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
ZETA	2022-11-11	0.033	-0.022	10,866,749	206,624,848	0.596	0.563	1.609	1,812.099976	153,682,496	1,210,795.625
ZETA	2022-11-18	0.013	-0.02	9,828,546	206,622,608	0.582	0.568	1.077	1,719.099976	155,112,992	1,076,005.375
ZETA	2022-11-25	0.081	0.068	9,828,546	206,623,680	0.582	0.501	0.502	1,762.5	156,543,504	559,786.25
ZETA	2022-12-02	0.034	-0.047	8,328,793	206,617,312	0.557	0.523	2.973	1,814.099976	157,974,000	923,016.375
ZETA	2022-12-09	0.071	0.038	8,328,793	206,625,552	0.558	0.486	0.617	1,843.099976	159,404,496	837,501
ZETA	2022-12-16	0.011	-0.06	7,285,655	206,616,272	0.539	0.527	1.469	1,776.900024	160,835,008	1,291,630
ZETA	2022-12-23	0.027	0.016	7,285,655	206,626,064	0.54	0.513	3.443	1,696.400024	162,265,504	694,215.8125
ZETA	2022-12-30	0.05	0.023	6,905,961	206,621,776	0.53	0.48	2.362	1,688.099976	163,696,000	584,192.5
ZETA	2023-01-06	0.046	-0.005	6,905,961	206,621,616	0.531	0.485	0.76	1,681.900024	165,126,496	758,983.5
ZETA	2023-01-13	0.03	-0.016	6,905,961	206,617,808	0.531	0.501	2.894	1,832.699951	166,556,992	649,873.625
ZETA	2023-01-20	0.064	0.034	7,124,854	206,624,416	0.534	0.47	0.907	1,793.5	167,987,504	584,685.25
ZETA	2023-01-27	0.063	-0.001	7,124,854	206,619,104	0.534	0.471	2.568	1,882.300049	169,418,000	785,467.625
ZETA	2023-02-03	0.035	-0.028	6,915,526	206,622,448	0.533	0.498	1.763	2,024.900024	170,848,496	1,318,431.75
ZETA	2023-02-10	0.009	-0.027	6,915,526	206,620,864	0.534	0.525	2.021	1,803.800049	172,279,008	845,290.625
ZETA	2023-02-17	0.028	0.02	7,216,082	206,617,632	0.544	0.516	2.621	1,967	173,709,504	1,013,976.625
ZETA	2023-02-24	-0.013	-0.041	7,216,082	207,420,560	0.544	0.557	5.12	2,219.399902	175,140,000	1,962,560.75
ZETA	2023-03-03	-0.005	0.008	8,535,327	207,422,864	0.58	0.585	2.772	2,285.800049	173,386,208	2,001,514
ZETA	2023-03-10	0.014	0.019	8,535,327	207,419,360	0.581	0.568	1.609	2,121.899902	171,632,400	970,193.1875
ZETA	2023-03-17	0.012	-0.002	7,924,582	207,421,312	0.568	0.555	1.329	2,043.099976	169,878,592	1,187,972.375
ZETA	2023-03-24	-0.029	-0.041	7,924,582	207,424,400	0.569	0.598	2.121	2,126.100098	168,124,800	1,035,787.1875
ZETA	2023-03-31	0.087	0.116	8,362,914	207,423,808	0.575	0.488	1.251	2,246.399902	166,371,008	706,644.8125
ZETA	2023-04-07	0.019	-0.068	8,362,914	207,419,040	0.576	0.556	2.238	2,113.600098	164,617,200	859,779.25
ZETA	2023-04-14	0.093	0.073	8,362,914	207,421,568	0.576	0.483	1.551	2,115.699951	162,863,392	864,255.8125
ZETA	2023-04-21	0.048	-0.045	9,059,266	207,418,112	0.582	0.534	2.197	2,153	161,109,600	806,402.625
ZETA	2023-04-28	0.032	-0.016	9,059,266	207,415,040	0.582	0.551	1.737	2,014	159,355,808	931,938.8125
