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	2008-03-28	0.011	0.017	7,454,387	29,003,960	0.896	0.885	0.222	439.700012	126,606,000	890,380.0625
ZUMZ	2008-04-04	0.005	-0.006	6,860,452	29,001,202	0.887	0.882	0.375	482	121,283,336	498,420
ZUMZ	2008-04-11	0.023	0.018	6,860,452	29,004,052	0.886	0.863	0.324	500.899994	115,960,656	650,739.9375
ZUMZ	2008-04-18	-0.011	-0.035	6,491,809	29,000,562	0.886	0.897	0.408	516.5	110,638,000	468,340
ZUMZ	2008-04-25	-0.017	-0.006	6,491,809	29,002,960	0.886	0.903	0.285	587.599976	105,315,336	510,820
ZUMZ	2008-05-02	-0.01	0.007	5,645,693	29,002,634	0.872	0.882	0.336	660.099976	99,992,664	507,620
ZUMZ	2008-05-09	-0.003	0.007	5,645,693	29,001,008	0.872	0.875	0.472	574.799988	94,670,000	775,619.9375
ZUMZ	2008-05-16	0	0.003	6,053,656	29,004,878	0.881	0.88	0.435	594.599976	89,347,336	308,720
ZUMZ	2008-05-23	-0.043	-0.043	6,053,656	29,003,098	0.881	0.923	0.327	561.5	84,024,664	547,699.9375
ZUMZ	2008-05-30	-0.018	0.025	5,825,754	29,308,206	0.874	0.892	0.276	614.299988	78,702,000	353,900
ZUMZ	2008-06-06	-0.075	-0.057	5,825,754	29,309,128	0.874	0.949	0.27	581.200012	79,744,768	379,780
ZUMZ	2008-06-13	-0.05	0.025	5,825,754	29,305,936	0.874	0.923	0.297	641.799988	80,787,536	424,320
ZUMZ	2008-06-20	-0.06	-0.01	5,778,646	29,304,482	0.868	0.928	0.264	568.799988	81,830,304	383,580
ZUMZ	2008-06-27	-0.049	0.01	5,778,646	29,306,930	0.868	0.917	0.286	503.200012	82,873,080	383,780
ZUMZ	2008-07-04	-0.03	0.019	6,249,256	29,304,878	0.873	0.903	0.468	480.600006	83,915,848	417,775
ZUMZ	2008-07-11	-0.022	0.008	6,249,256	29,308,382	0.873	0.896	0.462	360.200012	84,958,616	1,459,140
ZUMZ	2008-07-18	-0.043	-0.021	7,192,078	29,308,660	0.886	0.929	0.264	419.700012	86,001,384	705,459.9375
ZUMZ	2008-07-25	-0.044	-0.001	7,192,078	29,306,858	0.885	0.93	0.336	405.899994	87,044,152	822,400
ZUMZ	2008-08-01	-0.047	-0.003	5,248,734	29,308,728	0.839	0.886	0.379	436.700012	88,086,920	450,980
ZUMZ	2008-08-08	-0.052	-0.005	5,248,734	29,309,558	0.839	0.892	0.455	386.299988	89,129,696	729,560
ZUMZ	2008-08-15	-0.078	-0.026	4,338,808	29,303,448	0.815	0.892	0.331	424.899994	90,172,464	426,640
ZUMZ	2008-08-22	-0.044	0.034	4,338,808	29,309,092	0.814	0.858	0.34	403	91,215,232	399,640
ZUMZ	2008-08-29	0.025	0.069	4,338,808	29,396,254	0.814	0.788	0.354	423.600006	92,258,000	572,419.9375
ZUMZ	2008-09-05	-0.025	-0.05	3,912,880.25	29,396,766	0.804	0.829	0.888	472.700012	93,685,640	983,450
