Datasets:

paperswithbacktest
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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
ZUMZ	2019-09-27	0.014	-0.007	3,848,203	25,764,176	0.822	0.808	0.474	774.599976	233,901,456	407,150.8125
ZUMZ	2019-10-04	0.01	-0.003	3,245,154	25,765,158	0.801	0.79	0.803	803.099976	236,639,696	420,203.40625
ZUMZ	2019-10-11	-0.022	-0.032	3,245,154	25,764,668	0.801	0.823	0.495	803.599976	239,377,920	391,144.1875
ZUMZ	2019-10-18	0.051	0.072	3,946,356	25,762,402	0.825	0.774	0.33	841.400024	242,116,160	379,137
ZUMZ	2019-10-25	0.032	-0.018	3,946,356	25,764,458	0.825	0.792	0.334	851	244,854,384	353,265.96875
ZUMZ	2019-11-01	0.103	0.07	3,557,138	25,762,604	0.814	0.712	0.408	822.599976	247,592,608	208,418.40625
ZUMZ	2019-11-08	0.066	-0.036	3,557,138	25,765,240	0.815	0.748	0.397	794.599976	250,330,848	304,159.59375
ZUMZ	2019-11-15	0.043	-0.024	2,759,146	25,763,046	0.779	0.736	0.519	785	253,069,072	236,800.40625
ZUMZ	2019-11-22	0.012	-0.031	2,759,146	25,765,360	0.779	0.768	0.823	742.299988	255,807,312	379,239.1875
ZUMZ	2019-11-29	0.055	0.043	2,759,146	25,765,062	0.779	0.724	0.727	761.099976	258,545,536	511,335.75
ZUMZ	2019-12-06	0.019	-0.036	2,681,660	25,762,616	0.774	0.754	0.838	913.799988	261,283,776	1,217,070.25
ZUMZ	2019-12-13	-0.032	-0.051	2,681,660	25,804,438	0.774	0.806	0.733	826	264,022,000	698,339.375
ZUMZ	2019-12-20	-0.066	-0.034	2,004,241	25,803,514	0.733	0.799	1.028	822.099976	268,645,632	592,271.8125
ZUMZ	2019-12-27	-0.017	0.049	2,004,241	25,803,492	0.733	0.75	0.63	843	273,269,280	253,389.25
ZUMZ	2020-01-03	0.049	0.065	1,856,162	25,802,542	0.72	0.672	1.052	872.900024	277,892,928	444,484.5
ZUMZ	2020-01-10	0.03	-0.019	1,856,162	25,802,250	0.72	0.69	0.812	871.599976	282,516,576	311,871.40625
ZUMZ	2020-01-17	0.053	0.023	2,120,004	25,803,650	0.736	0.683	0.928	891	287,140,224	512,507.1875
ZUMZ	2020-01-24	0.054	0.001	2,120,004	25,803,740	0.736	0.682	0.849	828.299988	291,763,872	442,117.25
ZUMZ	2020-01-31	0.116	0.062	2,320,317	25,803,658	0.751	0.635	1.085	804.299988	296,387,488	270,789.59375
ZUMZ	2020-02-07	0.096	-0.02	2,320,317	25,803,010	0.75	0.654	0.589	822.599976	301,011,136	207,392.796875
ZUMZ	2020-02-14	0.136	0.04	2,320,317	25,801,900	0.751	0.615	0.842	841.400024	305,634,784	220,856.203125
ZUMZ	2020-02-21	0.086	-0.049	2,045,871	25,802,038	0.739	0.653	0.851	810.700012	310,258,432	201,799.5
ZUMZ	2020-02-28	0.124	0.038	2,045,871	25,804,748	0.74	0.615	1.299	684.599976	314,882,080	298,827
ZUMZ	2020-03-06	0.128	0.004	1,958,143	25,802,714	0.735	0.607	0.904	646.099976	319,505,728	385,723.1875
