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
ZTAQU	2022-01-07	-0.008	0.006	2,140	0	0.908	0.916	4.668	0	0	1,518.199951
ZTAQU	2022-01-14	-0.014	-0.005	2,140	0	0.907	0.921	0.901	0	0	326.200012
ZTAQU	2022-01-21	-0.015	-0.001	1,705	0	0.906	0.921	1.61	0	0	1.5
ZTAQU	2022-01-28	-0.014	0.001	1,705	0	0.906	0.919	136.942001	0	0	315
ZTAQU	2022-02-04	-0.007	0.006	1,355	0	0.905	0.912	39.542999	0	0	69,814.398438
ZTAQU	2022-02-11	-0.017	-0.01	1,355	0	0.904	0.921	3.081	0	0	855
ZTAQU	2022-02-18	-0.019	-0.002	1,182	0	0.904	0.923	1.549	0	0	1,254.800049
ZTAQU	2022-02-25	-0.016	0.003	1,182	0	0.904	0.92	130.070999	0	0	487
ZTAQU	2022-03-04	-0.02	-0.004	477	0	0.903	0.922	3.396	0	0	1,620
ZTAQU	2022-03-11	-0.02	-0	477	0	0.902	0.922	2.197	0	0	1,048.199951
ZTAQU	2022-03-18	-0.019	0.001	477	0	0.902	0.921	16.745001	0	0	4.6
ZTAQU	2022-03-25	-0.019	0	477	0	0.902	0.921	71.917	0	0	212.800003
ZTAQU	2022-04-01	-0.018	0	477	0	0.902	0.921	71.642998	0	0	2
ZTAQU	2022-04-08	-0.012	0.006	477	0	0.902	0.914	7.633	0	0	2,985
ZTAQU	2022-04-15	-0.02	-0.008	477	0	0.901	0.921	29.18	0	0	428.75
ZTAQU	2022-04-22	-0.02	-0	477	0	0.901	0.921	126.648003	0	0	38.599998
ZTAQU	2022-04-29	-0.019	0.001	909	0	0.901	0.92	2.261	0	0	946.200012
ZTAQU	2022-05-06	-0.02	-0.001	909	0	0.901	0.921	37.828999	0	0	88.800003
ZTAQU	2022-05-13	-0.016	0.004	909	0	0.901	0.917	0.926	0	0	810.400024
ZTAQU	2022-05-20	-0.02	-0.004	894	0	0.901	0.921	67.807999	0	0	115
ZTAQU	2022-05-27	-0.013	0.007	894	0	0.901	0.914	41.896999	0	0	4,511.399902
ZTAQU	2022-06-03	-0.019	-0.006	951	0	0.902	0.921	14.624	0	0	4
ZTAQU	2022-06-10	-0.018	0.001	951	0	0.902	0.92	88.478996	0	0	320.200012
ZTAQU	2022-06-17	-0.019	-0.001	1,542	0	0.902	0.921	8.557	0	0	100.400002
ZTAQU	2022-06-24	-0.013	0.005	1,542	0	0.902	0.916	4.867	0	0	6,929
ZTAQU	2022-07-01	-0.018	-0.005	1,002	0	0.902	0.92	0.551	0	0	552.599976
ZTAQU	2022-07-08	-0.02	-0.002	1,002	0	0.902	0.923	0	0	0	0
ZTAQU	2022-07-15	-0.022	-0.002	815	0	0.901	0.923	73.863998	0	0	0
ZTAQU	2022-07-22	-0.019	0.003	815	0	0.901	0.92	85.944	0	0	437.200012
ZTAQU	2022-07-29	-0.007	0.011	815	0	0.901	0.909	11.391	0	0	534
ZTAQU	2022-08-05	-0.018	-0.01	815	0	0.901	0.919	0.368	0	0	300
ZTAQU	2022-08-12	-0.01	0.007	815	0	0.902	0.912	187.962997	0	0	10,237.400391
ZTAQU	2022-08-19	-0.003	0.007	1,038	0	0.902	0.906	151.352005	0	0	374
ZTAQU	2022-08-26	-0.016	-0.012	1,038	0	0.903	0.918	13.669	0	0	10,906.799805
ZTAQU	2022-09-02	-0.023	-0.007	2,555	0	0.9	0.922	61.112999	0	0	4,844.399902
ZTAQU	2022-09-09	-0.017	0.006	2,555	0	0.9	0.917	1.471	0	0	157
ZTAQU	2022-09-16	-0.011	0.006	43,305	0	0.901	0.912	0.801	0	0	1,046.199951
ZTAQU	2022-09-23	-0.016	-0.005	43,305	0	0.901	0.917	0.254	0	0	185
