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	2013-12-27	-0.073	-0.028	3,582,413	30,282,658	0.842	0.915	0.741	792.799988	196,244,000	231,000
ZUMZ	2014-01-03	-0.048	0.026	2,439,175	30,282,984	0.795	0.843	0.491	791.900024	198,793,504	315,875
ZUMZ	2014-01-10	-0.053	-0.006	2,439,175	30,282,978	0.795	0.848	1.179	695.599976	201,343,008	592,080
ZUMZ	2014-01-17	-0.021	0.032	2,408,237	30,284,064	0.794	0.815	0.813	682.299988	203,892,496	419,740
ZUMZ	2014-01-24	0.004	0.025	2,408,237	30,283,910	0.794	0.79	0.626	672	206,442,000	255,900
ZUMZ	2014-01-31	-0.012	-0.016	2,210,044	30,283,456	0.783	0.795	1.879	651.700012	208,991,504	325,440
ZUMZ	2014-02-07	0.014	0.026	2,210,044	30,283,884	0.783	0.769	0.909	661.400024	211,541,008	318,520
ZUMZ	2014-02-14	0.018	0.004	2,210,044	30,285,058	0.783	0.765	0.945	658.700012	214,090,496	324,180
ZUMZ	2014-02-21	0.026	0.008	2,244,473	30,281,124	0.778	0.752	0.812	678.599976	216,640,000	297,675
ZUMZ	2014-02-28	0.065	0.039	2,244,473	30,281,986	0.779	0.714	1.123	719.5	219,189,504	268,700
ZUMZ	2014-03-07	0.043	-0.022	2,040,570	30,281,286	0.755	0.712	0.801	742.799988	221,739,008	223,420
ZUMZ	2014-03-14	0.078	0.035	2,040,570	30,283,322	0.756	0.678	1.215	758.900024	224,288,496	514,480
ZUMZ	2014-03-21	0.059	-0.019	1,962,262	29,133,830	0.76	0.701	1.227	746.700012	226,838,000	288,500
ZUMZ	2014-03-28	0.039	-0.02	1,962,262	29,136,006	0.76	0.722	1.358	704.799988	220,447,392	285,120
ZUMZ	2014-04-04	0.059	0.02	1,763,991	29,135,948	0.74	0.681	0.924	735.099976	214,056,800	367,740
ZUMZ	2014-04-11	0.041	-0.018	1,763,991	29,134,654	0.74	0.699	1.301	720.5	207,666,208	345,920
ZUMZ	2014-04-18	0.075	0.034	2,236,790	29,132,778	0.773	0.698	1.091	702.099976	201,275,600	254,675.015625
ZUMZ	2014-04-25	0.093	0.018	2,236,790	29,134,126	0.773	0.68	0.704	686.400024	194,884,992	171,460
ZUMZ	2014-05-02	0.102	0.009	2,398,528	29,135,904	0.779	0.677	0.951	718.200012	188,494,400	337,100
ZUMZ	2014-05-09	0.095	-0.006	2,398,528	29,133,664	0.779	0.684	0.869	823.900024	182,103,808	481,080
ZUMZ	2014-05-16	0.064	-0.032	2,273,661	29,135,714	0.771	0.708	0.845	815.799988	175,713,200	286,840
ZUMZ	2014-05-23	0.049	-0.015	2,273,661	29,135,114	0.771	0.723	1.157	838.799988	169,322,592	422,020
ZUMZ	2014-05-30	0.048	-0.001	2,094,924	29,042,594	0.758	0.71	0.754	797.799988	162,932,000	277,425
ZUMZ	2014-06-06	0.052	0.004	2,094,924	29,043,744	0.758	0.706	0.705	856.5	163,850,464	393,420
ZUMZ	2014-06-13	0.067	0.015	2,094,924	29,044,404	0.758	0.691	0.633	817.599976	164,768,928	249,760
