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
ZTEK	2024-10-04	0.098	0.008	556,268.0625	101,210,288	0.179	0.081	0.263	66.900002	10,982.922852	18,949.599609
ZTEK	2024-10-11	0.104	0.006	556,268.0625	101,166,664	0.179	0.074	0.396	60.700001	11,767.769531	22,467.400391
ZTEK	2024-10-18	0.098	-0.006	511,899	101,176,472	0.171	0.073	2.122	68.800003	12,552.615234	39,996.199219
ZTEK	2024-10-25	0.085	-0.013	511,899	101,250,000	0.171	0.086	0.237	72.900002	13,337.461914	34,830.398438
ZTEK	2024-11-01	0.117	0.032	510,704	101,176,472	0.172	0.054	0.392	68.800003	14,122.307617	15,970.400391
ZTEK	2024-11-08	0.089	-0.029	510,704	101,191,904	0.172	0.083	0.328	84.900002	14,907.154297	51,402.199219
ZTEK	2024-11-15	0.059	-0.03	509,262.03125	104,057,280	0.171	0.112	0.375	130.800003	15,692	95,497.203125
ZTEK	2024-11-22	0.061	0.003	509,262.03125	104,086,960	0.171	0.109	0.766	119.699997	17,386.308594	102,407.796875
ZTEK	2024-11-29	0.068	0.007	509,262.03125	104,033,608	0.17	0.102	0.246	123.800003	19,080.615234	40,842.5
ZTEK	2024-12-06	0.077	0.009	487,916	104,036,696	0.163	0.086	0.72	113.400002	20,774.923828	27,553
ZTEK	2024-12-13	0.087	0.009	487,916	104,070,792	0.164	0.077	0.718	117.599998	22,469.230469	41,773.800781
ZTEK	2024-12-20	0.092	0.005	539,245	104,069,760	0.178	0.086	0.215	89.5	24,163.539063	41,822.398438
ZTEK	2024-12-27	0.089	-0.003	539,245	104,086,024	0.178	0.089	0.335	96.800003	25,857.845703	40,488.5
ZTEK	2025-01-03	0.115	0.026	528,383	104,057,968	0.172	0.057	0.414	107.699997	27,552.154297	46,381.5
ZTEK	2025-01-10	0.072	-0.042	528,383	104,019,144	0.172	0.1	0.282	108.699997	29,246.460938	76,085.507813
ZTEK	2025-01-17	0.056	-0.016	448,567	104,067,800	0.152	0.096	0.915	122.800003	30,940.769531	66,493.601563
ZTEK	2025-01-24	0.054	-0.002	448,567	104,102,568	0.152	0.098	0.497	121.800003	32,635.076172	60,526.5
ZTEK	2025-01-31	0.031	-0.024	266,196	104,107,136	0.109	0.078	0.374	116.599998	34,329.382813	37,455
ZTEK	2025-02-07	-0.052	-0.082	266,196	104,054,056	0.109	0.161	7.798	115.5	36,023.691406	35,601.601563
ZTEK	2025-02-14	0.039	0.091	266,196	104,102,568	0.11	0.071	0.659	121.800003	37,718	35,745.601563
ZTEK	2025-02-21	0.018	-0.022	193,515.015625	104,117,648	0.09	0.072	0.756	106.199997	78,553.6875	38,669.246094
ZTEK	2025-02-28	0.025	0.007	193,515.015625	104,065,928	0.09	0.066	1.438	94.699997	119,389.367188	69,323.601563
ZTEK	2025-03-07	0.019	-0.005	197,494	104,081,624	0.09	0.071	0.679	102	160,225.046875	28,225.599609
ZTEK	2025-03-14	0.004	-0.016	197,494	104,130,440	0.09	0.086	0.776	95.800003	201,060.734375	25,814.599609
ZTEK	2025-03-21	-0.017	-0.02	148,015.015625	104,086,960	0.072	0.088	1.184	119.699997	241,896.421875	41,683
ZTEK	2025-03-28	-0.015	0.002	148,015.015625	104,070,792	0.072	0.087	1.396	117.599998	282,732.09375	25,781.199219
ZTEK	2025-04-04	-0.024	-0.009	58,716	104,057,968	0.037	0.062	3.467	107.699997	323,567.78125	23,876.599609
ZTEK	2025-04-11	-0.068	-0.043	58,716	104,137,232	0.037	0.105	18.482	103.199997	364,403.46875	20,030.599609
ZTEK	2025-04-18	-0.033	0.034	79,970	104,068,720	0.048	0.082	1.585	115.099998	405,239.15625	23,434
ZTEK	2025-04-25	-0.055	-0.022	79,970	104,108,536	0.048	0.104	3.426	134.300003	446,074.84375	22,640.400391
ZTEK	2025-05-02	-0.032	0.024	69,826	104,101,128	0.044	0.076	4.506	185.300003	486,910.53125	197,338.40625
