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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	2009-08-21	-0.03	0.008	27,891,216	126,437,984	0.914	0.943	0.368	2,303.699951	305,953,536	5,467,600
ZION	2009-08-28	-0.031	-0.001	27,891,216	126,434,872	0.914	0.945	0.336	2,291	295,529,088	4,787,999.5
ZION	2009-09-04	-0.032	-0.001	31,327,232	126,433,696	0.92	0.952	0.337	2,116.5	285,104,608	5,157,200
ZION	2009-09-11	-0.03	0.003	31,327,232	126,438,000	0.92	0.95	0.306	2,009.099976	274,680,160	6,461,750
ZION	2009-09-18	0.008	0.037	30,565,502	126,434,776	0.92	0.912	0.468	2,326.399902	264,255,696	9,558,200
ZION	2009-09-25	-0.044	-0.052	30,565,502	126,434,192	0.92	0.964	0.339	2,248	253,831,232	4,778,600
ZION	2009-10-02	-0.028	0.015	33,753,232	126,432,848	0.924	0.953	0.351	2,108.899902	243,406,768	5,450,399.5
ZION	2009-10-09	-0.036	-0.008	33,753,232	126,433,120	0.924	0.96	0.206	2,183.5	232,982,304	4,969,000
ZION	2009-10-16	-0.005	0.032	28,145,776	126,433,688	0.916	0.92	0.367	2,297.300049	222,557,840	6,186,600
ZION	2009-10-23	-0.035	-0.031	28,145,776	126,432,824	0.916	0.951	0.381	2,126.600098	212,133,392	8,760,001
ZION	2009-10-30	-0.038	-0.003	27,132,672	126,433,624	0.911	0.95	0.475	1,790.300049	201,708,928	8,518,600
ZION	2009-11-06	-0.045	-0.007	27,132,672	126,435,288	0.912	0.957	0.366	1,748.599976	191,284,464	6,774,400
ZION	2009-11-13	-0.053	-0.008	27,132,672	138,207,472	0.907	0.96	0.615	1,811.900024	180,860,000	8,876,400
ZION	2009-11-20	-0.072	-0.019	31,843,360	138,207,168	0.914	0.986	0.328	1,734.5	180,562,304	4,647,800
ZION	2009-11-27	-0.064	0.008	31,843,360	138,209,184	0.915	0.978	0.398	1,744.199951	180,264,608	8,305,000
ZION	2009-12-04	-0.043	0.021	34,996,400	138,208,272	0.919	0.962	0.336	1,805	179,966,928	5,655,600
ZION	2009-12-11	-0.072	-0.029	34,996,400	138,211,936	0.919	0.991	0.294	1,878.300049	179,669,232	5,809,800
ZION	2009-12-18	-0.029	0.042	35,121,136	138,208,848	0.919	0.949	0.343	1,813.300049	179,371,536	4,698,200
ZION	2009-12-25	-0.029	0.001	35,121,136	138,209,312	0.919	0.948	0.395	1,782.900024	179,073,840	2,774,750
ZION	2010-01-01	-0.006	0.022	33,834,976	138,207,328	0.917	0.923	0.328	1,773.199951	178,776,160	2,862,750
ZION	2010-01-08	-0.026	-0.02	33,834,976	138,208,400	0.917	0.943	0.572	2,268	178,478,464	10,763,201
ZION	2010-01-15	-0.011	0.016	33,747,776	138,210,320	0.916	0.927	0.359	2,247.300049	178,180,768	6,561,200
ZION	2010-01-22	-0.014	-0.003	33,747,776	138,210,640	0.916	0.93	0.329	2,440.800049	177,883,072	10,637,750
ZION	2010-01-29	-0.005	0.009	33,747,776	138,207,696	0.916	0.921	0.528	2,621.800049	177,585,392	12,030,000
