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	2012-01-27	-0.073	-0.05	4,747,960	31,129,546	0.872	0.945	0.333	881.900024	169,901,936	285,440
ZUMZ	2012-02-03	-0.043	0.03	4,979,237	31,127,188	0.876	0.92	0.332	925.099976	171,895,824	552,440
ZUMZ	2012-02-10	-0.061	-0.018	4,979,237	31,126,618	0.877	0.938	0.35	914.5	173,889,664	312,880
ZUMZ	2012-02-17	-0.014	0.048	5,102,623	31,127,576	0.879	0.892	0.362	966.200012	175,883,536	395,460
ZUMZ	2012-02-24	-0.027	-0.014	5,102,623	31,126,574	0.88	0.907	0.317	939.400024	177,877,408	527,950
ZUMZ	2012-03-02	-0.036	-0.008	4,282,281	31,129,084	0.863	0.899	0.415	981.5	179,871,264	666,860.0625
ZUMZ	2012-03-09	-0.039	-0.004	4,282,281	31,127,290	0.863	0.902	0.485	1,068.599976	181,865,136	583,480
ZUMZ	2012-03-16	-0.075	-0.036	4,144,802	31,171,380	0.862	0.936	0.325	1,080.400024	183,859,008	450,400
ZUMZ	2012-03-23	-0.082	-0.008	4,144,802	31,168,906	0.862	0.944	0.636	1,114.599976	178,463,008	244,920
ZUMZ	2012-03-30	-0.077	0.005	3,875,669	31,171,420	0.852	0.929	0.533	1,125.599976	173,067,008	329,780
ZUMZ	2012-04-06	-0.078	-0.001	3,875,669	31,169,830	0.852	0.93	0.532	1,132.400024	167,671,008	538,600
ZUMZ	2012-04-13	-0.016	0.061	3,875,669	31,170,244	0.852	0.868	0.502	1,060.099976	162,275,008	332,460
ZUMZ	2012-04-20	-0.087	-0.07	3,647,825	31,170,760	0.847	0.933	0.68	1,091.599976	156,879,008	294,080
ZUMZ	2012-04-27	-0.051	0.036	3,647,825	31,169,240	0.846	0.897	0.499	1,191.599976	151,483,008	311,820
ZUMZ	2012-05-04	-0.036	0.015	3,352,810	31,170,578	0.833	0.868	0.785	1,182.300049	146,087,008	424,980
ZUMZ	2012-05-11	-0.057	-0.021	3,352,810	31,169,860	0.834	0.891	0.596	1,137.699951	140,691,008	324,020
ZUMZ	2012-05-18	-0.038	0.019	3,271,457	31,169,070	0.828	0.866	0.87	1,015.799988	135,295,008	673,440
ZUMZ	2012-05-25	-0.033	0.005	3,271,457	31,327,162	0.828	0.86	0.527	1,116.5	129,899,000	367,480
ZUMZ	2012-06-01	-0.059	-0.026	3,272,648	31,326,298	0.824	0.882	0.488	1,098.300049	130,243,464	520,675
ZUMZ	2012-06-08	-0.047	0.011	3,272,648	31,326,772	0.823	0.871	0.539	1,178.199951	130,587,936	476,420
ZUMZ	2012-06-15	-0.014	0.033	3,361,712.25	31,327,618	0.822	0.836	0.484	1,205.800049	130,932,400	447,220
ZUMZ	2012-06-22	-0.015	-0.001	3,361,712.25	31,325,730	0.822	0.837	0.594	1,235.800049	131,276,864	672,780.0625
ZUMZ	2012-06-29	-0.018	-0.003	3,361,712.25	31,326,092	0.822	0.84	0.647	1,240.199951	131,621,336	381,280
ZUMZ	2012-07-06	-0.039	-0.021	3,718,413	31,327,202	0.835	0.874	0.673	1,192	131,965,800	435,900
