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	2006-04-28	0.143	0.167	2,044,716	27,258,462	0.801	0.658	0.642	885.900024	63,894,332	180,240
ZUMZ	2006-05-05	0.141	-0.002	2,044,716	27,260,196	0.802	0.661	0.854	949.200012	61,593,000	261,840
ZUMZ	2006-05-12	0.133	-0.008	2,044,716	27,259,102	0.802	0.669	0.95	891.099976	59,291,668	269,740
ZUMZ	2006-05-19	0.157	0.024	2,044,716	27,257,960	0.803	0.646	0.88	839	56,990,332	581,859.9375
ZUMZ	2006-05-26	0.031	-0.127	2,044,716	27,260,600	0.803	0.772	0.815	919.5	54,689,000	448,200
ZUMZ	2006-06-02	0.024	-0.007	2,272,356	27,258,542	0.813	0.789	0.792	925.700012	52,387,668	284,049.96875
ZUMZ	2006-06-09	0.012	-0.011	2,272,356	27,259,236	0.812	0.8	0.723	826.5	50,086,332	356,720
ZUMZ	2006-06-16	0.012	-0	2,272,356	27,538,258	0.811	0.8	0.83	827.799988	47,785,000	499,860
ZUMZ	2006-06-23	0.027	0.015	2,272,356	27,539,266	0.811	0.785	0.932	841.599976	48,398,152	198,260
ZUMZ	2006-06-30	0.026	-0.001	2,131,586	27,537,930	0.786	0.76	0.958	1,034.599976	49,011,308	739,939.9375
ZUMZ	2006-07-07	-0.03	-0.056	2,131,586	27,536,850	0.787	0.817	1.194	971.5	49,624,460	724,000
ZUMZ	2006-07-14	-0.019	0.011	2,131,586	27,537,818	0.787	0.806	1.011	855.599976	50,237,616	630,899.9375
ZUMZ	2006-07-21	-0.022	-0.003	2,131,586	27,537,508	0.788	0.81	1.236	844.299988	50,850,768	394,520
ZUMZ	2006-07-28	-0.018	0.004	2,131,586	27,537,866	0.788	0.806	0.171	854.5	51,463,924	363,700
ZUMZ	2006-08-04	0.034	0.052	2,967,795	27,539,228	0.837	0.802	0.586	772.200012	52,077,076	762,880
ZUMZ	2006-08-11	0.01	-0.025	2,967,795	27,539,460	0.838	0.828	0.599	680.5	52,690,232	464,460
ZUMZ	2006-08-18	0.055	0.045	2,967,795	27,538,586	0.838	0.783	0.74	678	53,303,384	936,040
ZUMZ	2006-08-25	0.012	-0.043	2,967,795	27,538,322	0.838	0.826	0.612	610.799988	53,916,540	545,900.0625
ZUMZ	2006-09-01	0.028	0.016	3,061,271	27,536,496	0.843	0.815	0.706	603.599976	54,529,692	623,040
ZUMZ	2006-09-08	0.016	-0.012	3,061,271	27,539,758	0.843	0.827	0.48	554.099976	55,142,848	584,750
ZUMZ	2006-09-15	0.039	0.023	3,061,271	27,587,654	0.843	0.804	0.653	723.900024	55,756,000	1,091,420
ZUMZ	2006-09-22	0.008	-0.031	3,061,271	27,589,686	0.843	0.834	0.838	738.299988	57,964,500	524,660
ZUMZ	2006-09-29	0.055	0.047	3,061,271	27,588,890	0.842	0.787	0.548	744.900024	60,173,000	477,940
ZUMZ	2006-10-06	0.039	-0.016	2,993,835	27,586,970	0.839	0.8	0.493	872.299988	62,381,500	695,059.9375
ZUMZ	2006-10-13	0.033	-0.006	2,993,835	27,587,154	0.839	0.805	0.527	902.099976	64,590,000	417,080
