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	2010-02-26	0.215	0.011	4,936,794	30,258,018	0.884	0.669	0.424	433.899994	127,302,800	69,960
ZUMZ	2010-03-05	0.184	-0.03	5,162,037	30,256,960	0.885	0.7	0.459	565.200012	128,585,600	1,050,340
ZUMZ	2010-03-12	0.072	-0.112	5,162,037	30,252,496	0.885	0.813	0.558	575.099976	129,868,400	775,020.0625
ZUMZ	2010-03-19	0.072	-0	5,156,591	30,253,232	0.885	0.813	0.276	585.400024	131,151,200	335,900
ZUMZ	2010-03-26	0.088	0.016	5,156,591	30,424,598	0.884	0.796	0.379	623.400024	132,434,000	195,000
ZUMZ	2010-04-02	0.07	-0.018	4,899,530	30,420,494	0.882	0.812	0.352	629.400024	127,618,664	177,224.984375
ZUMZ	2010-04-09	0.014	-0.056	4,899,530	30,424,690	0.882	0.868	0.347	616.099976	122,803,336	409,700
ZUMZ	2010-04-16	0.054	0.04	4,598,456	30,424,352	0.877	0.822	0.352	659.599976	117,988,000	355,120
ZUMZ	2010-04-23	0.004	-0.051	4,598,456	30,422,046	0.876	0.873	0.419	612.700012	113,172,664	521,720
ZUMZ	2010-04-30	0.004	-0	4,252,051	30,420,258	0.869	0.865	0.532	564.599976	108,357,336	573,120
ZUMZ	2010-05-07	-0.032	-0.036	4,252,051	30,419,872	0.87	0.903	0.387	514.400024	103,542,000	313,740
ZUMZ	2010-05-14	-0.023	0.01	4,252,051	30,423,166	0.872	0.895	0.345	546.400024	98,726,664	280,720
ZUMZ	2010-05-21	-0.042	-0.019	3,326,498	30,421,760	0.841	0.883	0.46	497.700012	93,911,336	393,720
ZUMZ	2010-05-28	-0.063	-0.021	3,326,498	30,251,168	0.843	0.906	0.469	517.900024	89,096,000	347,400
ZUMZ	2010-06-04	-0.028	0.035	3,037,790	30,248,940	0.829	0.857	0.42	498.200012	89,710,712	272,925
ZUMZ	2010-06-11	-0.054	-0.027	3,037,790	30,251,498	0.829	0.884	0.484	505.200012	90,325,432	228,560
ZUMZ	2010-06-18	0.022	0.076	2,867,262	30,248,868	0.821	0.799	0.729	534.799988	90,940,144	457,120
ZUMZ	2010-06-25	-0.015	-0.037	2,867,262	30,250,144	0.82	0.835	0.085	520	91,554,856	244,840
ZUMZ	2010-07-02	-0	0.015	2,942,444	30,250,002	0.825	0.825	0.447	496.100006	92,169,568	199,620
ZUMZ	2010-07-09	-0.016	-0.016	2,942,444	30,247,888	0.825	0.841	0.932	536.900024	92,784,288	421,300
ZUMZ	2010-07-16	0.015	0.031	3,383,182	30,251,756	0.84	0.826	0.474	516.700012	93,399,000	229,400
ZUMZ	2010-07-23	0.002	-0.012	3,383,182	30,248,834	0.84	0.838	0.605	583.5	94,013,712	222,460
ZUMZ	2010-07-30	0.044	0.042	3,463,832	30,251,366	0.845	0.801	0.646	553.599976	94,628,432	201,240
ZUMZ	2010-08-06	0.055	0.012	3,463,832	30,253,392	0.845	0.79	0.475	513.400024	95,243,144	310,880
ZUMZ	2010-08-13	0.06	0.004	3,463,832	30,250,918	0.846	0.786	0.364	494.299988	95,857,856	222,600