ZUMZ	2014-06-20	0.047	-0.02	1,988,728.125	29,041,960	0.747	0.7	1.2	782.099976	165,687,392	417,440
ZUMZ	2014-06-27	0.07	0.023	1,988,728.125	29,041,046	0.747	0.677	1.018	799.5	166,605,872	260,000
ZUMZ	2014-07-04	0.059	-0.011	2,082,125	29,042,964	0.749	0.69	1.375	831.5	167,524,336	175,224.984375
ZUMZ	2014-07-11	0.039	-0.02	2,082,125	29,041,852	0.749	0.709	0.763	839.599976	168,442,800	353,120
ZUMZ	2014-07-18	0.053	0.014	1,970,233	29,043,698	0.735	0.681	1.131	810.900024	169,361,264	178,980
ZUMZ	2014-07-25	0.041	-0.012	1,970,233	29,043,222	0.735	0.693	0.885	786.200012	170,279,728	194,320
ZUMZ	2014-08-01	0.065	0.024	1,894,798	29,044,248	0.734	0.669	1.005	820.5	171,198,208	221,820
ZUMZ	2014-08-08	0.061	-0.004	1,894,798	29,042,872	0.735	0.674	0.893	873.900024	172,116,672	322,900
ZUMZ	2014-08-15	0.078	0.017	1,922,943	29,041,894	0.741	0.663	0.684	845.700012	173,035,136	243,160
ZUMZ	2014-08-22	0.076	-0.003	1,922,943	29,041,604	0.741	0.665	0.589	942.400024	173,953,600	279,200
ZUMZ	2014-08-29	0.063	-0.012	1,922,943	29,041,732	0.741	0.678	0.776	939.5	174,872,064	242,820
ZUMZ	2014-09-05	0.053	-0.011	1,991,375	29,041,374	0.751	0.698	1.058	863.400024	175,790,528	729,175
ZUMZ	2014-09-12	0.06	0.007	1,991,375	29,204,738	0.749	0.689	1.007	863	176,708,992	314,980
ZUMZ	2014-09-19	0.051	-0.009	2,041,989	29,203,296	0.751	0.7	0.78	850.400024	179,526,848	226,680
ZUMZ	2014-09-26	0.049	-0.002	2,041,989	29,203,478	0.749	0.7	0.92	839.599976	182,344,688	218,996.984375
ZUMZ	2014-10-03	0.037	-0.012	1,899,539	29,205,298	0.733	0.696	0.712	837.900024	185,162,544	202,503.40625
ZUMZ	2014-10-10	0.071	0.034	1,899,539	29,205,152	0.733	0.662	0.894	929.599976	187,980,384	393,083.8125
ZUMZ	2014-10-17	0.017	-0.053	1,616,862	29,204,022	0.696	0.679	1.293	915.400024	190,798,224	359,216.8125
ZUMZ	2014-10-24	0.005	-0.012	1,616,862	29,205,338	0.696	0.691	1.943	962.900024	193,616,080	329,012
ZUMZ	2014-10-31	0.013	0.008	1,726,827	29,203,114	0.708	0.695	1.013	974.799988	196,433,920	351,951
ZUMZ	2014-11-07	0.003	-0.01	1,726,827	29,205,130	0.708	0.705	1.133	1,025.099976	199,251,776	274,114.40625
ZUMZ	2014-11-14	0.02	0.017	1,726,827	29,205,408	0.71	0.69	0.843	1,036.5	202,069,616	243,679.796875
ZUMZ	2014-11-21	-0.026	-0.046	1,684,833	29,204,262	0.706	0.732	1.645	1,042.300049	204,887,456	221,038.796875
ZUMZ	2014-11-28	0.013	0.039	1,684,833	29,203,244	0.706	0.693	1.565	1,044.599976	207,705,312	152,326.5
ZUMZ	2014-12-05	0.023	0.009	1,553,126	29,205,104	0.696	0.674	0.712	1,006.700012	210,523,152	273,112.1875
ZUMZ	2014-12-12	-0.001	-0.023	1,553,126	29,223,646	0.696	0.697	1.105	1,072.800049	213,340,992	345,993.96875