ZUMZ	2006-10-20	0.061	0.028	2,993,835	27,587,990	0.838	0.777	0.642	854.400024	66,798,500	224,060
ZUMZ	2006-10-27	0.076	0.014	2,993,835	27,588,738	0.838	0.763	0.631	901.599976	69,007,000	210,200
ZUMZ	2006-11-03	0.108	0.033	4,367,556	27,587,596	0.882	0.773	0.435	889.700012	71,215,504	328,220
ZUMZ	2006-11-10	0.117	0.009	4,367,556	27,587,218	0.882	0.765	0.449	846.099976	73,424,000	414,020
ZUMZ	2006-11-17	0.137	0.019	4,367,556	27,587,188	0.883	0.747	0.645	775.200012	75,632,496	1,121,120
ZUMZ	2006-11-24	0.131	-0.006	4,367,556	27,589,158	0.883	0.752	0.569	773.599976	77,841,000	265,325
ZUMZ	2006-12-01	0.108	-0.023	3,812,407	27,589,198	0.871	0.763	0.683	827.400024	80,049,504	696,060.0625
ZUMZ	2006-12-08	0.081	-0.027	3,812,407	27,639,292	0.871	0.79	0.664	858.200012	82,258,000	624,940.0625
ZUMZ	2006-12-15	0.073	-0.008	3,812,407	27,639,456	0.87	0.798	0.423	812.599976	84,140,496	411,900
ZUMZ	2006-12-22	0.082	0.009	3,812,407	27,640,788	0.87	0.788	0.419	829.5	86,022,992	480,480
ZUMZ	2006-12-29	0.131	0.049	3,812,407	27,640,486	0.87	0.739	0.479	816.5	87,905,504	220,624.984375
ZUMZ	2007-01-05	0.12	-0.011	3,766,420	27,642,002	0.867	0.747	0.583	900.299988	89,788,000	804,133.3125
ZUMZ	2007-01-12	0.091	-0.029	3,766,420	27,640,322	0.867	0.777	0.402	989.799988	91,670,496	619,360
ZUMZ	2007-01-19	0.103	0.013	3,766,420	27,640,118	0.867	0.764	0.53	937	93,553,000	290,950.03125
ZUMZ	2007-01-26	0.131	0.028	3,766,420	27,641,908	0.867	0.736	0.422	915.5	95,435,504	261,700
ZUMZ	2007-02-02	0.112	-0.019	3,951,688	27,639,550	0.871	0.759	0.546	930.900024	97,318,000	774,380.0625
ZUMZ	2007-02-09	0.115	0.003	3,951,688	27,639,580	0.871	0.756	0.434	1,000	99,200,496	836,280
ZUMZ	2007-02-16	0.124	0.009	3,951,688	27,640,514	0.871	0.747	0.613	968.799988	101,083,000	229,660
ZUMZ	2007-02-23	0.114	-0.01	3,951,688	27,639,380	0.871	0.757	0.362	1,016.299988	102,965,504	309,525
ZUMZ	2007-03-02	0.116	0.002	3,991,882	27,639,974	0.866	0.75	0.475	918.200012	104,848,000	345,580
ZUMZ	2007-03-09	0.119	0.003	3,991,882	27,640,052	0.867	0.748	0.632	1,021.299988	106,730,496	707,000
ZUMZ	2007-03-16	0.134	0.015	3,991,882	27,640,162	0.867	0.733	0.661	1,084.599976	108,613,000	988,640
ZUMZ	2007-03-23	0.077	-0.056	3,991,882	27,641,534	0.867	0.79	0.41	1,147.400024	110,495,504	555,580.0625
ZUMZ	2007-03-30	0.071	-0.006	4,399,238	27,881,356	0.868	0.797	0.394	1,118.599976	112,378,000	373,500
ZUMZ	2007-04-06	0.099	0.028	4,399,238	27,880,952	0.869	0.77	0.323	1,171	107,535,000	295,175
ZUMZ	2007-04-13	0.072	-0.027	4,399,238	27,881,762	0.868	0.796	0.333	1,108.300049	102,692,000	521,060