ZUMZ	2012-07-13	0.011	0.051	3,718,413	31,325,506	0.834	0.823	0.626	1,094.199951	132,310,264	505,020
ZUMZ	2012-07-20	-0.059	-0.07	3,143,694	31,326,012	0.817	0.876	0.52	1,112.699951	132,654,736	400,760
ZUMZ	2012-07-27	-0.042	0.017	3,143,694	31,327,876	0.817	0.859	0.559	1,186.699951	132,999,200	334,620
ZUMZ	2012-08-03	-0.01	0.031	2,864,973	31,325,658	0.802	0.812	0.558	1,061	133,343,664	495,060
ZUMZ	2012-08-10	-0.022	-0.011	2,864,973	31,327,068	0.802	0.824	0.642	1,067	133,688,136	347,780
ZUMZ	2012-08-17	-0.003	0.019	3,122,848	31,326,816	0.82	0.823	0.961	1,121.5	134,032,600	280,640
ZUMZ	2012-08-24	-0.01	-0.007	3,122,848	31,326,562	0.821	0.83	0.612	987.099976	134,377,072	496,960
ZUMZ	2012-08-31	0.075	0.085	3,186,711	31,325,796	0.824	0.748	1.279	914.400024	134,721,536	1,593,860
ZUMZ	2012-09-07	-0.013	-0.088	3,186,711	31,355,060	0.824	0.837	0.583	914	135,066,000	938,025
ZUMZ	2012-09-14	-0.034	-0.021	3,186,711	31,353,358	0.825	0.859	0.703	887.299988	138,524,224	895,219.9375
ZUMZ	2012-09-21	0.002	0.037	3,526,287	31,353,220	0.837	0.834	0.738	861.900024	141,982,464	804,300.0625
ZUMZ	2012-09-28	0.001	-0.001	3,526,287	31,355,932	0.837	0.836	0.579	869.5	145,440,688	880,880
ZUMZ	2012-10-05	-0.019	-0.02	3,354,160.25	31,352,986	0.829	0.849	0.705	829.599976	148,898,928	1,046,300.0625
ZUMZ	2012-10-12	0.007	0.027	3,354,160.25	31,356,252	0.829	0.822	0.549	830	152,357,152	483,240
ZUMZ	2012-10-19	0.004	-0.003	3,193,126	31,354,368	0.828	0.824	0.458	814.900024	155,815,392	337,460
ZUMZ	2012-10-26	-0.015	-0.019	3,193,126	31,353,894	0.828	0.843	0.85	833.700012	159,273,616	449,820
ZUMZ	2012-11-02	0.071	0.086	3,516,661	31,356,344	0.838	0.767	0.489	645	162,731,840	1,704,033.375
ZUMZ	2012-11-09	-0.004	-0.074	3,516,661	31,354,270	0.838	0.841	0.434	639	166,190,096	442,160
ZUMZ	2012-11-16	0.023	0.026	3,543,326	31,352,408	0.839	0.816	0.464	610.400024	169,648,304	366,980
ZUMZ	2012-11-23	0.045	0.022	3,543,326	31,355,436	0.839	0.794	0.592	643.099976	173,106,544	306,249.96875
ZUMZ	2012-11-30	0.034	-0.011	2,801,445	31,353,966	0.812	0.779	1.128	648.400024	176,564,768	1,391,840
ZUMZ	2012-12-07	-0.032	-0.065	2,801,445	31,351,610	0.812	0.844	0.678	651.799988	180,023,008	526,680
ZUMZ	2012-12-14	-0.024	0.008	2,801,445	31,355,140	0.812	0.837	0.769	603.900024	182,981,792	391,720
ZUMZ	2012-12-21	-0.044	-0.019	2,956,278	31,353,734	0.813	0.857	0.655	604.5	185,940,608	529,900
ZUMZ	2012-12-28	0.013	0.057	2,956,278	31,350,482	0.813	0.8	0.631	585	188,899,392	265,750
