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
ZUMZ	2021-02-12	-0.075	0.013	663,800	25,474,718	0.504	0.579	3.025	1,194	309,898,848	171,627.203125
ZUMZ	2021-02-19	-0.054	0.021	648,912	25,475,674	0.507	0.561	2.225	1,172.900024	314,226,272	147,490
ZUMZ	2021-02-26	-0.066	-0.012	648,912	25,474,710	0.508	0.574	2.089	1,148.400024	318,553,728	174,020.984375
ZUMZ	2021-03-05	-0.063	0.003	649,751	25,474,692	0.501	0.564	3.316	1,172.599976	322,881,152	270,718.1875
ZUMZ	2021-03-12	-0.051	0.012	649,751	25,474,724	0.501	0.552	4.567	1,159.099976	327,208,576	372,533.40625
ZUMZ	2021-03-19	-0.077	-0.026	645,613	25,619,334	0.494	0.571	3.633	1,187.199951	331,536,000	296,545.59375
ZUMZ	2021-03-26	-0.12	-0.043	645,613	25,619,156	0.493	0.613	2.775	1,123.400024	327,163,744	302,654.40625
ZUMZ	2021-04-02	-0.094	0.026	614,253	25,620,690	0.473	0.567	3.661	1,114.5	322,791,488	204,967.015625
ZUMZ	2021-04-09	-0.133	-0.039	614,253	25,619,940	0.471	0.604	2.746	1,202.599976	318,419,264	279,597.59375
ZUMZ	2021-04-16	-0.105	0.029	677,467	25,619,256	0.492	0.596	2.184	1,170.800049	314,047,008	182,678
ZUMZ	2021-04-23	-0.087	0.018	677,467	25,620,128	0.491	0.578	3.218	1,150.599976	309,674,752	169,207.59375
ZUMZ	2021-04-30	-0.032	0.055	678,050	25,620,200	0.487	0.519	2.135	1,100.900024	305,302,496	110,994.398438
ZUMZ	2021-05-07	-0.068	-0.036	678,050	25,619,960	0.485	0.554	2.664	1,175.699951	300,930,240	140,543.203125
ZUMZ	2021-05-14	0.001	0.07	678,050	25,620,870	0.487	0.486	1.827	1,124.5	296,558,016	152,972.40625
ZUMZ	2021-05-21	0.011	0.009	830,078	25,618,954	0.53	0.52	1.619	1,059.599976	292,185,760	149,190.203125
ZUMZ	2021-05-28	0.009	-0.002	830,078	25,620,720	0.531	0.522	2.8	1,122.699951	287,813,504	186,503.015625
ZUMZ	2021-06-04	-0.001	-0.01	807,563	25,619,452	0.517	0.518	2.84	1,211.800049	283,441,248	378,437.5
ZUMZ	2021-06-11	-0.035	-0.034	807,563	25,781,848	0.516	0.551	2.252	1,210.199951	279,068,992	264,380.8125
ZUMZ	2021-06-18	-0.024	0.01	938,314	25,780,346	0.549	0.573	2.088	1,115	278,268,768	264,199.40625
ZUMZ	2021-06-25	-0.041	-0.017	938,314	25,780,996	0.549	0.59	1.688	1,264.300049	277,468,544	194,646.796875
ZUMZ	2021-07-02	-0.014	0.027	1,115,415	25,780,200	0.578	0.591	2.078	1,301.900024	276,668,320	238,847.015625
ZUMZ	2021-07-09	0.002	0.016	1,115,415	25,781,980	0.578	0.576	1.757	1,267.699951	275,868,064	181,766.75
ZUMZ	2021-07-16	0.042	0.04	1,335,623.875	25,780,524	0.609	0.567	1.109	1,106.5	275,067,840	246,786.40625
ZUMZ	2021-07-23	0.037	-0.005	1,335,623.875	25,780,388	0.61	0.574	1.016	1,119.900024	274,267,616	220,923.796875
