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
ZIM	2026-04-24	-0.124	0.008	3,809,528	120,466,640	0.478	0.603	5.778	3,123.699951	1,431,779,968	1,004,200
ZIM	2026-05-01	-0.117	0.007	3,108,732	120,464,232	0.428	0.545	0.303	3,165.800049	1,422,960,000	941,000
ZIM	2026-05-08	-0.231	-0.114	3,108,732	120,465,992	0.429	0.659	6.846	3,205.600098	1,414,140,032	3,005,000
ZIM	2026-05-15	-0.186	0.045	3,274,394	120,465,392	0.445	0.63	5.153	3,080.300049	1,405,319,936	983,600
ZIM	2026-05-22	-0.157	0.029	3,274,394	120,475,440	0.445	0.602	6.55	3,040.800049	1,396,499,968	847,600
ZIM	2026-05-29	-0.221	-0.064	3,274,394	120,476,800	0.446	0.667	6.035	2,830	1,396,499,968	1,353,750
ZINGU	2022-01-14	-0.014	0	1,276	0	0.907	0.921	17.857	0	0	41,569
ZINGU	2022-01-21	-0.015	-0.001	1,178	0	0.906	0.921	17.362	0	0	24,495.75
ZINGU	2022-01-28	-0.019	-0.004	1,178	0	0.906	0.924	70.271004	0	0	126,726
ZINGU	2022-02-04	-0.003	0.015	3,056	0	0.905	0.908	16.966	0	0	1,084.599976
ZINGU	2022-02-11	-0.007	-0.004	3,056	0	0.904	0.911	5.471	0	0	201.399994
ZINGU	2022-02-18	-0.018	-0.011	395	0	0.904	0.922	21.754999	0	0	5,002.399902
ZINGU	2022-02-25	-0.008	0.01	395	0	0.904	0.912	38.993	0	0	521.25
ZINGU	2022-03-04	-0.01	-0.002	8,613	0	0.903	0.913	0.599	0	0	5,159
ZINGU	2022-03-11	-0.008	0.002	8,613	0	0.902	0.91	0.288	0	0	40
ZINGU	2022-03-18	-0.008	-0	477	0	0.902	0.91	92.323997	0	0	62
ZINGU	2022-03-25	-0.011	-0.003	477	0	0.902	0.913	10.512	0	0	5,014.399902
ZINGU	2022-04-01	-0.012	-0.002	395	0	0.902	0.915	60.165001	0	0	1,271.400024
ZINGU	2022-04-08	-0.003	0.009	395	0	0.902	0.905	13.233	0	0	2,365
ZINGU	2022-04-15	-0.01	-0.007	396	0	0.901	0.911	110.487	0	0	554
ZINGU	2022-04-22	-0.01	-0.001	396	0	0.901	0.911	133.835999	0	0	495.200012
ZINGU	2022-04-29	-0.01	-0	411	0	0.901	0.911	55.473999	0	0	23.200001
ZINGU	2022-05-06	-0.012	-0.002	411	0	0.901	0.914	128.283005	0	0	58,838.800781
ZINGU	2022-05-13	-0.012	0	411	0	0.901	0.914	203.585007	0	0	1,283.400024
ZINGU	2022-05-20	-0.013	-0.001	411	0	0.901	0.914	54.269001	0	0	2,416.800049
ZINGU	2022-05-27	-0.011	0.002	411	0	0.901	0.913	36.543999	0	0	1,897.599976
ZINGU	2022-06-03	-0.009	0.002	814	0	0.902	0.911	34.226002	0	0	9.25
ZINGU	2022-06-10	-0.015	-0.005	814	0	0.902	0.917	34.313999	0	0	8,230.599609
ZINGU	2022-06-17	-0.012	0.003	219	0	0.902	0.914	41.576	0	0	1,311.199951
ZINGU	2022-06-24	-0.008	0.004	219	0	0.902	0.91	3.867	0	0	483.5
ZINGU	2022-07-01	-0.008	-0	2,380	0	0.902	0.91	33.900002	0	0	60.400002
ZINGU	2022-07-08	-0.009	-0.001	2,380	0	0.902	0.911	3.034	0	0	0.25
ZINGU	2022-07-15	-0.009	-0	12	0	0.901	0.91	455.562012	0	0	4.8