ZUMZ	2013-01-04	0.01	-0.003	3,242,619	31,354,750	0.828	0.818	0.634	673.5	191,858,208	726,600
ZUMZ	2013-01-11	-0.005	-0.015	3,242,619	31,355,092	0.828	0.833	0.574	634	194,816,992	408,600
ZUMZ	2013-01-18	0.03	0.035	3,312,884	31,350,330	0.836	0.806	0.643	664	197,775,808	412,880
ZUMZ	2013-01-25	0.013	-0.017	3,312,884	31,354,360	0.836	0.823	0.947	676	200,734,592	399,525
ZUMZ	2013-02-01	0.036	0.024	3,965,660	31,354,808	0.854	0.818	0.489	661.900024	203,693,408	596,460.0625
ZUMZ	2013-02-08	0.001	-0.036	3,965,660	31,353,092	0.855	0.855	0.502	729.900024	206,652,192	586,280
ZUMZ	2013-02-15	0.014	0.013	4,287,948	31,350,524	0.862	0.848	0.645	717.299988	209,611,008	381,760
ZUMZ	2013-02-22	-0.003	-0.016	4,287,948	31,353,846	0.862	0.864	0.699	713.299988	212,569,792	361,625
ZUMZ	2013-03-01	0.005	0.007	4,287,948	31,350,638	0.862	0.857	0.751	712.599976	215,528,608	269,420
ZUMZ	2013-03-08	-0.004	-0.009	4,533,546	31,352,994	0.865	0.869	0.419	723	218,487,392	532,180
ZUMZ	2013-03-15	0.059	0.064	4,416,454	31,352,410	0.863	0.804	0.627	799.799988	221,446,208	855,820.0625
ZUMZ	2013-03-22	0	-0.059	4,416,454	29,987,814	0.867	0.867	0.415	738.299988	224,404,992	417,960
ZUMZ	2013-03-29	0.022	0.022	4,416,454	29,991,266	0.867	0.845	0.372	686.799988	216,814,096	593,850
ZUMZ	2013-04-05	-0.002	-0.024	4,279,183	29,987,878	0.865	0.866	0.43	742.200012	209,223,200	408,480
ZUMZ	2013-04-12	0.011	0.013	4,315,557	29,989,568	0.864	0.853	0.606	862.5	201,632,304	927,120
ZUMZ	2013-04-19	0.012	0.001	4,315,557	29,988,802	0.864	0.852	0.567	803.400024	194,041,408	536,460
ZUMZ	2013-04-26	0.021	0.009	4,315,557	29,989,510	0.864	0.843	0.43	857.700012	186,450,496	419,280
ZUMZ	2013-05-03	0.01	-0.011	3,779,094	29,989,998	0.848	0.838	0.401	899.400024	178,859,600	350,940
ZUMZ	2013-05-10	0.012	0.002	3,779,094	29,990,714	0.849	0.837	0.423	968.700012	171,268,704	396,200
ZUMZ	2013-05-17	0.035	0.023	3,830,973	29,990,762	0.849	0.814	0.496	974.099976	163,677,792	297,260
ZUMZ	2013-05-24	0.04	0.005	3,830,973	29,990,550	0.849	0.809	0.437	952.200012	156,086,896	393,020
ZUMZ	2013-05-31	0.073	0.033	4,247,006	30,175,992	0.863	0.79	0.57	960.200012	148,496,000	241,950
ZUMZ	2013-06-07	0.027	-0.047	4,247,006	30,175,496	0.863	0.837	0.426	945.700012	149,120,128	281,360
ZUMZ	2013-06-14	0.101	0.074	4,247,006	30,175,084	0.864	0.763	0.375	896.200012	149,744,272	168,860
ZUMZ	2013-06-21	0.033	-0.068	4,358,740	30,174,546	0.866	0.833	0.654	829.799988	150,368,400	343,740
ZUMZ	2013-06-28	0.055	0.022	4,358,740	30,173,914	0.867	0.811	0.519	867.5	150,992,528	408,680