ZUMZ	2021-07-30	0.042	0.005	1,253,807	25,780,070	0.603	0.561	1.535	1,125.300049	273,467,392	150,002.40625
ZUMZ	2021-08-06	0.049	0.007	1,253,807	25,782,170	0.603	0.554	1.796	1,096	272,667,168	249,532.984375
ZUMZ	2021-08-13	0.062	0.013	1,253,807	25,780,512	0.604	0.542	1.556	1,090	271,866,912	134,027.203125
ZUMZ	2021-08-20	0.053	-0.009	1,203,565	25,780,948	0.599	0.546	1.853	1,066.300049	271,066,688	181,455.40625
ZUMZ	2021-08-27	0.058	0.005	1,203,565	25,781,580	0.599	0.541	1.513	1,100.099976	270,266,464	220,092.984375
ZUMZ	2021-09-03	0.133	0.075	1,433,249	25,781,056	0.626	0.492	2.386	1,031.5	269,466,240	226,779.015625
ZUMZ	2021-09-10	0.063	-0.071	1,433,249	25,164,108	0.63	0.567	0.865	950.700012	268,665,984	523,053.75
ZUMZ	2021-09-17	0.082	0.02	1,603,589	25,163,552	0.65	0.568	0.989	1,077	270,265,152	488,807.40625
ZUMZ	2021-09-24	0.026	-0.056	1,603,589	25,164,412	0.651	0.624	1.35	1,040.800049	271,864,320	381,025.96875
ZUMZ	2021-10-01	0.019	-0.007	1,636,895	25,164,810	0.654	0.635	0.768	1,038.300049	273,463,456	300,495
ZUMZ	2021-10-08	0.026	0.007	1,636,895	25,164,216	0.654	0.628	1.29	1,026.699951	275,062,624	270,771.1875
ZUMZ	2021-10-15	0.04	0.013	1,697,110	25,165,614	0.657	0.617	0.874	995.299988	276,661,760	300,736.8125
ZUMZ	2021-10-22	0.053	0.013	1,697,110	25,163,254	0.656	0.604	1.28	1,032.699951	278,260,928	300,707.8125
ZUMZ	2021-10-29	0.067	0.014	1,697,110	25,164,618	0.656	0.59	1.051	1,024.199951	279,860,064	268,007.40625
ZUMZ	2021-11-05	0.099	0.033	1,987,456	25,165,114	0.679	0.58	0.971	1,295.5	281,459,232	342,420.8125
ZUMZ	2021-11-12	0.097	-0.002	1,987,456	25,165,006	0.68	0.583	0.682	1,288.699951	283,058,400	230,264.796875
ZUMZ	2021-11-19	0.082	-0.015	2,304,928	25,165,256	0.694	0.612	0.94	1,309.599976	284,657,536	223,121.40625
ZUMZ	2021-11-26	0.105	0.023	2,304,928	25,163,742	0.693	0.589	0.717	1,191	286,256,704	373,080.5
ZUMZ	2021-12-03	0.11	0.005	2,097,839	25,164,258	0.688	0.578	0.953	1,149	287,855,840	434,185.1875
ZUMZ	2021-12-10	0.063	-0.047	2,097,839	22,976,812	0.697	0.634	1.016	1,099.900024	289,455,008	274,502.03125
ZUMZ	2021-12-17	0.071	0.008	1,905,621	22,976,776	0.686	0.615	1.017	1,028.900024	293,542,272	492,294.03125
ZUMZ	2021-12-24	0.032	-0.039	1,905,621	22,978,212	0.686	0.653	0.948	1,054.699951	297,629,568	359,651.5
ZUMZ	2021-12-31	0.13	0.098	2,077,353	22,977,702	0.69	0.56	0.652	1,102.699951	301,716,864	231,389.203125
ZUMZ	2022-01-07	0.065	-0.065	2,077,353	22,978,082	0.689	0.625	0.879	1,069.400024	305,804,128	254,724.203125
ZUMZ	2022-01-14	0.105	0.04	2,077,353	22,977,646	0.688	0.583	0.915	997	309,891,424	314,421.8125
ZUMZ	2022-01-21	0.082	-0.023	2,045,198	22,977,988	0.685	0.603	0.711	929	313,978,720	324,405.5
