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paperswithbacktest
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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	2017-04-14	-0.045	-0.003	3,926,543.75	24,940,828	0.841	0.887	0.642	421.5	236,140,992	251,818.5
ZUMZ	2017-04-21	-0.069	-0.024	4,012,395	24,945,054	0.842	0.911	0.369	454	229,267,744	374,413.59375
ZUMZ	2017-04-28	-0.068	0.001	3,970,711	24,941,504	0.842	0.91	0.469	447.700012	222,394,496	322,362.8125
ZUMZ	2017-05-05	-0.029	0.039	3,970,711	24,944,928	0.842	0.872	0.441	430.299988	215,521,248	422,976.40625
ZUMZ	2017-05-12	-0.038	-0.009	3,970,711	24,946,238	0.844	0.882	0.611	406	208,648,000	450,001.1875
ZUMZ	2017-05-19	-0.032	0.006	3,945,440	24,943,144	0.841	0.873	0.377	372.899994	201,774,752	469,728.1875
ZUMZ	2017-05-26	-0.04	-0.008	3,945,440	24,945,580	0.841	0.881	0.119	366.700012	194,901,504	467,769.96875
ZUMZ	2017-06-02	-0.05	-0.01	4,004,339	24,943,024	0.843	0.893	0.463	317.399994	188,028,256	1,052,656
ZUMZ	2017-06-09	-0.072	-0.022	4,004,339	25,198,502	0.843	0.914	0.616	336.399994	181,155,008	819,094.8125
ZUMZ	2017-06-16	-0.078	-0.006	4,299,412	25,195,220	0.849	0.927	0.467	316.200012	182,008,080	540,444.625
ZUMZ	2017-06-23	-0.109	-0.031	4,299,412	25,199,998	0.849	0.958	0.497	302.399994	182,861,152	588,894.375
ZUMZ	2017-06-30	-0.091	0.018	4,187,356	25,198,382	0.843	0.935	0.476	311.200012	183,714,224	636,928.8125
ZUMZ	2017-07-07	-0.097	-0.006	4,187,356	25,196,788	0.843	0.941	0.53	313.700012	184,567,312	716,750.25
ZUMZ	2017-07-14	-0.089	0.009	4,187,356	25,196,788	0.843	0.932	0.504	313.700012	185,420,384	377,390.8125
ZUMZ	2017-07-21	-0.106	-0.017	4,195,144	25,193,678	0.841	0.947	0.31	318.700012	186,273,440	509,950.03125
ZUMZ	2017-07-28	-0.103	0.002	4,195,144	25,193,548	0.841	0.945	0.453	312.399994	187,126,544	263,557.40625
ZUMZ	2017-08-04	-0.022	0.081	4,256,797	25,198,442	0.843	0.865	0.373	323.799988	187,979,616	587,354.8125
ZUMZ	2017-08-11	-0.061	-0.04	4,256,797	25,195,122	0.844	0.906	0.52	309.899994	188,832,688	376,078.1875
ZUMZ	2017-08-18	-0.061	0	4,097,436	25,201,682	0.842	0.903	0.625	299.899994	189,685,776	344,849
ZUMZ	2017-08-25	-0.087	-0.026	4,097,436	25,197,026	0.842	0.929	0.45	338.899994	190,538,848	514,744.40625
ZUMZ	2017-09-01	-0.051	0.036	3,733,265	25,199,998	0.829	0.881	0.481	321.299988	191,391,920	558,574.375
ZUMZ	2017-09-08	-0.036	0.016	3,733,265	25,233,130	0.829	0.865	0.669	411.299988	192,244,992	1,596,197.5
ZUMZ	2017-09-15	-0.099	-0.064	3,904,456	25,233,038	0.832	0.931	0.63	427.700012	196,361,232	770,712.8125
ZUMZ	2017-09-22	-0.112	-0.013	3,904,456	25,227,962	0.832	0.944	0.37	415	200,477,456	377,807.1875
