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	2007-09-14	-0.067	0.004	5,043,213	28,688,558	0.87	0.937	0.518	1,354.099976	81,974,000	521,860
ZUMZ	2007-09-21	-0.079	-0.012	5,043,213	28,689,918	0.87	0.95	0.479	1,349	83,671,768	542,640
ZUMZ	2007-09-28	-0.09	-0.011	5,043,213	28,688,304	0.87	0.96	0.496	1,272.900024	85,369,536	644,380.0625
ZUMZ	2007-10-05	-0.025	0.065	6,051,536	28,689,484	0.891	0.916	0.356	1,374.800049	87,067,304	581,420.0625
ZUMZ	2007-10-12	-0.041	-0.017	6,051,536	28,688,782	0.891	0.932	0.364	1,470.300049	88,765,080	910,440
ZUMZ	2007-10-19	-0.048	-0.006	5,995,466	28,688,560	0.892	0.939	0.421	1,249.099976	90,462,848	1,005,260.0625
ZUMZ	2007-10-26	-0.059	-0.012	5,995,466	28,687,832	0.891	0.951	0.425	1,292.099976	92,160,616	735,200
ZUMZ	2007-11-02	0.055	0.115	5,651,388	28,688,094	0.884	0.829	0.37	1,089	93,858,384	1,163,780
ZUMZ	2007-11-09	-0.039	-0.094	5,651,388	28,687,332	0.884	0.923	0.422	749.599976	95,556,152	2,332,860
ZUMZ	2007-11-16	-0.062	-0.022	5,530,215	28,689,604	0.884	0.945	0.544	783.799988	97,253,920	1,038,520
ZUMZ	2007-11-23	-0.08	-0.018	5,530,215	28,690,046	0.884	0.963	0.375	801.599976	98,951,696	685,500.0625
ZUMZ	2007-11-30	-0.073	0.007	4,758,212	28,690,648	0.866	0.939	0.695	797.599976	100,649,464	1,078,880
ZUMZ	2007-12-07	-0.052	0.021	4,758,212	28,689,992	0.866	0.918	0.71	705.200012	102,347,232	1,358,300
ZUMZ	2007-12-14	-0.094	-0.043	4,758,212	29,004,800	0.865	0.959	0.507	664.5	104,045,000	896,360
ZUMZ	2007-12-21	-0.079	0.015	5,629,227	29,001,198	0.879	0.959	0.406	725.900024	105,549,064	774,019.9375
ZUMZ	2007-12-28	-0.084	-0.005	5,629,227	29,004,312	0.879	0.963	0.41	739.900024	107,053,136	622,950
ZUMZ	2008-01-04	-0.011	0.073	5,606,644	29,000,428	0.882	0.893	0.586	540.799988	108,557,200	1,506,400
ZUMZ	2008-01-11	-0.039	-0.028	5,606,644	29,005,330	0.882	0.921	0.431	489.899994	110,061,264	1,614,000
ZUMZ	2008-01-18	-0.069	-0.03	5,651,667	29,005,774	0.882	0.951	0.351	452.200012	111,565,336	946,339.9375
ZUMZ	2008-01-25	-0.064	0.005	5,651,667	29,002,292	0.882	0.947	0.404	505.799988	113,069,400	1,195,150
ZUMZ	2008-02-01	-0.032	0.033	6,172,792	29,001,996	0.882	0.914	0.36	581.200012	114,573,464	889,520
ZUMZ	2008-02-08	-0.048	-0.016	6,172,792	29,000,500	0.882	0.93	0.487	580.299988	116,077,536	1,502,180
ZUMZ	2008-02-15	-0.06	-0.012	6,943,168	29,003,254	0.893	0.953	0.249	535.400024	117,581,600	704,200
ZUMZ	2008-02-22	-0.055	0.006	6,943,168	29,005,348	0.893	0.947	0.275	542.400024	119,085,664	551,025
