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	2015-05-15	0.028	0.024	1,603,127	29,418,228	0.706	0.678	1.225	910.200012	204,596,336	212,656
ZUMZ	2015-05-22	0.021	-0.007	1,603,127	29,417,540	0.707	0.686	1.481	899	197,849,744	225,098.796875
ZUMZ	2015-05-29	0.05	0.029	1,603,127	29,417,280	0.707	0.657	1.339	878.400024	191,103,168	199,992.25
ZUMZ	2015-06-05	0.039	-0.011	1,814,683	29,416,666	0.722	0.683	1.046	706	184,356,576	1,269,012.375
ZUMZ	2015-06-12	-0.025	-0.064	1,814,683	29,206,672	0.724	0.749	1.228	717.900024	177,610,000	671,105.1875
ZUMZ	2015-06-19	-0.037	-0.012	1,850,194	29,205,628	0.726	0.763	1.374	768.400024	177,779,920	621,249.375
ZUMZ	2015-06-26	-0.045	-0.007	1,850,194	29,204,340	0.726	0.771	1.568	807.5	177,949,840	692,536.625
ZUMZ	2015-07-03	-0.006	0.038	2,186,711	29,204,800	0.75	0.757	0.743	778.599976	178,119,776	377,263.5
ZUMZ	2015-07-10	-0.022	-0.016	2,186,711	29,207,406	0.75	0.772	0.707	788.599976	178,289,696	417,738.8125
ZUMZ	2015-07-17	0.061	0.083	2,739,341	29,206,228	0.785	0.724	0.492	769	178,459,616	311,831.8125
ZUMZ	2015-07-24	0.069	0.008	2,739,341	29,205,348	0.785	0.716	0.682	786.5	178,629,536	249,782.59375
ZUMZ	2015-07-31	0.089	0.02	3,047,698	29,206,896	0.798	0.709	0.552	762.299988	178,799,456	220,212.40625
ZUMZ	2015-08-07	0.112	0.023	3,047,698	29,204,152	0.8	0.687	0.716	675.200012	178,969,392	427,531.8125
ZUMZ	2015-08-14	0.088	-0.024	3,047,698	29,204,108	0.8	0.712	0.601	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	0.507	673.5	179,309,232	353,004.40625
ZUMZ	2015-08-28	0.083	0.008	3,068,094	29,204,690	0.803	0.719	0.686	697.700012	179,479,152	330,705.1875
ZUMZ	2015-09-04	0.09	0.007	3,047,575	29,204,196	0.8	0.709	0.608	667.900024	179,649,072	308,221.40625
ZUMZ	2015-09-11	0.175	0.085	3,047,575	26,664,388	0.811	0.636	0.792	390.100006	179,819,008	2,137,807.75
ZUMZ	2015-09-18	0.113	-0.062	3,484,779	26,664,510	0.825	0.712	0.628	412.5	181,703,696	1,393,630.375
ZUMZ	2015-09-25	0.084	-0.029	3,484,779	26,662,410	0.825	0.741	0.474	417.799988	183,588,384	526,737.625
ZUMZ	2015-10-02	0.083	0	3,632,416	26,664,508	0.825	0.742	0.662	411.700012	185,473,072	683,083.625
ZUMZ	2015-10-09	0.083	-0.001	3,632,416	26,662,990	0.825	0.743	0.501	483.399994	187,357,776	742,652.1875
ZUMZ	2015-10-16	0.123	0.04	4,029,494	26,666,666	0.834	0.712	0.416	482.399994	189,242,464	414,166.8125
ZUMZ	2015-10-23	0.096	-0.027	4,029,494	26,664,658	0.835	0.739	0.52	442.100006	191,127,152	361,935
ZUMZ	2015-10-30	0.116	0.02	4,040,907	26,664,760	0.838	0.721	0.284	466.100006	193,011,840	355,743.8125