ZION	2010-02-05	-0.057	-0.052	33,918,544	138,211,120	0.914	0.971	0.391	2,487.800049	177,287,696	8,485,600
ZION	2010-02-12	-0.057	0	33,918,544	138,207,280	0.914	0.971	0.355	2,467	176,990,000	5,409,000
ZION	2010-02-19	-0.067	-0.009	32,963,504	138,210,416	0.909	0.975	0.264	2,548.600098	162,012,336	4,404,750
ZION	2010-02-26	-0.038	0.029	32,963,504	138,209,264	0.909	0.947	0.283	2,562.399902	147,034,672	4,590,000
ZION	2010-03-05	-0.024	0.014	33,011,648	150,400,224	0.902	0.927	0.364	2,818.5	132,057,000	3,896,399.75
ZION	2010-03-12	-0.011	0.013	33,011,648	150,400,192	0.903	0.914	0.721	3,156.899902	148,585,792	9,150,000
ZION	2010-03-19	-0.009	0.002	32,125,952	150,402,528	0.902	0.911	0.534	3,325.399902	165,114,592	8,948,000
ZION	2010-03-26	-0.037	-0.028	32,125,952	150,400,368	0.902	0.939	0.471	3,343.399902	181,643,392	5,345,400
ZION	2010-04-02	-0.017	0.02	30,245,008	150,402,208	0.899	0.916	0.322	3,290.800049	198,172,192	4,732,000.5
ZION	2010-04-09	-0.048	-0.031	30,245,008	150,401,168	0.899	0.947	0.412	3,599.100098	214,700,992	5,976,400
ZION	2010-04-16	-0.009	0.039	30,267,376	150,403,440	0.898	0.907	0.446	3,839.800049	231,229,792	9,619,600
ZION	2010-04-23	-0.033	-0.024	30,267,376	150,403,328	0.898	0.931	0.512	4,512.100098	247,758,592	9,900,200
ZION	2010-04-30	-0.009	0.024	28,339,904	150,400,288	0.894	0.903	0.381	4,321	264,287,392	5,740,800
ZION	2010-05-07	-0.03	-0.021	28,339,904	150,402,816	0.894	0.923	0.656	3,845.800049	280,816,192	7,497,200
ZION	2010-05-14	-0.022	0.008	28,339,904	160,259,776	0.892	0.913	0.515	4,379.899902	297,344,992	5,757,200
ZION	2010-05-21	-0.023	-0.001	21,716,880	160,260,512	0.868	0.89	0.513	3,814.199951	297,095,072	9,798,600
ZION	2010-05-28	-0.043	-0.02	21,716,880	160,263,040	0.868	0.91	0.743	3,838.300049	296,845,152	7,505,200
ZION	2010-06-04	-0.015	0.028	18,695,936	160,259,568	0.851	0.866	0.615	3,581	296,595,232	5,502,250
ZION	2010-06-11	-0.016	-0.002	18,695,936	160,261,824	0.852	0.868	0.673	3,795	296,345,312	7,611,400
ZION	2010-06-18	0.027	0.043	17,975,248	160,262,720	0.845	0.818	0.523	3,843.100098	296,095,392	5,625,000
ZION	2010-06-25	0.008	-0.019	17,975,248	160,260,288	0.845	0.836	0.565	3,817.399902	295,845,472	3,683,000
ZION	2010-07-02	0.052	0.043	19,885,680	160,260,240	0.858	0.807	0.82	3,325.399902	295,595,552	5,192,600
ZION	2010-07-09	0.044	-0.007	19,885,680	160,262,368	0.858	0.814	0.567	3,726.100098	295,345,600	3,490,750
ZION	2010-07-16	0.089	0.045	20,635,010	160,262,784	0.857	0.768	0.857	3,476.100098	295,095,680	4,127,600.25
ZION	2010-07-23	0.069	-0.02	20,635,010	160,262,768	0.857	0.788	0.462	3,293.399902	294,845,760	9,031,000
ZION	2010-07-30	0.053	-0.016	19,997,888	160,261,360	0.856	0.803	0.734	3,556.199951	294,595,840	4,983,000