ZUMZ	2008-02-29	-0.007	0.047	6,943,168	29,004,550	0.894	0.901	0.366	509.899994	120,589,736	654,640
ZUMZ	2008-03-07	0.006	0.013	7,967,981	29,000,710	0.901	0.895	0.379	409.200012	122,093,800	1,303,820
ZUMZ	2008-03-14	-0.002	-0.007	7,967,981	29,002,626	0.901	0.903	0.305	442	123,597,864	1,098,660
ZUMZ	2008-03-21	-0.014	-0.013	7,454,387	29,005,146	0.895	0.909	0.29	507.299988	125,101,936	820,850
ZUMZ	2008-03-28	-0.002	0.013	7,454,387	29,003,960	0.896	0.897	0.293	439.700012	126,606,000	890,380.0625
ZUMZ	2008-04-04	0.002	0.003	6,860,452	29,001,202	0.887	0.885	0.353	482	121,283,336	498,420
ZUMZ	2008-04-11	0.016	0.014	6,860,452	29,004,052	0.887	0.871	0.328	500.899994	115,960,656	650,739.9375
ZUMZ	2008-04-18	-0.031	-0.047	6,491,809	29,000,562	0.886	0.917	0.334	516.5	110,638,000	468,340
ZUMZ	2008-04-25	-0.022	0.009	6,491,809	29,002,960	0.886	0.908	0.288	587.599976	105,315,336	510,820
ZUMZ	2008-05-02	0.003	0.025	5,645,693	29,002,634	0.873	0.87	0.279	660.099976	99,992,664	507,620
ZUMZ	2008-05-09	-0.001	-0.004	5,645,693	29,001,008	0.872	0.873	0.563	574.799988	94,670,000	775,619.9375
ZUMZ	2008-05-16	-0.009	-0.007	6,053,656	29,004,878	0.881	0.889	0.358	594.599976	89,347,336	308,720
ZUMZ	2008-05-23	-0.045	-0.036	6,053,656	29,003,098	0.881	0.926	0.358	561.5	84,024,664	547,699.9375
ZUMZ	2008-05-30	-0.017	0.028	5,825,754	29,308,206	0.874	0.891	0.258	614.299988	78,702,000	353,900
ZUMZ	2008-06-06	-0.083	-0.066	5,825,754	29,309,128	0.874	0.957	0.307	581.200012	79,744,768	379,780
ZUMZ	2008-06-13	-0.062	0.021	5,825,754	29,305,936	0.874	0.936	0.298	641.799988	80,787,536	424,320
ZUMZ	2008-06-20	-0.087	-0.025	5,778,646	29,304,482	0.869	0.956	0.436	568.799988	81,830,304	383,580
ZUMZ	2008-06-27	-0.066	0.021	5,778,646	29,306,930	0.868	0.934	0.417	503.200012	82,873,080	383,780
ZUMZ	2008-07-04	-0.048	0.018	6,249,256	29,304,878	0.873	0.921	0.314	480.600006	83,915,848	417,775
ZUMZ	2008-07-11	-0.027	0.021	6,249,256	29,308,382	0.874	0.9	0.383	360.200012	84,958,616	1,459,140
ZUMZ	2008-07-18	-0.043	-0.017	7,192,078	29,308,660	0.886	0.929	0.267	419.700012	86,001,384	705,459.9375
ZUMZ	2008-07-25	-0.054	-0.011	7,192,078	29,306,858	0.886	0.94	0.299	405.899994	87,044,152	822,400
ZUMZ	2008-08-01	-0.09	-0.036	5,248,734	29,308,728	0.839	0.929	0.303	436.700012	88,086,920	450,980
ZUMZ	2008-08-08	-0.047	0.042	5,248,734	29,309,558	0.84	0.887	0.405	386.299988	89,129,696	729,560
ZUMZ	2008-08-15	-0.09	-0.043	4,338,808	29,303,448	0.815	0.905	0.546	424.899994	90,172,464	426,640