ZUMZ	2017-09-29	-0.064	0.048	3,904,456	25,232,044	0.832	0.896	0.539	456.700012	204,593,696	423,695.40625
ZUMZ	2017-10-06	-0.068	-0.004	3,866,700	25,231,608	0.83	0.898	0.431	463	208,709,920	869,913.375
ZUMZ	2017-10-13	-0.096	-0.027	3,866,700	25,230,322	0.83	0.926	0.472	432.700012	212,826,160	478,589
ZUMZ	2017-10-20	-0.052	0.044	3,485,231	25,229,462	0.824	0.876	0.387	445.299988	216,942,384	302,065.96875
ZUMZ	2017-10-27	-0.064	-0.012	3,485,231	25,231,196	0.824	0.888	0.493	452.899994	221,058,608	231,259.203125
ZUMZ	2017-11-03	-0.037	0.027	3,335,652	25,232,492	0.815	0.852	0.623	450.399994	225,174,848	388,556.40625
ZUMZ	2017-11-10	-0.052	-0.015	3,335,652	25,232,806	0.817	0.869	0.409	476.899994	229,291,072	315,274.8125
ZUMZ	2017-11-17	-0.008	0.044	3,559,282	25,232,806	0.827	0.835	0.6	476.899994	233,407,312	321,184.59375
ZUMZ	2017-11-24	-0.046	-0.038	3,559,282	25,228,348	0.826	0.872	0.576	480.600006	237,523,536	336,889.25
ZUMZ	2017-12-01	0.029	0.075	3,575,612	25,228,070	0.823	0.795	0.676	503.299988	241,639,776	1,265,968.625
ZUMZ	2017-12-08	-0.032	-0.06	3,575,612	25,249,998	0.823	0.855	0.601	535.299988	245,756,000	531,480
ZUMZ	2017-12-15	-0.056	-0.025	3,483,633	25,248,756	0.822	0.878	0.718	507.5	249,921,936	485,365.1875
ZUMZ	2017-12-22	-0.054	0.002	3,483,633	25,249,414	0.822	0.876	0.497	541.599976	254,087,872	281,065.1875
ZUMZ	2017-12-29	-0	0.054	3,483,633	25,248,498	0.822	0.823	0.657	525.799988	258,253,792	209,219.75
ZUMZ	2018-01-05	-0.044	-0.044	2,909,452	25,250,556	0.799	0.843	0.8	569.400024	262,419,728	1,081,944.125
ZUMZ	2018-01-12	-0.07	-0.026	2,909,452	25,248,908	0.799	0.869	0.82	578.200012	266,585,664	357,262.59375
ZUMZ	2018-01-19	-0.067	0.003	2,522,939	25,251,082	0.783	0.85	0.599	583.299988	270,751,616	339,287
ZUMZ	2018-01-26	-0.049	0.018	2,522,939	25,248,322	0.783	0.832	0.635	564.299988	274,917,536	234,793.203125
ZUMZ	2018-02-02	-0.006	0.043	2,952,215	25,250,610	0.804	0.81	0.557	518.900024	279,083,456	489,329.59375
ZUMZ	2018-02-09	0.001	0.006	2,952,215	25,250,646	0.805	0.804	0.508	488.600006	283,249,408	549,414.8125
ZUMZ	2018-02-16	0.016	0.015	3,099,161	25,248,756	0.813	0.797	0.553	507.5	287,415,328	362,397.1875
ZUMZ	2018-02-23	0.007	-0.009	3,099,161	25,249,382	0.813	0.807	0.542	511.299988	291,581,248	189,208.5
ZUMZ	2018-03-02	-0.018	-0.025	2,887,425	25,247,524	0.805	0.823	0.979	510	295,747,200	237,768.59375
ZUMZ	2018-03-09	-0.01	0.008	2,887,425	25,248,084	0.806	0.815	0.803	493.600006	299,913,120	280,221.59375
ZUMZ	2018-03-16	0.06	0.07	2,921,696	25,248,868	0.804	0.744	0.767	558	304,079,072	709,740.8125
