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	2009-08-14	0.102	0.027	3,649,720	30,144,696	0.857	0.755	0.386	375	83,883,536	263,040
ZUMZ	2009-08-21	0.069	-0.033	3,536,386	30,142,856	0.859	0.79	0.819	422	84,526,768	391,240
ZUMZ	2009-08-28	0.046	-0.023	3,536,386	30,154,918	0.859	0.812	0.611	389.299988	85,170,000	205,180
ZUMZ	2009-09-04	0.127	0.081	3,707,987	30,151,844	0.866	0.739	0.641	417	87,038,136	577,160
ZUMZ	2009-09-11	0.055	-0.072	3,707,987	30,156,360	0.866	0.811	0.569	424.299988	88,906,264	195,624.984375
ZUMZ	2009-09-18	0.08	0.025	3,670,510	30,151,782	0.867	0.787	0.499	516.5	90,774,400	446,500
ZUMZ	2009-09-25	0.03	-0.049	3,670,510	30,153,354	0.867	0.837	0.541	471.899994	92,642,536	429,580
ZUMZ	2009-10-02	0.057	0.026	3,827,021	30,153,638	0.869	0.812	0.45	451.399994	94,510,664	433,920
ZUMZ	2009-10-09	0.032	-0.025	3,827,021	30,156,350	0.869	0.837	0.499	482.200012	96,378,800	296,360
ZUMZ	2009-10-16	0.077	0.045	4,387,401	30,152,116	0.884	0.807	0.524	455.899994	98,246,936	347,760
ZUMZ	2009-10-23	0.054	-0.023	4,387,401	30,156,472	0.884	0.83	0.467	424	100,115,064	336,640
ZUMZ	2009-10-30	0.123	0.069	4,119,667	30,155,902	0.878	0.755	0.332	406.200012	101,983,200	281,940
ZUMZ	2009-11-06	0.099	-0.024	4,119,667	30,155,764	0.878	0.779	0.636	387.200012	103,851,336	376,760
ZUMZ	2009-11-13	0.114	0.015	4,119,667	30,152,930	0.879	0.765	0.548	354.899994	105,719,464	353,340
ZUMZ	2009-11-20	0.172	0.058	4,355,207	30,155,612	0.883	0.711	0.491	368.200012	107,587,600	1,077,600
ZUMZ	2009-11-27	0.082	-0.09	4,355,207	30,154,546	0.883	0.801	0.324	331.700012	109,455,736	387,700
ZUMZ	2009-12-04	0.101	0.019	4,490,143	30,151,260	0.883	0.782	0.444	358.799988	111,323,864	393,500
ZUMZ	2009-12-11	0.124	0.023	4,490,143	30,251,258	0.882	0.758	0.315	361.200012	113,192,000	221,920
ZUMZ	2009-12-18	0.162	0.037	4,274,194	30,251,626	0.877	0.715	0.506	372.700012	114,474,800	232,340
ZUMZ	2009-12-25	0.214	0.052	4,274,194	30,254,776	0.877	0.663	0.435	380	115,757,600	115,000
ZUMZ	2010-01-01	0.239	0.025	4,390,523	30,251,572	0.881	0.641	0.422	384.799988	117,040,400	128,125
ZUMZ	2010-01-08	0.166	-0.073	4,390,523	30,257,978	0.881	0.715	0.457	445.700012	118,323,200	756,019.9375
ZUMZ	2010-01-15	0.146	-0.02	4,514,990	30,258,302	0.884	0.738	0.495	410	119,606,000	238,280
ZUMZ	2010-01-22	0.124	-0.022	4,514,990	30,256,012	0.884	0.76	0.369	390	120,888,800	266,175
ZUMZ	2010-01-29	0.212	0.087	4,514,990	30,251,378	0.884	0.673	0.611	385.100006	122,171,600	135,660
