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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
ZION	2011-07-22	0.071	-0.055	16,675,229	183,826,784	0.8	0.729	0.738	4,308.899902	532,762,080	4,828,200
ZION	2011-07-29	0.117	0.046	16,675,229	183,826,496	0.801	0.684	0.637	4,025.800049	536,238,400	2,907,400
ZION	2011-08-05	0.079	-0.039	17,054,352	183,826,464	0.806	0.727	0.658	3,516.600098	539,714,688	4,741,800
ZION	2011-08-12	0.155	0.077	17,054,352	184,305,632	0.807	0.652	0.621	3,039.199951	543,190,976	8,251,200
ZION	2011-08-19	0.132	-0.023	16,045,104	184,304,624	0.798	0.665	0.558	2,783	545,798,144	3,983,200
ZION	2011-08-26	0.104	-0.028	16,045,104	184,307,696	0.798	0.693	0.733	2,995	548,405,312	3,752,800
ZION	2011-09-02	0.115	0.011	17,146,656	184,301,600	0.806	0.691	0.606	2,982	551,012,480	3,454,600
ZION	2011-09-09	0.116	0.001	17,146,656	184,302,544	0.806	0.69	0.561	2,972.800049	553,619,584	3,940,000
ZION	2011-09-16	0.138	0.022	17,336,624	184,307,152	0.802	0.664	0.578	3,192.199951	556,226,752	3,262,400
ZION	2011-09-23	0.086	-0.053	17,336,624	184,302,096	0.803	0.717	0.481	2,733.199951	558,833,920	3,697,200.25
ZION	2011-09-30	0.145	0.059	17,493,840	184,303,984	0.798	0.653	0.682	2,595	561,441,088	4,286,200
ZION	2011-10-07	0.131	-0.014	17,493,840	184,303,296	0.798	0.667	0.533	2,843.800049	564,048,256	5,295,800
ZION	2011-10-14	0.122	-0.009	17,493,840	184,302,832	0.798	0.677	0.54	3,079.699951	566,655,360	4,182,000.25
ZION	2011-10-21	0.1	-0.021	16,812,576	184,305,072	0.797	0.697	1.217	3,129.5	569,262,528	4,881,000
ZION	2011-10-28	0.121	0.021	16,812,576	184,303,728	0.797	0.676	0.747	3,361.699951	571,869,696	5,366,200
ZION	2011-11-04	0.128	0.007	16,872,608	184,302,464	0.8	0.672	0.828	3,144.199951	574,476,864	4,145,999.75
ZION	2011-11-11	0.165	0.038	16,872,608	184,289,968	0.8	0.635	0.665	3,101.600098	577,084,032	2,726,000.25
ZION	2011-11-18	0.112	-0.053	16,365,305	184,292,736	0.801	0.689	0.404	2,996.600098	576,121,728	3,487,200
ZION	2011-11-25	0.115	0.002	16,365,305	184,287,648	0.801	0.687	0.561	2,716.399902	575,159,488	2,941,750
ZION	2011-12-02	0.155	0.041	17,913,920	184,287,488	0.814	0.659	0.467	2,987.300049	574,197,248	2,889,400
ZION	2011-12-09	0.153	-0.002	17,913,920	184,290,336	0.814	0.661	0.621	2,856.5	573,235,008	4,626,200
ZION	2011-12-16	0.168	0.014	17,854,624	184,293,312	0.812	0.644	0.572	2,777.300049	572,272,768	4,646,200
ZION	2011-12-23	0.135	-0.033	17,854,624	184,292,704	0.812	0.677	0.333	3,009.5	571,310,528	2,629,800
ZION	2011-12-30	0.208	0.073	16,679,852	184,287,456	0.808	0.6	0.52	3,000.199951	570,348,224	1,705,500