ZUMZ	2020-03-13	0.115	-0.013	1,958,143	25,803,758	0.736	0.621	1.09	494.399994	324,129,344	654,498.375
ZUMZ	2020-03-20	0.091	-0.024	1,906,883	25,804,470	0.729	0.638	1.333	461.899994	328,752,992	892,068.8125
ZUMZ	2020-03-27	0.068	-0.023	1,906,883	25,804,236	0.73	0.662	1.286	450.799988	312,837,920	483,128
ZUMZ	2020-04-03	0.034	-0.034	1,616,640	25,808,672	0.693	0.659	0.817	375	296,922,848	507,180.40625
ZUMZ	2020-04-10	0.052	0.018	1,616,640	25,804,388	0.694	0.641	0.971	564.599976	281,007,744	600,287.75
ZUMZ	2020-04-17	0.062	0.009	1,685,851	25,804,068	0.714	0.652	1.26	558.400024	265,092,672	425,961
ZUMZ	2020-04-24	0.083	0.021	1,685,851	25,806,278	0.714	0.631	1.604	484.899994	249,177,584	330,245.59375
ZUMZ	2020-05-01	0.068	-0.015	1,558,231	25,805,542	0.697	0.629	1.16	549.400024	233,262,496	386,983.40625
ZUMZ	2020-05-08	0.078	0.01	1,558,231	25,807,560	0.697	0.619	1.283	525.700012	217,347,424	263,852.40625
ZUMZ	2020-05-15	0.068	-0.01	1,270,324	25,804,930	0.653	0.585	1.523	492.100006	201,432,336	275,775.59375
ZUMZ	2020-05-22	0.049	-0.019	1,270,324	25,805,242	0.653	0.604	1.551	551.200012	185,517,248	278,245.40625
ZUMZ	2020-05-29	0.041	-0.008	1,270,324	25,806,320	0.653	0.612	1.712	628.900024	169,602,160	445,320
ZUMZ	2020-06-05	-0.012	-0.053	1,194,759	25,807,874	0.635	0.647	1.881	760.299988	153,687,088	568,746.375
ZUMZ	2020-06-12	-0.026	-0.014	1,194,759	25,429,658	0.639	0.665	1.304	668.799988	137,772,000	407,905.40625
ZUMZ	2020-06-19	-0.009	0.017	1,215,369	25,430,068	0.648	0.657	1.427	680	146,435,088	339,068.40625
ZUMZ	2020-06-26	0.006	0.016	1,215,369	25,432,098	0.648	0.641	1.412	659.200012	155,098,160	290,884.1875
ZUMZ	2020-07-03	0.061	0.054	1,396,111	25,430,942	0.679	0.618	1.54	705.200012	163,761,232	260,994
ZUMZ	2020-07-10	0.069	0.008	1,396,111	25,429,124	0.679	0.61	1.06	654.799988	172,424,304	289,855
ZUMZ	2020-07-17	0.075	0.007	1,371,751.875	25,431,764	0.655	0.58	1.373	659.700012	181,087,392	236,200.40625
ZUMZ	2020-07-24	0.048	-0.027	1,371,751.875	25,430,800	0.655	0.606	1.265	652.299988	189,750,464	309,191.40625
ZUMZ	2020-07-31	0.058	0.01	1,329,617	25,432,900	0.651	0.593	1.787	587.5	198,413,536	260,460
ZUMZ	2020-08-07	0.054	-0.005	1,329,617	25,432,774	0.653	0.599	1.713	605.299988	207,076,608	312,508.1875
ZUMZ	2020-08-14	0.062	0.008	1,329,617	25,430,652	0.657	0.595	1.703	628.900024	215,739,696	229,930.40625
ZUMZ	2020-08-21	0.086	0.024	1,532,706	25,432,468	0.691	0.605	1.153	596.900024	224,402,768	323,191.1875
ZUMZ	2020-08-28	0.084	-0.003	1,532,706	25,429,118	0.691	0.607	1.063	663.700012	233,065,840	354,952.8125
ZUMZ	2020-09-04	0.032	-0.052	1,136,216.125	25,430,560	0.634	0.602	1.774	694	241,728,928	383,309
