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	2017-10-27	-0.085	-0.027	3,485,231	25,231,196	0.824	0.909	0.46	452.899994	221,058,608	231,259.203125
ZUMZ	2017-11-03	-0.035	0.05	3,335,652	25,232,492	0.816	0.85	0.719	450.399994	225,174,848	388,556.40625
ZUMZ	2017-11-10	-0.046	-0.011	3,335,652	25,232,806	0.818	0.863	0.514	476.899994	229,291,072	315,274.8125
ZUMZ	2017-11-17	0.009	0.055	3,559,282	25,232,806	0.827	0.818	0.678	476.899994	233,407,312	321,184.59375
ZUMZ	2017-11-24	-0.02	-0.029	3,559,282	25,228,348	0.827	0.846	0.544	480.600006	237,523,536	336,889.25
ZUMZ	2017-12-01	0.012	0.032	3,575,612	25,228,070	0.824	0.812	0.692	503.299988	241,639,776	1,265,968.625
ZUMZ	2017-12-08	-0.023	-0.035	3,575,612	25,249,998	0.824	0.847	0.708	535.299988	245,756,000	531,480
ZUMZ	2017-12-15	-0.04	-0.017	3,483,633	25,248,756	0.823	0.863	0.447	507.5	249,921,936	485,365.1875
ZUMZ	2017-12-22	-0.054	-0.014	3,483,633	25,249,414	0.823	0.877	0.443	541.599976	254,087,872	281,065.1875
ZUMZ	2017-12-29	-0.003	0.051	3,483,633	25,248,498	0.823	0.827	0.64	525.799988	258,253,792	209,219.75
ZUMZ	2018-01-05	-0.021	-0.018	2,909,452	25,250,556	0.8	0.822	0.825	569.400024	262,419,728	1,081,944.125
ZUMZ	2018-01-12	-0.072	-0.051	2,909,452	25,248,908	0.8	0.872	0.933	578.200012	266,585,664	357,262.59375
ZUMZ	2018-01-19	-0.052	0.02	2,522,939	25,251,082	0.783	0.835	0.747	583.299988	270,751,616	339,287
ZUMZ	2018-01-26	-0.047	0.005	2,522,939	25,248,322	0.783	0.831	0.734	564.299988	274,917,536	234,793.203125
ZUMZ	2018-02-02	0	0.048	2,952,215	25,250,610	0.804	0.804	0.93	518.900024	279,083,456	489,329.59375
ZUMZ	2018-02-09	-0.014	-0.015	2,952,215	25,250,646	0.805	0.819	0.937	488.600006	283,249,408	549,414.8125
ZUMZ	2018-02-16	0.031	0.045	3,099,161	25,248,756	0.814	0.783	0.606	507.5	287,415,328	362,397.1875
ZUMZ	2018-02-23	0.019	-0.012	3,099,161	25,249,382	0.814	0.795	0.49	511.299988	291,581,248	189,208.5
ZUMZ	2018-03-02	0.016	-0.003	2,887,425	25,247,524	0.805	0.789	0.741	510	295,747,200	237,768.59375
ZUMZ	2018-03-09	0.022	0.006	2,887,425	25,248,084	0.806	0.784	0.66	493.600006	299,913,120	280,221.59375
ZUMZ	2018-03-16	0.077	0.055	2,921,696	25,248,868	0.805	0.728	0.786	558	304,079,072	709,740.8125
ZUMZ	2018-03-23	0.007	-0.07	2,921,696	25,248,408	0.806	0.799	0.723	594.599976	308,244,992	536,565.8125
ZUMZ	2018-03-30	0.037	0.03	3,137,305	25,251,048	0.815	0.778	0.699	603.5	299,748,512	354,050.25
ZUMZ	2018-04-06	-0.017	-0.054	3,137,305	25,248,996	0.816	0.833	0.774	628.700012	291,252,000	435,898.40625
ZUMZ	2018-04-13	-0.002	0.015	3,013,026	25,249,484	0.808	0.81	0.705	612.299988	282,755,488	321,758.03125