ZION	2010-08-06	0.062	0.009	19,997,888	160,263,408	0.856	0.794	0.547	3,468.100098	294,345,920	3,045,600
ZION	2010-08-13	0.081	0.018	19,997,888	173,338,368	0.847	0.767	0.666	3,447.699951	294,096,000	3,347,599.75
ZION	2010-08-20	0.061	-0.02	17,990,816	173,338,560	0.831	0.77	0.651	3,317.699951	300,504,544	3,579,400
ZION	2010-08-27	0.055	-0.006	17,990,816	173,340,464	0.831	0.776	0.774	3,243.199951	306,913,088	3,486,799.75
ZION	2010-09-03	0.087	0.032	20,295,600	173,339,888	0.849	0.762	0.789	3,524	313,321,600	3,719,400
ZION	2010-09-10	0.067	-0.02	20,295,600	173,341,728	0.849	0.782	0.345	3,439.100098	319,730,144	2,668,750
ZION	2010-09-17	0.075	0.008	18,862,656	173,342,656	0.833	0.758	0.64	3,718.199951	326,138,688	5,047,800
ZION	2010-09-24	0.062	-0.013	18,862,656	173,341,328	0.833	0.771	0.674	3,621.100098	332,547,232	4,433,000
ZION	2010-10-01	0.054	-0.008	17,599,072	173,342,768	0.821	0.767	0.415	3,676.600098	338,955,776	3,386,600
ZION	2010-10-08	0.06	0.006	17,599,072	173,339,424	0.82	0.76	0.478	3,794.399902	345,364,320	2,970,800.25
ZION	2010-10-15	0.062	0.003	18,018,144	173,339,776	0.825	0.763	0.563	3,591.600098	351,772,832	3,424,000
ZION	2010-10-22	0.06	-0.002	18,018,144	173,342,544	0.825	0.765	0.621	3,759.800049	358,181,376	5,433,400
ZION	2010-10-29	0.105	0.045	18,018,144	173,338,784	0.825	0.72	0.713	3,597.300049	364,589,920	2,399,600.25
ZION	2010-11-05	0.073	-0.032	18,683,968	173,340,896	0.831	0.758	0.642	3,818.699951	370,998,464	4,145,800
ZION	2010-11-12	0.084	0.012	18,683,968	177,958,800	0.829	0.745	0.367	3,801.199951	377,407,008	2,622,200
ZION	2010-11-19	0.093	0.009	19,598,688	177,956,096	0.839	0.746	0.5	3,648.100098	375,498,112	3,116,400.25
ZION	2010-11-26	0.113	0.02	19,598,688	177,958,976	0.839	0.726	0.704	3,470.199951	373,589,248	3,123,500
ZION	2010-12-03	0.077	-0.036	18,225,952	177,956,768	0.829	0.752	0.573	3,788.699951	371,680,384	4,933,000
ZION	2010-12-10	0.062	-0.016	18,225,952	177,958,048	0.829	0.767	0.868	4,157.100098	369,771,488	4,707,800
ZION	2010-12-17	0.075	0.014	19,596,832	177,956,896	0.84	0.764	0.458	3,963.100098	367,862,624	4,373,800
ZION	2010-12-24	0.073	-0.003	19,596,832	177,957,040	0.839	0.767	0.951	4,224.700195	365,953,760	3,759,000
ZION	2010-12-31	0.132	0.06	18,412,176	177,957,072	0.835	0.703	0.513	4,311.899902	364,044,864	1,920,800
ZION	2011-01-07	0.061	-0.071	18,412,176	177,956,864	0.835	0.774	0.706	4,372.399902	362,136,000	4,586,200
ZION	2011-01-14	0.066	0.004	18,412,176	177,958,512	0.835	0.769	0.495	4,376	360,227,136	3,303,600.25
ZION	2011-01-21	0.084	0.018	18,095,440	177,959,696	0.836	0.753	1.06	4,326.200195	358,318,240	3,518,500
