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
ZNB	2025-10-10	0.111	0.03	243,304	1,724.137939	0.932	0.821	0.836	0.3	13,182,563	325,480
ZNB	2025-10-17	0.038	-0.073	911,750	1,807.229004	0.932	0.894	0.027	0.3	13,182,563	39,000
ZNB	2025-10-24	0.087	0.049	911,750	1,898.734009	0.932	0.845	0.009	0.3	13,182,563	8,520
ZNB	2025-10-31	0.078	-0.009	1,298,011	1,550.387939	0.933	0.855	0.003	0.2	13,182,563	5,400
ZNB	2025-11-07	0.072	-0.006	1,298,011	1,834.862061	0.933	0.861	0.053	0.2	13,182,563	6,340
ZNB	2025-11-14	0.086	0.014	1,298,011	11,428.572266	0.934	0.847	0.002	1.2	13,182,563	4,780
ZNB	2025-11-21	0.012	-0.074	1,527,335	10,526.316406	0.934	0.922	0.002	0.8	0	5,040
ZNB	2025-11-28	0.015	0.003	1,527,335	11,235.955078	0.935	0.92	0.001	1	0	3,550
ZNB	2025-12-05	0.01	-0.005	1,004,019	10,958.904297	0.934	0.924	0.011	0.8	0	3,140
ZNB	2025-12-12	0.008	-0.003	1,004,019	11,111.111328	0.934	0.927	0.002	0.8	0	3,200
ZNB	2025-12-19	0.018	0.011	357,789	10,769.230469	0.935	0.917	0.616	0.7	0	27,160
ZNB	2025-12-26	-0.018	-0.036	357,789	10,900.03125	0.936	0.954	0.015	0.7	0	9,650
ZNB	2026-01-02	0.009	0.027	616,672	11,290.322266	0.936	0.927	0.004	0.7	0	4,325
ZNB	2026-01-09	0.019	0.01	616,672	11,392.404297	0.937	0.917	0.003	0.9	0	2,700
ZNB	2026-01-16	-0	-0.02	1,473,102	10,606.060547	0.938	0.939	0.019	0.7	0	6,340
ZNB	2026-01-23	0.03	0.031	1,473,102	11,666.666992	0.938	0.908	0.003	0.7	0	9,250
ZNB	2026-01-30	0.02	-0.01	1,228,030	11,392.404297	0.936	0.916	0.029	0.9	0	48,400
ZNB	2026-02-06	-0.029	-0.05	1,228,030	10,000	0.936	0.966	0.007	0.5	0	14,480
ZNB	2026-02-13	-0.006	0.023	1,228,030	13,043.478516	0.936	0.942	0.023	0.3	0	45,200
ZNB	2026-02-20	0.019	0.025	1,412,949	12,000	0.937	0.918	0.025	0.3	0	72,050
ZNB	2026-02-27	0.016	-0.003	1,412,949	11,538.461914	0.937	0.92	0.002	0.3	0	4,300
ZNB	2026-03-06	-0.005	-0.021	1,630,740	9,074.40918	0.936	0.941	0.002	0.2	0	6,240
ZNB	2026-03-13	0.014	0.019	1,630,740	17,211.703125	0.935	0.921	0.041	0.1	0	107,240
ZNB	2026-03-20	0.026	0.012	1,254,991	0	0.967	0.941	0.052	0	0	104,300
ZNB	2026-03-27	-0.018	-0.045	1,254,991	0	0.967	0.986	0.024	0	0	49,040
ZNB	2026-04-03	0.05	0.068	39,467	0	0.967	0.917	12.124	0	0	957,000
ZNB	2026-04-10	-0.02	-0.07	39,467	0	0.967	0.987	1.168	0	0	73,640
ZNB	2026-04-17	-0.017	0.003	338,910.03125	0	0.967	0.984	0.084	0	0	45,400
ZNB	2026-04-24	-0.005	0.012	338,910.03125	0	0.967	0.972	0.057	0	0	30,980
ZNB	2026-05-01	-0.012	-0.006	142,376.984375	0	0.967	0.979	0.079	0	0	13,120
ZNB	2026-05-08	0.003	0.015	142,376.984375	0	0.967	0.964	0.097	0	0	17,760
ZNB	2026-05-15	-0.004	-0.007	138,950	0	0.968	0.972	0.09	0	0	20,000
ZNB	2026-05-22	0.004	0.008	138,950	0	0.968	0.964	0.108	0	0	23,120
ZNB	2026-05-29	-0.005	-0.008	138,950	0	0.968	0.973	0.066	0	0	18,250
ZNTL	2020-05-01	-0.149	0	457,745	32,873,120	0.342	0.491	6.054	1,028.599976	0	205,549.59375
ZNTL	2020-05-08	-0.139	0.01	457,745	32,873,458	0.343	0.482	31.487	1,093.699951	0	192,847.796875
ZNTL	2020-05-15	-0.011	0.128	817,580.0625	35,879,568	0.469	0.479	3.57	1,287	0	216,440.203125