ZUMZ	2022-01-28	0.078	-0.004	2,045,198	22,978,034	0.684	0.607	1.167	993.799988	318,065,984	359,585.96875
ZUMZ	2022-02-04	0.115	0.037	2,245,961	22,978,724	0.69	0.574	0.883	1,004.400024	322,153,280	250,016.796875
ZUMZ	2022-02-11	0.064	-0.051	2,245,961	22,977,326	0.688	0.624	0.82	1,013.299988	326,240,576	245,520.59375
ZUMZ	2022-02-18	0.099	0.035	2,586,663	22,978,626	0.698	0.599	0.382	1,010.599976	330,327,872	229,249.796875
ZUMZ	2022-02-25	0.103	0.004	2,586,663	22,978,004	0.698	0.595	0.838	1,023.900024	334,415,136	295,382.03125
ZUMZ	2022-03-04	0.111	0.008	2,738,993	22,977,528	0.699	0.588	0.856	1,022.5	338,502,432	458,093.40625
ZUMZ	2022-03-11	0.095	-0.017	2,738,993	22,977,292	0.699	0.604	0.979	920.700012	342,589,728	883,336.375
ZUMZ	2022-03-18	0.075	-0.02	3,025,062	19,922,268	0.715	0.64	0.695	871.400024	346,676,992	642,748.375
ZUMZ	2022-03-25	0.097	0.023	3,025,062	19,921,994	0.715	0.618	0.51	791.700012	336,177,760	239,080
ZUMZ	2022-04-01	0.076	-0.021	3,016,185	19,922,258	0.714	0.638	0.631	768.799988	325,678,496	271,298.59375
ZUMZ	2022-04-08	0.079	0.002	3,016,185	19,921,488	0.713	0.635	0.828	761.200012	315,179,264	251,632.203125
ZUMZ	2022-04-15	0.108	0.03	3,040,391	19,921,300	0.712	0.603	0.594	784.700012	304,680,000	210,320.5
ZUMZ	2022-04-22	0.108	0	3,040,391	19,923,582	0.712	0.603	0.5	756.099976	294,180,736	191,952
ZUMZ	2022-04-29	0.103	-0.005	2,896,682	19,923,560	0.708	0.605	0.591	729.799988	283,681,504	206,475.015625
ZUMZ	2022-05-06	0.122	0.019	2,896,682	19,921,258	0.708	0.587	0.624	708.400024	273,182,240	246,551.796875
ZUMZ	2022-05-13	0.125	0.003	2,896,682	19,921,076	0.709	0.584	0.67	681.5	262,683,008	251,547.796875
ZUMZ	2022-05-20	0.132	0.007	2,846,961	19,920,962	0.708	0.576	0.802	630.099976	252,183,744	271,711.8125
ZUMZ	2022-05-27	0.116	-0.016	2,846,961	19,923,372	0.709	0.593	0.524	676	241,684,496	374,136.40625
ZUMZ	2022-06-03	0.115	-0.001	2,917,096	19,922,978	0.712	0.598	0.502	620.799988	231,185,248	615,179.75
ZUMZ	2022-06-10	0.072	-0.043	2,917,096	19,459,458	0.714	0.642	0.576	561.599976	220,685,984	497,227.59375
ZUMZ	2022-06-17	0.077	0.005	2,910,781	19,460,042	0.711	0.633	0.565	540.599976	220,632,688	600,523.1875
ZUMZ	2022-06-24	0.048	-0.029	2,910,781	19,460,216	0.711	0.663	0.512	555.200012	220,579,392	498,573.25
ZUMZ	2022-07-01	0.048	0	2,465,183	19,458,712	0.701	0.653	0.744	492.5	220,526,080	289,233.1875
ZUMZ	2022-07-08	0.033	-0.015	2,465,183	19,458,724	0.7	0.667	0.993	499.700012	220,472,768	371,571.25
ZUMZ	2022-07-15	0.035	0.001	2,213,827	19,459,044	0.689	0.654	0.882	503.600006	220,419,456	274,881