ZUMZ	2007-04-20	0.072	-0	4,399,238	27,880,560	0.869	0.797	0.476	1,097.099976	97,849,000	367,800
ZUMZ	2007-04-27	0.151	0.079	4,399,238	27,879,868	0.868	0.718	0.548	1,095.400024	93,006,000	355,240
ZUMZ	2007-05-04	0.042	-0.109	4,071,148	27,880,844	0.859	0.817	0.486	1,109.099976	88,163,000	315,380
ZUMZ	2007-05-11	0.097	0.056	4,071,148	27,880,090	0.86	0.763	0.546	1,102.099976	83,320,000	847,320
ZUMZ	2007-05-18	0.051	-0.046	4,071,148	27,881,462	0.861	0.81	0.397	1,105.5	78,477,000	317,340
ZUMZ	2007-05-25	0.039	-0.012	4,071,148	27,879,640	0.861	0.821	0.363	1,088.699951	73,634,000	902,899.9375
ZUMZ	2007-06-01	0.034	-0.005	4,276,468	28,382,968	0.858	0.824	0.471	1,086.5	68,791,000	895,400
ZUMZ	2007-06-08	-0.008	-0.043	4,276,468	28,380,408	0.858	0.867	0.467	1,095.199951	69,669,864	542,240
ZUMZ	2007-06-15	0.045	0.053	4,276,468	28,381,904	0.858	0.814	0.337	1,110.300049	70,548,736	424,360
ZUMZ	2007-06-22	-0.006	-0.051	4,276,468	28,381,816	0.858	0.864	0.388	1,092.699951	71,427,600	350,360
ZUMZ	2007-06-29	0.008	0.014	4,276,468	28,382,744	0.859	0.851	0.444	1,072.300049	72,306,464	351,920
ZUMZ	2007-07-06	0.011	0.003	4,855,467	28,380,496	0.863	0.852	0.349	1,123.300049	73,185,336	323,075
ZUMZ	2007-07-13	0.024	0.013	4,855,467	28,382,602	0.863	0.84	0.527	1,161.699951	74,064,200	806,720
ZUMZ	2007-07-20	-0.028	-0.052	4,855,467	28,381,148	0.863	0.892	0.455	1,108	74,943,064	396,580
ZUMZ	2007-07-27	-0.05	-0.022	4,855,467	28,381,324	0.863	0.913	0.435	1,015.200012	75,821,936	510,740
ZUMZ	2007-08-03	0.062	0.112	5,028,321	28,382,676	0.863	0.801	0.49	1,035.400024	76,700,800	487,780
ZUMZ	2007-08-10	0.016	-0.046	5,028,321	28,382,776	0.864	0.849	0.4	1,186.400024	77,579,664	1,709,500
ZUMZ	2007-08-17	-0.061	-0.077	5,028,321	28,381,530	0.865	0.926	0.35	1,167.900024	78,458,536	873,320
ZUMZ	2007-08-24	-0.08	-0.019	5,028,321	28,382,164	0.865	0.945	0.512	1,317.5	79,337,400	1,206,140
ZUMZ	2007-08-31	-0.056	0.025	5,043,213	28,382,444	0.872	0.927	0.426	1,377.400024	80,216,264	878,700.0625
ZUMZ	2007-09-07	-0.041	0.014	5,043,213	28,381,834	0.872	0.913	0.192	1,287.400024	81,095,136	966,899.9375
ZUMZ	2007-09-14	-0.067	-0.025	5,043,213	28,688,558	0.87	0.937	0.329	1,354.099976	81,974,000	521,860
ZUMZ	2007-09-21	-0.094	-0.027	5,043,213	28,689,918	0.87	0.964	0.301	1,349	83,671,768	542,640
ZUMZ	2007-09-28	-0.095	-0.001	5,043,213	28,688,304	0.87	0.965	0.479	1,272.900024	85,369,536	644,380.0625
ZUMZ	2007-10-05	-0.033	0.062	6,051,536	28,689,484	0.891	0.924	0.294	1,374.800049	87,067,304	581,420.0625