ZTAQU	2022-09-30	-0.02	-0.004	25,454	0	0.901	0.921	0.431	0	0	1,489.400024
ZTAQU	2022-10-07	-0.015	0.005	25,454	0	0.901	0.917	0.772	0	0	20,486
ZTAQU	2022-10-14	-0.014	0.002	25,454	0	0.902	0.915	0.163	0	0	0
ZTAQU	2022-10-21	-0.019	-0.006	16,602	0	0.903	0.922	0.651	0	0	2,543
ZTAQU	2022-10-28	-0.011	0.009	16,602	0	0.903	0.914	4.207	0	0	215.800003
ZTAQU	2022-11-04	-0.004	0.006	1	0	0.903	0.908	152,262.875	0	0	68
ZTAQU	2022-11-11	-0.012	-0.008	1	0	0.904	0.916	10,029	0	0	2,633
ZTAQU	2022-11-18	-0.014	-0.002	409	0	0.904	0.917	7.778	0	0	90.199997
ZTAQU	2022-11-25	-0.021	-0.007	409	0	0.904	0.925	19.263	0	0	0
ZTAQU	2022-12-02	-0.016	0.005	54	0	0.904	0.92	179.076004	0	0	12,334.599609
ZTAQU	2022-12-09	-0.017	-0	54	0	0.905	0.921	254.766006	0	0	463.200012
ZTAQU	2022-12-16	-0.019	-0.002	54	0	0.906	0.926	645.393982	0	0	9,657
ZTAQU	2022-12-23	-0.016	0.003	54	0	0.909	0.925	157.852005	0	0	1,500.400024
ZTAQU	2023-01-20	-0.004	0.012	109	0	0.912	0.917	26.735001	0	0	26.25
ZTAQU	2023-01-27	-0.004	0.001	109	0	0.912	0.916	1.585	0	0	172.800003
ZTAQU	2023-02-03	0	0.004	104	0	0.914	0.914	2,243.926025	0	0	1,049
ZTAQU	2023-02-10	0.009	0.009	104	0	0.914	0.905	32.25	0	0	703.799988
ZTAQU	2023-02-17	0.002	-0.008	109	0	0.914	0.912	2,135.504883	0	0	0
ZTAQU	2023-02-24	-0.003	-0.005	109	0	0.915	0.918	17.924999	0	0	100
ZTAQU	2023-03-03	0.008	0.011	116	0	0.916	0.908	568.22998	0	0	1,632.800049
ZTAQU	2023-03-10	-0.003	-0.011	116	0	0.916	0.92	3.509	0	0	0
ZTAQU	2023-03-17	-0.001	0.003	25	0	0.918	0.918	398.975006	0	0	280
ZTAQU	2023-03-24	-0.001	-0.001	25	0	0.918	0.92	199.945007	0	0	21.4
ZTAQU	2023-04-21	0	0.002	153	0	0.918	0.918	59.782001	0	0	211.399994
ZTAQU	2023-04-28	0.005	0.005	153	0	0.919	0.913	6.196	0	0	948
ZTAQU	2023-05-19	0.014	0.009	139	0	0.922	0.908	99.371002	0	0	5,000
ZTAQU	2023-05-26	0.014	-0	139	0	0.922	0.908	1,122.422974	0	0	1,051.599976
ZTAQU	2023-06-02	0.004	-0.011	139	0	0.922	0.919	512.895996	0	0	872.75
ZTAQU	2023-06-09	0.021	0.018	139	0	0.923	0.902	521.890015	0	0	31,297
ZTAQU	2023-06-16	-0.003	-0.025	1,938	0	0.924	0.927	18.514999	0	0	2,412.75
ZTEK	2022-03-25	-0.042	0	453,889	92,727,280	0.191	0.232	4.154	265.200012	440,952.5	4,688,951.5
ZTEK	2022-04-01	0.09	0.132	478,332	92,727,280	0.197	0.106	1.085	285.600006	383,880.25	284,336.8125
ZTEK	2022-04-08	0.115	0.025	478,332	92,720,848	0.197	0.081	4.02	262.399994	326,808	136,890.59375
ZTEK	2022-04-15	0.164	0.048	537,358	92,713,752	0.207	0.043	0.507	249.399994	269,735.75	88,777.75
ZTEK	2022-04-22	0.114	-0.05	537,358	92,716,048	0.206	0.093	0.752	225.300003	212,663.5	67,887.203125
ZTEK	2022-04-29	0.139	0.025	413,838.03125	92,702,704	0.187	0.048	0.5	240.100006	155,591.25	43,300.199219
