2019-05-10	-0.107	-0.016	6,421,435	185,535,120	0.571	0.679	4.053	4,645.799805	2,719,000,064	3,518,000.25
AA	2019-05-17	0.024	0.132	6,316,497	185,534,704	0.572	0.547	4.024	4,545.600098	2,718,333,440	3,377,999.75
AA	2019-05-24	-0.068	-0.092	6,316,497	185,536,720	0.572	0.639	4.652	4,269.200195	2,717,666,560	3,075,400
AA	2019-05-31	-0.026	0.042	6,937,981	185,535,632	0.589	0.615	3.839	3,931.5	2,716,999,936	3,006,000.25
AA	2019-06-07	-0.073	-0.048	6,937,981	185,536,384	0.589	0.662	3.936	3,977.899902	2,716,333,312	4,161,800
AA	2019-06-14	0.08	0.153	6,937,981	185,536,128	0.59	0.51	5.068	4,031.699951	2,715,666,688	3,155,200
AA	2019-06-21	-0.102	-0.181	7,029,177	185,535,408	0.586	0.688	3.636	4,193.100098	2,715,000,064	3,191,000
AA	2019-06-28	-0.078	0.024	7,029,177	185,536,080	0.586	0.664	4.541	4,343.399902	2,714,333,440	2,575,800
AA	2019-07-05	-0.13	-0.052	5,399,466	185,533,936	0.515	0.645	5.209	4,291.399902	2,713,666,560	3,040,000
AA	2019-07-12	-0.168	-0.038	5,399,466	185,535,408	0.515	0.683	4.518	4,193.100098	2,712,999,936	3,426,800.25
AA	2019-07-19	-0.103	0.065	5,961,889	185,534,416	0.536	0.639	4.958	4,287.700195	2,712,333,312	4,968,600
AA	2019-07-26	-0.142	-0.039	5,961,889	185,533,936	0.537	0.679	4.554	4,291.399902	2,711,666,944	3,231,400
AA	2019-08-02	-0.169	-0.026	5,702,385	185,557,712	0.53	0.699	5.023	3,842.899902	2,711,000,064	3,263,000
AA	2019-08-09	-0.152	0.017	5,702,385	185,559,616	0.531	0.683	4.596	3,564.600098	2,699,923,200	3,351,600.25
AA	2019-08-16	-0.038	0.114	7,441,711	185,559,360	0.603	0.641	4.181	3,251	2,688,846,080	4,316,800
AA	2019-08-23	-0.091	-0.052	7,441,711	185,554,928	0.602	0.693	3.816	3,243.5	2,677,769,216	3,215,600.25
AA	2019-08-30	-0.053	0.038	9,279,940	185,554,928	0.642	0.695	2.482	3,327	2,666,692,352	2,713,600
AA	2019-09-06	-0.059	-0.006	9,279,940	185,557,296	0.643	0.701	2.687	3,546	2,655,615,488	3,424,000
AA	2019-09-13	-0.035	0.024	9,279,940	185,557,008	0.642	0.677	2.429	4,247.399902	2,644,538,368	4,614,600
AA	2019-09-20	-0.014	0.021	9,479,491	185,557,600	0.641	0.654	3.239	4,026.600098	2,633,461,504	3,754,400
AA	2019-09-27	-0.064	-0.051	9,479,491	185,555,552	0.641	0.705	2.848	3,824.300049	2,622,384,640	3,192,000
AA	2019-10-04	0.033	0.097	9,092,693	185,557,824	0.636	0.603	2.271	3,609.100098	2,611,307,776	3,175,000
AA	2019-10-11	-0.016	-0.049	9,092,693	185,554,976	0.637	0.653	2.982	3,577.5	2,600,230,656	3,762,200
AA	2019-10-18	0.075	0.091	8,685,194	185,557,088	0.625	0.55	2.931	3,996.899902	2,589,153,792	7,251,999.5
AA	2019-10-25	-0.018	-0.093	8,685,194	185,556,608	0.625	0.642	3.66	3,900.399902	2,578,076,928	4,772,200
AA	2019-11-01	-0.003	0.015	9,956,120	185,573,840	0.652	0.655	2.176	4,058.5	2,567,000,064	3,989,600
AA	2019-11-08	-0.036	-0.033	9,956,120	185,574,784	0.653	0.688	2.286	4,181	2,558,812,416	4,210,600
AA	2019-11-15	-0.094	-0.059	7,156,576.5	185,572,048	0.586	0.68	3.701	3,876.600098	2,550,625,024	3,400,600
AA	2019-11-22	-0.098	-0.004	7,156,576.5	185,573,936	0.586	0.684	4.089	3,815.399902	2,542,437,376	3,082,200
AA	2019-11-29	-0.001	0.097	7,156,576.5	185,572,480	0.586	0.587	3.62	3,776.399902	2,534,249,984	2,265,999.75
AA	2019-12-06	-0.014	-0.013	8,242,303	185,572,816	0.618	0.632	3.245	3,822.800049	2,526,062,592	3,911,400
