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
ZNTL	2022-09-02	-0.066	-0.021	5,823,889	56,983,604	0.675	0.742	0.336	1,564.199951	0	535,552.8125
ZNTL	2022-09-09	-0.05	0.016	5,823,889	56,982,844	0.676	0.726	0.414	1,694.099976	0	633,427.5
ZNTL	2022-09-16	-0.042	0.007	6,047,297	56,982,396	0.68	0.723	0.605	1,359.599976	0	1,176,359
ZNTL	2022-09-23	-0.064	-0.021	6,047,297	56,982,136	0.681	0.745	0.452	1,180.099976	0	516,768.59375
ZNTL	2022-09-30	-0.073	-0.009	6,074,085	56,985,228	0.68	0.753	0.458	1,234.300049	0	596,289
ZNTL	2022-10-07	-0.078	-0.005	6,074,085	56,983,316	0.68	0.758	0.493	1,229.699951	0	604,570.8125
ZNTL	2022-10-14	-0.076	0.002	6,074,085	56,983,092	0.681	0.757	0.519	1,314.599976	0	466,990.1875
ZNTL	2022-10-21	-0.061	0.014	6,000,862	56,981,640	0.681	0.742	0.672	1,272.400024	0	417,010.8125
ZNTL	2022-10-28	-0.095	-0.034	6,000,862	56,985,324	0.681	0.776	0.503	1,436.599976	0	354,141.40625
ZNTL	2022-11-04	-0.087	0.008	5,876,364	56,982,372	0.68	0.767	0.439	1,389.800049	0	385,504
ZNTL	2022-11-11	-0.082	0.005	5,876,364	57,068,016	0.68	0.762	0.365	1,241.800049	0	819,809
ZNTL	2022-11-18	-0.075	0.007	5,958,131	57,067,564	0.684	0.759	0.556	1,266.900024	0	473,080
ZNTL	2022-11-25	-0.08	-0.005	5,958,131	57,068,888	0.684	0.765	1.064	1,234.400024	0	240,402.75
ZNTL	2022-12-02	-0.076	0.004	5,781,720	57,071,728	0.684	0.76	0.51	1,249.300049	0	527,933.1875
ZNTL	2022-12-09	-0.078	-0.002	5,781,720	57,070,916	0.685	0.763	0.362	1,110.599976	0	423,557.1875
ZNTL	2022-12-16	-0.056	0.022	6,046,792	57,067,140	0.694	0.75	0.589	1,130.5	0	488,649.59375
ZNTL	2022-12-23	-0.053	0.003	6,046,792	57,067,828	0.697	0.75	0.56	1,043.199951	0	380,033.96875
ZNTL	2022-12-30	-0.068	-0.015	5,563,781	57,070,512	0.69	0.758	0.551	1,149.400024	0	647,026.5
ZNTL	2023-01-06	-0.071	-0.003	5,563,781	57,067,424	0.691	0.762	0.408	1,210.400024	0	768,930
ZNTL	2023-01-13	-0.092	-0.021	5,563,781	57,068,964	0.691	0.783	1.055	1,423.300049	0	845,806.375
ZNTL	2023-01-20	-0.069	0.023	6,367,402	57,069,472	0.707	0.775	0.518	1,355.400024	0	446,783.5
ZNTL	2023-01-27	-0.041	0.028	6,367,402	57,068,816	0.707	0.748	0.544	1,343.400024	0	333,410.8125
ZNTL	2023-02-03	-0.04	0	7,871,729	57,067,408	0.727	0.767	0.348	1,329.099976	0	528,451
ZNTL	2023-02-10	-0.037	0.003	7,871,729	57,070,564	0.728	0.765	0.643	1,172.800049	0	494,064.59375
ZNTL	2023-02-17	-0.027	0.01	7,507,921	57,071,320	0.724	0.751	0.433	1,128.300049	0	530,968.1875
ZNTL	2023-02-24	-0.033	-0.006	7,507,921	57,068,596	0.726	0.759	0.834	1,064.900024	0	568,755.5
ZNTL	2023-03-03	-0.034	-0.001	7,909,255	59,420,508	0.73	0.764	0.63	1,158.699951	0	380,957
ZNTL	2023-03-10	-0.032	0.002	7,909,255	59,417,600	0.73	0.762	0.32	959	0	408,712.40625
ZNTL	2023-03-17	0.006	0.038	8,005,304	59,415,828	0.733	0.727	0.379	1,118.800049	0	755,947.625
ZNTL	2023-03-24	-0.007	-0.013	8,005,304	59,416,912	0.734	0.741	0.31	1,019	0	708,138.625
ZNTL	2023-03-31	-0.019	-0.012	8,075,069	59,418,600	0.733	0.752	0.48	1,022	0	618,134
ZNTL	2023-04-07	-0.015	0.004	8,075,069	59,415,692	0.733	0.748	0.423	1,067.699951	0	456,008
ZNTL	2023-04-14	-0.011	0.004	8,075,069	59,418,860	0.734	0.745	0.31	1,083.800049	0	555,930.8125
ZNTL	2023-04-21	-0.012	-0.001	8,895,297	59,419,048	0.737	0.749	0.479	1,247.800049	0	506,371.59375
