Datasets:

paperswithbacktest
/

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
AA	2019-05-24	-0.071	-0.059	6,316,497	185,536,720	0.573	0.644	4.775	4,269.200195	2,717,666,560	3,075,400
AA	2019-05-31	-0.026	0.045	6,937,981	185,535,632	0.59	0.617	3.468	3,931.5	2,716,999,936	3,006,000.25
AA	2019-06-07	-0.065	-0.039	6,937,981	185,536,384	0.59	0.656	4.32	3,977.899902	2,716,333,312	4,161,800
AA	2019-06-14	0.052	0.117	6,937,981	185,536,128	0.591	0.539	3.952	4,031.699951	2,715,666,688	3,155,200
AA	2019-06-21	-0.1	-0.152	7,029,177	185,535,408	0.587	0.687	4.552	4,193.100098	2,715,000,064	3,191,000
AA	2019-06-28	-0.048	0.052	7,029,177	185,536,080	0.587	0.635	4.124	4,343.399902	2,714,333,440	2,575,800
AA	2019-07-05	-0.115	-0.067	5,399,466	185,533,936	0.516	0.631	4.663	4,291.399902	2,713,666,560	3,040,000
AA	2019-07-12	-0.152	-0.037	5,399,466	185,535,408	0.516	0.668	4.028	4,193.100098	2,712,999,936	3,426,800.25
AA	2019-07-19	-0.08	0.072	5,961,889	185,534,416	0.537	0.617	4.272	4,287.700195	2,712,333,312	4,968,600
AA	2019-07-26	-0.132	-0.052	5,961,889	185,533,936	0.538	0.67	3.181	4,291.399902	2,711,666,944	3,231,400
AA	2019-08-02	-0.139	-0.007	5,702,385	185,557,712	0.531	0.67	3.508	3,842.899902	2,711,000,064	3,263,000
AA	2019-08-09	-0.15	-0.011	5,702,385	185,559,616	0.532	0.682	3.849	3,564.600098	2,699,923,200	3,351,600.25
AA	2019-08-16	-0.03	0.12	7,441,711	185,559,360	0.604	0.634	3.704	3,251	2,688,846,080	4,316,800
AA	2019-08-23	-0.089	-0.059	7,441,711	185,554,928	0.603	0.692	2.791	3,243.5	2,677,769,216	3,215,600.25
AA	2019-08-30	-0.048	0.041	9,279,940	185,554,928	0.643	0.692	2.326	3,327	2,666,692,352	2,713,600
AA	2019-09-06	-0.046	0.002	9,279,940	185,557,296	0.644	0.69	2.873	3,546	2,655,615,488	3,424,000
AA	2019-09-13	-0.024	0.023	9,279,940	185,557,008	0.643	0.667	3.556	4,247.399902	2,644,538,368	4,614,600
AA	2019-09-20	-0.005	0.018	9,479,491	185,557,600	0.642	0.647	2.389	4,026.600098	2,633,461,504	3,754,400
AA	2019-09-27	-0.058	-0.053	9,479,491	185,555,552	0.642	0.7	2.948	3,824.300049	2,622,384,640	3,192,000
AA	2019-10-04	0.005	0.064	9,092,693	185,557,824	0.637	0.632	2.68	3,609.100098	2,611,307,776	3,175,000
AA	2019-10-11	-0.032	-0.038	9,092,693	185,554,976	0.638	0.67	2.9	3,577.5	2,600,230,656	3,762,200
AA	2019-10-18	0.084	0.116	8,685,194	185,557,088	0.626	0.543	3.428	3,996.899902	2,589,153,792	7,251,999.5
AA	2019-10-25	-0.034	-0.118	8,685,194	185,556,608	0.626	0.66	3.212	3,900.399902	2,578,076,928	4,772,200
AA	2019-11-01	-0.005	0.029	9,956,120	185,573,840	0.653	0.659	2.431	4,058.5	2,567,000,064	3,989,600
AA	2019-11-08	-0.026	-0.021	9,956,120	185,574,784	0.654	0.68	3.142	4,181	2,558,812,416	4,210,600