ZUMZ	2014-12-19	-0.019	-0.018	1,417,741	29,222,728	0.682	0.701	1.392	1,090.300049	216,571,552	420,344.40625
ZUMZ	2014-12-26	-0.008	0.011	1,417,741	29,222,786	0.682	0.69	1.113	1,097.900024	219,802,144	145,166.75
ZUMZ	2015-01-02	0.021	0.029	1,377,221	29,222,718	0.676	0.655	1.346	1,116.599976	223,032,720	179,707.5
ZUMZ	2015-01-09	-0.06	-0.081	1,377,221	29,223,008	0.676	0.736	1.345	1,158.400024	226,263,280	345,787.59375
ZUMZ	2015-01-16	-0.037	0.023	1,160,935	29,224,492	0.649	0.686	1.483	1,145.599976	229,493,856	296,101.1875
ZUMZ	2015-01-23	-0.066	-0.029	1,160,935	29,223,132	0.648	0.714	1.603	1,147.300049	232,724,432	344,115.25
ZUMZ	2015-01-30	-0.033	0.033	1,202,666	29,224,994	0.649	0.682	1.236	1,089.800049	235,955,008	192,909.203125
ZUMZ	2015-02-06	-0.061	-0.028	1,202,666	29,223,098	0.651	0.712	1.536	1,113.400024	239,185,568	266,517.8125
ZUMZ	2015-02-13	-0.032	0.029	1,202,666	29,225,026	0.651	0.683	1.746	1,135.099976	242,416,144	160,007.015625
ZUMZ	2015-02-20	0.001	0.033	1,125,840	29,223,628	0.635	0.634	1.549	1,133	245,646,720	158,254.25
ZUMZ	2015-02-27	-0.014	-0.015	1,125,840	29,224,626	0.636	0.65	1.586	1,134.5	248,877,280	156,794.40625
ZUMZ	2015-03-06	0.006	0.02	1,224,844	29,224,574	0.652	0.645	1.96	1,089.199951	252,107,856	220,211.015625
ZUMZ	2015-03-13	0.049	0.042	1,224,844	29,223,954	0.652	0.603	1.753	1,088.300049	255,338,432	490,475.59375
ZUMZ	2015-03-20	-0.019	-0.067	1,236,095	29,415,896	0.657	0.675	1.424	1,173.400024	258,568,992	328,745.40625
ZUMZ	2015-03-27	-0.03	-0.012	1,236,095	29,416,280	0.657	0.687	1.666	1,149	251,822,432	233,295.203125
ZUMZ	2015-04-03	-0.002	0.029	1,264,958	29,417,924	0.659	0.661	1.422	1,152.300049	245,075,840	188,615.75
ZUMZ	2015-04-10	-0.041	-0.039	1,264,958	29,416,222	0.659	0.7	1.469	1,048.099976	238,329,248	416,948
ZUMZ	2015-04-17	0.014	0.055	1,374,187	29,417,148	0.674	0.66	1.496	964	231,582,672	319,271.59375
ZUMZ	2015-04-24	0.002	-0.012	1,374,187	29,417,250	0.674	0.672	1.386	1,009.599976	224,836,080	291,766.03125
ZUMZ	2015-05-01	0.03	0.028	1,691,733	29,416,744	0.715	0.685	1.084	938.099976	218,089,504	342,453
ZUMZ	2015-05-08	0.033	0.003	1,691,733	29,417,170	0.717	0.683	0.805	928.700012	211,342,912	336,878.59375
ZUMZ	2015-05-15	0.037	0.003	1,603,127	29,418,228	0.706	0.67	1.449	910.200012	204,596,336	212,656
ZUMZ	2015-05-22	0.049	0.012	1,603,127	29,417,540	0.707	0.658	1.268	899	197,849,744	225,098.796875
ZUMZ	2015-05-29	0.047	-0.002	1,603,127	29,417,280	0.707	0.659	0.969	878.400024	191,103,168	199,992.25