ZUMZ	2018-04-20	0.013	0.015	3,013,026	25,248,322	0.808	0.795	0.629	564.299988	274,259,008	338,927.8125
ZUMZ	2018-04-27	-0.005	-0.018	3,013,026	25,251,586	0.808	0.813	0.511	597.200012	265,762,496	337,902.03125
ZUMZ	2018-05-04	-0.026	-0.021	2,303,443	25,248,928	0.765	0.791	0.972	588.299988	257,266,016	240,287.203125
ZUMZ	2018-05-11	0.02	0.046	2,303,443	25,248,962	0.768	0.747	0.681	608.5	248,769,504	356,777.59375
ZUMZ	2018-05-18	0.038	0.017	2,707,549	25,251,508	0.791	0.753	0.576	627.5	240,272,992	287,834.1875
ZUMZ	2018-05-25	0.021	-0.016	2,707,549	25,249,012	0.791	0.77	0.922	638.799988	231,776,496	199,554.59375
ZUMZ	2018-06-01	0.056	0.035	2,399,324	25,250,002	0.777	0.721	0.946	626.200012	223,280,000	242,694
ZUMZ	2018-06-08	0.063	0.006	2,399,324	25,247,674	0.777	0.715	1.3	677.900024	214,783,504	1,456,732.25
ZUMZ	2018-06-15	-0.024	-0.086	2,096,899	25,468,992	0.753	0.777	0.806	657.099976	206,287,008	770,933.1875
ZUMZ	2018-06-22	-0.057	-0.033	2,096,899	25,468,164	0.753	0.81	0.921	680	207,262,688	600,972.1875
ZUMZ	2018-06-29	-0.018	0.039	2,096,899	25,469,062	0.753	0.771	0.728	638	208,238,384	420,004.40625
ZUMZ	2018-07-06	-0.068	-0.05	1,589,450	25,471,460	0.696	0.765	1.351	602.400024	209,214,080	478,011.5
ZUMZ	2018-07-13	-0.02	0.048	1,589,450	25,470,376	0.696	0.716	1.617	526.599976	210,189,776	660,436.625
ZUMZ	2018-07-20	0.095	0.114	2,296,008	25,468,824	0.757	0.662	0.728	551.400024	211,165,456	344,950.59375
ZUMZ	2018-07-27	0.061	-0.034	2,296,008	25,468,824	0.757	0.696	0.68	551.400024	212,141,152	362,047.59375
ZUMZ	2018-08-03	0.098	0.037	2,802,490	25,468,084	0.788	0.69	0.737	598.5	213,116,848	397,270.1875
ZUMZ	2018-08-10	0.094	-0.004	2,802,490	25,468,808	0.789	0.695	0.994	714.400024	214,092,544	612,279.8125
ZUMZ	2018-08-17	0.104	0.01	3,079,562	25,468,270	0.805	0.701	0.612	742.400024	215,068,224	527,238
ZUMZ	2018-08-24	0.063	-0.041	3,079,562	25,468,908	0.805	0.742	0.589	757.700012	216,043,920	424,041.96875
ZUMZ	2018-08-31	0.106	0.044	2,747,215.75	25,470,306	0.792	0.686	1.021	793.400024	217,019,616	306,716
ZUMZ	2018-09-07	0.078	-0.028	2,747,215.75	25,469,178	0.792	0.714	0.559	743.700012	217,995,312	807,800
ZUMZ	2018-09-14	0.066	-0.012	2,747,215.75	25,519,436	0.792	0.726	0.702	722.200012	218,971,008	429,739.8125
ZUMZ	2018-09-21	0.041	-0.025	2,661,135.75	25,519,572	0.784	0.743	0.575	717.099976	221,265,152	376,611.59375
ZUMZ	2018-09-28	0.042	0.001	2,661,135.75	25,518,026	0.784	0.742	0.705	672.400024	223,559,312	400,963.8125
ZUMZ	2018-10-05	0.112	0.07	3,102,652	25,518,074	0.806	0.693	0.586	635.400024	225,853,456	326,405