AA	2019-11-15	-0.089	-0.063	7,156,576.5	185,572,048	0.587	0.676	3.602	3,876.600098	2,550,625,024	3,400,600
AA	2019-11-22	-0.063	0.026	7,156,576.5	185,573,936	0.587	0.65	3.856	3,815.399902	2,542,437,376	3,082,200
AA	2019-11-29	0.004	0.067	7,156,576.5	185,572,480	0.587	0.583	3.261	3,776.399902	2,534,249,984	2,265,999.75
AA	2019-12-06	-0.029	-0.034	8,242,303	185,572,816	0.618	0.648	3.161	3,822.800049	2,526,062,592	3,911,400
AA	2019-12-13	-0.048	-0.019	8,242,303	185,572,736	0.618	0.666	3.473	3,839.5	2,517,874,944	3,780,800
AA	2019-12-20	0.026	0.074	8,637,022	185,572,304	0.629	0.603	2.569	3,939.699951	2,509,687,552	4,350,600
AA	2019-12-27	0.007	-0.019	8,637,022	185,574,608	0.629	0.622	2.737	4,004.699951	2,501,499,904	2,634,500
AA	2020-01-03	0.031	0.024	8,872,250	185,572,096	0.634	0.603	3.572	3,989.800049	2,493,312,512	2,665,500
AA	2020-01-10	0	-0.03	8,872,250	185,573,264	0.634	0.634	2.545	3,609.399902	2,485,125,120	4,502,600
AA	2020-01-17	-0.031	-0.032	7,796,438	185,573,760	0.604	0.636	2.784	3,282.800049	2,476,937,472	9,414,800
AA	2020-01-24	-0.044	-0.012	7,796,438	185,570,592	0.604	0.648	3.942	2,878.199951	2,468,750,080	8,650,250
AA	2020-01-31	-0.029	0.015	7,052,044	185,569,888	0.584	0.613	4.972	2,588.699951	2,460,562,432	7,946,800
AA	2020-02-07	-0.083	-0.054	7,052,044	185,575,568	0.584	0.667	4.908	2,885.699951	2,452,375,040	6,838,200
AA	2020-02-14	-0.058	0.025	7,052,044	185,571,152	0.585	0.643	3.355	2,907.899902	2,444,187,392	3,915,000
AA	2020-02-21	0.048	0.106	12,417,514	185,913,040	0.706	0.658	2.139	2,993.199951	2,436,000,000	6,273,750
AA	2020-02-28	0.053	0.005	12,417,514	185,912,048	0.707	0.653	1.925	2,578.600098	2,430,500,096	6,066,600
AA	2020-03-06	0.013	-0.041	10,029,814	185,912,816	0.671	0.659	3.329	2,046.900024	2,424,999,936	9,513,800
AA	2020-03-13	0.028	0.015	10,029,814	185,912,512	0.673	0.645	2.83	1,487.300049	2,419,500,032	9,942,000
AA	2020-03-20	0.027	-0.001	11,017,278	185,912,400	0.688	0.661	2.365	1,018.799988	2,414,000,128	8,150,400
AA	2020-03-27	0.009	-0.018	11,017,278	185,908,384	0.689	0.68	2.852	1,217.699951	2,408,499,968	11,342,399
AA	2020-04-03	0.027	0.018	9,978,455	185,912,896	0.661	0.634	3.127	1,109.900024	2,403,000,064	10,145,000
AA	2020-04-10	-0.026	-0.053	9,978,455	185,910,928	0.661	0.687	2.832	1,377.599976	2,397,499,904	11,678,250
AA	2020-04-17	0.034	0.059	9,476,202	185,915,664	0.666	0.632	3.093	1,411.099976	2,392,000,000	9,345,800
AA	2020-04-24	-0.03	-0.063	9,476,202	185,916,096	0.666	0.696	2.717	1,329.300049	2,386,500,096	10,785,800
AA	2020-05-01	0.045	0.074	10,624,431	185,916,768	0.685	0.64	3.363	1,429.699951	2,380,999,936	10,781,200