ZUMZ	2018-03-23	-0.036	-0.096	2,921,696	25,248,408	0.805	0.841	0.857	594.599976	308,244,992	536,565.8125
ZUMZ	2018-03-30	-0.019	0.017	3,137,305	25,251,048	0.815	0.834	0.655	603.5	299,748,512	354,050.25
ZUMZ	2018-04-06	-0.041	-0.022	3,137,305	25,248,996	0.815	0.857	0.755	628.700012	291,252,000	435,898.40625
ZUMZ	2018-04-13	-0.037	0.005	3,013,026	25,249,484	0.807	0.843	0.579	612.299988	282,755,488	321,758.03125
ZUMZ	2018-04-20	-0.027	0.01	3,013,026	25,248,322	0.807	0.834	0.601	564.299988	274,259,008	338,927.8125
ZUMZ	2018-04-27	-0.047	-0.021	3,013,026	25,251,586	0.807	0.855	0.66	597.200012	265,762,496	337,902.03125
ZUMZ	2018-05-04	-0.029	0.018	2,303,443	25,248,928	0.764	0.793	0.976	588.299988	257,266,016	240,287.203125
ZUMZ	2018-05-11	-0.008	0.021	2,303,443	25,248,962	0.767	0.775	0.692	608.5	248,769,504	356,777.59375
ZUMZ	2018-05-18	0.007	0.015	2,707,549	25,251,508	0.79	0.783	0.48	627.5	240,272,992	287,834.1875
ZUMZ	2018-05-25	0.014	0.008	2,707,549	25,249,012	0.79	0.776	0.649	638.799988	231,776,496	199,554.59375
ZUMZ	2018-06-01	0.06	0.046	2,399,324	25,250,002	0.776	0.716	0.747	626.200012	223,280,000	242,694
ZUMZ	2018-06-08	0.011	-0.049	2,399,324	25,247,674	0.776	0.765	1.063	677.900024	214,783,504	1,456,732.25
ZUMZ	2018-06-15	-0.028	-0.039	2,096,899	25,468,992	0.752	0.78	1.007	657.099976	206,287,008	770,933.1875
ZUMZ	2018-06-22	-0.073	-0.045	2,096,899	25,468,164	0.752	0.825	1.093	680	207,262,688	600,972.1875
ZUMZ	2018-06-29	-0.025	0.048	2,096,899	25,469,062	0.752	0.777	1.147	638	208,238,384	420,004.40625
ZUMZ	2018-07-06	-0.076	-0.051	1,589,450	25,471,460	0.696	0.771	0.994	602.400024	209,214,080	478,011.5
ZUMZ	2018-07-13	-0.034	0.041	1,589,450	25,470,376	0.695	0.73	1.723	526.599976	210,189,776	660,436.625
ZUMZ	2018-07-20	0.062	0.096	2,296,008	25,468,824	0.756	0.694	0.663	551.400024	211,165,456	344,950.59375
ZUMZ	2018-07-27	0.042	-0.02	2,296,008	25,468,824	0.756	0.714	0.751	551.400024	212,141,152	362,047.59375
ZUMZ	2018-08-03	0.065	0.023	2,802,490	25,468,084	0.787	0.722	0.522	598.5	213,116,848	397,270.1875
ZUMZ	2018-08-10	0.088	0.023	2,802,490	25,468,808	0.788	0.7	0.892	714.400024	214,092,544	612,279.8125
ZUMZ	2018-08-17	0.098	0.01	3,079,562	25,468,270	0.804	0.706	0.492	742.400024	215,068,224	527,238
ZUMZ	2018-08-24	0.059	-0.039	3,079,562	25,468,908	0.804	0.745	0.611	757.700012	216,043,920	424,041.96875
ZUMZ	2018-08-31	0.082	0.023	2,747,215.75	25,470,306	0.791	0.709	0.835	793.400024	217,019,616	306,716
ZUMZ	2018-09-07	0.06	-0.022	2,747,215.75	25,469,178	0.791	0.731	1.249	743.700012	217,995,312	807,800
ZUMZ	2018-09-14	0.056	-0.004	2,747,215.75	25,519,436	0.791	0.735	0.515	722.200012	218,971,008	429,739.8125