AA	2019-12-13	-0.041	-0.027	8,242,303	185,572,736	0.617	0.658	2.431	3,839.5	2,517,874,944	3,780,800
AA	2019-12-20	0.029	0.07	8,637,022	185,572,304	0.629	0.6	3.07	3,939.699951	2,509,687,552	4,350,600
AA	2019-12-27	0.017	-0.012	8,637,022	185,574,608	0.629	0.612	3.304	4,004.699951	2,501,499,904	2,634,500
AA	2020-01-03	0.028	0.012	8,872,250	185,572,096	0.633	0.605	2.582	3,989.800049	2,493,312,512	2,665,500
AA	2020-01-10	0.009	-0.02	8,872,250	185,573,264	0.633	0.625	3.071	3,609.399902	2,485,125,120	4,502,600
AA	2020-01-17	-0.043	-0.052	7,796,438	185,573,760	0.603	0.646	5.411	3,282.800049	2,476,937,472	9,414,800
AA	2020-01-24	-0.065	-0.022	7,796,438	185,570,592	0.604	0.669	3.201	2,878.199951	2,468,750,080	8,650,250
AA	2020-01-31	-0.028	0.038	7,052,044	185,569,888	0.584	0.612	3.451	2,588.699951	2,460,562,432	7,946,800
AA	2020-02-07	-0.09	-0.063	7,052,044	185,575,568	0.584	0.674	3.758	2,885.699951	2,452,375,040	6,838,200
AA	2020-02-14	-0.07	0.02	7,052,044	185,571,152	0.584	0.655	3.025	2,907.899902	2,444,187,392	3,915,000
AA	2020-02-21	0.039	0.109	12,417,514	185,913,040	0.705	0.667	2.271	2,993.199951	2,436,000,000	6,273,750
AA	2020-02-28	0.032	-0.007	12,417,514	185,912,048	0.706	0.674	2.12	2,578.600098	2,430,500,096	6,066,600
AA	2020-03-06	0	-0.031	10,029,814	185,912,816	0.671	0.67	3.018	2,046.900024	2,424,999,936	9,513,800
AA	2020-03-13	0.032	0.031	10,029,814	185,912,512	0.672	0.641	2.824	1,487.300049	2,419,500,032	9,942,000
AA	2020-03-20	0.041	0.009	11,017,278	185,912,400	0.688	0.647	2.39	1,018.799988	2,414,000,128	8,150,400
AA	2020-03-27	0.011	-0.03	11,017,278	185,908,384	0.688	0.677	3.067	1,217.699951	2,408,499,968	11,342,399
AA	2020-04-03	0.014	0.003	9,978,455	185,912,896	0.661	0.647	2.928	1,109.900024	2,403,000,064	10,145,000
AA	2020-04-10	-0.039	-0.053	9,978,455	185,910,928	0.661	0.7	3.356	1,377.599976	2,397,499,904	11,678,250
AA	2020-04-17	0.01	0.049	9,476,202	185,915,664	0.666	0.656	2.82	1,411.099976	2,392,000,000	9,345,800
AA	2020-04-24	-0.029	-0.039	9,476,202	185,916,096	0.666	0.696	3.204	1,329.300049	2,386,500,096	10,785,800
AA	2020-05-01	0.024	0.054	10,624,431	185,916,768	0.684	0.66	3.205	1,429.699951	2,380,999,936	10,781,200
AA	2020-05-08	0.002	-0.023	10,624,431	185,923,184	0.686	0.684	2.845	1,500.400024	2,363,076,864	8,703,000
AA	2020-05-15	0.023	0.022	11,633,009	185,915,904	0.702	0.679	2.419	1,238.199951	2,345,153,792	8,248,800.5
AA	2020-05-22	0.016	-0.007	11,633,009	185,919,616	0.702	0.686	2.118	1,526.400024	2,327,230,720	9,513,600
AA	2020-05-29	0.023	0.007	11,633,009	185,917,488	0.702	0.68	3.056	1,712.300049	2,309,307,648	10,869,000
AA	2020-06-05	-0.001	-0.024	11,054,155	185,915,504	0.688	0.69	2.433	2,244	2,291,384,576	10,084,400
AA	2020-06-12	-0.017	-0.015	11,054,155	185,915,024	0.689	0.706	2.51	2,143.600098	2,273,461,504	9,874,800
AA	2020-06-19	0.024	0.04	11,801,476	185,914,640	0.704	0.68	2.38	2,134.300049	2,255,538,432	7,555,800
AA	2020-06-26	0.021	-0.003	11,801,476	185,919,472	0.704	0.683	2.701	2,032.099976	2,237,615,360	11,025,800
AA	2020-07-03	0.143	0.122	11,479,165	185,916,144	0.699	0.556	2.11	2,039.5	2,219,692,288	7,100,000.5
AA	2020-07-10	0.017	-0.126	11,479,165	185,915,856	0.699	0.682	2.023	2,121.300049	2,201,769,216	7,982,200
AA	2020-07-17	0.075	0.058	16,587,014	185,918,832	0.743	0.668	1.623	2,428.100098	2,183,846,144	11,481,600
