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	2011-07-15	0.067	-0.001	5,277,295	31,004,092	0.879	0.812	0.461	833.700012	109,032,000	304,320
ZUMZ	2011-07-22	0.098	0.031	5,277,295	31,003,570	0.879	0.781	0.242	868.099976	109,486,432	168,640
ZUMZ	2011-07-29	0.094	-0.004	5,277,295	31,001,132	0.879	0.786	0.294	823.700012	109,940,856	261,480
ZUMZ	2011-08-05	0.071	-0.022	4,794,478	31,000,932	0.872	0.8	0.477	665.900024	110,395,288	710,540.0625
ZUMZ	2011-08-12	0.08	0.009	4,794,478	31,003,462	0.872	0.792	0.453	627.200012	110,849,712	493,320
ZUMZ	2011-08-19	0.082	0.002	4,690,837	31,003,480	0.872	0.79	0.451	534.5	111,304,144	607,779.9375
ZUMZ	2011-08-26	0.05	-0.033	4,690,837	31,003,222	0.872	0.822	0.416	577.900024	111,758,568	632,320
ZUMZ	2011-09-02	0.079	0.029	4,516,809	31,111,112	0.865	0.786	0.541	543.200012	112,213,000	926,920
ZUMZ	2011-09-09	0.036	-0.043	4,516,809	31,109,860	0.865	0.829	0.451	552.200012	115,423,616	583,350
ZUMZ	2011-09-16	0.042	0.006	4,616,188	31,107,544	0.865	0.823	0.436	581.400024	118,634,232	560,419.9375
ZUMZ	2011-09-23	0.011	-0.032	4,616,188	31,111,110	0.866	0.855	0.502	548.799988	121,844,848	464,140
ZUMZ	2011-09-30	0.044	0.033	4,933,810	31,107,938	0.869	0.825	0.455	544.700012	125,055,464	366,560
ZUMZ	2011-10-07	0.07	0.027	4,933,810	31,107,432	0.869	0.798	0.438	657.299988	128,266,080	863,440
ZUMZ	2011-10-14	0.026	-0.044	4,933,810	31,108,032	0.869	0.843	0.261	673.799988	131,476,696	320,920
ZUMZ	2011-10-21	0.039	0.012	5,176,834	31,106,558	0.877	0.839	0.375	683.099976	134,687,312	307,640
ZUMZ	2011-10-28	0.023	-0.016	5,176,834	31,108,742	0.877	0.854	0.277	729.5	137,897,920	389,220
ZUMZ	2011-11-04	0.044	0.021	5,341,256	31,109,130	0.882	0.838	0.409	698.400024	141,108,544	432,140
ZUMZ	2011-11-11	0.042	-0.002	5,341,256	31,109,178	0.882	0.84	0.474	715.200012	144,319,152	341,160
ZUMZ	2011-11-18	0.055	0.013	5,461,621	31,108,696	0.886	0.832	0.361	715.5	147,529,776	260,960
ZUMZ	2011-11-25	0.039	-0.016	5,461,621	31,109,524	0.886	0.848	0.349	653.299988	150,740,384	230,950
ZUMZ	2011-12-02	0.081	0.042	5,395,555	31,127,976	0.882	0.8	0.396	902.400024	153,951,008	976,600
ZUMZ	2011-12-09	0.018	-0.063	5,395,555	31,126,668	0.881	0.863	0.389	933.799988	155,944,864	651,760
ZUMZ	2011-12-16	0.023	0.005	5,034,950	31,128,170	0.876	0.852	0.561	871.900024	157,938,736	818,579.9375
ZUMZ	2011-12-23	0.004	-0.019	5,034,950	31,128,060	0.876	0.871	0.547	877.5	159,932,608	420,120
ZUMZ	2011-12-30	0.021	0.017	4,945,841	31,127,520	0.876	0.855	0.299	864.099976	161,926,464	303,925