ZUMZ	2020-09-11	0.05	0.018	1,136,216.125	25,446,554	0.634	0.584	1.735	723.700012	250,392,000	967,145
ZUMZ	2020-09-18	0.055	0.005	1,525,398	25,444,850	0.692	0.636	2.01	763.599976	251,973,536	597,686.625
ZUMZ	2020-09-25	0.052	-0.004	1,525,398	25,445,508	0.691	0.639	1.365	691.099976	253,555,072	314,118.03125
ZUMZ	2020-10-02	0.053	0.002	1,413,357	25,445,508	0.676	0.622	0.931	716.799988	255,136,608	305,073.8125
ZUMZ	2020-10-09	0.054	-0	1,413,357	25,445,830	0.675	0.621	1.062	796.200012	256,718,160	304,416.59375
ZUMZ	2020-10-16	0.048	-0.006	1,357,414	25,446,402	0.657	0.609	1.187	823.700012	258,299,696	256,391.203125
ZUMZ	2020-10-23	0.056	0.008	1,357,414	25,444,052	0.656	0.601	1.215	793.599976	259,881,232	208,962.59375
ZUMZ	2020-10-30	0.075	0.02	1,420,177	25,446,428	0.671	0.595	1.115	712.5	261,462,768	182,596
ZUMZ	2020-11-06	0.095	0.02	1,420,177	25,444,222	0.671	0.576	1.343	761.799988	263,044,304	173,684.984375
ZUMZ	2020-11-13	0.114	0.019	1,420,177	25,443,900	0.672	0.558	1.152	825.400024	264,625,824	299,751.40625
ZUMZ	2020-11-20	0.095	-0.018	1,408,340	25,444,604	0.669	0.573	1.08	884.200012	266,207,392	179,279.796875
ZUMZ	2020-11-27	0.073	-0.022	1,408,340	25,445,068	0.667	0.594	1.834	951.900024	267,788,928	267,554.25
ZUMZ	2020-12-04	0.053	-0.02	1,201,881	25,443,900	0.64	0.587	1.374	934.299988	269,370,464	534,597
ZUMZ	2020-12-11	0.019	-0.034	1,201,881	25,475,738	0.64	0.62	1.549	939.799988	270,952,000	269,502.1875
ZUMZ	2020-12-18	0.05	0.031	1,202,027	25,476,128	0.639	0.589	1.475	965.799988	275,279,424	297,313.96875
ZUMZ	2020-12-25	0.034	-0.016	1,202,027	25,476,260	0.639	0.605	1.259	917.400024	279,606,848	205,091.5
ZUMZ	2021-01-01	0.02	-0.014	964,983	25,475,804	0.595	0.574	2.287	937	283,934,272	175,656.5
ZUMZ	2021-01-08	0.022	0.002	964,983	25,474,526	0.595	0.573	2.011	1,020	288,261,728	237,011.015625
ZUMZ	2021-01-15	-0.015	-0.037	802,907	25,475,556	0.547	0.563	1.923	1,146.400024	292,589,152	217,588
ZUMZ	2021-01-22	-0.02	-0.005	802,907	25,476,840	0.549	0.569	1.79	1,122	296,916,576	292,593.25
ZUMZ	2021-01-29	-0.024	-0.004	802,907	25,475,858	0.547	0.571	1.812	1,097.5	301,244,000	359,430.8125
ZUMZ	2021-02-05	-0.071	-0.047	663,800	25,476,552	0.505	0.576	3.684	1,178.800049	305,571,424	226,461.40625
ZUMZ	2021-02-12	-0.062	0.009	663,800	25,474,718	0.504	0.566	2.535	1,194	309,898,848	171,627.203125
ZUMZ	2021-02-19	-0.046	0.016	648,912	25,475,674	0.507	0.552	2.688	1,172.900024	314,226,272	147,490
ZUMZ	2021-02-26	-0.048	-0.002	648,912	25,474,710	0.508	0.555	3.923	1,148.400024	318,553,728	174,020.984375