ZUMZ	2010-02-05	0.117	-0.095	4,816,726	30,251,524	0.887	0.77	0.306	396.899994	123,454,400	266,440
ZUMZ	2010-02-12	0.172	0.056	4,816,726	30,255,102	0.886	0.714	0.323	415.100006	124,737,200	139,100
ZUMZ	2010-02-19	0.248	0.075	4,936,794	30,253,772	0.884	0.636	0.281	441.100006	126,020,000	118,100
ZUMZ	2010-02-26	0.233	-0.015	4,936,794	30,258,018	0.884	0.651	0.212	433.899994	127,302,800	69,960
ZUMZ	2010-03-05	0.203	-0.03	5,162,037	30,256,960	0.884	0.682	0.203	565.200012	128,585,600	1,050,340
ZUMZ	2010-03-12	0.061	-0.142	5,162,037	30,252,496	0.885	0.824	0.368	575.099976	129,868,400	775,020.0625
ZUMZ	2010-03-19	0.051	-0.01	5,156,591	30,253,232	0.885	0.834	0.38	585.400024	131,151,200	335,900
ZUMZ	2010-03-26	0.063	0.012	5,156,591	30,424,598	0.884	0.821	0.431	623.400024	132,434,000	195,000
ZUMZ	2010-04-02	0.033	-0.03	4,899,530	30,420,494	0.882	0.849	0.271	629.400024	127,618,664	177,224.984375
ZUMZ	2010-04-09	-0.001	-0.034	4,899,530	30,424,690	0.882	0.884	0.496	616.099976	122,803,336	409,700
ZUMZ	2010-04-16	0.025	0.026	4,598,456	30,424,352	0.876	0.852	0.374	659.599976	117,988,000	355,120
ZUMZ	2010-04-23	0.032	0.007	4,598,456	30,422,046	0.876	0.844	0.113	612.700012	113,172,664	521,720
ZUMZ	2010-04-30	0.015	-0.016	4,252,051	30,420,258	0.869	0.854	0.47	564.599976	108,357,336	573,120
ZUMZ	2010-05-07	-0.053	-0.068	4,252,051	30,419,872	0.87	0.923	0.378	514.400024	103,542,000	313,740
ZUMZ	2010-05-14	-0.054	0	4,252,051	30,423,166	0.872	0.926	0.488	546.400024	98,726,664	280,720
ZUMZ	2010-05-21	-0.078	-0.024	3,326,498	30,421,760	0.841	0.919	0.53	497.700012	93,911,336	393,720
ZUMZ	2010-05-28	-0.111	-0.034	3,326,498	30,251,168	0.843	0.954	0.372	517.900024	89,096,000	347,400
ZUMZ	2010-06-04	-0.076	0.036	3,037,790	30,248,940	0.829	0.904	0.423	498.200012	89,710,712	272,925
ZUMZ	2010-06-11	-0.081	-0.005	3,037,790	30,251,498	0.829	0.91	0.47	505.200012	90,325,432	228,560
ZUMZ	2010-06-18	-0.017	0.063	2,867,262	30,248,868	0.821	0.838	0.793	534.799988	90,940,144	457,120
ZUMZ	2010-06-25	-0.079	-0.062	2,867,262	30,250,144	0.82	0.9	0.978	520	91,554,856	244,840
ZUMZ	2010-07-02	-0.015	0.064	2,942,444	30,250,002	0.824	0.839	0.615	496.100006	92,169,568	199,620
ZUMZ	2010-07-09	-0.017	-0.002	2,942,444	30,247,888	0.824	0.841	0.7	536.900024	92,784,288	421,300
ZUMZ	2010-07-16	0.033	0.05	3,383,182	30,251,756	0.84	0.807	0.492	516.700012	93,399,000	229,400
ZUMZ	2010-07-23	-0.028	-0.061	3,383,182	30,248,834	0.84	0.868	0.628	583.5	94,013,712	222,460