ZNTL	2023-04-28	-0.008	0.004	8,895,297	59,418,972	0.738	0.746	1.038	1,309	0	717,950
ZNTL	2023-05-05	0.01	0.017	9,010,164	59,416,780	0.74	0.731	0.25	1,324.400024	0	912,066.8125
ZNTL	2023-05-12	-0.008	-0.018	9,010,164	59,479,364	0.743	0.751	0.444	1,599.400024	0	879,794.375
ZNTL	2023-05-19	-0.01	-0.002	9,834,433	59,476,276	0.751	0.761	0.335	1,567.199951	0	781,388.625
ZNTL	2023-05-26	-0.007	0.003	9,834,433	59,477,540	0.752	0.758	0.558	1,787.300049	0	1,958,309
ZNTL	2023-06-02	-0.008	-0.002	10,621,144	59,478,492	0.756	0.764	0.465	1,562.5	0	1,361,546.75
ZNTL	2023-06-09	-0.005	0.004	10,621,144	59,479,292	0.757	0.761	0.703	1,393.599976	0	1,303,494.75
ZNTL	2023-06-16	0.007	0.012	12,302,338	59,478,636	0.768	0.761	0.336	1,642.800049	0	1,319,851.625
ZNTL	2023-06-23	0.014	0.007	12,302,338	59,479,312	0.769	0.755	0.34	1,724.900024	0	1,450,651.25
ZNTL	2023-06-30	0.049	0.036	13,269,234	59,478,912	0.771	0.722	0.166	1,677.900024	0	612,577.375
ZNTL	2023-07-07	0.117	0.067	13,269,234	59,477,504	0.772	0.655	0.216	1,639.199951	0	270,886.03125
ZNTL	2023-07-14	0.092	-0.025	13,269,234	59,477,236	0.772	0.68	0.158	1,672.5	0	435,995.59375
ZNTL	2023-07-21	0.089	-0.003	14,503,389	59,476,900	0.778	0.689	0.139	1,557.699951	0	401,097.8125
ZNTL	2023-07-28	0.126	0.037	14,503,389	59,476,440	0.779	0.653	0.147	1,590.400024	0	397,717.8125
ZNTL	2023-08-04	0.214	0.087	13,722,617	59,478,688	0.777	0.564	0.023	1,563.099976	0	313,967.40625
ZNTL	2023-08-11	0.154	-0.06	13,722,617	70,609,760	0.771	0.618	0.215	1,910.699951	0	462,161.8125
ZNTL	2023-08-18	0.16	0.006	13,320,663	70,610,664	0.774	0.615	0.7	1,815.400024	0	557,027.1875
ZNTL	2023-08-25	0.194	0.035	13,320,663	70,609,608	0.775	0.58	0.026	1,806.900024	0	347,364.1875
ZNTL	2023-09-01	0.215	0.02	12,385,818	70,607,960	0.772	0.557	0.03	1,916.300049	0	369,721.1875
ZNTL	2023-09-08	0.134	-0.081	12,385,818	70,609,176	0.772	0.638	0.178	1,785	0	504,074.5
ZNTL	2023-09-15	0.145	0.011	12,002,641	70,610,848	0.771	0.625	0.278	1,653	0	915,536.625
ZNTL	2023-09-22	0.101	-0.044	12,002,641	70,611,192	0.771	0.67	0.327	1,501.900024	0	710,355.9375
ZNTL	2023-09-29	0.111	0.01	12,002,641	70,608,176	0.773	0.662	0.219	1,416.400024	0	1,033,155
ZNTL	2023-10-06	0.09	-0.021	11,294,503	70,608,176	0.774	0.683	0.618	1,416.400024	0	748,336
ZNTL	2023-10-13	0.09	-0	11,294,503	70,607,176	0.774	0.684	0.259	1,337.300049	0	929,075.8125
ZNTL	2023-10-20	0.098	0.007	11,276,824	70,607,240	0.776	0.678	0.263	1,267.400024	0	757,277
ZNTL	2023-10-27	0.094	-0.003	11,276,824	70,611,104	0.777	0.682	0.361	1,143.900024	0	916,595.1875
ZNTL	2023-11-03	0.086	-0.009	10,704,763	70,609,624	0.773	0.687	0.207	1,262.5	0	743,655.8125
ZNTL	2023-11-10	0.075	-0.011	10,704,763	70,762,192	0.773	0.698	0.438	696.299988	0	3,840,782.75
ZNTL	2023-11-17	0.064	-0.011	11,143,689	70,766,520	0.78	0.716	0.332	803.200012	0	1,087,181
ZNTL	2023-11-24	0.106	0.042	11,143,689	70,764,976	0.781	0.675	0.198	767.799988	0	394,957
ZNTL	2023-12-01	0.126	0.019	10,579,597	70,767,200	0.779	0.653	0.336	802.5	0	541,808.1875
ZNTL	2023-12-08	0.057	-0.068	10,579,597	70,763,888	0.78	0.722	0.284	917.099976	0	619,250.625
ZNTL	2023-12-15	0.086	0.029	11,094,615	70,763,456	0.785	0.698	0.344	1,038.099976	0	1,730,699.375