ZUMZ	2010-08-20	0.057	-0.003	3,527,627	30,247,778	0.849	0.792	0.773	476.100006	96,472,568	311,120
ZUMZ	2010-08-27	0.008	-0.049	3,527,627	30,248,882	0.848	0.84	0.46	474	97,087,288	243,820
ZUMZ	2010-09-03	0.04	0.031	3,108,680	30,602,126	0.83	0.79	0.559	518.400024	97,702,000	269,480
ZUMZ	2010-09-10	0.032	-0.007	3,108,680	30,597,372	0.83	0.798	0.492	512.200012	100,637,152	154,600
ZUMZ	2010-09-17	0.051	0.018	3,034,234	30,599,700	0.816	0.765	0.532	612.299988	103,572,304	529,940
ZUMZ	2010-09-24	-0.013	-0.064	3,034,234	30,600,774	0.816	0.829	0.586	631.599976	106,507,464	281,700
ZUMZ	2010-10-01	0.061	0.075	3,027,443	30,599,906	0.817	0.755	0.48	647.799988	109,442,616	147,300
ZUMZ	2010-10-08	0.005	-0.056	3,027,443	30,601,444	0.816	0.811	0.648	763.200012	112,377,768	529,660
ZUMZ	2010-10-15	0.019	0.014	3,006,069	30,599,130	0.816	0.797	0.813	776.299988	115,312,920	212,040
ZUMZ	2010-10-22	0.013	-0.006	3,006,069	30,600,624	0.817	0.804	0.491	784.599976	118,248,080	277,380
ZUMZ	2010-10-29	0.05	0.037	3,006,069	30,598,780	0.817	0.766	0.732	802.299988	121,183,232	190,860
ZUMZ	2010-11-05	0.054	0.003	3,290,846	30,598,506	0.831	0.777	0.457	858.900024	124,118,384	438,520
ZUMZ	2010-11-12	0.047	-0.006	3,290,846	30,601,902	0.832	0.785	0.447	869.400024	127,053,536	172,960
ZUMZ	2010-11-19	0.071	0.023	3,438,508	30,600,070	0.842	0.772	0.568	882.200012	129,988,696	191,760
ZUMZ	2010-11-26	0.059	-0.012	3,438,508	30,600,400	0.842	0.784	0.43	917.400024	132,923,848	280,649.96875
ZUMZ	2010-12-03	0.072	0.013	3,565,497	30,669,346	0.847	0.775	0.619	916.400024	135,859,008	782,860.0625
ZUMZ	2010-12-10	0.051	-0.02	3,565,497	30,669,554	0.847	0.795	0.525	920.700012	137,214,528	270,380
ZUMZ	2010-12-17	0.022	-0.029	3,364,272.25	30,671,872	0.839	0.817	0.484	903.900024	138,570,080	468,920
ZUMZ	2010-12-24	0.018	-0.005	3,364,272.25	30,670,158	0.838	0.821	0.967	878.700012	139,925,600	245,450
ZUMZ	2010-12-31	0.029	0.012	3,004,885	30,669,890	0.826	0.796	0.555	824.099976	141,281,136	251,060
ZUMZ	2011-01-07	0.026	-0.004	3,004,885	30,670,828	0.825	0.8	0.819	786.400024	142,636,672	1,062,780
ZUMZ	2011-01-14	-0.002	-0.028	3,004,885	30,671,886	0.825	0.827	0.751	744.099976	143,992,192	392,100
ZUMZ	2011-01-21	-0.002	-0	3,257,329	30,669,490	0.842	0.844	0.566	723.799988	145,347,728	350,075
ZUMZ	2011-01-28	0.003	0.005	3,257,329	30,672,344	0.842	0.839	0.529	684.299988	146,703,264	318,280
ZUMZ	2011-02-04	0.066	0.063	3,510,709	30,668,828	0.853	0.787	0.643	756.599976	148,058,800	542,840