ZUMZ	2008-09-12	0.005	0.03	3,912,880.25	29,398,408	0.805	0.8	0.445	518	95,113,288	698,240
ZUMZ	2008-09-19	-0.02	-0.025	4,106,330	29,397,260	0.816	0.836	0.661	536.5	96,540,928	944,240
ZUMZ	2008-09-26	-0.011	0.008	4,106,330	29,402,014	0.816	0.828	0.412	496.600006	97,968,568	309,940
ZUMZ	2008-10-03	0.04	0.051	3,959,598	29,402,018	0.81	0.771	0.339	408.100006	99,396,216	294,200
ZUMZ	2008-10-10	0.005	-0.035	3,959,598	29,400,886	0.81	0.805	0.389	397.5	100,823,856	519,520
ZUMZ	2008-10-17	0.082	0.077	4,277,273	29,401,310	0.834	0.752	0.581	314.299988	102,251,504	359,940
ZUMZ	2008-10-24	0.085	0.004	4,277,273	29,403,154	0.833	0.748	0.391	261.100006	103,679,152	533,420
ZUMZ	2008-10-31	0.114	0.029	3,626,169	29,395,490	0.83	0.715	0.856	286.899994	105,106,784	303,720
ZUMZ	2008-11-07	0.068	-0.046	3,626,169	29,396,752	0.83	0.762	0.491	253.399994	106,534,432	413,640
ZUMZ	2008-11-14	0.111	0.043	3,626,169	29,393,510	0.831	0.72	0.53	208.399994	107,962,072	394,660
ZUMZ	2008-11-21	0.074	-0.037	3,096,234	29,404,434	0.811	0.737	0.508	212.300003	109,389,712	549,539.9375
ZUMZ	2008-11-28	0.122	0.048	3,096,234	29,398,148	0.81	0.688	0.593	254	110,817,360	295,425
ZUMZ	2008-12-05	0.09	-0.032	3,233,981	29,581,036	0.826	0.736	0.512	268.299988	112,245,000	378,540
ZUMZ	2008-12-12	0.126	0.036	3,233,981	29,582,338	0.826	0.699	0.83	247.899994	113,071,184	303,200
ZUMZ	2008-12-19	0.108	-0.018	2,962,076	29,578,312	0.814	0.705	0.691	245.5	113,897,376	423,340
ZUMZ	2008-12-26	0.124	0.015	2,962,076	29,572,540	0.813	0.69	0.633	228.300003	114,723,560	162,724.984375
ZUMZ	2009-01-02	0.117	-0.007	2,783,839	29,584,418	0.809	0.692	0.489	227.800003	115,549,752	266,500
ZUMZ	2009-01-09	0.105	-0.012	2,783,839	29,577,780	0.809	0.704	0.587	266.200012	116,375,936	349,220
ZUMZ	2009-01-16	0.081	-0.024	2,388,800	29,582,338	0.792	0.711	0.727	247.899994	117,202,128	292,120
ZUMZ	2009-01-23	0.098	0.017	2,388,800	29,578,392	0.792	0.694	0.572	224.5	118,028,312	267,575
ZUMZ	2009-01-30	0.131	0.033	2,895,264	29,580,420	0.825	0.694	0.532	211.5	118,854,496	203,380
ZUMZ	2009-02-06	0.152	0.021	2,895,264	29,580,022	0.825	0.672	0.886	260.600006	119,680,688	359,520
ZUMZ	2009-02-13	0.13	-0.022	2,895,264	29,578,246	0.824	0.694	1.055	266.5	120,506,872	254,060
ZUMZ	2009-02-20	0.135	0.004	2,835,470	29,581,340	0.817	0.683	0.057	247.300003	121,333,064	160,375.015625
ZUMZ	2009-02-27	0.142	0.007	2,835,470	29,581,748	0.817	0.676	0.411	233.399994	122,159,248	167,520
ZUMZ	2009-03-06	0.145	0.003	2,897,382	29,580,094	0.824	0.679	0.579	190.199997	122,985,440	334,940