ZUMZ	2010-07-30	0.034	0.061	3,463,832	30,251,366	0.845	0.811	0.525	553.599976	94,628,432	201,240
ZUMZ	2010-08-06	0.041	0.007	3,463,832	30,253,392	0.845	0.805	0.653	513.400024	95,243,144	310,880
ZUMZ	2010-08-13	0.022	-0.019	3,463,832	30,250,918	0.846	0.824	0.331	494.299988	95,857,856	222,600
ZUMZ	2010-08-20	0.034	0.012	3,527,627	30,247,778	0.849	0.815	0.486	476.100006	96,472,568	311,120
ZUMZ	2010-08-27	-0.01	-0.044	3,527,627	30,248,882	0.849	0.859	0.578	474	97,087,288	243,820
ZUMZ	2010-09-03	-0.001	0.01	3,108,680	30,602,126	0.83	0.831	0.411	518.400024	97,702,000	269,480
ZUMZ	2010-09-10	0.012	0.013	3,108,680	30,597,372	0.831	0.818	0.579	512.200012	100,637,152	154,600
ZUMZ	2010-09-17	0.039	0.027	3,034,234	30,599,700	0.816	0.777	0.465	612.299988	103,572,304	529,940
ZUMZ	2010-09-24	-0.035	-0.074	3,034,234	30,600,774	0.816	0.851	0.663	631.599976	106,507,464	281,700
ZUMZ	2010-10-01	0.047	0.083	3,027,443	30,599,906	0.817	0.769	0.754	647.799988	109,442,616	147,300
ZUMZ	2010-10-08	-0.007	-0.054	3,027,443	30,601,444	0.816	0.823	0.669	763.200012	112,377,768	529,660
ZUMZ	2010-10-15	0.031	0.038	3,006,069	30,599,130	0.816	0.785	0.589	776.299988	115,312,920	212,040
ZUMZ	2010-10-22	-0.004	-0.035	3,006,069	30,600,624	0.817	0.821	1.048	784.599976	118,248,080	277,380
ZUMZ	2010-10-29	0.046	0.051	3,006,069	30,598,780	0.817	0.77	0.493	802.299988	121,183,232	190,860
ZUMZ	2010-11-05	0.042	-0.005	3,290,846	30,598,506	0.831	0.789	0.618	858.900024	124,118,384	438,520
ZUMZ	2010-11-12	0.053	0.011	3,290,846	30,601,902	0.832	0.779	0.471	869.400024	127,053,536	172,960
ZUMZ	2010-11-19	0.069	0.016	3,438,508	30,600,070	0.842	0.774	0.674	882.200012	129,988,696	191,760
ZUMZ	2010-11-26	0.036	-0.033	3,438,508	30,600,400	0.842	0.807	0.941	917.400024	132,923,848	280,649.96875
ZUMZ	2010-12-03	0.053	0.017	3,565,497	30,669,346	0.847	0.794	0.63	916.400024	135,859,008	782,860.0625
ZUMZ	2010-12-10	0.052	0	3,565,497	30,669,554	0.847	0.794	0.677	920.700012	137,214,528	270,380
ZUMZ	2010-12-17	0.028	-0.024	3,364,272.25	30,671,872	0.839	0.811	0.696	903.900024	138,570,080	468,920
ZUMZ	2010-12-24	0.016	-0.012	3,364,272.25	30,670,158	0.839	0.822	0.462	878.700012	139,925,600	245,450
ZUMZ	2010-12-31	0.012	-0.004	3,004,885	30,669,890	0.826	0.813	0.743	824.099976	141,281,136	251,060
ZUMZ	2011-01-07	0.032	0.019	3,004,885	30,670,828	0.825	0.794	0.618	786.400024	142,636,672	1,062,780
ZUMZ	2011-01-14	-0.002	-0.034	3,004,885	30,671,886	0.825	0.827	0.499	744.099976	143,992,192	392,100