ZINGU	2022-07-22	-0.003	0.006	12	0	0.901	0.904	279.593994	0	0	1,501
ZINGU	2022-07-29	-0.003	0	12	0	0.901	0.904	684.937988	0	0	2,405
ZINGU	2022-08-05	-0.003	-0	12	0	0.901	0.905	125.417	0	0	1,505
ZINGU	2022-08-12	-0.018	-0.015	12	0	0.902	0.92	1,642.406006	0	0	11,494.599609
ZINGU	2022-08-19	-0.011	0.007	13	0	0.903	0.913	1,576.13501	0	0	1,169.199951
ZINGU	2022-08-26	-0.01	0.001	13	0	0.903	0.913	1,622.61499	0	0	1,046.199951
ZINGU	2022-09-02	-0.013	-0.003	216	0	0.9	0.913	250.619003	0	0	1,815.199951
ZINGU	2022-09-09	-0.01	0.003	216	0	0.9	0.91	7.171	0	0	2.5
ZINGU	2022-09-16	-0.013	-0.003	210	0	0.901	0.914	251.044998	0	0	0
ZINGU	2022-09-23	-0.004	0.009	210	0	0.901	0.905	11.711	0	0	1,600
ZINGU	2022-09-30	-0.008	-0.004	210	0	0.901	0.909	192.145004	0	0	1,200.800049
ZINGU	2022-10-07	-0.004	0.004	210	0	0.901	0.905	7.317	0	0	1,653.800049
ZINGU	2022-10-14	-0.015	-0.011	210	0	0.902	0.917	213.001999	0	0	8,066.799805
ZINGU	2022-10-21	-0.015	-0	210	0	0.903	0.918	74.996002	0	0	3,027.399902
ZINGU	2022-10-28	-0.007	0.008	210	0	0.903	0.911	100.188004	0	0	900
ZINGU	2022-11-04	-0.017	-0.009	96	0	0.903	0.92	122.440002	0	0	10,774.200195
ZINGU	2022-11-11	-0.011	0.006	96	0	0.904	0.914	422.11499	0	0	1,322.199951
ZINGU	2022-11-18	-0.014	-0.003	169	0	0.904	0.917	192.897003	0	0	20,001.199219
ZINGU	2022-11-25	-0.007	0.007	169	0	0.904	0.911	184.923996	0	0	0
ZINGU	2022-12-02	-0.012	-0.005	107	0	0.904	0.916	455.864014	0	0	40,100
ZINGU	2022-12-09	-0.005	0.007	107	0	0.905	0.91	21.735001	0	0	40
ZINGU	2022-12-16	-0.005	0.001	107	0	0.906	0.911	438.181	0	0	0
ZINGU	2022-12-23	-0.002	0.003	107	0	0.909	0.91	16.804001	0	0	123.599998
ZINGU	2022-12-30	-0	0.001	6	0	0.911	0.911	2,322.75	0	0	25
ZINGU	2023-01-06	-0.008	-0.007	6	0	0.912	0.919	0	0	0	0
ZINGU	2023-01-13	-0.004	0.003	6	0	0.912	0.917	387.604004	0	0	0.2
ZINGU	2023-01-20	-0.014	-0.01	323	0	0.912	0.926	2.622	0	0	0
ZINGU	2023-01-27	-0.008	0.006	323	0	0.912	0.92	6.686	0	0	121.199997
ZINGU	2023-02-03	-0.006	0.002	323	0	0.914	0.92	94.509003	0	0	110
ZINGU	2023-02-10	-0.004	0.002	323	0	0.914	0.918	7.2	0	0	0
ZINGU	2023-02-17	-0.003	0.001	317	0	0.914	0.917	254.278	0	0	0
ZINGU	2023-02-24	-0.004	-0.001	317	0	0.915	0.919	50.372002	0	0	0
ZINGU	2023-03-03	0.002	0.006	317	0	0.916	0.914	4.792	0	0	252.199997
ZINGU	2023-03-10	0.002	0.001	317	0	0.916	0.914	11.402	0	0	41
ZINGU	2023-04-21	0.006	0.004	427	0	0.918	0.912	40.534	0	0	10,701
ZINGU	2023-04-28	0.001	-0.005	427	0	0.919	0.918	0	0	0	0
ZINGU	2023-05-05	0.004	0.003	427	0	0.92	0.916	194.238998	0	0	300
ZINGU	2023-05-12	0.004	0.001	427	0	0.921	0.917	93.065002	0	0	60