ZUMZ	2007-10-12	-0.058	-0.025	6,051,536	28,688,782	0.891	0.949	0.375	1,470.300049	88,765,080	910,440
ZUMZ	2007-10-19	-0.068	-0.01	5,995,466	28,688,560	0.892	0.96	0.437	1,249.099976	90,462,848	1,005,260.0625
ZUMZ	2007-10-26	-0.074	-0.006	5,995,466	28,687,832	0.892	0.966	0.364	1,292.099976	92,160,616	735,200
ZUMZ	2007-11-02	0.038	0.113	5,651,388	28,688,094	0.885	0.846	0.469	1,089	93,858,384	1,163,780
ZUMZ	2007-11-09	-0.049	-0.087	5,651,388	28,687,332	0.884	0.933	0.738	749.599976	95,556,152	2,332,860
ZUMZ	2007-11-16	-0.05	-0.001	5,530,215	28,689,604	0.884	0.933	0.401	783.799988	97,253,920	1,038,520
ZUMZ	2007-11-23	-0.06	-0.01	5,530,215	28,690,046	0.884	0.944	0.39	801.599976	98,951,696	685,500.0625
ZUMZ	2007-11-30	-0.067	-0.007	4,758,212	28,690,648	0.866	0.933	0.422	797.599976	100,649,464	1,078,880
ZUMZ	2007-12-07	-0.055	0.011	4,758,212	28,689,992	0.866	0.922	0.432	705.200012	102,347,232	1,358,300
ZUMZ	2007-12-14	-0.093	-0.037	4,758,212	29,004,800	0.865	0.957	0.507	664.5	104,045,000	896,360
ZUMZ	2007-12-21	-0.076	0.017	5,629,227	29,001,198	0.879	0.955	0.31	725.900024	105,549,064	774,019.9375
ZUMZ	2007-12-28	-0.072	0.003	5,629,227	29,004,312	0.879	0.952	0.307	739.900024	107,053,136	622,950
ZUMZ	2008-01-04	-0.027	0.046	5,606,644	29,000,428	0.882	0.908	0.434	540.799988	108,557,200	1,506,400
ZUMZ	2008-01-11	-0.055	-0.029	5,606,644	29,005,330	0.882	0.937	0.529	489.899994	110,061,264	1,614,000
ZUMZ	2008-01-18	-0.065	-0.009	5,651,667	29,005,774	0.882	0.947	0.505	452.200012	111,565,336	946,339.9375
ZUMZ	2008-01-25	-0.047	0.017	5,651,667	29,002,292	0.882	0.929	0.4	505.799988	113,069,400	1,195,150
ZUMZ	2008-02-01	-0.033	0.015	6,172,792	29,001,996	0.882	0.914	0.321	581.200012	114,573,464	889,520
ZUMZ	2008-02-08	-0.063	-0.031	6,172,792	29,000,500	0.881	0.945	0.46	580.299988	116,077,536	1,502,180
ZUMZ	2008-02-15	-0.06	0.004	6,943,168	29,003,254	0.892	0.952	0.45	535.400024	117,581,600	704,200
ZUMZ	2008-02-22	-0.055	0.005	6,943,168	29,005,348	0.893	0.948	0.252	542.400024	119,085,664	551,025
ZUMZ	2008-02-29	-0.023	0.032	6,943,168	29,004,550	0.893	0.916	0.313	509.899994	120,589,736	654,640
ZUMZ	2008-03-07	-0.008	0.015	7,967,981	29,000,710	0.901	0.908	0.317	409.200012	122,093,800	1,303,820
ZUMZ	2008-03-14	0.013	0.021	7,967,981	29,002,626	0.901	0.888	0.339	442	123,597,864	1,098,660
ZUMZ	2008-03-21	-0.006	-0.019	7,454,387	29,005,146	0.895	0.901	0.265	507.299988	125,101,936	820,850

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