ZUMZ	2012-01-06	0.007	-0.014	4,945,841	31,128,878	0.876	0.869	0.567	973.400024	163,920,336	1,608,150
ZUMZ	2012-01-13	-0.065	-0.073	4,945,841	31,128,394	0.875	0.941	0.618	940.700012	165,914,208	462,720
ZUMZ	2012-01-20	-0.017	0.048	4,747,960	31,127,894	0.872	0.889	0.429	927.299988	167,908,064	381,350.03125
ZUMZ	2012-01-27	-0.059	-0.042	4,747,960	31,129,546	0.872	0.932	0.291	881.900024	169,901,936	285,440
ZUMZ	2012-02-03	-0.043	0.017	4,979,237	31,127,188	0.876	0.919	0.46	925.099976	171,895,824	552,440
ZUMZ	2012-02-10	-0.069	-0.026	4,979,237	31,126,618	0.877	0.946	0.285	914.5	173,889,664	312,880
ZUMZ	2012-02-17	-0.039	0.03	5,102,623	31,127,576	0.879	0.918	0.492	966.200012	175,883,536	395,460
ZUMZ	2012-02-24	-0.044	-0.005	5,102,623	31,126,574	0.88	0.924	0.548	939.400024	177,877,408	527,950
ZUMZ	2012-03-02	-0.035	0.009	4,282,281	31,129,084	0.863	0.898	0.868	981.5	179,871,264	666,860.0625
ZUMZ	2012-03-09	-0.026	0.009	4,282,281	31,127,290	0.863	0.889	0.545	1,068.599976	181,865,136	583,480
ZUMZ	2012-03-16	-0.074	-0.048	4,144,802	31,171,380	0.862	0.936	0.566	1,080.400024	183,859,008	450,400
ZUMZ	2012-03-23	-0.087	-0.013	4,144,802	31,168,906	0.862	0.949	0.277	1,114.599976	178,463,008	244,920
ZUMZ	2012-03-30	-0.072	0.016	3,875,669	31,171,420	0.852	0.923	0.468	1,125.599976	173,067,008	329,780
ZUMZ	2012-04-06	-0.076	-0.004	3,875,669	31,169,830	0.852	0.927	0.459	1,132.400024	167,671,008	538,600
ZUMZ	2012-04-13	-0.035	0.041	3,875,669	31,170,244	0.852	0.886	0.618	1,060.099976	162,275,008	332,460
ZUMZ	2012-04-20	-0.077	-0.042	3,647,825	31,170,760	0.847	0.923	0.542	1,091.599976	156,879,008	294,080
ZUMZ	2012-04-27	-0.057	0.02	3,647,825	31,169,240	0.846	0.903	0.569	1,191.599976	151,483,008	311,820
ZUMZ	2012-05-04	-0.038	0.019	3,352,810	31,170,578	0.833	0.871	0.489	1,182.300049	146,087,008	424,980
ZUMZ	2012-05-11	-0.062	-0.023	3,352,810	31,169,860	0.834	0.896	0.449	1,137.699951	140,691,008	324,020
ZUMZ	2012-05-18	-0.041	0.02	3,271,457	31,169,070	0.829	0.87	0.549	1,015.799988	135,295,008	673,440
ZUMZ	2012-05-25	-0.024	0.017	3,271,457	31,327,162	0.828	0.852	0.404	1,116.5	129,899,000	367,480
ZUMZ	2012-06-01	-0.064	-0.04	3,272,648	31,326,298	0.824	0.888	0.574	1,098.300049	130,243,464	520,675
ZUMZ	2012-06-08	-0.074	-0.009	3,272,648	31,326,772	0.824	0.897	0.523	1,178.199951	130,587,936	476,420
ZUMZ	2012-06-15	-0.025	0.048	3,361,712.25	31,327,618	0.822	0.848	0.733	1,205.800049	130,932,400	447,220
ZUMZ	2012-06-22	-0.038	-0.013	3,361,712.25	31,325,730	0.822	0.86	0.843	1,235.800049	131,276,864	672,780.0625
