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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	2007-09-21	-0.17	0.028	3,014,329	107,578,192	0.49	0.66	2.562	7,738.100098	581,008,512	1,324,000
ZION	2007-09-28	-0.142	0.028	3,014,329	107,578,280	0.49	0.632	3.106	7,387.399902	579,022,464	1,144,999.875
ZION	2007-10-05	-0.146	-0.004	2,238,483	107,577,928	0.452	0.598	3.872	7,799.399902	577,036,416	823,800
ZION	2007-10-12	-0.218	-0.072	2,238,483	107,578,344	0.453	0.671	3.547	7,312.100098	575,050,304	1,034,000
ZION	2007-10-19	-0.167	0.051	2,682,621	107,578,664	0.481	0.648	5.718	6,597.799805	573,064,256	1,757,600
ZION	2007-10-26	-0.209	-0.042	2,682,621	107,578,056	0.481	0.69	2.591	6,374	571,078,144	1,455,000.125
ZION	2007-11-02	-0.107	0.102	2,934,709	107,578,304	0.498	0.605	4.309	5,908.200195	569,092,096	1,536,199.875
ZION	2007-11-09	-0.189	-0.082	2,934,709	106,979,616	0.5	0.689	3.394	5,720.200195	567,105,984	1,919,600
ZION	2007-11-16	-0.196	-0.007	2,833,690	106,979,792	0.492	0.688	2.432	5,557.600098	555,953,664	1,795,800.125
ZION	2007-11-23	-0.205	-0.009	2,833,690	106,978,840	0.492	0.697	3.635	5,562.899902	544,801,344	1,656,000
ZION	2007-11-30	-0.201	0.004	2,942,983	106,980,024	0.494	0.695	2.826	5,837.899902	533,649,056	1,957,400.125
ZION	2007-12-07	-0.209	-0.008	2,942,983	106,979,184	0.493	0.702	4.365	5,910.600098	522,496,736	1,660,600.125
ZION	2007-12-14	-0.231	-0.022	2,942,983	106,980,152	0.494	0.725	2.968	5,335.100098	511,344,448	2,806,000.25
ZION	2007-12-21	-0.076	0.156	5,472,768	106,980,152	0.605	0.681	0.39	5,175.700195	500,192,128	2,133,400
ZION	2007-12-28	-0.047	0.029	5,472,768	106,978,760	0.604	0.651	1.456	4,936	489,039,808	889,000
ZION	2008-01-04	0.078	0.125	7,127,693	106,978,768	0.68	0.602	0.226	4,535.899902	477,887,488	1,610,750
ZION	2008-01-11	-0.016	-0.094	7,127,693	106,980,448	0.679	0.695	1.022	4,705	466,735,200	2,926,200
ZION	2008-01-18	0.026	0.042	7,738,479	106,979,152	0.712	0.687	1.063	4,462.100098	455,582,880	2,210,800.25
ZION	2008-01-25	0.03	0.005	7,738,479	106,978,896	0.712	0.682	1.817	5,070.799805	444,430,560	3,659,500
ZION	2008-02-01	0.004	-0.027	8,517,914	106,979,224	0.711	0.707	1.068	5,921.299805	433,278,240	2,951,800
ZION	2008-02-08	-0.005	-0.009	8,517,914	106,979,384	0.711	0.716	1.075	5,553.299805	422,125,952	2,458,400
ZION	2008-02-15	0.054	0.059	11,015,847	106,978,768	0.778	0.723	0.945	5,541.5	410,973,632	2,533,000
ZION	2008-02-22	0.091	0.037	11,015,847	106,979,264	0.778	0.687	0.981	5,418.5	399,821,312	1,759,750
ZION	2008-02-29	0.081	-0.01	11,015,847	107,139,264	0.778	0.698	0.69	5,115.899902	388,668,992	1,862,200.125