ZUMZ	2011-01-21	-0.015	-0.013	3,257,329	30,669,490	0.843	0.858	0.71	723.799988	145,347,728	350,075
ZUMZ	2011-01-28	-0.011	0.004	3,257,329	30,672,344	0.842	0.854	0.588	684.299988	146,703,264	318,280
ZUMZ	2011-02-04	0.028	0.04	3,510,709	30,668,828	0.854	0.825	0.57	756.599976	148,058,800	542,840
ZUMZ	2011-02-11	0.023	-0.005	3,510,709	30,672,558	0.854	0.831	0.473	798.099976	149,414,336	250,100
ZUMZ	2011-02-18	0.094	0.071	3,768,512	30,672,010	0.86	0.766	0.419	803.299988	150,769,872	201,860
ZUMZ	2011-02-25	0.004	-0.09	3,768,512	30,671,876	0.861	0.857	0.575	785.200012	152,125,408	305,475
ZUMZ	2011-03-04	0.065	0.061	4,084,858	30,672,482	0.868	0.803	0.58	843.799988	153,480,928	608,540.0625
ZUMZ	2011-03-11	0.025	-0.039	4,084,858	30,671,754	0.869	0.843	0.477	803.599976	154,836,464	505,460
ZUMZ	2011-03-18	0.016	-0.009	4,292,655	30,987,602	0.872	0.856	0.805	724.799988	156,192,000	915,260.0625
ZUMZ	2011-03-25	0.004	-0.012	4,292,655	30,987,340	0.872	0.868	0.435	734.400024	151,157,904	451,920
ZUMZ	2011-04-01	0.02	0.016	3,987,510	30,990,212	0.863	0.843	0.758	823.099976	146,123,808	699,859.9375
ZUMZ	2011-04-08	-0.024	-0.044	3,987,510	30,989,050	0.863	0.887	0.438	849.099976	141,089,696	512,120
ZUMZ	2011-04-15	0.045	0.069	5,329,025	30,987,910	0.888	0.843	0.331	897.099976	136,055,600	474,840
ZUMZ	2011-04-22	0.052	0.007	5,329,025	30,987,828	0.888	0.836	0.417	890.900024	131,021,504	217,450
ZUMZ	2011-04-29	0.1	0.049	5,329,025	30,988,970	0.888	0.788	0.437	871.099976	125,987,400	208,800
ZUMZ	2011-05-06	0.09	-0.01	5,589,133	30,989,822	0.89	0.8	0.263	882.900024	120,953,296	381,340
ZUMZ	2011-05-13	0.08	-0.01	5,589,133	30,989,050	0.89	0.81	0.449	877.299988	115,919,200	302,740
ZUMZ	2011-05-20	0.163	0.082	5,610,002	30,988,740	0.89	0.727	0.399	880.700012	110,885,104	518,980
ZUMZ	2011-05-27	0.091	-0.071	5,610,002	31,003,962	0.889	0.798	0.332	938.799988	105,851,000	529,820
ZUMZ	2011-06-03	0.127	0.036	5,659,037	31,003,248	0.889	0.762	0.382	763.299988	106,305,432	1,111,925
ZUMZ	2011-06-10	0.066	-0.061	5,659,037	31,003,122	0.889	0.823	0.475	695.400024	106,759,856	809,379.9375
ZUMZ	2011-06-17	0.06	-0.006	5,699,688	31,003,344	0.887	0.827	0.298	741.599976	107,214,288	616,400
ZUMZ	2011-06-24	0.026	-0.034	5,699,688	31,002,030	0.887	0.861	0.536	764.200012	107,668,712	389,060
ZUMZ	2011-07-01	0.06	0.034	5,309,221	31,002,722	0.88	0.82	0.32	797.700012	108,123,144	372,440
ZUMZ	2011-07-08	0.068	0.008	5,309,221	31,001,064	0.88	0.812	0.274	873.299988	108,577,568	652,525

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