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
ZTEK	2024-09-27	0.043	-0.039	557,033	101,267,608	0.179	0.136	0.058	71.900002	10,198.077148	32,214.599609
ZTEK	2024-10-04	0.101	0.058	556,268.0625	101,210,288	0.177	0.076	0.314	66.900002	10,982.922852	18,949.599609
ZTEK	2024-10-11	0.076	-0.025	556,268.0625	101,166,664	0.177	0.101	0.719	60.700001	11,767.769531	22,467.400391
ZTEK	2024-10-18	0.108	0.032	511,899	101,176,472	0.169	0.06	0.231	68.800003	12,552.615234	39,996.199219
ZTEK	2024-10-25	0.081	-0.028	511,899	101,250,000	0.169	0.089	0.465	72.900002	13,337.461914	34,830.398438
ZTEK	2024-11-01	0.093	0.012	510,704	101,176,472	0.17	0.078	0.38	68.800003	14,122.307617	15,970.400391
ZTEK	2024-11-08	0.048	-0.045	510,704	101,191,904	0.17	0.122	2.172	84.900002	14,907.154297	51,402.199219
ZTEK	2024-11-15	0.098	0.05	509,262.03125	104,057,280	0.169	0.071	0.387	130.800003	15,692	95,497.203125
ZTEK	2024-11-22	0.058	-0.041	509,262.03125	104,086,960	0.17	0.112	0.361	119.699997	17,386.308594	102,407.796875
ZTEK	2024-11-29	0.022	-0.036	509,262.03125	104,033,608	0.169	0.147	0.52	123.800003	19,080.615234	40,842.5
ZTEK	2024-12-06	0.047	0.025	487,916	104,036,696	0.162	0.115	0.654	113.400002	20,774.923828	27,553
ZTEK	2024-12-13	0.04	-0.007	487,916	104,070,792	0.162	0.122	0.384	117.599998	22,469.230469	41,773.800781
ZTEK	2024-12-20	0.071	0.031	539,245	104,069,760	0.176	0.105	0.256	89.5	24,163.539063	41,822.398438
ZTEK	2024-12-27	0.083	0.012	539,245	104,086,024	0.176	0.093	0.379	96.800003	25,857.845703	40,488.5
ZTEK	2025-01-03	0.061	-0.022	528,383	104,057,968	0.171	0.11	0.088	107.699997	27,552.154297	46,381.5
ZTEK	2025-01-10	0.075	0.014	528,383	104,019,144	0.171	0.096	0.517	108.699997	29,246.460938	76,085.507813
ZTEK	2025-01-17	0.099	0.024	448,567	104,067,800	0.151	0.052	0.404	122.800003	30,940.769531	66,493.601563
ZTEK	2025-01-24	0.028	-0.071	448,567	104,102,568	0.151	0.123	0.578	121.800003	32,635.076172	60,526.5
ZTEK	2025-01-31	0.011	-0.017	266,196	104,107,136	0.108	0.097	1.1	116.599998	34,329.382813	37,455
ZTEK	2025-02-07	0.019	0.008	266,196	104,054,056	0.108	0.089	0.683	115.5	36,023.691406	35,601.601563
ZTEK	2025-02-14	0.008	-0.011	266,196	104,102,568	0.109	0.101	0.497	121.800003	37,718	35,745.601563
ZTEK	2025-02-21	-0.032	-0.04	193,515.015625	104,117,648	0.09	0.121	10.651	106.199997	78,553.6875	38,669.246094
ZTEK	2025-02-28	0.044	0.076	193,515.015625	104,065,928	0.09	0.046	1.168	94.699997	119,389.367188	69,323.601563
ZTEK	2025-03-07	0.023	-0.021	197,494	104,081,624	0.09	0.067	0.827	102	160,225.046875	28,225.599609
ZTEK	2025-03-14	-0.017	-0.04	197,494	104,130,440	0.089	0.106	0.53	95.800003	201,060.734375	25,814.599609
ZTEK	2025-03-21	-0.001	0.015	148,015.015625	104,086,960	0.072	0.073	0.932	119.699997	241,896.421875	41,683
ZTEK	2025-03-28	0.001	0.002	148,015.015625	104,070,792	0.072	0.071	1.016	117.599998	282,732.09375	25,781.199219
ZTEK	2025-04-04	-0.052	-0.053	58,716	104,057,968	0.038	0.09	2.254	107.699997	323,567.78125	23,876.599609