ZINGU	2023-05-19	0.004	-0.001	428	0	0.922	0.918	0.048	0	0	20.4
ZINGU	2023-05-26	0.008	0.004	428	0	0.922	0.915	1.502	0	0	0.2
ZINGU	2023-06-02	0.021	0.013	428	0	0.922	0.902	44.995998	0	0	19,258.25
ZINGU	2023-06-09	0.012	-0.009	428	0	0.923	0.911	193.348007	0	0	400.600006
ZINGU	2023-06-16	0.013	0.001	428	0	0.924	0.911	1.733	0	0	40
ZINGU	2023-06-23	0.014	0	428	0	0.925	0.911	12.453	0	0	206
ZINGU	2023-06-30	0.014	0	428	0	0.925	0.911	39.699001	0	0	80.199997
ZINGU	2023-07-07	0.013	-0.001	428	0	0.925	0.912	46.166	0	0	100.25
ZINGU	2023-07-14	0.016	0.004	428	0	0.926	0.909	64.082001	0	0	47.599998
ZINGU	2023-07-21	0.021	0.004	113	0	0.926	0.906	76.375999	0	0	119.599998
ZINGU	2023-07-28	0.023	0.002	113	0	0.927	0.904	716.145996	0	0	550.200012
ZINGU	2023-08-04	0.015	-0.007	113	0	0.927	0.911	466.134003	0	0	80
ZINGU	2023-08-11	0.014	-0.001	113	0	0.927	0.913	152.835007	0	0	25
ZION	2003-08-01	-0.087	0	1,105,852	90,140,848	0.571	0.658	7.671	5,056	354,821,696	634,800
ZION	2003-08-08	-0.089	-0.002	1,105,852	90,140,912	0.571	0.66	10.289	5,117.299805	355,714,848	609,600
ZION	2003-08-15	-0.095	-0.006	1,105,852	89,734,016	0.574	0.668	7.883	5,094.200195	356,607,968	376,000
ZION	2003-08-22	-0.073	0.022	1,105,852	89,735,672	0.574	0.647	4.219	5,058.399902	363,714,688	367,200
ZION	2003-08-29	-0.079	-0.006	1,105,852	89,734,624	0.574	0.653	5.774	5,004.5	370,821,376	364,800
ZION	2003-09-05	0.027	0.106	1,736,287	89,735,432	0.662	0.635	5.052	5,053.899902	377,928,064	433,750.03125
ZION	2003-09-12	0.026	-0.001	1,736,287	89,735,208	0.663	0.637	6.393	5,049.399902	385,034,784	405,600
ZION	2003-09-19	0.028	0.002	1,736,287	89,734,616	0.663	0.635	7.941	5,207.299805	392,141,472	445,200
ZION	2003-09-26	0.003	-0.025	1,736,287	89,733,952	0.663	0.66	5.859	4,991.899902	399,248,160	330,400
ZION	2003-10-03	-0.002	-0.005	1,449,302	89,735,112	0.637	0.64	4.781	5,183.100098	406,354,848	498,400
ZION	2003-10-10	-0.009	-0.006	1,449,302	89,735,120	0.637	0.645	6.166	5,352.700195	413,461,536	499,000
ZION	2003-10-17	-0.032	-0.024	1,449,302	89,734,736	0.637	0.669	5.247	5,277.299805	420,568,224	473,800
ZION	2003-10-24	-0.014	0.018	1,449,302	89,734,768	0.637	0.651	5.496	5,244.100098	427,674,912	510,000
ZION	2003-10-31	-0.047	-0.033	1,393,333	89,734,104	0.615	0.663	5.616	5,500.700195	434,781,600	463,000
ZION	2003-11-07	-0.055	-0.008	1,393,333	89,735,424	0.615	0.67	3.795	5,664.100098	441,888,320	550,000
ZION	2003-11-14	-0.061	-0.005	1,393,333	89,859,064	0.618	0.678	7.53	5,674.600098	448,995,008	491,200

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