ZETA	2023-05-05	0.043	0.011	9,430,085	212,314,128	0.584	0.542	0.612	1,770.699951	157,602,000	1,816,554.25
ZETA	2023-05-12	0.066	0.023	9,430,085	212,312,416	0.587	0.521	1.537	1,726.099976	158,695,456	1,019,521
ZETA	2023-05-19	0.002	-0.064	9,346,989	212,316,048	0.588	0.586	1.39	1,760.099976	159,788,928	1,564,954.625
ZETA	2023-05-26	0.026	0.024	9,346,989	212,315,536	0.588	0.562	1.346	1,870.5	160,882,384	1,088,941.75
ZETA	2023-06-02	0.05	0.024	9,112,772	212,310,272	0.581	0.531	0.958	1,902.300049	161,975,840	1,622,649.75
ZETA	2023-06-09	0.015	-0.035	9,112,772	212,309,424	0.581	0.566	1.478	1,893.800049	163,069,312	770,651
ZETA	2023-06-16	0.026	0.011	8,820,464	212,309,392	0.576	0.549	1.782	1,921.400024	164,162,768	938,327.8125
ZETA	2023-06-23	0.01	-0.016	8,820,464	212,311,344	0.576	0.567	1.812	1,800.400024	165,256,224	1,552,438.75
ZETA	2023-06-30	0.025	0.016	8,806,837	212,318,496	0.576	0.55	0.966	1,813.199951	166,349,696	879,894.8125
ZETA	2023-07-07	0.06	0.035	8,806,837	212,315,280	0.576	0.516	1.411	1,724	167,443,152	718,204.5
ZETA	2023-07-14	0.104	0.044	8,806,837	212,315,232	0.576	0.472	1.913	1,953.300049	168,536,608	853,420.625
ZETA	2023-07-21	0.063	-0.041	8,619,567	212,318,016	0.575	0.512	1.476	1,896	169,630,080	697,354.625
ZETA	2023-07-28	0.076	0.013	8,619,567	212,316,368	0.575	0.499	1.631	1,879	170,723,536	555,009.1875
ZETA	2023-08-04	0.091	0.015	8,664,761	214,169,344	0.578	0.487	0.723	1,998.199951	171,816,992	1,758,480
ZETA	2023-08-11	0.014	-0.077	8,664,761	214,161,568	0.58	0.566	1.955	1,749.699951	173,137,536	1,103,884
ZETA	2023-08-18	0.131	0.117	8,673,046	214,166,672	0.592	0.462	0.695	1,644.800049	174,458,080	629,311.1875
ZETA	2023-08-25	0.011	-0.12	8,673,046	214,173,120	0.593	0.583	0.165	1,657.699951	175,778,608	1,433,264
ZETA	2023-09-01	0.025	0.014	8,435,089	214,173,232	0.586	0.562	2.926	1,632	177,099,152	1,148,569.625
ZETA	2023-09-08	0.011	-0.014	8,435,089	214,162,560	0.587	0.576	3.175	1,739	178,419,696	855,066.75
ZETA	2023-09-15	0.027	0.016	8,640,993	214,168,800	0.595	0.568	1.374	1,674.800049	179,740,224	1,274,784.25
ZETA	2023-09-22	0.014	-0.013	8,640,993	214,173,040	0.595	0.582	1.309	1,683.400024	181,060,768	810,300.0625
ZETA	2023-09-29	0.021	0.007	8,640,993	214,167,664	0.597	0.576	0.957	1,788.300049	182,381,312	1,391,320.375
ZETA	2023-10-06	0.008	-0.012	9,114,923	214,164,704	0.602	0.594	1.617	1,820.400024	183,701,856	1,055,969.25
ZETA	2023-10-13	0.021	0.012	9,114,923	214,168,624	0.603	0.582	1.161	1,829	185,022,384	1,205,082.25
ZETA	2023-10-20	0.033	0.012	9,653,233	214,164,672	0.612	0.579	2.412	1,794.699951	186,342,928	1,834,553.75