ZNTL	2020-05-22	-0.01	0	817,580.0625	35,879,192	0.469	0.479	2.991	1,401.800049	0	173,598.40625
ZNTL	2020-05-29	-0	0.01	817,580.0625	35,878,972	0.469	0.47	3.758	1,873.599976	0	174,171.5
ZNTL	2020-06-05	0.074	0.075	1,140,100	35,879,388	0.547	0.473	2.568	1,636.099976	0	194,078.40625
ZNTL	2020-06-12	0.05	-0.024	1,140,100	35,878,424	0.547	0.497	4.06	1,505.099976	0	164,867.59375
ZNTL	2020-06-19	0.087	0.036	1,320,668	35,879,144	0.587	0.501	1.638	1,905.900024	0	404,169.40625
ZNTL	2020-06-26	0.054	-0.033	1,320,668	35,878,792	0.587	0.533	1.895	1,716.800049	0	550,263.1875
ZNTL	2020-07-03	0.083	0.029	1,418,525	35,878,672	0.603	0.52	2.093	1,721.099976	0	161,436.75
ZNTL	2020-07-10	0.093	0.01	1,418,525	35,877,500	0.603	0.51	2.349	1,435.099976	0	133,141.40625
ZNTL	2020-07-17	0.222	0.129	2,431,055	35,878,916	0.699	0.477	2.333	1,475.699951	0	94,387.203125
ZNTL	2020-07-24	0.23	0.008	2,431,055	35,877,304	0.699	0.468	0.992	1,421.099976	0	86,670.601563
ZNTL	2020-07-31	0.224	-0.006	2,290,273	35,878,260	0.693	0.469	1.249	1,237.800049	0	382,247.59375
ZNTL	2020-08-07	0.188	-0.036	2,290,273	35,878,260	0.696	0.508	1.417	1,237.800049	0	109,883.601563
ZNTL	2020-08-14	0.182	-0.007	2,290,273	40,003,036	0.678	0.496	1.042	1,316.099976	0	98,344.601563
ZNTL	2020-08-21	0.266	0.084	2,407,775	40,002,992	0.69	0.424	0.988	1,339.300049	0	68,390.398438
ZNTL	2020-08-28	0.214	-0.052	2,407,775	40,002,904	0.689	0.475	2.525	1,376.099976	0	145,250.203125
ZNTL	2020-09-04	0.223	0.009	2,442,492	40,003,700	0.695	0.472	2.103	1,081.300049	0	179,043.59375
ZNTL	2020-09-11	0.266	0.043	2,442,492	40,003,432	0.695	0.429	1.268	1,164.099976	0	73,998
ZNTL	2020-09-18	0.205	-0.06	2,368,127	40,003,404	0.689	0.484	4.665	1,176.099976	0	158,816.984375
ZNTL	2020-09-25	0.193	-0.013	2,368,127	40,003,444	0.688	0.496	1.292	1,160.900024	0	150,425.796875
ZNTL	2020-10-02	0.142	-0.051	1,842,253	40,003,132	0.639	0.497	1.003	1,277.300049	0	178,315.015625
ZNTL	2020-10-09	0.143	0	1,842,253	40,002,472	0.638	0.495	1.834	1,614.5	0	135,236
ZNTL	2020-10-16	0.152	0.009	2,105,958	40,002,380	0.655	0.503	1.248	1,680.099976	0	153,374.59375
ZNTL	2020-10-23	0.139	-0.013	2,105,958	40,002,400	0.655	0.516	2.337	1,667.300049	0	165,982.796875
ZNTL	2020-10-30	0.15	0.011	2,114,360	40,002,524	0.661	0.511	1.845	1,583.699951	0	223,599.015625
ZNTL	2020-11-06	0.127	-0.023	2,114,360	40,002,420	0.661	0.534	1.93	1,655.300049	0	248,768.984375
ZNTL	2020-11-13	0.112	-0.015	2,114,360	40,614,816	0.66	0.548	1.329	1,644.900024	0	284,360.40625
ZNTL	2020-11-20	0.134	0.022	2,312,660	40,613,040	0.674	0.54	1.236	1,868.199951	0	242,532
ZNTL	2020-11-27	0.121	-0.013	2,312,660	40,612,964	0.672	0.551	1.198	2,067.199951	0	305,257
ZNTL	2020-12-04	0.071	-0.049	2,143,928	40,613,968	0.66	0.588	1.116	2,070.5	0	383,710.1875
ZNTL	2020-12-11	0.072	0	2,143,928	40,613,464	0.66	0.588	4.682	2,111.899902	0	453,799.8125
ZNTL	2020-12-18	0.069	-0.003	1,995,015	40,614,244	0.646	0.577	2.32	2,076.199951	0	1,280,199.25
ZNTL	2020-12-25	0.022	-0.047	1,995,015	40,613,636	0.645	0.623	1.497	2,323.100098	0	478,784.25