ZUMZ	2022-07-22	0.054	0.02	2,213,827	19,460,136	0.688	0.634	0.648	544.299988	220,366,160	267,835.1875
ZUMZ	2022-07-29	0.032	-0.023	2,213,827	19,457,692	0.689	0.657	0.99	505.899994	220,312,848	270,110.1875
ZUMZ	2022-08-05	0.051	0.019	2,325,279	19,460,058	0.693	0.642	0.869	526.200012	220,259,536	224,757.40625
ZUMZ	2022-08-12	0.032	-0.019	2,325,279	19,460,652	0.694	0.662	0.903	573.700012	220,206,224	353,843
ZUMZ	2022-08-19	-0.006	-0.038	2,315,482	19,460,198	0.696	0.703	0.92	569.599976	220,152,928	269,399.1875
ZUMZ	2022-08-26	0.014	0.02	2,315,482	19,459,658	0.697	0.683	0.721	533	220,099,616	254,500.59375
ZUMZ	2022-09-02	-0.021	-0.035	2,428,759	19,459,672	0.698	0.719	0.946	497	220,046,304	278,489.8125
ZUMZ	2022-09-09	0.02	0.041	2,428,759	19,470,246	0.699	0.679	0.898	536.599976	219,992,992	1,125,663.5
ZUMZ	2022-09-16	-0.024	-0.043	2,598,025	19,471,442	0.706	0.73	0.866	456.799988	221,346,688	784,635.8125
ZUMZ	2022-09-23	-0.074	-0.05	2,598,025	19,469,836	0.707	0.781	0.681	426	222,700,384	369,429.40625
ZUMZ	2022-09-30	-0.074	0	2,542,359	19,470,506	0.704	0.778	0.942	419.200012	224,054,080	340,070.03125
ZUMZ	2022-10-07	-0.092	-0.017	2,542,359	19,471,734	0.704	0.796	0.897	420.200012	225,407,776	334,409.8125
ZUMZ	2022-10-14	-0.033	0.058	2,542,359	19,470,450	0.705	0.738	0.806	411.799988	226,761,456	253,344.59375
ZUMZ	2022-10-21	-0.066	-0.032	2,050,682	19,469,406	0.689	0.754	0.64	407.299988	228,115,152	252,490.59375
ZUMZ	2022-10-28	-0.078	-0.013	2,050,682	19,470,432	0.689	0.767	0.692	441.200012	229,468,848	257,493.796875
ZUMZ	2022-11-04	-0.016	0.062	2,116,201	19,470,614	0.693	0.708	0.836	434	230,822,544	187,581.40625
ZUMZ	2022-11-11	-0.046	-0.03	2,116,201	19,468,698	0.693	0.739	0.991	472.700012	232,176,224	250,295.59375
ZUMZ	2022-11-18	-0.013	0.033	2,208,120	19,470,142	0.7	0.712	0.767	463	233,529,920	232,155.40625
ZUMZ	2022-11-25	-0.029	-0.016	2,208,120	19,468,658	0.701	0.73	0.679	469	234,883,616	251,135.75
ZUMZ	2022-12-02	0.029	0.058	2,225,611	19,469,828	0.7	0.671	0.827	451.700012	236,237,312	792,561.1875
ZUMZ	2022-12-09	-0.046	-0.074	2,225,611	19,488,986	0.701	0.747	0.787	442.399994	237,591,008	509,602.40625
ZUMZ	2022-12-16	-0.03	0.015	2,571,042	19,492,360	0.718	0.749	0.911	395.5	240,425,600	491,191.59375
ZUMZ	2022-12-23	-0.039	-0.008	2,571,042	19,490,718	0.721	0.76	0.798	409.5	243,260,192	399,339.59375
ZUMZ	2022-12-30	-0.032	0.006	2,987,584	19,489,422	0.734	0.766	0.517	423.700012	246,094,800	277,030.75
ZUMZ	2023-01-06	-0.041	-0.009	2,987,584	19,489,488	0.735	0.776	0.559	454.299988	248,929,408	408,216.75

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