AA	2020-05-08	-0.004	-0.049	10,624,431	185,923,184	0.686	0.691	2.671	1,500.400024	2,363,076,864	8,703,000
AA	2020-05-15	0.012	0.017	11,633,009	185,915,904	0.702	0.69	2.716	1,238.199951	2,345,153,792	8,248,800.5
AA	2020-05-22	0.026	0.014	11,633,009	185,919,616	0.702	0.676	2.144	1,526.400024	2,327,230,720	9,513,600
AA	2020-05-29	0.043	0.016	11,633,009	185,917,488	0.703	0.66	2.511	1,712.300049	2,309,307,648	10,869,000
AA	2020-06-05	0.031	-0.012	11,054,155	185,915,504	0.69	0.659	2.771	2,244	2,291,384,576	10,084,400
AA	2020-06-12	0.024	-0.006	11,054,155	185,915,024	0.69	0.666	2.498	2,143.600098	2,273,461,504	9,874,800
AA	2020-06-19	0.022	-0.002	11,801,476	185,914,640	0.705	0.682	3.456	2,134.300049	2,255,538,432	7,555,800
AA	2020-06-26	0.013	-0.01	11,801,476	185,919,472	0.705	0.692	2.571	2,032.099976	2,237,615,360	11,025,800
AA	2020-07-03	0.14	0.128	11,479,165	185,916,144	0.699	0.559	2.217	2,039.5	2,219,692,288	7,100,000.5
AA	2020-07-10	0.015	-0.125	11,479,165	185,915,856	0.7	0.685	2.766	2,121.300049	2,201,769,216	7,982,200
AA	2020-07-17	0.067	0.052	16,587,014	185,918,832	0.744	0.677	1.735	2,428.100098	2,183,846,144	11,481,600
AA	2020-07-24	0.053	-0.014	16,587,014	185,921,568	0.743	0.691	1.938	2,370.5	2,165,923,072	5,024,400
AA	2020-07-31	0.059	0.006	14,785,039	185,923,088	0.727	0.669	1.846	2,417	2,148,000,000	5,993,000
AA	2020-08-07	0.048	-0.01	14,785,039	185,923,664	0.73	0.682	2.019	2,727.5	2,164,692,224	7,358,200
AA	2020-08-14	0.105	0.057	14,785,039	185,922,112	0.734	0.628	1.704	2,721.899902	2,181,384,704	5,384,000
AA	2020-08-21	0.031	-0.074	12,415,385	185,924,656	0.708	0.676	2.666	2,714.5	2,198,076,928	4,371,600
AA	2020-08-28	0.073	0.042	12,415,385	185,925,920	0.707	0.634	2.038	2,811.199951	2,214,769,152	3,013,400
AA	2020-09-04	0.075	0.002	15,596,730	185,923,616	0.745	0.67	2.125	2,677.300049	2,231,461,632	4,331,000
AA	2020-09-11	0.085	0.01	15,596,730	185,922,752	0.745	0.66	1.625	2,599.199951	2,248,153,856	4,100,000
AA	2020-09-18	0.072	-0.013	13,035,710	185,923,424	0.715	0.644	2.622	2,476.5	2,264,846,080	5,763,400
AA	2020-09-25	0.038	-0.034	13,035,710	185,922,080	0.715	0.677	2.108	2,147.399902	2,281,538,560	5,497,800
AA	2020-10-02	0.04	0.002	12,782,965	185,922,176	0.709	0.669	2.111	2,197.600098	2,298,230,784	5,500,200
AA	2020-10-09	0.029	-0.011	12,782,965	185,926,512	0.708	0.679	1.928	2,327.800049	2,314,923,008	5,925,200
AA	2020-10-16	0.021	-0.008	12,587,689	185,927,088	0.702	0.681	2.261	2,346.399902	2,331,615,488	7,453,599.5
AA	2020-10-23	0.056	0.034	12,587,689	185,924,272	0.701	0.645	2.272	2,504.399902	2,348,307,712	5,837,800