ZUMZ	2018-10-12	0.097	-0.015	3,102,652	25,517,998	0.805	0.708	0.832	581.299988	228,147,616	491,446.03125
ZUMZ	2018-10-19	0.108	0.011	3,292,982	25,517,562	0.809	0.701	0.476	544.799988	230,441,776	335,750.8125
ZUMZ	2018-10-26	0.088	-0.02	3,292,982	25,519,866	0.81	0.721	0.759	603.799988	232,735,920	487,555.8125
ZUMZ	2018-11-02	0.07	-0.018	3,170,757	25,520,696	0.809	0.738	0.715	585.700012	235,030,080	475,341.40625
ZUMZ	2018-11-09	0.085	0.015	3,170,757	25,519,698	0.809	0.725	0.926	537.700012	237,324,224	725,584.1875
ZUMZ	2018-11-16	0.085	-0	3,206,085	25,521,532	0.814	0.729	0.78	533.400024	239,618,400	356,171.8125
ZUMZ	2018-11-23	0.079	-0.006	3,206,085	25,520,504	0.814	0.735	0.569	485.399994	241,912,544	431,921.25
ZUMZ	2018-11-30	0.097	0.018	3,481,231	25,517,242	0.825	0.728	1.212	503.200012	244,206,688	472,784.8125
ZUMZ	2018-12-07	0.085	-0.012	3,481,231	25,518,558	0.824	0.739	0.642	467.5	246,500,848	940,808.5
ZUMZ	2018-12-14	0.102	0.017	3,481,231	25,533,368	0.824	0.722	0.599	485.899994	248,795,008	715,314.8125
ZUMZ	2018-12-21	0.059	-0.043	3,464,624.25	25,528,956	0.821	0.761	0.702	458.5	252,778,576	589,628.8125
ZUMZ	2018-12-28	0.104	0.045	3,464,624.25	25,528,668	0.82	0.716	0.317	485.299988	256,762,144	300,378.5
ZUMZ	2019-01-04	0.086	-0.018	2,639,955	25,531,484	0.788	0.702	0.724	506.799988	260,745,712	354,840.5
ZUMZ	2019-01-11	0.054	-0.032	2,639,955	25,532,010	0.788	0.734	0.859	566.299988	264,729,280	504,063.8125
ZUMZ	2019-01-18	0.064	0.01	2,496,215	25,532,632	0.78	0.716	0.85	606.400024	268,712,864	407,719
ZUMZ	2019-01-25	0.049	-0.015	2,496,215	25,529,954	0.779	0.73	0.951	609.400024	272,696,416	337,698.5
ZUMZ	2019-02-01	0.057	0.007	2,193,663	25,529,038	0.755	0.698	0.762	641.799988	276,680,000	462,379.40625
ZUMZ	2019-02-08	0.048	-0.009	2,193,663	25,530,822	0.754	0.707	0.933	596.400024	280,663,584	640,769.1875
ZUMZ	2019-02-15	0.056	0.008	2,188,610	25,532,620	0.753	0.697	0.639	618.400024	284,647,136	259,348.984375
ZUMZ	2019-02-22	0.026	-0.029	2,188,610	25,532,000	0.753	0.727	1.168	638.299988	288,630,720	437,003.75
ZUMZ	2019-03-01	0.046	0.02	2,188,610	25,529,226	0.755	0.709	0.774	646.400024	292,614,272	341,839.59375
ZUMZ	2019-03-08	0.081	0.035	2,448,165	25,530,272	0.773	0.692	0.816	628.299988	296,597,856	521,531.59375
ZUMZ	2019-03-15	0.109	0.027	2,638,502	25,529,168	0.787	0.678	0.737	612.700012	300,581,440	969,314.8125
ZUMZ	2019-03-22	0.062	-0.046	2,638,502	25,521,990	0.787	0.725	0.581	574.5	304,564,992	514,984.8125
ZUMZ	2019-03-29	0.081	0.018	2,638,502	25,520,290	0.788	0.707	0.707	635.200012	296,928,576	384,332.40625