ZUMZ	2009-03-13	0.142	-0.003	2,897,382	29,579,710	0.824	0.682	0.617	204.100006	123,811,624	521,280
ZUMZ	2009-03-20	0.116	-0.027	2,817,427	29,582,788	0.814	0.699	0.67	226.899994	124,637,816	324,640
ZUMZ	2009-03-27	0.125	0.01	2,817,427	29,934,924	0.813	0.688	0.645	276	125,464,000	203,960
ZUMZ	2009-04-03	0.107	-0.018	2,862,944	29,933,586	0.814	0.707	0.987	315.5	120,057,776	303,220
ZUMZ	2009-04-10	0.073	-0.034	2,862,944	29,938,082	0.814	0.741	0.606	290.100006	114,651,552	324,649.96875
ZUMZ	2009-04-17	0.125	0.053	3,045,125	29,937,220	0.827	0.702	0.805	333.799988	109,245,336	656,160
ZUMZ	2009-04-24	0.028	-0.097	3,045,125	29,935,692	0.827	0.798	1.071	372.399994	103,839,112	429,720
ZUMZ	2009-05-01	0.053	0.025	3,257,275	29,931,152	0.844	0.791	0.703	347.799988	98,432,888	375,260
ZUMZ	2009-05-08	0.041	-0.012	3,257,275	29,932,318	0.845	0.804	0.553	353.799988	93,026,664	269,320
ZUMZ	2009-05-15	0.071	0.03	3,475,423	29,931,706	0.858	0.787	0.686	306.799988	87,620,448	249,240
ZUMZ	2009-05-22	0.067	-0.004	3,475,423	29,935,690	0.859	0.791	0.52	279.299988	82,214,224	496,220
ZUMZ	2009-05-29	0.102	0.035	3,475,423	30,145,738	0.858	0.756	0.521	268.899994	76,808,000	395,550.03125
ZUMZ	2009-06-05	0.06	-0.042	3,637,162	30,148,938	0.867	0.807	0.538	283.399994	77,451,232	439,540
ZUMZ	2009-06-12	0.08	0.021	3,637,162	30,149,080	0.867	0.787	0.457	262.899994	78,094,464	224,940
ZUMZ	2009-06-19	0.113	0.033	3,851,221	30,147,602	0.87	0.757	0.615	245.100006	78,737,696	267,700
ZUMZ	2009-06-26	0.078	-0.035	3,851,221	30,142,518	0.87	0.793	0.559	253.800003	79,380,920	273,900
ZUMZ	2009-07-03	0.12	0.042	3,854,730	30,139,594	0.867	0.748	0.444	237.5	80,024,152	233,324.984375
ZUMZ	2009-07-10	0.105	-0.015	3,854,730	30,139,594	0.867	0.763	0.683	237.5	80,667,384	527,700
ZUMZ	2009-07-17	0.13	0.026	3,767,015	30,144,752	0.861	0.731	0.453	249.899994	81,310,616	164,920
ZUMZ	2009-07-24	0.089	-0.041	3,767,015	30,151,188	0.862	0.773	0.52	279.200012	81,953,848	158,920
ZUMZ	2009-07-31	0.218	0.129	3,649,720	30,146,596	0.853	0.635	0.513	287.899994	82,597,080	155,080
ZUMZ	2009-08-07	0.084	-0.134	3,649,720	30,145,160	0.855	0.77	0.517	373.799988	83,240,304	351,940
ZUMZ	2009-08-14	0.124	0.04	3,649,720	30,144,696	0.857	0.732	0.406	375	83,883,536	263,040
ZUMZ	2009-08-21	0.09	-0.035	3,536,386	30,142,856	0.858	0.769	0.47	422	84,526,768	391,240
ZUMZ	2009-08-28	0.063	-0.027	3,536,386	30,154,918	0.858	0.795	0.481	389.299988	85,170,000	205,180