ZNTL	2023-12-22	0.059	-0.027	11,094,615	70,763,360	0.785	0.726	0.267	1,019.700012	0	1,043,947.8125
ZNTL	2023-12-29	0.056	-0.003	11,094,615	70,765,680	0.788	0.732	0.309	1,072.099976	0	660,035.9375
ZNTL	2024-01-05	0.004	-0.052	11,592,612	70,766,728	0.793	0.789	0.182	1,089.099976	0	669,343.5
ZNTL	2024-01-12	-0.001	-0.005	11,592,612	70,764,368	0.793	0.794	0.347	1,009.099976	0	814,122.625
ZNTL	2024-01-19	0.028	0.03	12,745,086	70,768,032	0.799	0.771	0.213	912.200012	0	590,687.75
ZNTL	2024-01-26	0.03	0.002	12,745,086	70,764,984	0.799	0.769	0.253	897.299988	0	589,767.1875
ZNTL	2024-02-02	0.013	-0.017	13,070,427	70,767,904	0.802	0.789	0.176	820.200012	0	751,382.625
ZNTL	2024-02-09	0.015	0.002	13,070,427	70,765,216	0.802	0.787	0.306	813.799988	0	646,813.625
ZNTL	2024-02-16	0.041	0.025	13,670,483	70,763,296	0.805	0.764	0.194	917.799988	0	741,212.0625
ZNTL	2024-02-23	0.02	-0.021	13,670,483	70,762,456	0.806	0.786	0.234	965.200012	0	1,000,052.5
ZNTL	2024-03-01	0.023	0.003	14,327,579	70,962,040	0.804	0.781	0.275	1,084.300049	0	1,183,828.25
ZNTL	2024-03-08	0.006	-0.016	14,327,579	70,961,656	0.805	0.798	0.241	1,092.099976	4,056,000	912,028.0625
ZNTL	2024-03-15	0.007	0.001	14,560,228	70,956,704	0.81	0.803	0.276	1,016.099976	8,112,000	1,416,374
ZNTL	2024-03-22	0.025	0.018	14,560,228	70,959,712	0.811	0.786	0.209	968.599976	12,167,999	552,922
ZNTL	2024-03-29	0.046	0.021	14,560,228	70,958,120	0.812	0.766	0.228	1,118.300049	16,224,000	572,054.75
ZNTL	2024-04-05	0.025	-0.021	16,735,039	70,961,544	0.816	0.791	0.426	1,070.099976	20,280,000	650,470.625
ZNTL	2024-04-12	0.018	-0.007	15,527,626	70,961,968	0.815	0.797	0.381	951.599976	24,335,998	769,724.8125
ZNTL	2024-04-19	0.052	0.034	15,527,626	70,956,784	0.816	0.763	0.38	919.599976	28,392,000	718,581.625
ZNTL	2024-04-26	0.059	0.007	15,527,626	70,958,408	0.817	0.758	0.253	784.799988	32,448,000	627,389.375
ZNTL	2024-05-03	0.067	0.008	16,637,859	70,956,448	0.822	0.755	0.152	830.900024	36,504,000	681,439.625
ZNTL	2024-05-10	0.076	0.008	16,637,859	71,012,760	0.823	0.748	0.395	890.5	40,560,000	607,763
ZNTL	2024-05-17	0.072	-0.004	17,503,050	71,010,776	0.825	0.753	0.127	857.099976	37,440,000	524,849.1875
ZNTL	2024-05-24	0.086	0.014	17,503,050	71,011,528	0.826	0.739	0.397	800.299988	34,320,000	441,754.59375
ZNTL	2024-05-31	0.059	-0.027	18,533,392	71,010,104	0.83	0.771	0.16	843.599976	31,200,000	726,035.9375
ZNTL	2024-06-07	0.039	-0.02	18,533,392	71,016,952	0.823	0.784	0.143	754.200012	28,080,002	500,846.8125
ZNTL	2024-06-14	0.079	0.04	18,533,392	71,018,096	0.824	0.745	0.047	627.799988	24,960,000	880,161.625
ZNTL	2024-06-21	0.084	0.005	17,514,952	71,010,520	0.819	0.736	0.399	337.299988	21,839,998	8,755,182
ZNTL	2024-06-28	-0.026	-0.11	17,514,952	71,002,440	0.821	0.847	0.194	290.399994	18,720,000	2,019,497.75
ZNTL	2024-07-05	0.019	0.045	17,844,766	71,022,104	0.822	0.803	0.166	257.100006	15,600,000	976,677.75
ZNTL	2024-07-12	0.006	-0.013	17,844,766	71,007,552	0.823	0.817	0.16	281.899994	12,480,000	1,380,179.75
ZNTL	2024-07-19	-0.02	-0.026	9,618,824	71,000,000	0.788	0.808	0.324	262.700012	9,360,000	997,683
ZNTL	2024-07-26	0.008	0.028	9,618,824	71,006,712	0.789	0.781	0.332	317.399994	6,240,000	575,985

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