ZUMZ	2018-09-21	0.022	-0.034	2,661,135.75	25,519,572	0.783	0.761	0.543	717.099976	221,265,152	376,611.59375
ZUMZ	2018-09-28	0.039	0.017	2,661,135.75	25,518,026	0.783	0.744	0.664	672.400024	223,559,312	400,963.8125
ZUMZ	2018-10-05	0.087	0.049	3,102,652	25,518,074	0.805	0.717	0.647	635.400024	225,853,456	326,405
ZUMZ	2018-10-12	0.082	-0.005	3,102,652	25,517,998	0.805	0.723	0.542	581.299988	228,147,616	491,446.03125
ZUMZ	2018-10-19	0.081	-0.001	3,292,982	25,517,562	0.809	0.728	0.452	544.799988	230,441,776	335,750.8125
ZUMZ	2018-10-26	0.075	-0.006	3,292,982	25,519,866	0.809	0.734	0.781	603.799988	232,735,920	487,555.8125
ZUMZ	2018-11-02	0.071	-0.004	3,170,757	25,520,696	0.808	0.736	0.648	585.700012	235,030,080	475,341.40625
ZUMZ	2018-11-09	0.063	-0.008	3,170,757	25,519,698	0.809	0.745	0.722	537.700012	237,324,224	725,584.1875
ZUMZ	2018-11-16	0.063	0	3,206,085	25,521,532	0.813	0.75	0.605	533.400024	239,618,400	356,171.8125
ZUMZ	2018-11-23	0.068	0.005	3,206,085	25,520,504	0.813	0.745	0.665	485.399994	241,912,544	431,921.25
ZUMZ	2018-11-30	0.086	0.018	3,481,231	25,517,242	0.825	0.739	0.958	503.200012	244,206,688	472,784.8125
ZUMZ	2018-12-07	0.051	-0.035	3,481,231	25,518,558	0.824	0.773	0.985	467.5	246,500,848	940,808.5
ZUMZ	2018-12-14	0.062	0.011	3,481,231	25,533,368	0.824	0.761	0.595	485.899994	248,795,008	715,314.8125
ZUMZ	2018-12-21	0.031	-0.032	3,464,624.25	25,528,956	0.82	0.789	0.759	458.5	252,778,576	589,628.8125
ZUMZ	2018-12-28	0.07	0.04	3,464,624.25	25,528,668	0.819	0.749	0.501	485.299988	256,762,144	300,378.5
ZUMZ	2019-01-04	0.045	-0.025	2,639,955	25,531,484	0.787	0.742	0.706	506.799988	260,745,712	354,840.5
ZUMZ	2019-01-11	0.021	-0.023	2,639,955	25,532,010	0.787	0.766	0.963	566.299988	264,729,280	504,063.8125
ZUMZ	2019-01-18	0.028	0.007	2,496,215	25,532,632	0.778	0.75	0.734	606.400024	268,712,864	407,719
ZUMZ	2019-01-25	0.03	0.001	2,496,215	25,529,954	0.778	0.749	0.891	609.400024	272,696,416	337,698.5
ZUMZ	2019-02-01	0.024	-0.005	2,193,663	25,529,038	0.754	0.729	0.923	641.799988	276,680,000	462,379.40625
ZUMZ	2019-02-08	0.024	0	2,193,663	25,530,822	0.753	0.73	0.805	596.400024	280,663,584	640,769.1875
ZUMZ	2019-02-15	0.057	0.033	2,188,610	25,532,620	0.752	0.695	0.749	618.400024	284,647,136	259,348.984375
ZUMZ	2019-02-22	0.001	-0.056	2,188,610	25,532,000	0.752	0.751	1.05	638.299988	288,630,720	437,003.75
ZUMZ	2019-03-01	0.022	0.021	2,188,610	25,529,226	0.754	0.731	1.034	646.400024	292,614,272	341,839.59375
ZUMZ	2019-03-08	0.064	0.041	2,448,165	25,530,272	0.773	0.709	0.931	628.299988	296,597,856	521,531.59375

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