ZTEK	2022-05-06	0.154	0.015	413,838.03125	92,727,264	0.187	0.034	0.338	224.399994	98,519	30,760.599609
ZTEK	2022-05-13	0.101	-0.052	413,838.03125	92,741,112	0.188	0.087	4.824	182.699997	41,446.753906	135,948.984375
ZTEK	2022-05-20	0.103	0.002	458,422.03125	92,721,344	0.196	0.092	0.78	170.699997	-15,625.5	24,947.800781
ZTEK	2022-05-27	0.132	0.028	458,422.03125	92,699,112	0.196	0.064	0.325	209.5	-72,697.75	49,015.398438
ZTEK	2022-06-03	0.13	-0.002	457,881	92,709,360	0.194	0.065	0.417	188.199997	-129,770	41,783.753906
ZTEK	2022-06-10	0.132	0.003	457,881	92,713,568	0.194	0.062	0.441	184.5	-186,842.25	31,221.400391
ZTEK	2022-06-17	0.115	-0.018	365,379	92,742,856	0.176	0.061	0.576	162.300003	-243,914.5	23,294.400391
ZTEK	2022-06-24	0.096	-0.018	365,379	92,712,768	0.176	0.08	0.994	174.300003	-300,986.75	35,827.5
ZTEK	2022-07-01	0.103	0.007	280,685	99,235,288	0.155	0.052	0.878	168.699997	-358,059	25,231.599609
ZTEK	2022-07-08	0.084	-0.019	280,685	99,238,576	0.155	0.071	0.604	195.5	-358,059	23,175.5
ZTEK	2022-07-15	0.109	0.024	260,660	99,254,384	0.142	0.034	0.678	226.300003	-358,059	35,117.800781
ZTEK	2022-07-22	0.095	-0.013	260,660	99,230,776	0.143	0.047	0.715	232.199997	-358,059	18,054.199219
ZTEK	2022-07-29	0.104	0.009	260,660	99,267,240	0.143	0.038	0.51	230.300003	-222,671.015625	21,795.800781
ZTEK	2022-08-05	0.038	-0.067	194,735.015625	99,242,768	0.129	0.091	0.767	222.800003	-87,283	20,071.599609
ZTEK	2022-08-12	0.077	0.039	194,735.015625	99,359,600	0.128	0.051	0.743	201.699997	48,105	24,537.800781
ZTEK	2022-08-19	0.066	-0.011	74,790	99,368,936	0.089	0.023	1.932	204.699997	44,668.929688	24,710.599609
ZTEK	2022-08-26	0.049	-0.017	74,790	99,365,080	0.089	0.04	2.23	187.800003	41,232.855469	26,251.199219
ZTEK	2022-09-02	0.01	-0.039	63,782	99,337,024	0.083	0.074	0.196	179.800003	37,796.785156	12,500.200195
ZTEK	2022-09-09	0.031	0.021	63,782	99,384,616	0.083	0.052	17.007	193.800003	34,360.714844	18,511
ZTEK	2022-09-16	-0.023	-0.054	1,335	99,343,432	0.005	0.028	105.061996	196.699997	30,924.642578	6,452.799805
ZTEK	2022-09-23	-0.018	0.005	1,335	99,356,720	0.006	0.024	78.902	169.899994	27,488.572266	19,664.199219
ZTEK	2022-09-30	-0.038	-0.019	1,418	99,337,352	0.005	0.043	201.643005	164.899994	24,052.5	19,236.800781
ZTEK	2022-10-07	-0.012	0.026	1,418	99,350,656	0.005	0.018	186.352005	153	20,616.427734	44,363.199219
ZTEK	2022-10-14	-0.019	-0.007	1,418	99,375,000	0.006	0.025	102.264999	143.100006	17,180.357422	21,267.800781
ZTEK	2022-10-21	-0.045	-0.025	3,400	99,363,056	0.012	0.056	92.259003	156	13,744.286133	37,130.800781
ZTEK	2022-10-28	-0.023	0.022	3,400	99,375,000	0.012	0.035	46.071999	159	10,308.213867	18,865.199219

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