ZTEK	2025-05-09	-0.104	-0.072	69,826	104,088,048	0.044	0.148	3.609	165.5	527,746.1875	90,412.796875
ZTEK	2025-05-16	-0.029	0.075	97,486	104,088,048	0.058	0.087	1.525	165.5	568,581.875	37,343.601563
ZTEK	2025-05-23	-0.034	-0.006	97,486	104,090,912	0.059	0.093	2.331	160.300003	609,417.5625	29,622.400391
ZTEK	2025-05-30	-0.011	0.024	72,127	104,078,952	0.046	0.057	1.922	158.199997	650,253.25	32,325
ZTEK	2025-06-06	-0.049	-0.038	72,127	104,093,960	0.046	0.095	3.858	155.100006	691,088.9375	28,760
ZTEK	2025-06-13	-0.068	-0.019	72,127	104,125,880	0.047	0.114	2.529	148.899994	731,924.625	27,500
ZTEK	2025-06-20	-0.037	0.031	39,566	104,075,464	0.031	0.068	2.557	137.899994	772,760.3125	24,075
ZTEK	2025-06-27	-0.108	-0.071	39,566	104,396,552	0.031	0.139	1.075	121.099998	813,596.0625	42,540
ZTEK	2025-07-04	-0.062	0.046	31,719	104,414,416	0.026	0.088	3.925	115.900002	705,624.6875	38,200
ZTEK	2025-07-11	-0.059	0.003	31,719	104,423,968	0.026	0.085	7.532	113.300003	597,653.4375	30,740
ZTEK	2025-07-18	-0.051	0.008	41,904	104,418,608	0.029	0.08	4.807	89.800003	489,682.15625	91,600
ZTEK	2025-07-25	-0.092	-0.042	41,904	104,395,600	0.029	0.121	3.163	95	381,710.84375	39,880
ZTEK	2025-08-01	-0.043	0.05	69,935	104,390,240	0.045	0.087	2.962	85.599998	273,739.5625	31,980
ZTEK	2025-08-08	-0.044	-0.001	69,935	104,404,760	0.045	0.088	4.367	87.699997	165,768.28125	21,220
ZTEK	2025-08-15	-0.063	-0.019	94,701	104,736,840	0.054	0.117	3.774	79.599998	57,797	39,340
ZTEK	2025-08-22	-0.036	0.027	94,701	104,782,616	0.054	0.091	1.589	72.300003	53,828.308594	33,360
ZTEK	2025-08-29	-0.046	-0.01	94,701	104,776,112	0.054	0.1	1.634	70.199997	49,859.617188	41,700
ZTEK	2025-09-05	-0.219	-0.173	119,759	104,721,552	0.064	0.283	32.471001	86.5	45,890.921875	3,888,750
ZTEK	2025-09-12	-0.109	0.11	119,759	104,752,480	0.064	0.173	2.338	105.800003	41,922.230469	124,000
ZTEK	2025-09-19	-0.112	-0.003	86,802	104,680,856	0.056	0.168	4.134	98.400002	37,953.539063	64,920
ZTEK	2025-09-26	-0.148	-0.036	86,802	104,705,872	0.056	0.204	6.264	89	33,984.847656	75,080
ZTEK	2025-10-03	-0.079	0.069	156,066	104,743,592	0.077	0.156	0.926	81.699997	30,016.154297	74,080
ZTEK	2025-10-10	-0.066	0.013	156,066	104,743,592	0.077	0.143	1.641	81.699997	26,047.460938	213,200
ZTEK	2025-10-17	-0.082	-0.017	156,112.984375	104,666,664	0.077	0.159	1.492	78.5	22,078.769531	159,400
ZTEK	2025-10-24	-0.087	-0.004	156,112.984375	104,767,440	0.077	0.164	1.322	90.099998	18,110.076172	91,800
ZTEK	2025-10-31	-0.079	0.008	115,146	104,698,800	0.065	0.144	1.736	86.900002	14,141.384766	74,180
ZTEK	2025-11-07	-0.098	-0.019	115,146	104,750,000	0.065	0.163	2.502	83.800003	10,172.692383	59,120
ZTEK	2025-11-14	-0.006	0.091	115,146	104,814,816	0.066	0.072	1.821	84.900002	6,204	31,820
ZTEK	2025-11-21	-0.037	-0.03	121,545	104,864,864	0.071	0.107	1.899	77.599998	10,423.713867	32,280
ZTEK	2025-11-28	-0.007	0.03	121,545	104,868,416	0.071	0.077	1.27	79.699997	14,643.428711	63,025
ZTEK	2025-12-05	0.006	0.013	93,082	104,861,104	0.064	0.057	2.642	75.5	18,863.142578	35,280
ZTEK	2025-12-12	-0.039	-0.046	93,082	104,850,216	0.065	0.104	11.678	73.5	23,082.857422	25,920
ZTEK	2025-12-19	-0.027	0.012	49,282	104,864,864	0.044	0.072	7.539	77.599998	27,302.572266	55,040
ZTEK	2025-12-26	-0.031	-0.004	49,282	104,857,144	0.044	0.075	3.313	73.400002	31,522.285156	37,625