AA	2020-07-24	0.063	-0.012	16,587,014	185,921,568	0.742	0.679	1.786	2,370.5	2,165,923,072	5,024,400
AA	2020-07-31	0.052	-0.011	14,785,039	185,923,088	0.727	0.675	1.546	2,417	2,148,000,000	5,993,000
AA	2020-08-07	0.046	-0.006	14,785,039	185,923,664	0.73	0.684	1.8	2,727.5	2,164,692,224	7,358,200
AA	2020-08-14	0.095	0.05	14,785,039	185,922,112	0.733	0.638	1.673	2,721.899902	2,181,384,704	5,384,000
AA	2020-08-21	0.044	-0.052	12,415,385	185,924,656	0.707	0.663	2.093	2,714.5	2,198,076,928	4,371,600
AA	2020-08-28	0.055	0.011	12,415,385	185,925,920	0.707	0.652	1.814	2,811.199951	2,214,769,152	3,013,400
AA	2020-09-04	0.075	0.02	15,596,730	185,923,616	0.744	0.669	1.768	2,677.300049	2,231,461,632	4,331,000
AA	2020-09-11	0.095	0.021	15,596,730	185,922,752	0.744	0.649	1.546	2,599.199951	2,248,153,856	4,100,000
AA	2020-09-18	0.073	-0.023	13,035,710	185,923,424	0.715	0.643	2.171	2,476.5	2,264,846,080	5,763,400
AA	2020-09-25	0.046	-0.027	13,035,710	185,922,080	0.715	0.669	1.827	2,147.399902	2,281,538,560	5,497,800
AA	2020-10-02	0.052	0.006	12,782,965	185,922,176	0.709	0.657	2.471	2,197.600098	2,298,230,784	5,500,200
AA	2020-10-09	0.034	-0.018	12,782,965	185,926,512	0.708	0.674	2.167	2,327.800049	2,314,923,008	5,925,200
AA	2020-10-16	0.024	-0.01	12,587,689	185,927,088	0.702	0.678	2.691	2,346.399902	2,331,615,488	7,453,599.5
AA	2020-10-23	0.022	-0.002	12,587,689	185,924,272	0.701	0.679	2.474	2,504.399902	2,348,307,712	5,837,800
AA	2020-10-30	0.035	0.013	11,134,193	185,928,784	0.683	0.648	2.646	2,402.199951	2,364,999,936	4,276,000
AA	2020-11-06	0	-0.035	11,134,193	185,928,000	0.684	0.684	2.869	2,684.800049	2,366,588,160	5,145,800
AA	2020-11-13	0.091	0.091	11,134,193	185,932,400	0.686	0.594	2.382	3,080.899902	2,368,176,384	5,827,600
AA	2020-11-20	0.001	-0.09	10,067,753	185,929,856	0.664	0.663	3.215	3,499.199951	2,369,764,608	5,603,800
AA	2020-11-27	-0.036	-0.037	10,067,753	185,927,728	0.662	0.698	2.279	3,807.800049	2,371,352,832	5,977,750
AA	2020-12-04	-0.039	-0.002	9,765,144	185,929,216	0.658	0.697	2.501	4,412.100098	2,372,941,056	6,444,200
AA	2020-12-11	-0.077	-0.038	9,765,144	185,928,192	0.658	0.735	2.391	4,246.600098	2,374,529,536	6,094,800
AA	2020-12-18	-0.068	0.009	9,198,080	185,929,120	0.647	0.715	2.908	4,092.300049	2,376,117,760	5,676,200
AA	2020-12-25	-0.034	0.034	9,198,080	185,928,976	0.647	0.68	2.601	4,083	2,377,705,984	3,155,750
AA	2021-01-01	-0.011	0.023	9,927,748	185,930,608	0.661	0.672	2.437	4,285.700195	2,379,294,208	3,676,250
AA	2021-01-08	-0.014	-0.003	9,927,748	185,930,368	0.661	0.676	2.396	4,646.399902	2,380,882,432	4,552,800.5
AA	2021-01-15	0.002	0.016	8,818,171	185,927,824	0.629	0.628	2.422	4,328.399902	2,382,470,656	3,665,600
AA	2021-01-22	-0.044	-0.045	8,818,171	185,927,840	0.63	0.674	3.09	3,607	2,384,058,880	11,309,500
AA	2021-01-29	-0.056	-0.012	8,818,171	185,927,776	0.629	0.685	3.164	3,346.699951	2,385,647,104	7,563,800
AA	2021-02-05	-0.067	-0.011	8,761,436	185,928,384	0.633	0.7	3.307	3,895.199951	2,387,235,328	7,497,000
AA	2021-02-12	-0.059	0.008	8,761,436	185,927,984	0.631	0.691	3.372	4,027.199951	2,388,823,552	5,246,000
AA	2021-02-19	0.061	0.121	11,147,506	185,931,696	0.678	0.617	3.756	4,300.600098	2,390,411,776	4,824,000

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