ZION	2012-01-06	0.105	-0.104	16,679,852	184,291,376	0.808	0.703	0.661	3,250.899902	569,385,984	3,720,750
ZION	2012-01-13	0.157	0.052	16,679,852	184,291,888	0.808	0.651	0.511	3,409.399902	568,423,744	2,949,800
ZION	2012-01-20	0.132	-0.024	15,816,114	184,291,760	0.803	0.67	0.477	3,473.899902	567,461,504	2,942,750
ZION	2012-01-27	0.098	-0.034	15,816,114	184,292,480	0.803	0.705	0.658	3,112.699951	566,499,264	6,138,000
ZION	2012-02-03	0.156	0.058	16,850,576	184,292,848	0.809	0.653	0.526	3,322.800049	565,537,024	4,344,000
ZION	2012-02-10	0.133	-0.023	16,850,576	184,289,584	0.809	0.677	0.536	3,385.399902	564,574,720	2,966,200
ZION	2012-02-17	0.152	0.019	17,101,168	184,290,016	0.817	0.665	0.359	3,660	563,612,480	4,151,800
ZION	2012-02-24	0.097	-0.055	17,101,168	184,289,472	0.818	0.721	0.59	3,501.5	562,650,240	3,067,250
ZION	2012-03-02	0.103	0.006	18,043,984	184,151,648	0.826	0.723	0.577	3,473.100098	561,688,000	2,555,200
ZION	2012-03-09	0.106	0.003	18,043,984	184,149,552	0.826	0.72	0.616	3,497	558,882,624	2,633,800
ZION	2012-03-16	0.169	0.063	17,306,096	184,151,696	0.818	0.649	0.566	4,102.899902	556,077,184	6,250,600
ZION	2012-03-23	0.06	-0.11	17,306,096	184,150,960	0.818	0.759	0.855	4,001.600098	553,271,808	3,628,600
ZION	2012-03-30	0.137	0.077	17,397,216	184,151,920	0.815	0.678	0.359	3,951.899902	550,466,432	2,851,400
ZION	2012-04-06	0.098	-0.039	17,397,216	184,150,848	0.815	0.717	0.617	3,881.899902	547,660,992	3,291,750
ZION	2012-04-13	0.117	0.018	17,397,216	184,150,032	0.815	0.698	0.401	3,780.600098	544,855,616	3,355,200
ZION	2012-04-20	0.086	-0.031	16,812,976	184,148,000	0.814	0.728	0.725	3,782.399902	542,050,176	3,103,400
ZION	2012-04-27	0.072	-0.014	16,812,976	184,150,112	0.813	0.742	0.558	3,802.699951	539,244,800	4,416,000
ZION	2012-05-04	0.079	0.007	16,997,376	184,147,712	0.811	0.733	0.648	3,640.600098	536,439,392	2,686,200
ZION	2012-05-11	0.091	0.012	16,997,376	184,194,832	0.812	0.721	0.636	3,706	533,633,984	2,213,199.75
ZION	2012-05-18	0.086	-0.005	16,203,235	184,198,128	0.803	0.717	0.578	3,365.300049	534,443,392	2,680,600
ZION	2012-05-25	0.086	0.001	16,203,235	184,197,136	0.803	0.717	0.613	3,475.800049	535,252,768	2,571,400
ZION	2012-06-01	0.091	0.004	16,415,511	184,198,704	0.802	0.712	0.471	3,356.100098	536,062,144	2,990,750
ZION	2012-06-08	0.046	-0.044	16,415,511	184,195,648	0.802	0.756	0.781	3,389.199951	536,871,552	3,462,600
ZION	2012-06-15	0.048	0.002	15,811,430	184,197,856	0.792	0.743	0.523	3,444.5	537,680,896	2,448,600
ZION	2012-06-22	0.062	0.014	15,811,430	184,197,600	0.791	0.729	1.017	3,523.699951	538,490,304	2,899,400
ZION	2012-06-29	0.099	0.037	15,811,430	184,196,720	0.791	0.692	0.812	3,577.100098	539,299,712	2,449,000