ZUMZ	2011-02-11	0.03	-0.036	3,510,709	30,672,558	0.853	0.823	0.486	798.099976	149,414,336	250,100
ZUMZ	2011-02-18	0.07	0.04	3,768,512	30,672,010	0.86	0.79	0.651	803.299988	150,769,872	201,860
ZUMZ	2011-02-25	0.027	-0.043	3,768,512	30,671,876	0.861	0.833	0.453	785.200012	152,125,408	305,475
ZUMZ	2011-03-04	0.06	0.033	4,084,858	30,672,482	0.867	0.807	0.769	843.799988	153,480,928	608,540.0625
ZUMZ	2011-03-11	0.054	-0.006	4,084,858	30,671,754	0.868	0.814	0.485	803.599976	154,836,464	505,460
ZUMZ	2011-03-18	0.047	-0.007	4,292,655	30,987,602	0.871	0.824	0.581	724.799988	156,192,000	915,260.0625
ZUMZ	2011-03-25	0.019	-0.028	4,292,655	30,987,340	0.872	0.852	0.461	734.400024	151,157,904	451,920
ZUMZ	2011-04-01	0.04	0.02	3,987,510	30,990,212	0.863	0.823	0.525	823.099976	146,123,808	699,859.9375
ZUMZ	2011-04-08	-0.008	-0.048	3,987,510	30,989,050	0.863	0.87	0.305	849.099976	141,089,696	512,120
ZUMZ	2011-04-15	0.047	0.055	5,329,025	30,987,910	0.887	0.84	0.361	897.099976	136,055,600	474,840
ZUMZ	2011-04-22	0.047	-0	5,329,025	30,987,828	0.888	0.84	0.311	890.900024	131,021,504	217,450
ZUMZ	2011-04-29	0.089	0.042	5,329,025	30,988,970	0.888	0.798	0.297	871.099976	125,987,400	208,800
ZUMZ	2011-05-06	0.098	0.009	5,589,133	30,989,822	0.89	0.792	0.383	882.900024	120,953,296	381,340
ZUMZ	2011-05-13	0.086	-0.012	5,589,133	30,989,050	0.89	0.804	0.45	877.299988	115,919,200	302,740
ZUMZ	2011-05-20	0.122	0.036	5,610,002	30,988,740	0.89	0.768	0.45	880.700012	110,885,104	518,980
ZUMZ	2011-05-27	0.088	-0.034	5,610,002	31,003,962	0.889	0.801	0.339	938.799988	105,851,000	529,820
ZUMZ	2011-06-03	0.108	0.02	5,659,037	31,003,248	0.889	0.781	0.314	763.299988	106,305,432	1,111,925
ZUMZ	2011-06-10	0.061	-0.047	5,659,037	31,003,122	0.889	0.828	0.457	695.400024	106,759,856	809,379.9375
ZUMZ	2011-06-17	0.057	-0.004	5,699,688	31,003,344	0.887	0.83	0.422	741.599976	107,214,288	616,400
ZUMZ	2011-06-24	0.034	-0.023	5,699,688	31,002,030	0.887	0.853	0.732	764.200012	107,668,712	389,060
ZUMZ	2011-07-01	0.06	0.026	5,309,221	31,002,722	0.88	0.82	0.409	797.700012	108,123,144	372,440
ZUMZ	2011-07-08	0.055	-0.005	5,309,221	31,001,064	0.88	0.825	0.336	873.299988	108,577,568	652,525
ZUMZ	2011-07-15	0.068	0.013	5,277,295	31,004,092	0.879	0.811	0.308	833.700012	109,032,000	304,320
ZUMZ	2011-07-22	0.098	0.03	5,277,295	31,003,570	0.879	0.781	0.272	868.099976	109,486,432	168,640
ZUMZ	2011-07-29	0.085	-0.013	5,277,295	31,001,132	0.879	0.794	0.314	823.700012	109,940,856	261,480