ZUMZ	2012-06-29	-0.012	0.027	3,361,712.25	31,326,092	0.822	0.833	0.553	1,240.199951	131,621,336	381,280
ZUMZ	2012-07-06	-0.034	-0.023	3,718,413	31,327,202	0.835	0.869	0.592	1,192	131,965,800	435,900
ZUMZ	2012-07-13	0.003	0.037	3,718,413	31,325,506	0.834	0.832	0.545	1,094.199951	132,310,264	505,020
ZUMZ	2012-07-20	-0.047	-0.049	3,143,694	31,326,012	0.817	0.864	0.76	1,112.699951	132,654,736	400,760
ZUMZ	2012-07-27	-0.038	0.009	3,143,694	31,327,876	0.817	0.855	0.71	1,186.699951	132,999,200	334,620
ZUMZ	2012-08-03	-0.008	0.029	2,864,973	31,325,658	0.802	0.81	0.741	1,061	133,343,664	495,060
ZUMZ	2012-08-10	-0.022	-0.013	2,864,973	31,327,068	0.802	0.824	0.776	1,067	133,688,136	347,780
ZUMZ	2012-08-17	-0.007	0.014	3,122,848	31,326,816	0.821	0.828	0.716	1,121.5	134,032,600	280,640
ZUMZ	2012-08-24	-0.008	0	3,122,848	31,326,562	0.821	0.829	0.721	987.099976	134,377,072	496,960
ZUMZ	2012-08-31	0.084	0.092	3,186,711	31,325,796	0.824	0.74	1.05	914.400024	134,721,536	1,593,860
ZUMZ	2012-09-07	-0.006	-0.09	3,186,711	31,355,060	0.824	0.83	0.604	914	135,066,000	938,025
ZUMZ	2012-09-14	-0.029	-0.023	3,186,711	31,353,358	0.825	0.854	0.738	887.299988	138,524,224	895,219.9375
ZUMZ	2012-09-21	0.003	0.032	3,526,287	31,353,220	0.837	0.834	0.504	861.900024	141,982,464	804,300.0625
ZUMZ	2012-09-28	0.001	-0.002	3,526,287	31,355,932	0.837	0.836	0.628	869.5	145,440,688	880,880
ZUMZ	2012-10-05	-0.004	-0.005	3,354,160.25	31,352,986	0.83	0.834	0.686	829.599976	148,898,928	1,046,300.0625
ZUMZ	2012-10-12	-0.002	0.002	3,354,160.25	31,356,252	0.829	0.831	0.528	830	152,357,152	483,240
ZUMZ	2012-10-19	0.009	0.011	3,193,126	31,354,368	0.828	0.819	0.484	814.900024	155,815,392	337,460
ZUMZ	2012-10-26	-0.013	-0.023	3,193,126	31,353,894	0.828	0.842	0.567	833.700012	159,273,616	449,820
ZUMZ	2012-11-02	0.066	0.079	3,516,661	31,356,344	0.838	0.772	0.622	645	162,731,840	1,704,033.375
ZUMZ	2012-11-09	0.009	-0.057	3,516,661	31,354,270	0.838	0.829	0.43	639	166,190,096	442,160
ZUMZ	2012-11-16	0.021	0.012	3,543,326	31,352,408	0.839	0.818	0.645	610.400024	169,648,304	366,980
ZUMZ	2012-11-23	0.001	-0.019	3,543,326	31,355,436	0.839	0.838	0.689	643.099976	173,106,544	306,249.96875
ZUMZ	2012-11-30	0.063	0.062	2,801,445	31,353,966	0.813	0.75	0.842	648.400024	176,564,768	1,391,840
ZUMZ	2012-12-07	-0.034	-0.097	2,801,445	31,351,610	0.812	0.847	0.523	651.799988	180,023,008	526,680
ZUMZ	2012-12-14	-0.002	0.032	2,801,445	31,355,140	0.812	0.814	0.535	603.900024	182,981,792	391,720