ZUMZ	2015-11-06	0.115	-0.001	4,040,907	26,666,666	0.838	0.723	0.501	444.799988	194,896,544	359,629.40625
ZUMZ	2015-11-13	0.126	0.011	4,040,907	26,664,392	0.839	0.713	0.44	390.899994	196,781,232	347,654.40625
ZUMZ	2015-11-20	0.137	0.011	3,858,463	26,664,584	0.836	0.7	0.574	426.899994	198,665,920	456,316
ZUMZ	2015-11-27	0.13	-0.006	3,858,463	26,662,652	0.837	0.706	0.317	442.600006	200,550,608	403,148.25
ZUMZ	2015-12-04	0.17	0.04	3,748,805	26,666,666	0.835	0.665	0.81	390.399994	202,435,312	1,187,663.75
ZUMZ	2015-12-11	0.095	-0.075	3,748,805	26,687,074	0.835	0.74	0.588	392.299988	204,320,000	537,487.1875
ZUMZ	2015-12-18	0.101	0.007	4,364,958	26,683,322	0.849	0.748	0.703	427.200012	207,042,432	591,169.375
ZUMZ	2015-12-25	0.154	0.053	4,364,958	26,685,862	0.849	0.695	0.511	417.100006	209,764,864	301,568.75
ZUMZ	2016-01-01	0.166	0.012	4,830,763	26,686,508	0.856	0.69	0.315	403.5	212,487,280	284,970.75
ZUMZ	2016-01-08	0.181	0.014	4,830,763	26,684,716	0.856	0.675	0.64	443.5	215,209,712	1,006,439.375
ZUMZ	2016-01-15	0.131	-0.049	4,921,973	26,688,274	0.859	0.728	0.434	452.899994	217,932,144	466,188.1875
ZUMZ	2016-01-22	0.145	0.014	4,921,973	26,687,934	0.859	0.713	0.457	460.100006	220,654,576	332,183.25
ZUMZ	2016-01-29	0.157	0.012	4,921,973	26,686,912	0.859	0.702	0.454	483.299988	223,376,992	329,850.59375
ZUMZ	2016-02-05	0.12	-0.037	5,045,250	26,687,730	0.857	0.737	0.384	506.799988	226,099,424	514,435.1875
ZUMZ	2016-02-12	0.153	0.033	5,045,250	26,686,390	0.857	0.704	0.371	496.100006	228,821,856	418,492
ZUMZ	2016-02-19	0.144	-0.008	4,976,286	26,684,782	0.858	0.713	0.535	540.099976	231,544,288	380,145.96875
ZUMZ	2016-02-26	0.13	-0.015	4,976,286	26,686,218	0.857	0.728	0.364	546	234,266,720	358,966.59375
ZUMZ	2016-03-04	0.135	0.005	4,858,861	26,684,236	0.855	0.72	0.526	556.900024	236,989,136	383,431.8125
ZUMZ	2016-03-11	0.165	0.03	4,858,861	26,687,716	0.855	0.69	0.384	507.200012	239,711,568	1,140,132
ZUMZ	2016-03-18	0.126	-0.039	4,995,752	25,489,104	0.863	0.738	0.399	502.899994	242,434,000	536,156.8125
ZUMZ	2016-03-25	0.158	0.033	4,995,752	25,489,274	0.864	0.706	0.533	487.100006	236,645,328	275,784
ZUMZ	2016-04-01	0.174	0.015	5,292,059	25,487,804	0.869	0.695	0.262	522.5	230,856,672	293,241
ZUMZ	2016-04-08	0.137	-0.036	5,292,059	25,488,160	0.869	0.731	0.427	441.200012	225,068,000	561,143.625
ZUMZ	2016-04-15	0.147	0.009	4,826,302	25,491,490	0.863	0.716	0.465	464.200012	219,279,328	421,907.40625
ZUMZ	2016-04-22	0.18	0.034	4,826,302	25,487,604	0.862	0.682	0.674	462.600006	213,490,672	195,769.40625