ZION	2008-03-07	0.074	-0.007	11,502,184	107,140,000	0.782	0.708	1.269	4,821.299805	388,668,992	2,501,600
ZION	2008-03-14	0.079	0.005	11,502,184	107,139,520	0.782	0.704	1.315	5,037.700195	388,668,992	2,689,200.25
ZION	2008-03-21	0.081	0.003	12,362,897	107,139,744	0.787	0.706	0.582	5,412.700195	403,232,384	2,923,750
ZION	2008-03-28	0.081	-0.001	12,362,897	107,139,440	0.787	0.706	0.868	4,932.700195	417,795,744	1,931,200
ZION	2008-04-04	0.098	0.017	13,740,598	107,140,424	0.799	0.701	0.593	5,035.600098	432,359,136	1,910,599.875
ZION	2008-04-11	0.084	-0.014	13,740,598	107,139,000	0.799	0.715	0.948	4,763.399902	446,922,496	2,213,400
ZION	2008-04-18	0.14	0.056	14,689,195	107,138,864	0.815	0.675	0.621	4,984.100098	461,485,888	4,839,600
ZION	2008-04-25	0.102	-0.038	14,689,195	107,140,128	0.815	0.712	0.391	5,046.299805	476,049,248	3,237,600
ZION	2008-05-02	0.128	0.025	15,884,619	107,138,784	0.834	0.706	0.558	5,264.799805	490,612,640	1,956,800
ZION	2008-05-09	0.103	-0.025	15,884,619	107,552,944	0.833	0.731	0.37	4,825.899902	505,176,000	2,563,000
ZION	2008-05-16	0.163	0.061	23,233,648	107,552,784	0.886	0.723	0.362	4,737.700195	500,387,296	1,915,399.875
ZION	2008-05-23	0.169	0.006	23,233,648	107,551,960	0.886	0.716	0.236	4,604.299805	495,598,624	2,068,199.875
ZION	2008-05-30	0.178	0.009	26,522,498	107,553,952	0.896	0.718	0.291	4,634.5	490,809,920	2,239,250
ZION	2008-06-06	0.193	0.015	26,522,498	107,553,432	0.896	0.703	0.346	4,277.399902	486,021,216	3,042,400
ZION	2008-06-13	0.196	0.003	26,522,498	107,552,944	0.895	0.699	0.427	3,757.899902	481,232,544	4,394,800
ZION	2008-06-20	0.208	0.012	27,479,952	107,553,752	0.894	0.687	0.472	3,451.399902	476,443,840	6,769,200
ZION	2008-06-27	0.176	-0.032	27,479,952	107,554,528	0.894	0.718	0.438	3,500.899902	471,655,168	5,588,800
ZION	2008-07-04	0.165	-0.012	29,814,048	107,552,688	0.897	0.732	0.328	2,909.300049	466,866,464	6,367,000
ZION	2008-07-11	0.143	-0.022	29,814,048	107,551,568	0.897	0.754	0.467	2,763	462,077,760	5,850,600
ZION	2008-07-18	0.196	0.053	30,091,952	107,551,344	0.897	0.701	0.466	2,723.199951	457,289,088	11,827,400
ZION	2008-07-25	0.133	-0.063	30,091,952	107,553,584	0.897	0.764	0.503	2,910.399902	452,500,384	7,742,200
ZION	2008-08-01	0.166	0.033	31,882,224	107,551,480	0.899	0.733	0.308	3,290	447,711,680	3,988,800
ZION	2008-08-08	0.162	-0.004	31,882,224	107,575,000	0.9	0.738	0.454	3,442.399902	442,923,040	4,573,000
ZION	2008-08-15	0.144	-0.018	36,301,728	107,573,264	0.907	0.763	0.153	3,009.899902	441,544,832	5,220,400
ZION	2008-08-22	0.168	0.024	36,301,728	107,572,552	0.906	0.738	0.29	2,743.100098	440,166,688	3,227,599.75
ZION	2008-08-29	0.167	-0.001	36,301,728	107,574,520	0.906	0.739	0.349	2,887.300049	438,788,544	2,438,400