ZUMZ	2013-07-05	0.059	0.004	4,368,816	30,174,004	0.867	0.808	0.229	884.400024	151,616,672	311,625
ZUMZ	2013-07-12	0.042	-0.017	4,368,816	30,175,034	0.867	0.825	0.565	913.700012	152,240,800	288,480
ZUMZ	2013-07-19	0.082	0.04	4,135,882	30,175,984	0.859	0.777	0.336	874.5	152,864,928	188,520
ZUMZ	2013-07-26	0.082	-0	4,135,882	30,175,254	0.859	0.777	0.567	860.900024	153,489,056	152,400
ZUMZ	2013-08-02	0.094	0.012	4,329,123	30,175,808	0.864	0.77	0.386	858.200012	154,113,200	183,660
ZUMZ	2013-08-09	0.104	0.01	4,329,123	30,173,786	0.865	0.762	0.334	833.400024	154,737,328	184,000
ZUMZ	2013-08-16	0.103	-0	4,287,710	30,174,074	0.864	0.76	0.523	814.700012	155,361,472	139,440
ZUMZ	2013-08-23	0.114	0.011	4,287,710	30,175,112	0.864	0.75	0.448	809.900024	155,985,600	152,380
ZUMZ	2013-08-30	0.113	-0.001	4,173,660	30,176,030	0.862	0.75	0.451	805.700012	156,609,728	173,140
ZUMZ	2013-09-06	0.079	-0.034	4,173,660	30,174,252	0.863	0.784	0.573	848.5	157,233,872	601,750
ZUMZ	2013-09-13	0.062	-0.016	4,173,660	30,249,638	0.863	0.801	0.337	836.099976	157,858,000	260,240
ZUMZ	2013-09-20	0.045	-0.017	4,350,155	30,248,992	0.864	0.819	0.306	826.099976	160,418,544	195,140
ZUMZ	2013-09-27	0.008	-0.038	4,350,155	30,248,174	0.865	0.857	0.355	828.799988	162,979,072	217,180
ZUMZ	2013-10-04	0.045	0.037	4,451,622	30,248,114	0.865	0.82	0.509	841.200012	165,539,616	234,700
ZUMZ	2013-10-11	0.04	-0.005	4,451,622	30,250,268	0.864	0.825	0.623	846.099976	168,100,160	306,960
ZUMZ	2013-10-18	0.071	0.032	4,330,729	30,250,752	0.862	0.79	0.323	904.799988	170,660,688	265,200
ZUMZ	2013-10-25	0.042	-0.029	4,330,729	30,247,764	0.861	0.819	0.543	879	173,221,232	140,720
ZUMZ	2013-11-01	0.082	0.039	4,052,941	30,250,762	0.855	0.773	0.412	892.700012	175,781,776	151,780
ZUMZ	2013-11-08	0.061	-0.02	4,052,941	30,250,168	0.856	0.795	0.436	894.799988	178,342,304	162,640
ZUMZ	2013-11-15	0.099	0.037	3,953,506	30,247,494	0.854	0.755	0.467	904.400024	180,902,848	176,520
ZUMZ	2013-11-22	0.043	-0.056	3,953,506	30,247,906	0.854	0.811	0.678	902.900024	183,463,392	214,240
ZUMZ	2013-11-29	0.159	0.116	3,953,506	30,248,468	0.854	0.695	0.406	840	186,023,920	417,950.03125
ZUMZ	2013-12-06	0.009	-0.149	3,860,261	30,250,294	0.85	0.841	0.574	773.5	188,584,464	565,160
ZUMZ	2013-12-13	-0.011	-0.02	3,860,261	30,282,322	0.85	0.861	0.323	740.099976	191,144,992	368,280
ZUMZ	2013-12-20	-0.045	-0.034	3,582,413	30,284,412	0.842	0.886	1.166	798.599976	193,694,496	493,520

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