ZUMZ	2016-04-29	0.196	0.016	4,826,302	25,488,676	0.863	0.667	0.48	427.700012	207,702,000	265,099.40625
ZUMZ	2016-05-06	0.201	0.006	4,977,229	25,490,958	0.868	0.666	0.429	394.600006	201,913,328	658,247
ZUMZ	2016-05-13	0.163	-0.039	4,977,229	25,486,064	0.867	0.705	0.452	374.899994	196,124,672	396,671.40625
ZUMZ	2016-05-20	0.139	-0.023	5,069,228	25,489,274	0.868	0.729	0.423	380.299988	190,336,016	359,633
ZUMZ	2016-05-27	0.121	-0.019	5,069,228	25,491,804	0.868	0.747	0.429	373.200012	184,547,328	384,147.59375
ZUMZ	2016-06-03	0.176	0.055	4,970,940	25,485,438	0.867	0.691	0.424	367.5	178,758,672	1,240,166.75
ZUMZ	2016-06-10	0.121	-0.055	4,970,940	25,156,354	0.87	0.748	0.465	378.100006	172,970,000	570,192.8125
ZUMZ	2016-06-17	0.103	-0.018	4,893,058	25,155,940	0.865	0.762	0.454	379.100006	173,377,840	479,826.1875
ZUMZ	2016-06-24	0.074	-0.029	4,893,058	25,153,584	0.865	0.791	0.305	368.5	173,785,696	505,881.40625
ZUMZ	2016-07-01	0.079	0.005	4,881,097	25,154,852	0.866	0.787	0.545	365.5	174,193,536	447,345
ZUMZ	2016-07-08	0.071	-0.008	4,881,097	25,156,862	0.866	0.794	0.458	384.899994	174,601,392	534,269
ZUMZ	2016-07-15	0.103	0.032	4,922,869	25,154,440	0.866	0.763	0.352	390.899994	175,009,232	300,384.59375
ZUMZ	2016-07-22	0.045	-0.058	4,922,869	25,157,698	0.866	0.821	0.456	406.799988	175,417,072	354,679.40625
ZUMZ	2016-07-29	0.101	0.055	4,922,869	25,153,122	0.866	0.766	0.502	427.100006	175,824,928	557,480.375
ZUMZ	2016-08-05	0.079	-0.022	4,517,364	25,152,562	0.862	0.783	0.411	436.899994	176,232,768	749,104.625
ZUMZ	2016-08-12	0.063	-0.016	4,517,364	25,153,030	0.863	0.8	0.445	402.700012	176,640,608	552,332.1875
ZUMZ	2016-08-19	0.023	-0.04	4,169,237	25,155,202	0.856	0.833	0.51	413.299988	177,048,464	398,496.8125
ZUMZ	2016-08-26	-0.016	-0.038	4,169,237	25,155,974	0.855	0.871	0.517	427.399994	177,456,304	245,586.59375
ZUMZ	2016-09-02	0.02	0.035	4,591,632	25,153,520	0.863	0.843	0.397	417.799988	177,864,160	385,899
ZUMZ	2016-09-09	0.047	0.027	4,591,632	24,830,362	0.864	0.817	0.541	431.799988	178,272,000	924,441.25
ZUMZ	2016-09-16	0.038	-0.009	4,300,122	24,830,606	0.859	0.822	0.375	425.100006	181,588,848	502,437.59375
ZUMZ	2016-09-23	-0.018	-0.055	4,300,122	24,833,236	0.86	0.877	0.45	439.299988	184,905,696	226,493.59375
ZUMZ	2016-09-30	0.007	0.025	4,170,443	24,833,334	0.855	0.848	0.324	447	188,222,544	272,240
ZUMZ	2016-10-07	-0.013	-0.021	4,170,443	24,829,000	0.855	0.869	0.591	544.5	191,539,392	1,292,364
ZUMZ	2016-10-14	-0.003	0.01	4,170,443	24,829,116	0.855	0.858	0.544	559.400024	194,856,224	551,599
ZUMZ	2016-10-21	-0.054	-0.051	4,003,356	24,831,112	0.849	0.903	0.446	558.700012	198,173,072	244,761.796875