ZION	2008-09-05	0.19	0.023	38,942,528	107,573,544	0.914	0.724	0.252	3,546.699951	437,410,400	4,947,500
ZION	2008-09-12	0.214	0.024	38,942,528	107,574,704	0.914	0.7	0.279	4,031.899902	436,032,224	8,381,200
ZION	2008-09-19	0.211	-0.003	42,378,368	107,575,240	0.918	0.707	0.355	5,683.200195	434,654,080	9,252,600
ZION	2008-09-26	0.186	-0.025	42,378,368	107,573,896	0.918	0.732	0.204	4,731.100098	433,275,936	3,497,999.75
ZION	2008-10-03	0.201	0.014	44,241,968	107,575,200	0.92	0.719	0.263	4,684.899902	431,897,760	3,154,600
ZION	2008-10-10	0.174	-0.027	44,241,968	107,575,672	0.919	0.746	0.209	3,589.800049	430,519,616	4,666,200
ZION	2008-10-17	0.196	0.023	35,793,744	107,573,672	0.914	0.718	0.383	3,906	429,141,472	5,961,800
ZION	2008-10-24	0.17	-0.026	35,793,744	107,574,432	0.914	0.744	0.311	3,468.199951	427,763,296	3,420,800
ZION	2008-10-31	0.187	0.017	33,113,680	107,575,440	0.916	0.729	0.374	4,099.700195	426,385,152	2,573,600
ZION	2008-11-07	0.186	-0.001	33,113,680	115,342,752	0.914	0.728	0.263	4,492.600098	425,007,008	3,548,000
ZION	2008-11-14	0.196	0.01	33,113,680	115,344,144	0.915	0.719	0.361	3,770.600098	407,254,240	2,637,400
ZION	2008-11-21	0.21	0.014	30,559,072	115,343,624	0.914	0.705	0.338	2,987.399902	389,501,504	4,149,800
ZION	2008-11-28	0.22	0.011	30,559,072	115,343,368	0.914	0.694	0.319	3,678.300049	371,748,736	2,169,999.75
ZION	2008-12-05	0.205	-0.016	26,925,632	115,343,112	0.91	0.706	0.44	3,462.600098	353,996,000	2,912,800
ZION	2008-12-12	0.205	0	26,925,632	115,344,232	0.91	0.705	0.36	2,965.5	336,243,264	2,410,400
ZION	2008-12-19	0.259	0.054	25,772,176	115,344,824	0.908	0.649	0.241	2,876.699951	318,490,496	2,874,400
ZION	2008-12-26	0.216	-0.043	25,772,176	115,342,904	0.909	0.693	0.479	2,573.300049	300,737,760	2,293,500
ZION	2009-01-02	0.249	0.033	24,509,904	115,344,000	0.907	0.657	0.433	2,883.600098	282,984,992	1,868,999.875
ZION	2009-01-09	0.206	-0.043	24,509,904	115,344,344	0.906	0.7	0.432	2,512.199951	265,232,256	2,158,600
ZION	2009-01-16	0.202	-0.004	21,247,488	115,342,640	0.9	0.698	0.854	1,902	247,479,504	4,605,599.5
ZION	2009-01-23	0.197	-0.005	21,247,488	115,346,608	0.901	0.703	0.541	1,564.099976	229,726,752	6,195,999.5
ZION	2009-01-30	0.226	0.029	21,524,784	115,341,816	0.903	0.677	0.826	1,720.900024	211,974,000	6,694,400
ZION	2009-02-06	0.174	-0.053	21,524,784	115,341,696	0.903	0.73	0.512	1,654	194,221,248	6,030,200
ZION	2009-02-13	0.227	0.054	21,524,784	115,341,496	0.903	0.676	0.516	1,317.199951	176,468,496	7,287,199.5
ZION	2009-02-20	0.151	-0.076	22,059,344	115,344,448	0.903	0.751	0.839	1,038.099976	158,715,744	5,651,500