ZUMZ	2009-09-04	0.113	0.049	3,707,987	30,151,844	0.865	0.753	0.508	417	87,038,136	577,160
ZUMZ	2009-09-11	0.053	-0.06	3,707,987	30,156,360	0.866	0.813	0.561	424.299988	88,906,264	195,624.984375
ZUMZ	2009-09-18	0.069	0.017	3,670,510	30,151,782	0.867	0.797	0.725	516.5	90,774,400	446,500
ZUMZ	2009-09-25	0.033	-0.036	3,670,510	30,153,354	0.867	0.833	0.499	471.899994	92,642,536	429,580
ZUMZ	2009-10-02	0.045	0.011	3,827,021	30,153,638	0.868	0.823	0.643	451.399994	94,510,664	433,920
ZUMZ	2009-10-09	0.049	0.004	3,827,021	30,156,350	0.868	0.82	0.407	482.200012	96,378,800	296,360
ZUMZ	2009-10-16	0.066	0.017	4,387,401	30,152,116	0.884	0.818	0.4	455.899994	98,246,936	347,760
ZUMZ	2009-10-23	0.058	-0.008	4,387,401	30,156,472	0.884	0.826	0.42	424	100,115,064	336,640
ZUMZ	2009-10-30	0.109	0.051	4,119,667	30,155,902	0.878	0.769	0.387	406.200012	101,983,200	281,940
ZUMZ	2009-11-06	0.12	0.011	4,119,667	30,155,764	0.878	0.758	0.442	387.200012	103,851,336	376,760
ZUMZ	2009-11-13	0.099	-0.021	4,119,667	30,152,930	0.879	0.779	0.474	354.899994	105,719,464	353,340
ZUMZ	2009-11-20	0.16	0.061	4,355,207	30,155,612	0.882	0.723	0.545	368.200012	107,587,600	1,077,600
ZUMZ	2009-11-27	0.079	-0.081	4,355,207	30,154,546	0.883	0.804	0.392	331.700012	109,455,736	387,700
ZUMZ	2009-12-04	0.115	0.036	4,490,143	30,151,260	0.883	0.768	0.359	358.799988	111,323,864	393,500
ZUMZ	2009-12-11	0.113	-0.002	4,490,143	30,251,258	0.882	0.77	0.36	361.200012	113,192,000	221,920
ZUMZ	2009-12-18	0.112	-0.001	4,274,194	30,251,626	0.876	0.765	0.525	372.700012	114,474,800	232,340
ZUMZ	2009-12-25	0.168	0.057	4,274,194	30,254,776	0.876	0.708	0.295	380	115,757,600	115,000
ZUMZ	2010-01-01	0.195	0.027	4,390,523	30,251,572	0.881	0.685	0.449	384.799988	117,040,400	128,125
ZUMZ	2010-01-08	0.142	-0.053	4,390,523	30,257,978	0.881	0.739	0.374	445.700012	118,323,200	756,019.9375
ZUMZ	2010-01-15	0.118	-0.024	4,514,990	30,258,302	0.885	0.767	0.459	410	119,606,000	238,280
ZUMZ	2010-01-22	0.123	0.005	4,514,990	30,256,012	0.885	0.761	0.306	390	120,888,800	266,175
ZUMZ	2010-01-29	0.188	0.065	4,514,990	30,251,378	0.884	0.696	0.344	385.100006	122,171,600	135,660
ZUMZ	2010-02-05	0.114	-0.074	4,816,726	30,251,524	0.887	0.772	0.358	396.899994	123,454,400	266,440
ZUMZ	2010-02-12	0.135	0.021	4,816,726	30,255,102	0.887	0.751	0.36	415.100006	124,737,200	139,100
ZUMZ	2010-02-19	0.204	0.069	4,936,794	30,253,772	0.884	0.68	0.345	441.100006	126,020,000	118,100

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