ZUMZ	2016-10-28	-0.031	0.023	4,003,356	24,828,702	0.849	0.88	0.348	536.299988	201,489,920	321,094.40625
ZUMZ	2016-11-04	-0.039	-0.009	3,930,369	24,830,834	0.848	0.887	0.502	579.799988	204,806,768	550,426.375
ZUMZ	2016-11-11	-0.037	0.003	3,930,369	24,832,654	0.848	0.885	0.435	608.400024	208,123,616	356,991.8125
ZUMZ	2016-11-18	-0.014	0.023	4,461,957	24,830,958	0.86	0.873	0.364	609.599976	211,440,464	330,479.59375
ZUMZ	2016-11-25	-0.061	-0.048	4,461,957	24,830,340	0.86	0.921	0.38	622	214,757,312	218,427.75
ZUMZ	2016-12-02	-0.009	0.052	4,444,662	24,829,958	0.859	0.868	0.381	613.299988	218,074,160	742,912.625
ZUMZ	2016-12-09	-0.044	-0.035	4,444,662	24,898,438	0.858	0.902	0.411	637.400024	221,391,008	565,347.375
ZUMZ	2016-12-16	0.003	0.048	4,394,756	24,898,128	0.86	0.857	0.373	598.799988	224,408,352	627,967.625
ZUMZ	2016-12-23	-0.064	-0.068	4,394,756	24,899,296	0.86	0.924	0.473	531.599976	227,425,712	542,369.625
ZUMZ	2016-12-30	-0.039	0.026	4,634,347	24,897,024	0.863	0.902	0.61	544	230,443,072	272,841.96875
ZUMZ	2017-01-06	-0.027	0.012	4,634,347	24,896,724	0.863	0.89	0.345	494.200012	233,460,432	630,213
ZUMZ	2017-01-13	-0.034	-0.007	4,634,347	24,896,724	0.863	0.897	0.551	494.200012	236,477,792	377,989.59375
ZUMZ	2017-01-20	-0.059	-0.025	4,714,723	24,896,204	0.864	0.922	0.346	491.700012	239,495,136	279,054.03125
ZUMZ	2017-01-27	-0.031	0.028	4,714,723	24,896,552	0.864	0.895	0.479	469.299988	242,512,496	323,325.59375
ZUMZ	2017-02-03	-0.003	0.029	4,404,830	24,898,344	0.856	0.858	0.47	526.599976	245,529,856	378,133.8125
ZUMZ	2017-02-10	-0.01	-0.007	4,404,830	24,897,374	0.856	0.865	0.457	521.599976	248,547,216	353,529.8125
ZUMZ	2017-02-17	-0.031	-0.021	4,418,332	24,898,766	0.853	0.883	0.464	504.200012	251,564,576	350,416.59375
ZUMZ	2017-02-24	-0.058	-0.027	4,418,332	24,895,142	0.853	0.911	0.376	486.700012	254,581,936	285,761.75
ZUMZ	2017-03-03	-0.002	0.056	4,838,517	24,896,386	0.861	0.863	0.574	516.599976	257,599,280	386,608.8125
ZUMZ	2017-03-10	-0.004	-0.002	4,838,517	24,896,740	0.861	0.865	0.505	458.100006	260,616,640	1,265,733
ZUMZ	2017-03-17	-0.02	-0.016	4,685,542	24,941,504	0.858	0.878	0.437	447.700012	263,634,000	473,214.1875
ZUMZ	2017-03-24	-0.058	-0.038	4,685,542	24,941,860	0.859	0.917	0.625	429	256,760,752	415,005.8125
ZUMZ	2017-03-31	-0.055	0.003	3,926,543.75	24,945,356	0.841	0.896	0.492	456.5	249,887,504	385,244.1875
ZUMZ	2017-04-07	-0.042	0.013	3,926,543.75	24,940,478	0.841	0.883	0.574	419	243,014,256	666,577.375

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