ZNTL	2021-01-01	0.075	0.053	1,896,349	40,614,172	0.637	0.562	1.467	2,109.5	0	186,695.015625
ZNTL	2021-01-08	0.044	-0.031	1,896,349	40,613,272	0.637	0.593	1.381	2,013.199951	0	365,416.59375
ZNTL	2021-01-15	0.145	0.101	3,007,059	40,614,696	0.706	0.561	1.092	1,995.400024	0	249,476
ZNTL	2021-01-22	0.154	0.009	3,007,059	40,613,144	0.707	0.553	0.88	1,755.300049	0	292,793.5
ZNTL	2021-01-29	0.155	0.001	3,007,059	40,615,068	0.705	0.55	0.763	1,558.400024	0	306,421.59375
ZNTL	2021-02-05	0.15	-0.005	2,672,541	40,614,896	0.689	0.538	0.918	1,657.900024	0	162,077.796875
ZNTL	2021-02-12	0.139	-0.011	2,672,541	40,614,540	0.687	0.548	1.342	1,480.400024	0	183,162.203125
ZNTL	2021-02-19	0.153	0.013	2,630,661	40,613,260	0.692	0.539	1.135	1,556.300049	0	301,837.25
ZNTL	2021-02-26	0.15	-0.002	2,630,661	40,613,700	0.693	0.542	0.853	1,707.400024	0	258,019.59375
ZNTL	2021-03-05	0.126	-0.025	2,225,431	40,614,220	0.665	0.539	2.73	1,719.199951	0	324,488.1875
ZNTL	2021-03-12	0.129	0.003	2,225,431	40,613,572	0.664	0.536	2.433	2,065.199951	0	240,500.40625
ZNTL	2021-03-19	0.129	0	2,758,212	40,614,476	0.697	0.568	0.921	1,784.599976	0	368,256.8125
ZNTL	2021-03-26	0.143	0.014	2,758,212	41,039,592	0.694	0.551	0.777	1,689.599976	0	266,914.59375
ZNTL	2021-04-02	0.151	0.008	2,727,530	41,040,608	0.682	0.531	0.848	1,778.699951	0	171,012.984375
ZNTL	2021-04-09	0.14	-0.011	2,727,530	41,039,828	0.68	0.54	4.112	1,535.300049	0	314,311.40625
ZNTL	2021-04-16	0.121	-0.019	3,338,818	41,039,856	0.7	0.579	0.835	2,079.899902	0	547,048.625
ZNTL	2021-04-23	0.106	-0.015	3,338,818	41,039,904	0.698	0.592	0.778	2,427.100098	0	260,023.59375
ZNTL	2021-04-30	0.114	0.008	3,167,095	41,040,124	0.685	0.572	0.702	2,434.5	0	341,879.40625
ZNTL	2021-05-07	0.066	-0.048	3,167,095	41,040,892	0.684	0.618	1.068	2,428.800049	0	362,954.8125
ZNTL	2021-05-14	0.128	0.062	3,167,095	41,040,464	0.685	0.557	1.069	2,414	0	315,903.8125
ZNTL	2021-05-21	0.008	-0.119	2,233,461	41,314,840	0.627	0.619	1.926	2,397.5	0	291,171.59375
ZNTL	2021-05-28	0.003	-0.006	2,233,461	41,314,236	0.627	0.625	1.507	2,307.399902	0	270,033.40625
ZNTL	2021-06-04	0.063	0.06	2,528,380	41,314,832	0.641	0.578	1.454	2,158.699951	0	191,850
ZNTL	2021-06-11	-0.018	-0.08	2,528,380	41,314,104	0.641	0.659	0.914	2,320.199951	0	327,079.8125
ZNTL	2021-06-18	0.014	0.032	2,474,633	41,314,056	0.638	0.624	1.098	2,071.899902	0	346,760
ZNTL	2021-06-25	-0.06	-0.074	2,474,633	41,315,328	0.639	0.699	1.052	2,126.5	0	360,392.8125
ZNTL	2021-07-02	-0.095	-0.034	2,401,405	41,314,312	0.631	0.726	0.953	2,055.800049	0	555,495.625
ZNTL	2021-07-09	-0.093	0.002	2,401,405	41,314,728	0.631	0.724	0.829	2,162	0	363,612
ZNTL	2021-07-16	0.002	0.095	2,353,627	41,315,456	0.627	0.625	0.956	1,956.699951	0	231,113.40625
ZNTL	2021-07-23	-0.071	-0.073	2,353,627	41,313,984	0.628	0.699	1.405	2,106.600098	0	230,835.59375
ZNTL	2021-07-30	-0.071	0	2,283,103	41,315,540	0.625	0.695	1.45	2,198.399902	0	219,448.984375

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