ZION	2012-07-06	0.089	-0.01	16,449,423	184,198,048	0.793	0.704	0.403	3,571.600098	540,109,056	1,681,750
ZION	2012-07-13	0.083	-0.006	16,449,423	184,195,568	0.793	0.71	0.407	3,503.399902	540,918,464	2,419,200
ZION	2012-07-20	0.078	-0.005	15,059,089	184,196,480	0.781	0.703	0.664	3,450	541,727,872	2,158,200
ZION	2012-07-27	0.065	-0.014	15,059,089	184,199,136	0.781	0.716	0.604	3,404	542,537,216	3,823,800
ZION	2012-08-03	0.099	0.034	14,403,215	184,199,680	0.776	0.677	0.691	3,486.899902	543,346,624	2,412,600
ZION	2012-08-10	0.163	0.064	14,403,215	184,149,424	0.777	0.615	0.833	3,474.899902	544,156,032	1,277,200
ZION	2012-08-17	0.129	-0.034	14,135,854	184,147,200	0.778	0.649	1.089	3,627.699951	545,780,608	1,668,000
ZION	2012-08-24	0.089	-0.04	14,135,854	184,148,384	0.778	0.688	0.782	3,524.600098	547,405,248	1,462,400
ZION	2012-08-31	0.182	0.093	14,335,082	184,150,656	0.783	0.601	0.482	3,544.899902	549,029,824	920,600
ZION	2012-09-07	0.138	-0.044	14,335,082	184,147,776	0.783	0.645	0.397	3,738.199951	550,654,464	1,756,500
ZION	2012-09-14	0.148	0.01	14,335,082	184,149,888	0.784	0.636	1.31	3,931.600098	552,279,104	2,509,000
ZION	2012-09-21	0.153	0.005	14,256,333	184,149,488	0.785	0.632	0.448	3,843.199951	553,903,680	2,203,800
ZION	2012-09-28	0.15	-0.003	14,256,333	184,148,112	0.785	0.635	0.673	3,804.5	555,528,320	2,267,800
ZION	2012-10-05	0.126	-0.024	13,867,298	184,149,232	0.779	0.653	1.335	4,047.600098	557,152,896	3,121,999.75
ZION	2012-10-12	0.126	0	13,867,298	184,149,232	0.779	0.653	1.377	4,047.600098	558,777,536	2,730,400
ZION	2012-10-19	0.138	0.012	14,016,344	184,149,184	0.784	0.647	0.724	3,950	560,402,176	3,242,400
ZION	2012-10-26	0.102	-0.035	14,016,344	184,147,056	0.784	0.682	0.545	3,907.600098	562,026,752	2,782,000.25
ZION	2012-11-02	0.145	0.042	16,008,767	184,150,336	0.808	0.664	0.463	3,944.5	563,651,392	1,846,000
ZION	2012-11-09	0.129	-0.015	16,008,767	184,168,736	0.809	0.68	0.576	3,688.899902	565,276,032	2,688,200
ZION	2012-11-16	0.138	0.009	15,674,099	184,168,800	0.805	0.667	0.402	3,600.5	560,853,568	2,470,600
ZION	2012-11-23	0.139	0.001	15,674,099	184,167,472	0.805	0.666	0.361	3,804.899902	556,431,104	1,552,750
ZION	2012-11-30	0.166	0.027	14,613,615	184,170,416	0.795	0.629	0.411	3,696.300049	552,008,704	3,170,200
ZION	2012-12-07	0.147	-0.019	14,613,615	184,168,336	0.795	0.648	1.14	3,653.899902	547,586,240	3,172,200
ZION	2012-12-14	0.175	0.029	14,613,615	184,169,888	0.795	0.62	0.664	3,793.899902	543,163,840	2,941,600
ZION	2012-12-21	0.13	-0.046	14,416,540	184,169,392	0.787	0.657	0.802	3,957.800049	538,741,376	3,006,000.25