ZUMZ	2019-04-05	0.093	0.012	2,878,560	25,520,914	0.796	0.703	0.743	671.200012	289,292,160	333,142.03125
ZUMZ	2019-04-12	0.067	-0.026	2,878,560	25,519,166	0.795	0.728	0.58	685.700012	281,655,744	323,249.1875
ZUMZ	2019-04-19	0.087	0.02	3,016,255	25,519,186	0.802	0.715	0.81	678.299988	274,019,328	295,435.5
ZUMZ	2019-04-26	0.096	0.009	3,016,255	25,522,226	0.801	0.706	0.668	706.200012	266,382,912	289,033.96875
ZUMZ	2019-05-03	0.14	0.044	3,143,574	25,519,672	0.804	0.664	0.61	687.5	258,746,496	293,782.59375
ZUMZ	2019-05-10	0.129	-0.011	3,143,574	25,522,692	0.805	0.677	0.51	629.900024	251,110,080	247,636.40625
ZUMZ	2019-05-17	0.124	-0.005	3,038,351	25,519,568	0.803	0.679	0.798	567.299988	243,473,664	330,534.03125
ZUMZ	2019-05-24	0.095	-0.029	3,038,351	25,522,460	0.804	0.708	0.721	539.799988	235,837,248	296,325.40625
ZUMZ	2019-05-31	0.104	0.008	2,824,256	25,520,728	0.797	0.693	0.942	504.799988	228,200,832	344,485.25
ZUMZ	2019-06-07	0.084	-0.02	2,824,256	25,519,630	0.797	0.713	0.602	552.5	220,564,416	910,478.1875
ZUMZ	2019-06-14	0.087	0.003	2,824,256	25,740,660	0.796	0.709	0.605	599.5	212,928,000	636,661.1875
ZUMZ	2019-06-21	0.025	-0.062	2,752,814	25,739,962	0.787	0.762	0.545	673.099976	214,120,080	459,262.03125
ZUMZ	2019-06-28	0.032	0.008	2,752,814	25,739,462	0.787	0.755	0.669	671.799988	215,312,160	414,856.40625
ZUMZ	2019-07-05	0.202	0.169	3,189,788	25,739,098	0.806	0.605	0.597	666.900024	216,504,224	211,785.5
ZUMZ	2019-07-12	0.001	-0.201	3,189,788	25,738,888	0.806	0.805	0.92	642.700012	217,696,304	352,372.59375
ZUMZ	2019-07-19	0.131	0.13	3,430,708	25,740,366	0.81	0.68	0.475	634.5	218,888,384	327,169.1875
ZUMZ	2019-07-26	0.002	-0.128	3,430,708	25,739,030	0.811	0.809	0.513	668.700012	220,080,480	314,090.59375
ZUMZ	2019-08-02	0.062	0.06	3,354,924	25,740,658	0.807	0.745	0.594	585.599976	221,272,544	280,736
ZUMZ	2019-08-09	0.033	-0.029	3,354,924	25,740,500	0.808	0.774	0.552	589.200012	222,464,608	274,387
ZUMZ	2019-08-16	0.051	0.017	3,577,359	25,739,722	0.819	0.768	0.457	607.200012	223,656,688	347,610.1875
ZUMZ	2019-08-23	0.044	-0.007	3,577,359	25,739,796	0.819	0.775	0.592	605.400024	224,848,768	267,930.8125
ZUMZ	2019-08-30	0.089	0.046	3,809,045	25,739,030	0.823	0.734	0.4	668.700012	226,040,848	311,393.8125
ZUMZ	2019-09-06	0.096	0.007	3,809,045	25,740,800	0.824	0.728	1.001	790.5	227,232,928	1,450,586
ZUMZ	2019-09-13	0.011	-0.085	3,809,045	25,765,070	0.823	0.811	0.631	833.5	228,424,992	939,059
ZUMZ	2019-09-20	0.02	0.009	3,848,203	25,765,090	0.822	0.801	0.643	789.700012	231,163,232	727,127.8125

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