ZUMZ	2012-12-21	-0.04	-0.038	2,956,278	31,353,734	0.813	0.853	0.76	604.5	185,940,608	529,900
ZUMZ	2012-12-28	-0.006	0.034	2,956,278	31,350,482	0.813	0.819	0.612	585	188,899,392	265,750
ZUMZ	2013-01-04	0.013	0.019	3,242,619	31,354,750	0.828	0.815	0.509	673.5	191,858,208	726,600
ZUMZ	2013-01-11	-0.021	-0.034	3,242,619	31,355,092	0.828	0.849	0.493	634	194,816,992	408,600
ZUMZ	2013-01-18	0.025	0.046	3,312,884	31,350,330	0.836	0.811	0.344	664	197,775,808	412,880
ZUMZ	2013-01-25	0.004	-0.021	3,312,884	31,354,360	0.836	0.833	0.422	676	200,734,592	399,525
ZUMZ	2013-02-01	0.039	0.035	3,965,660	31,354,808	0.854	0.816	0.398	661.900024	203,693,408	596,460.0625
ZUMZ	2013-02-08	-0.001	-0.04	3,965,660	31,353,092	0.855	0.856	0.629	729.900024	206,652,192	586,280
ZUMZ	2013-02-15	0.001	0.002	4,287,948	31,350,524	0.862	0.861	0.471	717.299988	209,611,008	381,760
ZUMZ	2013-02-22	-0.004	-0.004	4,287,948	31,353,846	0.862	0.865	0.336	713.299988	212,569,792	361,625
ZUMZ	2013-03-01	0.014	0.018	4,287,948	31,350,638	0.862	0.848	0.382	712.599976	215,528,608	269,420
ZUMZ	2013-03-08	-0.018	-0.032	4,533,546	31,352,994	0.865	0.882	0.546	723	218,487,392	532,180
ZUMZ	2013-03-15	0.063	0.08	4,416,454	31,352,410	0.863	0.8	0.423	799.799988	221,446,208	855,820.0625
ZUMZ	2013-03-22	-0.022	-0.085	4,416,454	29,987,814	0.867	0.889	0.432	738.299988	224,404,992	417,960
ZUMZ	2013-03-29	0.016	0.038	4,416,454	29,991,266	0.867	0.851	0.321	686.799988	216,814,096	593,850
ZUMZ	2013-04-05	-0.029	-0.045	4,279,183	29,987,878	0.865	0.893	0.526	742.200012	209,223,200	408,480
ZUMZ	2013-04-12	-0.001	0.028	4,315,557	29,989,568	0.864	0.865	0.495	862.5	201,632,304	927,120
ZUMZ	2013-04-19	0.005	0.006	4,315,557	29,988,802	0.864	0.859	0.38	803.400024	194,041,408	536,460
ZUMZ	2013-04-26	0.004	-0.001	4,315,557	29,989,510	0.864	0.86	0.449	857.700012	186,450,496	419,280
ZUMZ	2013-05-03	0.008	0.003	3,779,094	29,989,998	0.848	0.84	0.508	899.400024	178,859,600	350,940
ZUMZ	2013-05-10	0.017	0.009	3,779,094	29,990,714	0.849	0.832	0.497	968.700012	171,268,704	396,200
ZUMZ	2013-05-17	0.021	0.004	3,830,973	29,990,762	0.849	0.829	0.404	974.099976	163,677,792	297,260
ZUMZ	2013-05-24	0.025	0.005	3,830,973	29,990,550	0.849	0.824	0.533	952.200012	156,086,896	393,020
ZUMZ	2013-05-31	0.077	0.051	4,247,006	30,175,992	0.863	0.786	0.513	960.200012	148,496,000	241,950
ZUMZ	2013-06-07	0.023	-0.054	4,247,006	30,175,496	0.863	0.841	0.458	945.700012	149,120,128	281,360

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