ZETA	2023-10-27	0.021	-0.012	9,653,233	214,164,496	0.612	0.591	0.629	1,640.5	187,663,456	1,274,893.625
ZETA	2023-11-03	0.037	0.015	9,704,994	214,272,192	0.617	0.581	1.318	1,810.599976	188,984,000	1,871,558.625
ZETA	2023-11-10	0.016	-0.021	9,704,994	214,271,856	0.619	0.603	1.613	1,765.599976	190,239,072	935,266
ZETA	2023-11-17	0.021	0.004	9,462,122	214,273,904	0.617	0.596	3.816	1,814.900024	191,494,112	1,050,415.375
ZETA	2023-11-24	0.075	0.055	9,462,122	214,279,136	0.618	0.543	1.144	1,857.800049	192,749,184	688,237.5
ZETA	2023-12-01	0.08	0.005	9,948,935	214,277,264	0.627	0.547	1.343	1,808.5	194,004,240	1,558,873
ZETA	2023-12-08	0.042	-0.038	9,948,935	214,278,496	0.628	0.586	1.452	1,692.800049	195,259,296	1,118,342.375
ZETA	2023-12-15	0.057	0.016	9,544,929	214,280,704	0.62	0.563	2.53	1,832.099976	196,514,352	2,953,088.5
ZETA	2023-12-22	-0.003	-0.061	9,544,929	214,274,544	0.621	0.624	1.466	1,919.900024	197,769,408	1,601,603.625
ZETA	2023-12-29	0.105	0.108	9,544,929	214,274,400	0.623	0.518	2.199	1,889.900024	199,024,464	954,179.25
ZETA	2024-01-05	-0.024	-0.129	10,451,602	214,280,448	0.638	0.662	1.294	1,742.099976	200,279,536	1,396,560.25
ZETA	2024-01-12	0.011	0.034	10,451,602	214,279,808	0.638	0.627	0.491	2,067.800049	201,534,592	1,614,344.625
ZETA	2024-01-19	-0.024	-0.035	9,643,277	214,272,544	0.63	0.654	0.616	2,091.300049	202,789,648	1,378,016.5
ZETA	2024-01-26	0.01	0.034	9,643,277	214,274,208	0.63	0.621	0.745	2,125.600098	204,044,704	1,024,313
ZETA	2024-02-02	0.067	0.057	9,476,235	214,279,936	0.627	0.561	2.471	2,112.800049	205,299,760	805,001
ZETA	2024-02-09	0.052	-0.015	9,476,235	214,274,288	0.628	0.576	1.277	2,140.600098	206,554,816	832,502.1875
ZETA	2024-02-16	0.044	-0.008	9,204,966	214,278,816	0.622	0.578	0.589	2,213.5	207,809,888	1,210,892.25
ZETA	2024-02-23	0.054	0.01	9,204,966	214,281,552	0.622	0.568	1.919	2,207.100098	209,064,944	1,472,270.75
ZETA	2024-03-01	-0.012	-0.065	9,138,395	218,412,384	0.613	0.625	1.209	2,256.199951	210,320,000	2,668,613.5
ZETA	2024-03-08	-0.007	0.004	9,138,395	218,421,568	0.614	0.621	0.67	2,227.899902	208,782,704	1,089,512.25
ZETA	2024-03-15	-0.007	-0	9,083,609	218,418,992	0.61	0.617	1.514	2,251.899902	207,245,408	1,321,643.75
ZETA	2024-03-22	-0.044	-0.037	9,083,609	218,416,288	0.612	0.656	2.548	2,413.5	205,708,096	1,557,298.375
ZETA	2024-03-29	-0.001	0.043	9,083,609	218,417,200	0.614	0.615	1.896	2,387.300049	204,170,800	896,731.25
ZETA	2024-04-05	-0.038	-0.036	10,006,880	218,413,744	0.63	0.667	1.669	2,671.199951	202,633,504	2,586,879.75
ZETA	2024-04-12	-0.034	0.004	9,624,339	218,419,744	0.622	0.656	1.552	2,612.300049	201,096,208	1,293,736.75
ZETA	2024-04-19	-0.041	-0.007	9,624,339	218,418,800	0.623	0.664	1.309	2,555.5	199,558,896	1,474,227.25