ZION	2012-12-28	0.166	0.036	14,416,540	184,169,440	0.787	0.621	0.597	3,891.5	534,318,944	1,716,750
ZION	2013-01-04	0.157	-0.01	15,964,810	184,167,776	0.803	0.647	0.631	4,171.399902	529,896,512	2,655,500
ZION	2013-01-11	0.163	0.006	15,964,810	184,170,128	0.803	0.64	1.043	4,005.699951	525,474,048	2,711,000
ZION	2013-01-18	0.205	0.042	16,600,433	184,168,512	0.814	0.609	0.336	4,153	521,051,616	1,900,199.875
ZION	2013-01-25	0.194	-0.011	16,600,433	184,168,848	0.815	0.621	0.966	4,232.200195	516,629,184	1,927,250
ZION	2013-02-01	0.175	-0.019	16,680,426	184,170,496	0.817	0.642	0.485	4,407.200195	512,206,752	3,508,800
ZION	2013-02-08	0.23	0.055	16,680,426	184,167,360	0.817	0.587	0.603	4,445.799805	507,784,320	2,337,999.75
ZION	2013-02-15	0.198	-0.032	16,067,063	184,170,096	0.812	0.614	0.328	4,482.700195	503,361,888	2,443,200
ZION	2013-02-22	0.175	-0.023	16,067,063	184,168,048	0.813	0.638	0.559	4,427.399902	498,939,424	1,856,999.875
ZION	2013-03-01	0.167	-0.007	16,067,063	184,188,848	0.814	0.646	0.574	4,427.899902	494,516,992	2,493,000
ZION	2013-03-08	0.171	0.004	15,704,194	184,189,728	0.809	0.638	0.799	4,660	501,902,208	2,104,800
ZION	2013-03-15	0.207	0.036	16,260,521	184,186,224	0.809	0.602	0.537	4,707.799805	509,287,392	1,899,200
ZION	2013-03-22	0.166	-0.041	16,260,521	184,187,168	0.811	0.645	0.767	4,645.200195	516,672,608	1,405,400.125
ZION	2013-03-29	0.233	0.067	16,260,521	184,189,664	0.811	0.578	0.457	4,602.899902	524,057,792	1,676,000
ZION	2013-04-05	0.175	-0.057	16,545,289	184,187,600	0.812	0.637	0.715	4,398.399902	531,443,008	2,213,600
ZION	2013-04-12	0.099	-0.076	16,221,377	184,189,376	0.81	0.71	0.912	4,493.299805	538,828,224	2,005,400.125
ZION	2013-04-19	0.11	0.011	16,221,377	184,188,112	0.81	0.699	0.444	4,367.100098	546,213,376	2,093,400.125
ZION	2013-04-26	0.07	-0.04	16,221,377	184,187,296	0.81	0.74	0.513	4,464.700195	553,598,592	2,335,000
ZION	2013-05-03	0.091	0.02	15,604,218	184,186,880	0.804	0.713	0.978	4,632.299805	560,983,808	1,720,800
ZION	2013-05-10	0.086	-0.004	15,604,218	184,248,560	0.805	0.718	0.55	4,818.100098	568,369,024	1,504,199.875
ZION	2013-05-17	0.122	0.036	14,894,151	184,249,744	0.796	0.674	0.635	5,046.600098	569,094,080	1,851,600
ZION	2013-05-24	0.077	-0.045	14,894,151	184,248,832	0.796	0.719	0.564	5,065	569,819,136	1,972,999.875
ZION	2013-05-31	0.116	0.039	14,246,448	184,250,096	0.79	0.674	0.582	5,171.899902	570,544,256	2,045,250
ZION	2013-06-07	0.102	-0.014	14,246,448	184,249,184	0.79	0.688	0.542	5,042.899902	571,269,312	2,349,800
ZION	2013-06-14	0.136	0.034	14,246,448	184,250,752	0.792	0.656	0.636	4,967.399902	571,994,368	2,081,799.875

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