ZION	2009-02-27	0.135	-0.017	22,059,344	115,336,176	0.904	0.769	0.61	1,080.699951	140,963,008	8,066,600
ZION	2009-03-06	0.133	-0.001	24,141,392	115,339,512	0.91	0.777	0.446	747.400024	131,047,184	5,334,000
ZION	2009-03-13	0.118	-0.016	24,141,392	115,339,696	0.91	0.792	0.288	1,086.5	121,131,360	6,393,800
ZION	2009-03-20	0.096	-0.022	25,851,424	115,332,656	0.913	0.817	0.249	1,144.099976	111,215,544	5,404,400
ZION	2009-03-27	0.08	-0.016	25,851,424	115,334,608	0.913	0.833	0.429	1,206.400024	101,299,728	4,412,200
ZION	2009-04-03	0.059	-0.021	24,993,056	115,333,336	0.908	0.849	0.653	1,297.5	91,383,912	4,211,600
ZION	2009-04-10	0.012	-0.047	24,993,056	115,339,808	0.908	0.896	0.568	1,425.599976	81,468,088	4,239,750
ZION	2009-04-17	0.056	0.044	24,751,184	115,339,544	0.909	0.853	0.408	1,732.400024	71,552,272	7,043,999.5
ZION	2009-04-24	-0.003	-0.06	24,751,184	115,339,408	0.909	0.912	0.6	1,393.300049	61,636,456	11,134,401
ZION	2009-05-01	-0.015	-0.012	20,703,968	115,340,808	0.899	0.914	0.695	1,235.300049	51,720,636	3,641,800
ZION	2009-05-08	-0.062	-0.047	20,703,968	115,338,896	0.899	0.961	0.586	2,348.300049	41,804,820	8,843,201
ZION	2009-05-15	0.027	0.089	20,819,776	115,295,680	0.904	0.876	0.757	1,735.199951	31,889,000	6,470,400
ZION	2009-05-22	-0.08	-0.107	20,819,776	115,295,040	0.904	0.984	0.663	1,465.400024	53,772,768	8,265,000
ZION	2009-05-29	-0.061	0.019	20,819,776	115,299,704	0.904	0.964	1.05	1,577.300049	75,656,536	7,497,000
ZION	2009-06-05	-0.081	-0.021	22,863,486	115,300,624	0.909	0.99	0.508	1,668.400024	97,540,304	5,729,000
ZION	2009-06-12	-0.082	-0.001	22,863,486	115,297,696	0.909	0.991	0.302	1,704.099976	119,424,080	3,626,200
ZION	2009-06-19	-0.054	0.028	22,712,816	115,299,848	0.907	0.961	0.696	1,538.099976	141,307,840	4,884,200
ZION	2009-06-26	-0.098	-0.044	22,712,816	115,294,120	0.907	1.005	0.375	1,372	163,191,616	4,640,400
ZION	2009-07-03	-0.061	0.037	26,306,864	115,298,360	0.915	0.977	0.366	1,275.199951	185,075,392	4,324,250
ZION	2009-07-10	-0.077	-0.015	26,306,864	115,300,000	0.916	0.992	0.471	1,268.300049	206,959,152	4,197,200
ZION	2009-07-17	-0.072	0.005	22,220,768	115,294,120	0.903	0.975	0.51	1,332.800049	228,842,928	4,901,400
ZION	2009-07-24	-0.054	0.018	22,220,768	115,294,648	0.903	0.957	0.487	1,291.300049	250,726,688	8,138,399.5
ZION	2009-07-31	-0.06	-0.007	24,585,888	115,294,552	0.908	0.969	0.843	1,565.699951	272,610,464	5,708,800
ZION	2009-08-07	-0.019	0.042	24,585,888	115,298,952	0.909	0.927	0.732	1,967	294,494,240	8,440,400
ZION	2009-08-14	-0.038	-0.019	24,585,888	126,436,576	0.901	0.939	0.673	2,143.100098	316,377,984	8,635,000

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