ZETA	2024-04-26	-0.024	0.016	9,624,339	218,417,360	0.624	0.648	1.957	2,815.399902	198,021,600	1,824,795.625
ZETA	2024-05-03	-0.063	-0.039	9,041,893	218,416,544	0.605	0.668	1.192	2,800.100098	196,484,304	1,621,912.125
ZETA	2024-05-10	-0.08	-0.017	9,041,893	218,791,136	0.605	0.685	2.001	3,456.899902	194,947,008	4,472,252.5
ZETA	2024-05-17	-0.075	0.004	9,914,718	218,788,752	0.625	0.701	1.94	3,811.300049	197,688,000	2,570,469.5
ZETA	2024-05-24	-0.066	0.01	9,914,718	218,788,400	0.626	0.691	1.669	3,774.100098	200,428,992	2,987,382.75
ZETA	2024-05-31	-0.071	-0.006	9,304,495	218,787,488	0.614	0.685	0.584	3,572.800049	203,170,000	2,385,998.75
ZETA	2024-06-07	-0.097	-0.026	9,304,495	218,792,592	0.609	0.706	2.412	3,660.399902	205,911,008	1,778,070.75
ZETA	2024-06-14	-0.054	0.042	9,304,495	218,790,512	0.61	0.664	1.87	3,509.399902	208,652,000	1,949,074
ZETA	2024-06-21	-0.09	-0.035	8,572,336	218,790,016	0.588	0.677	1.818	3,417.5	211,392,992	2,344,921
ZETA	2024-06-28	-0.088	0.001	8,572,336	218,787,552	0.589	0.677	2.351	3,861.600098	214,134,000	4,049,048.5
ZETA	2024-07-05	-0.08	0.008	9,587,880	218,787,360	0.609	0.689	1.35	3,806.899902	216,875,008	1,943,253
ZETA	2024-07-12	-0.067	0.014	9,587,880	218,788,224	0.61	0.676	1.193	3,863.800049	219,616,000	2,220,718
ZETA	2024-07-19	-0.059	0.008	10,808,519	218,788,336	0.632	0.691	1.54	4,496.100098	222,356,992	4,118,595.75
ZETA	2024-07-26	-0.072	-0.013	10,808,519	218,789,152	0.634	0.705	1.433	4,679.899902	225,098,000	3,342,579.25
ZETA	2024-08-02	-0.072	-0	11,754,412	219,943,504	0.651	0.723	1.393	5,060.899902	227,839,008	5,331,662
ZETA	2024-08-09	-0.058	0.014	11,754,412	219,945,056	0.652	0.71	1.642	5,203.899902	230,536,064	3,081,950.75
ZETA	2024-08-16	-0.031	0.027	12,337,560	219,947,312	0.668	0.699	1.483	5,426.100098	233,233,136	3,019,805
ZETA	2024-08-23	-0.015	0.016	12,337,560	219,943,968	0.669	0.683	1.113	5,496.399902	235,930,208	2,161,275.75
ZETA	2024-08-30	-0.023	-0.009	10,236,675	219,946,992	0.631	0.654	0.842	5,808.799805	238,627,264	2,403,093.5
ZETA	2024-09-06	-0.062	-0.039	10,236,675	219,944,144	0.631	0.693	2.608	5,511.799805	241,324,336	5,509,599
ZETA	2024-09-13	-0.037	0.025	10,236,675	219,945,488	0.631	0.669	1.4	6,052.899902	244,021,408	2,934,743.75
ZETA	2024-09-20	-0.022	0.015	10,526,728	219,944,720	0.637	0.659	1.709	6,365.200195	246,718,464	3,399,880.5
ZETA	2024-09-27	-0.04	-0.018	10,526,728	219,945,792	0.637	0.677	1.196	6,490.600098	249,415,536	3,421,159
ZETA	2024-10-04	-0.045	-0.005	9,998,917	219,945,232	0.625	0.671	1.833	6,827.100098	252,112,608	2,255,109.75

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