ZTEK	2026-01-02	-0.028	0.003	58,139	104,776,112	0.049	0.077	6.414	70.199997	35,742	53,600
ZTEK	2026-01-09	-0.005	0.023	58,139	104,827,584	0.049	0.053	3.688	91.199997	39,961.714844	78,140
ZTEK	2026-01-16	-0.028	-0.023	37,725	104,761,912	0.038	0.066	8.799	88	44,181.429688	200,480
ZTEK	2026-01-23	-0.055	-0.028	37,725	104,878,048	0.038	0.094	5.313	86	48,401.144531	54,175
ZTEK	2026-01-30	-0.017	0.038	53,991	104,782,616	0.044	0.061	6.942	72.300003	52,620.855469	73,980
ZTEK	2026-02-06	-0.169	-0.152	53,991	104,769,232	0.044	0.213	1.613	68.099998	56,840.570313	87,080
ZTEK	2026-02-13	-0.04	0.128	53,991	104,843,752	0.044	0.084	3.076	67.099998	61,060.285156	49,880
ZTEK	2026-02-20	0.001	0.042	40,804	107,288,136	0.037	0.036	5.308	63.299999	65,280	69,250
ZTEK	2026-02-27	-0.185	-0.186	40,804	107,288,136	0.037	0.222	27.106001	63.299999	65,280	1,561,120
ZTEK	2026-03-06	-0.152	0.033	72,661	107,361,960	0.055	0.207	28.768	70	65,280	165,860
ZTEK	2026-03-13	-0.061	0.091	72,661	107,301,584	0.055	0.116	4.096	67.599998	65,280	78,600
ZTEK	2026-03-20	0.176	0.237	808,307.9375	107,333,328	0.196	0.019	0.198	64.400002	65,280	43,520
ZTEK	2026-03-27	0.108	-0.068	808,307.9375	107,407,400	0.197	0.089	0.245	58	65,280	40,520
ZTEK	2026-04-03	0.036	-0.072	151,978	107,358,496	0.087	0.051	1.955	56.900002	65,280	57,800
ZTEK	2026-04-10	-0.016	-0.052	151,978	107,312,616	0.087	0.103	1.114	58.700001	65,280	78,980
ZTEK	2026-04-17	-0.025	-0.009	72,781	107,331,976	0.059	0.084	4.847	52.700001	65,280	164,800
ZTEK	2026-04-24	-0.063	-0.039	72,781	107,446,808	0.059	0.122	2.84	50.5	65,280	115,280
ZTEK	2026-05-01	-0.045	0.018	89,919	107,269,152	0.065	0.111	2.319	54.599998	65,280	127,000
ZTEK	2026-05-08	-0.119	-0.073	89,919	107,333,336	0.065	0.184	3.278	80.5	65,280	161,740
ZTEK	2026-05-15	-0.073	0.046	74,157	107,391,304	0.063	0.136	5.081	74.099998	65,280	378,600
ZTEK	2026-05-22	-0.092	-0.019	74,157	107,384,624	0.063	0.155	2.726	69.800003	65,280	115,200
ZTEK	2026-05-29	-0.035	0.057	74,157	107,407,408	0.064	0.098	3.163	63.799999	65,280	158,750
ZTG	2026-05-01	0.13	0	179,958	11,589,958	0.3	0.171	1.101	27.700001	0	17,000
ZTG	2026-05-08	0.113	-0.017	179,958	11,592,592	0.301	0.189	5.215	31.299999	0	18,160
ZTG	2026-05-15	-0.054	-0.166	61,085	11,597,222	0.165	0.218	14.363	33.400002	0	21,100
ZTG	2026-05-22	0.008	0.062	61,085	11,577,181	0.165	0.157	0.096	34.5	0	5,880
ZTG	2026-05-29	0.041	0.033	61,085	11,584,508	0.165	0.124	6.419	32.900002	0	6,650
ZTO	2016-11-18	-0.275	0	450	731,404,928	0.003	0.278	35,342.222656	11,921.900391	2,305,900,800	2,997,199.75
ZTO	2016-11-25	-0.34	-0.064	450	731,408,896	0.003	0.343	6,464.443848	11,629.400391	2,329,486,336	2,909,000
ZTO	2016-12-02	-0.153	0.187	3,209,563	731,410,048	0.182	0.334	4.467	10,115.400391	2,353,072,128	3,171,400
ZTO	2016-12-09	-0.154	-0.001	3,209,563	731,408,320	0.181	0.335	7.312	10,334.799805	2,417,490,944	2,279,000
ZTO	2016-12-16	-0.127	0.026	3,576,380	731,408,192	0.194	0.322	4.041	9,245	2,481,910,016	2,456,600
ZTO	2016-12-23	-0.109	0.018	3,576,380	731,408,128	0.194	0.304	2.911	9,193.799805	2,546,329,088	1,118,599.875
ZTO	2016-12-30	-0.059	0.051	5,519,992	731,408,448	0.258	0.316	1.98	8,828.099609	2,610,747,904	2,565,500
ZTO	2017-01-06	-0.065	-0.006	5,519,992	731,409,280	0.257	0.322	2.322	9,757	2,675,166,976	2,643,500

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