ZUMZ	2008-08-22	-0.079	0.011	4,338,808	29,309,092	0.814	0.893	0.679	403	91,215,232	399,640
ZUMZ	2008-08-29	-0.001	0.078	4,338,808	29,396,254	0.814	0.815	0.547	423.600006	92,258,000	572,419.9375
ZUMZ	2008-09-05	-0.031	-0.031	3,912,880.25	29,396,766	0.805	0.836	0.53	472.700012	93,685,640	983,450
ZUMZ	2008-09-12	0.004	0.035	3,912,880.25	29,398,408	0.805	0.801	0.607	518	95,113,288	698,240
ZUMZ	2008-09-19	-0.028	-0.032	4,106,330	29,397,260	0.816	0.845	0.57	536.5	96,540,928	944,240
ZUMZ	2008-09-26	-0.021	0.007	4,106,330	29,402,014	0.816	0.838	0.371	496.600006	97,968,568	309,940
ZUMZ	2008-10-03	0.016	0.037	3,959,598	29,402,018	0.81	0.794	0.577	408.100006	99,396,216	294,200
ZUMZ	2008-10-10	0.003	-0.013	3,959,598	29,400,886	0.81	0.807	0.392	397.5	100,823,856	519,520
ZUMZ	2008-10-17	0.058	0.056	4,277,273	29,401,310	0.834	0.775	0.472	314.299988	102,251,504	359,940
ZUMZ	2008-10-24	0.093	0.035	4,277,273	29,403,154	0.834	0.74	0.563	261.100006	103,679,152	533,420
ZUMZ	2008-10-31	0.113	0.02	3,626,169	29,395,490	0.83	0.717	0.728	286.899994	105,106,784	303,720
ZUMZ	2008-11-07	0.062	-0.051	3,626,169	29,396,752	0.831	0.768	0.492	253.399994	106,534,432	413,640
ZUMZ	2008-11-14	0.064	0.001	3,626,169	29,393,510	0.831	0.768	0.427	208.399994	107,962,072	394,660
ZUMZ	2008-11-21	0.069	0.005	3,096,234	29,404,434	0.811	0.742	0.622	212.300003	109,389,712	549,539.9375
ZUMZ	2008-11-28	0.096	0.027	3,096,234	29,398,148	0.81	0.714	1.034	254	110,817,360	295,425
ZUMZ	2008-12-05	0.083	-0.013	3,233,981	29,581,036	0.826	0.743	0.68	268.299988	112,245,000	378,540
ZUMZ	2008-12-12	0.127	0.044	3,233,981	29,582,338	0.826	0.699	0.639	247.899994	113,071,184	303,200
ZUMZ	2008-12-19	0.099	-0.028	2,962,076	29,578,312	0.814	0.714	0.657	245.5	113,897,376	423,340
ZUMZ	2008-12-26	0.13	0.03	2,962,076	29,572,540	0.813	0.684	0.711	228.300003	114,723,560	162,724.984375
ZUMZ	2009-01-02	0.121	-0.009	2,783,839	29,584,418	0.809	0.688	0.531	227.800003	115,549,752	266,500
ZUMZ	2009-01-09	0.108	-0.012	2,783,839	29,577,780	0.809	0.7	0.713	266.200012	116,375,936	349,220
ZUMZ	2009-01-16	0.088	-0.02	2,388,800	29,582,338	0.792	0.704	0.804	247.899994	117,202,128	292,120
ZUMZ	2009-01-23	0.102	0.013	2,388,800	29,578,392	0.792	0.691	1.019	224.5	118,028,312	267,575
ZUMZ	2009-01-30	0.142	0.04	2,895,264	29,580,420	0.825	0.683	1.099	211.5	118,854,496	203,380
ZUMZ	2009-02-06	0.137	-0.004	2,895,264	29,580,022	0.825	0.687	0.496	260.600006	119,680,688	359,520
ZUMZ	2009-02-13	0.142	0.005	2,895,264	29,578,246	0.825	0.682	0.489	266.5	120,506,872	254,060