ZUMZ	2021-03-05	-0.039	0.009	649,751	25,474,692	0.501	0.539	2.729	1,172.599976	322,881,152	270,718.1875
ZUMZ	2021-03-12	-0.041	-0.002	649,751	25,474,724	0.501	0.541	2.964	1,159.099976	327,208,576	372,533.40625
ZUMZ	2021-03-19	-0.089	-0.049	645,613	25,619,334	0.493	0.583	3.914	1,187.199951	331,536,000	296,545.59375
ZUMZ	2021-03-26	-0.091	-0.002	645,613	25,619,156	0.493	0.584	3.15	1,123.400024	327,163,744	302,654.40625
ZUMZ	2021-04-02	-0.101	-0.01	614,253	25,620,690	0.471	0.572	2.361	1,114.5	322,791,488	204,967.015625
ZUMZ	2021-04-09	-0.112	-0.011	614,253	25,619,940	0.469	0.581	2.525	1,202.599976	318,419,264	279,597.59375
ZUMZ	2021-04-16	-0.07	0.042	677,467	25,619,256	0.49	0.56	2.149	1,170.800049	314,047,008	182,678
ZUMZ	2021-04-23	-0.07	-0	677,467	25,620,128	0.489	0.559	4.556	1,150.599976	309,674,752	169,207.59375
ZUMZ	2021-04-30	-0.02	0.05	678,050	25,620,200	0.484	0.505	2.67	1,100.900024	305,302,496	110,994.398438
ZUMZ	2021-05-07	-0.055	-0.035	678,050	25,619,960	0.483	0.539	2.411	1,175.699951	300,930,240	140,543.203125
ZUMZ	2021-05-14	-0.016	0.04	678,050	25,620,870	0.485	0.5	2.769	1,124.5	296,558,016	152,972.40625
ZUMZ	2021-05-21	0.009	0.025	830,078	25,618,954	0.528	0.519	2.408	1,059.599976	292,185,760	149,190.203125
ZUMZ	2021-05-28	0.002	-0.007	830,078	25,620,720	0.528	0.526	3.043	1,122.699951	287,813,504	186,503.015625
ZUMZ	2021-06-04	0.003	0.001	807,563	25,619,452	0.514	0.511	2.239	1,211.800049	283,441,248	378,437.5
ZUMZ	2021-06-11	-0.055	-0.058	807,563	25,781,848	0.513	0.568	2.687	1,210.199951	279,068,992	264,380.8125
ZUMZ	2021-06-18	-0.028	0.027	938,314	25,780,346	0.545	0.573	1.868	1,115	278,268,768	264,199.40625
ZUMZ	2021-06-25	-0.024	0.004	938,314	25,780,996	0.546	0.57	1.625	1,264.300049	277,468,544	194,646.796875
ZUMZ	2021-07-02	0.004	0.028	1,115,415	25,780,200	0.574	0.57	1.484	1,301.900024	276,668,320	238,847.015625
ZUMZ	2021-07-09	0.017	0.013	1,115,415	25,781,980	0.575	0.557	1.593	1,267.699951	275,868,064	181,766.75
ZUMZ	2021-07-16	0.04	0.023	1,335,623.875	25,780,524	0.605	0.566	1.658	1,106.5	275,067,840	246,786.40625
ZUMZ	2021-07-23	0.038	-0.001	1,335,623.875	25,780,388	0.607	0.568	1.598	1,119.900024	274,267,616	220,923.796875
ZUMZ	2021-07-30	0.048	0.01	1,253,807	25,780,070	0.599	0.55	0.962	1,125.300049	273,467,392	150,002.40625
ZUMZ	2021-08-06	0.033	-0.015	1,253,807	25,782,170	0.599	0.566	2.399	1,096	272,667,168	249,532.984375
ZUMZ	2021-08-13	0.075	0.042	1,253,807	25,780,512	0.6	0.525	1.887	1,090	271,866,912	134,027.203125
ZUMZ	2021-08-20	0.067	-0.008	1,203,565	25,780,948	0.595	0.527	1.322	1,066.300049	271,066,688	181,455.40625

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