ZION	2011-01-28	0.054	-0.029	18,095,440	177,959,888	0.836	0.782	0.533	4,169.600098	356,409,376	4,890,399.5
ZION	2011-02-04	0.105	0.051	18,917,904	177,959,328	0.841	0.736	0.687	4,377.799805	354,500,512	3,121,999.75
ZION	2011-02-11	0.053	-0.052	18,917,904	177,956,720	0.841	0.788	0.631	4,441.799805	352,591,616	4,103,200
ZION	2011-02-18	0.126	0.074	18,467,966	177,958,496	0.838	0.711	0.663	4,288.799805	350,682,752	3,074,400
ZION	2011-02-25	0.067	-0.06	18,467,966	177,955,696	0.838	0.771	0.713	4,178.399902	348,773,888	4,150,750
ZION	2011-03-04	0.113	0.046	21,649,232	183,018,944	0.854	0.741	0.347	4,152.700195	346,864,960	2,999,600.25
ZION	2011-03-11	0.073	-0.04	21,649,232	183,014,992	0.855	0.782	0.493	4,273.399902	361,978,400	3,518,200
ZION	2011-03-18	0.09	0.017	18,137,024	183,017,952	0.831	0.741	0.545	4,178.299805	377,091,808	3,768,200
ZION	2011-03-25	0.044	-0.046	18,137,024	183,017,648	0.831	0.787	0.615	4,251.5	392,205,184	2,862,400
ZION	2011-04-01	0.075	0.032	16,422,552	183,018,704	0.813	0.737	0.307	4,304.600098	407,318,592	2,569,400
ZION	2011-04-08	0.069	-0.007	16,422,552	183,018,176	0.813	0.744	0.444	4,432.700195	422,432,000	2,983,200
ZION	2011-04-15	0.058	-0.011	16,374,296	183,018,544	0.808	0.75	0.541	4,244.200195	437,545,408	2,716,400.25
ZION	2011-04-22	0.078	0.02	16,374,296	183,017,760	0.808	0.73	0.542	4,330.200195	452,658,816	5,752,500
ZION	2011-04-29	0.136	0.058	16,374,296	183,015,536	0.808	0.673	0.428	4,472.899902	467,772,192	2,345,600
ZION	2011-05-06	0.085	-0.05	17,437,968	183,018,480	0.814	0.729	0.66	4,359.5	482,885,600	2,347,000
ZION	2011-05-13	0.08	-0.006	17,437,968	183,823,520	0.814	0.734	0.392	4,250	497,999,008	2,604,800
ZION	2011-05-20	0.14	0.06	16,810,368	183,826,688	0.811	0.671	0.492	4,285	501,475,296	2,236,000
ZION	2011-05-27	0.077	-0.063	16,810,368	183,825,392	0.81	0.733	0.667	4,358.5	504,951,616	2,171,599.75
ZION	2011-06-03	0.093	0.016	16,349,257	183,826,992	0.804	0.711	0.461	4,207.799805	508,427,936	2,433,750
ZION	2011-06-10	0.056	-0.037	16,349,257	183,826,592	0.804	0.748	0.773	4,049.699951	511,904,224	3,736,200
ZION	2011-06-17	0.098	0.042	15,834,361	183,824,560	0.794	0.695	1.028	4,253.700195	515,380,544	2,698,600
ZION	2011-06-24	0.081	-0.018	15,834,361	183,823,136	0.794	0.713	0.661	4,115.799805	518,856,832	2,059,600
ZION	2011-07-01	0.106	0.026	15,791,101	183,824,736	0.793	0.686	0.857	4,489	522,333,152	3,079,000
ZION	2011-07-08	0.082	-0.024	15,791,101	183,824,736	0.792	0.71	0.407	4,489	525,809,472	2,199,750
ZION	2011-07-15	0.126	0.044	16,675,229	183,823,920	0.8	0.674	0.565	4,259.200195	529,285,760	3,642,400

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