ZUMZ	2015-06-05	0.054	0.007	1,814,683	29,416,666	0.722	0.668	1.758	706	184,356,576	1,269,012.375
ZUMZ	2015-06-12	0.025	-0.029	1,814,683	29,206,672	0.724	0.7	0.37	717.900024	177,610,000	671,105.1875
ZUMZ	2015-06-19	-0.006	-0.031	1,850,194	29,205,628	0.726	0.732	1.083	768.400024	177,779,920	621,249.375
ZUMZ	2015-06-26	-0.015	-0.009	1,850,194	29,204,340	0.726	0.741	1.209	807.5	177,949,840	692,536.625
ZUMZ	2015-07-03	0.011	0.026	2,186,711	29,204,800	0.751	0.74	0.853	778.599976	178,119,776	377,263.5
ZUMZ	2015-07-10	-0.018	-0.029	2,186,711	29,207,406	0.751	0.769	1.365	788.599976	178,289,696	417,738.8125
ZUMZ	2015-07-17	0.042	0.06	2,739,341	29,206,228	0.786	0.744	0.874	769	178,459,616	311,831.8125
ZUMZ	2015-07-24	0.081	0.039	2,739,341	29,205,348	0.785	0.705	0.443	786.5	178,629,536	249,782.59375
ZUMZ	2015-07-31	0.084	0.004	3,047,698	29,206,896	0.799	0.715	0.737	762.299988	178,799,456	220,212.40625
ZUMZ	2015-08-07	0.102	0.017	3,047,698	29,204,152	0.8	0.698	0.606	675.200012	178,969,392	427,531.8125
ZUMZ	2015-08-14	0.089	-0.013	3,047,698	29,204,108	0.801	0.712	0.883	682.5	179,139,312	363,340.1875
ZUMZ	2015-08-21	0.076	-0.013	3,068,094	29,206,418	0.803	0.727	0.582	673.5	179,309,232	353,004.40625
ZUMZ	2015-08-28	0.061	-0.014	3,068,094	29,204,690	0.803	0.742	0.517	697.700012	179,479,152	330,705.1875
ZUMZ	2015-09-04	0.069	0.008	3,047,575	29,204,196	0.8	0.731	0.715	667.900024	179,649,072	308,221.40625
ZUMZ	2015-09-11	0.187	0.118	3,047,575	26,664,388	0.811	0.624	1.051	390.100006	179,819,008	2,137,807.75
ZUMZ	2015-09-18	0.112	-0.075	3,484,779	26,664,510	0.825	0.713	0.675	412.5	181,703,696	1,393,630.375
ZUMZ	2015-09-25	0.089	-0.023	3,484,779	26,662,410	0.825	0.736	0.558	417.799988	183,588,384	526,737.625
ZUMZ	2015-10-02	0.074	-0.016	3,632,416	26,664,508	0.826	0.752	0.85	411.700012	185,473,072	683,083.625
ZUMZ	2015-10-09	0.073	-0	3,632,416	26,662,990	0.826	0.752	0.505	483.399994	187,357,776	742,652.1875
ZUMZ	2015-10-16	0.129	0.056	4,029,494	26,666,666	0.835	0.706	0.549	482.399994	189,242,464	414,166.8125
ZUMZ	2015-10-23	0.111	-0.018	4,029,494	26,664,658	0.835	0.724	0.298	442.100006	191,127,152	361,935
ZUMZ	2015-10-30	0.1	-0.011	4,040,907	26,664,760	0.838	0.738	0.422	466.100006	193,011,840	355,743.8125
ZUMZ	2015-11-06	0.116	0.016	4,040,907	26,666,666	0.838	0.722	0.56	444.799988	194,896,544	359,629.40625
ZUMZ	2015-11-13	0.133	0.016	4,040,907	26,664,392	0.839	0.706	0.678	390.899994	196,781,232	347,654.40625
ZUMZ	2015-11-20	0.128	-0.005	3,858,463	26,664,584	0.837	0.709	0.535	426.899994	198,665,920	456,316

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