AA	2020-10-30	0.017	-0.039	11,134,193	185,928,784	0.683	0.666	3.342	2,402.199951	2,364,999,936	4,276,000
AA	2020-11-06	0.002	-0.015	11,134,193	185,928,000	0.684	0.681	2.657	2,684.800049	2,366,588,160	5,145,800
AA	2020-11-13	0.104	0.102	11,134,193	185,932,400	0.685	0.582	2.194	3,080.899902	2,368,176,384	5,827,600
AA	2020-11-20	-0.03	-0.134	10,067,753	185,929,856	0.664	0.694	3.235	3,499.199951	2,369,764,608	5,603,800
AA	2020-11-27	-0.02	0.01	10,067,753	185,927,728	0.662	0.683	1.937	3,807.800049	2,371,352,832	5,977,750
AA	2020-12-04	-0.013	0.008	9,765,144	185,929,216	0.659	0.671	3.245	4,412.100098	2,372,941,056	6,444,200
AA	2020-12-11	-0.038	-0.025	9,765,144	185,928,192	0.658	0.696	3.252	4,246.600098	2,374,529,536	6,094,800
AA	2020-12-18	-0.04	-0.002	9,198,080	185,929,120	0.647	0.687	3.678	4,092.300049	2,376,117,760	5,676,200
AA	2020-12-25	-0.029	0.011	9,198,080	185,928,976	0.646	0.676	2.994	4,083	2,377,705,984	3,155,750
AA	2021-01-01	0.052	0.081	9,927,748	185,930,608	0.661	0.609	2.718	4,285.700195	2,379,294,208	3,676,250
AA	2021-01-08	-0.005	-0.057	9,927,748	185,930,368	0.661	0.665	3.165	4,646.399902	2,380,882,432	4,552,800.5
AA	2021-01-15	0.01	0.015	8,818,171	185,927,824	0.629	0.619	3.1	4,328.399902	2,382,470,656	3,665,600
AA	2021-01-22	-0.012	-0.023	8,818,171	185,927,840	0.63	0.642	4.041	3,607	2,384,058,880	11,309,500
AA	2021-01-29	-0.039	-0.027	8,818,171	185,927,776	0.629	0.668	2.806	3,346.699951	2,385,647,104	7,563,800
AA	2021-02-05	-0.036	0.003	8,761,436	185,928,384	0.632	0.668	3.7	3,895.199951	2,387,235,328	7,497,000
AA	2021-02-12	-0.042	-0.006	8,761,436	185,927,984	0.631	0.673	3.918	4,027.199951	2,388,823,552	5,246,000
AA	2021-02-19	0.096	0.137	11,147,506	185,931,696	0.678	0.582	2.274	4,300.600098	2,390,411,776	4,824,000
AA	2021-02-26	0.022	-0.073	11,147,506	186,252,544	0.679	0.657	2.174	4,572.5	2,392,000,000	7,842,000
AA	2021-03-05	0.06	0.038	10,304,058	186,250,432	0.666	0.605	2.983	5,399.399902	2,439,800,064	9,951,000
AA	2021-03-12	-0.002	-0.062	10,304,058	186,251,968	0.665	0.666	2.802	5,868.799805	2,487,600,128	6,286,400
AA	2021-03-19	0.006	0.008	10,177,183	186,252,416	0.658	0.652	2.819	5,799.899902	2,535,399,936	6,015,400
AA	2021-03-26	0.009	0.003	10,177,183	186,250,768	0.657	0.648	2.585	6,105.299805	2,583,200,000	7,414,600
AA	2021-04-02	0.04	0.031	10,978,374	186,251,936	0.659	0.619	2.199	6,002.899902	2,631,000,064	6,815,500
AA	2021-04-09	0.05	0.01	10,978,374	186,249,984	0.657	0.607	2.617	5,840.799805	2,678,799,872	4,881,000
AA	2021-04-16	-0.019	-0.069	9,845,923	186,250,352	0.629	0.648	3.108	6,636.100098	2,726,599,936	7,960,800.5

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