ZUMZ	2009-02-20	0.143	0	2,835,470	29,581,340	0.818	0.675	0.476	247.300003	121,333,064	160,375.015625
ZUMZ	2009-02-27	0.149	0.006	2,835,470	29,581,748	0.818	0.668	0.438	233.399994	122,159,248	167,520
ZUMZ	2009-03-06	0.117	-0.032	2,897,382	29,580,094	0.824	0.707	0.82	190.199997	122,985,440	334,940
ZUMZ	2009-03-13	0.171	0.054	2,897,382	29,579,710	0.825	0.653	0.934	204.100006	123,811,624	521,280
ZUMZ	2009-03-20	0.108	-0.063	2,817,427	29,582,788	0.814	0.706	0.463	226.899994	124,637,816	324,640
ZUMZ	2009-03-27	0.127	0.019	2,817,427	29,934,924	0.814	0.687	0.95	276	125,464,000	203,960
ZUMZ	2009-04-03	0.129	0.002	2,862,944	29,933,586	0.814	0.685	0.606	315.5	120,057,776	303,220
ZUMZ	2009-04-10	0.073	-0.056	2,862,944	29,938,082	0.814	0.741	0.715	290.100006	114,651,552	324,649.96875
ZUMZ	2009-04-17	0.146	0.073	3,045,125	29,937,220	0.827	0.682	0.568	333.799988	109,245,336	656,160
ZUMZ	2009-04-24	0.031	-0.114	3,045,125	29,935,692	0.827	0.795	0.534	372.399994	103,839,112	429,720
ZUMZ	2009-05-01	0.052	0.021	3,257,275	29,931,152	0.844	0.792	0.622	347.799988	98,432,888	375,260
ZUMZ	2009-05-08	0.033	-0.019	3,257,275	29,932,318	0.845	0.812	0.676	353.799988	93,026,664	269,320
ZUMZ	2009-05-15	0.099	0.066	3,475,423	29,931,706	0.859	0.76	0.531	306.799988	87,620,448	249,240
ZUMZ	2009-05-22	0.079	-0.02	3,475,423	29,935,690	0.859	0.78	0.658	279.299988	82,214,224	496,220
ZUMZ	2009-05-29	0.105	0.025	3,475,423	30,145,738	0.859	0.754	0.635	268.899994	76,808,000	395,550.03125
ZUMZ	2009-06-05	0.075	-0.029	3,637,162	30,148,938	0.867	0.792	0.604	283.399994	77,451,232	439,540
ZUMZ	2009-06-12	0.093	0.018	3,637,162	30,149,080	0.867	0.774	0.504	262.899994	78,094,464	224,940
ZUMZ	2009-06-19	0.113	0.019	3,851,221	30,147,602	0.87	0.758	0.418	245.100006	78,737,696	267,700
ZUMZ	2009-06-26	0.082	-0.031	3,851,221	30,142,518	0.871	0.789	0.534	253.800003	79,380,920	273,900
ZUMZ	2009-07-03	0.115	0.033	3,854,730	30,139,594	0.868	0.753	0.445	237.5	80,024,152	233,324.984375
ZUMZ	2009-07-10	0.145	0.03	3,854,730	30,139,594	0.868	0.723	0.58	237.5	80,667,384	527,700
ZUMZ	2009-07-17	0.137	-0.008	3,767,015	30,144,752	0.862	0.725	0.5	249.899994	81,310,616	164,920
ZUMZ	2009-07-24	0.113	-0.024	3,767,015	30,151,188	0.862	0.749	0.508	279.200012	81,953,848	158,920
ZUMZ	2009-07-31	0.209	0.097	3,649,720	30,146,596	0.853	0.644	0.46	287.899994	82,597,080	155,080
ZUMZ	2009-08-07	0.075	-0.135	3,649,720	30,145,160	0.855	0.78	0.521	373.799988	83,240,304	351,940

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