ZUMZ	2011-08-05	0.087	0.002	4,794,478	31,000,932	0.872	0.784	0.344	665.900024	110,395,288	710,540.0625
ZUMZ	2011-08-12	0.087	-0	4,794,478	31,003,462	0.872	0.785	0.405	627.200012	110,849,712	493,320
ZUMZ	2011-08-19	0.073	-0.014	4,690,837	31,003,480	0.872	0.799	0.356	534.5	111,304,144	607,779.9375
ZUMZ	2011-08-26	0.066	-0.007	4,690,837	31,003,222	0.872	0.806	0.55	577.900024	111,758,568	632,320
ZUMZ	2011-09-02	0.074	0.008	4,516,809	31,111,112	0.865	0.791	0.591	543.200012	112,213,000	926,920
ZUMZ	2011-09-09	0.049	-0.025	4,516,809	31,109,860	0.865	0.816	0.478	552.200012	115,423,616	583,350
ZUMZ	2011-09-16	0.056	0.007	4,616,188	31,107,544	0.865	0.809	0.475	581.400024	118,634,232	560,419.9375
ZUMZ	2011-09-23	0.031	-0.024	4,616,188	31,111,110	0.866	0.834	0.433	548.799988	121,844,848	464,140
ZUMZ	2011-09-30	0.056	0.025	4,933,810	31,107,938	0.869	0.813	0.444	544.700012	125,055,464	366,560
ZUMZ	2011-10-07	0.072	0.016	4,933,810	31,107,432	0.869	0.796	0.534	657.299988	128,266,080	863,440
ZUMZ	2011-10-14	0.023	-0.05	4,933,810	31,108,032	0.869	0.846	0.304	673.799988	131,476,696	320,920
ZUMZ	2011-10-21	0.049	0.026	5,176,834	31,106,558	0.877	0.828	0.286	683.099976	134,687,312	307,640
ZUMZ	2011-10-28	0.027	-0.022	5,176,834	31,108,742	0.877	0.85	0.321	729.5	137,897,920	389,220
ZUMZ	2011-11-04	0.064	0.037	5,341,256	31,109,130	0.881	0.817	0.521	698.400024	141,108,544	432,140
ZUMZ	2011-11-11	0.048	-0.016	5,341,256	31,109,178	0.882	0.833	0.312	715.200012	144,319,152	341,160
ZUMZ	2011-11-18	0.055	0.006	5,461,621	31,108,696	0.886	0.831	0.307	715.5	147,529,776	260,960
ZUMZ	2011-11-25	0.025	-0.029	5,461,621	31,109,524	0.886	0.861	0.382	653.299988	150,740,384	230,950
ZUMZ	2011-12-02	0.097	0.072	5,395,555	31,127,976	0.881	0.784	0.62	902.400024	153,951,008	976,600
ZUMZ	2011-12-09	0.028	-0.07	5,395,555	31,126,668	0.881	0.854	0.478	933.799988	155,944,864	651,760
ZUMZ	2011-12-16	0.019	-0.008	5,034,950	31,128,170	0.875	0.856	0.408	871.900024	157,938,736	818,579.9375
ZUMZ	2011-12-23	0.023	0.003	5,034,950	31,128,060	0.875	0.853	0.41	877.5	159,932,608	420,120
ZUMZ	2011-12-30	0.008	-0.014	4,945,841	31,127,520	0.876	0.868	0.295	864.099976	161,926,464	303,925
ZUMZ	2012-01-06	0.011	0.002	4,945,841	31,128,878	0.876	0.865	0.613	973.400024	163,920,336	1,608,150
ZUMZ	2012-01-13	-0.062	-0.073	4,945,841	31,128,394	0.875	0.938	0.46	940.700012	165,914,208	462,720
ZUMZ	2012-01-20	-0.023	0.04	4,747,960	31,127,894	0.872	0.895	0.378	927.299988	167,908,064	381,350.03125

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