ZTEK	2025-04-11	-0.032	0.021	58,716	104,137,232	0.038	0.07	2.672	103.199997	364,403.46875	20,030.599609
ZTEK	2025-04-18	-0.015	0.017	79,970	104,068,720	0.049	0.064	1.292	115.099998	405,239.15625	23,434
ZTEK	2025-04-25	0.002	0.017	79,970	104,108,536	0.048	0.046	3.681	134.300003	446,074.84375	22,640.400391
ZTEK	2025-05-02	-0.045	-0.047	69,826	104,101,128	0.044	0.09	3.413	185.300003	486,910.53125	197,338.40625
ZTEK	2025-05-09	-0.088	-0.043	69,826	104,088,048	0.045	0.133	2.86	165.5	527,746.1875	90,412.796875
ZTEK	2025-05-16	-0.039	0.049	97,486	104,088,048	0.059	0.097	2.483	165.5	568,581.875	37,343.601563
ZTEK	2025-05-23	-0.035	0.004	97,486	104,090,912	0.059	0.094	1.598	160.300003	609,417.5625	29,622.400391
ZTEK	2025-05-30	-0.015	0.02	72,127	104,078,952	0.047	0.061	2.383	158.199997	650,253.25	32,325
ZTEK	2025-06-06	-0.026	-0.012	72,127	104,093,960	0.047	0.073	1.423	155.100006	691,088.9375	28,760
ZTEK	2025-06-13	-0.034	-0.007	72,127	104,125,880	0.047	0.081	2.102	148.899994	731,924.625	27,500
ZTEK	2025-06-20	-0.053	-0.02	39,566	104,075,464	0.032	0.085	8.399	137.899994	772,760.3125	24,075
ZTEK	2025-06-27	-0.06	-0.007	39,566	104,396,552	0.032	0.092	5.296	121.099998	813,596.0625	42,540
ZTEK	2025-07-04	-0.052	0.009	31,719	104,414,416	0.026	0.078	5.845	115.900002	705,624.6875	38,200
ZTEK	2025-07-11	-0.071	-0.019	31,719	104,423,968	0.026	0.097	4.794	113.300003	597,653.4375	30,740
ZTEK	2025-07-18	-0.048	0.022	41,904	104,418,608	0.029	0.078	5.627	89.800003	489,682.15625	91,600
ZTEK	2025-07-25	-0.174	-0.126	41,904	104,395,600	0.029	0.204	0.952	95	381,710.84375	39,880
ZTEK	2025-08-01	-0.087	0.087	69,935	104,390,240	0.045	0.132	4.193	85.599998	273,739.5625	31,980
ZTEK	2025-08-08	-0.046	0.041	69,935	104,404,760	0.045	0.091	3.201	87.699997	165,768.28125	21,220
ZTEK	2025-08-15	-0.026	0.019	94,701	104,736,840	0.054	0.081	1.807	79.599998	57,797	39,340
ZTEK	2025-08-22	-0.063	-0.036	94,701	104,782,616	0.054	0.117	2.335	72.300003	53,828.308594	33,360
ZTEK	2025-08-29	-0.031	0.032	94,701	104,776,112	0.054	0.085	2.153	70.199997	49,859.617188	41,700
ZTEK	2025-09-05	-0.145	-0.114	119,759	104,721,552	0.065	0.21	17.049999	86.5	45,890.921875	3,888,750
ZTEK	2025-09-12	-0.095	0.05	119,759	104,752,480	0.065	0.16	1.983	105.800003	41,922.230469	124,000
ZTEK	2025-09-19	-0.089	0.006	86,802	104,680,856	0.057	0.146	2.176	98.400002	37,953.539063	64,920
ZTEK	2025-09-26	-0.123	-0.034	86,802	104,705,872	0.057	0.18	1.587	89	33,984.847656	75,080
ZTEK	2025-10-03	-0.068	0.055	156,066	104,743,592	0.076	0.144	1.36	81.699997	30,016.154297	74,080
ZTEK	2025-10-10	-0.065	0.003	156,066	104,743,592	0.076	0.141	2.57	81.699997	26,047.460938	213,200
ZTEK	2025-10-17	-0.037	0.028	156,112.984375	104,666,664	0.077	0.113	1.792	78.5	22,078.769531	159,400
ZTEK	2025-10-24	-0.058	-0.022	156,112.984375	104,767,440	0.077	0.135	1.38	90.099998	18,110.076172	91,800
ZTEK	2025-10-31	-0.071	-0.013	115,146	104,698,800	0.064	0.135	1.462	86.900002	14,141.384766	74,180
ZTEK	2025-11-07	-0.16	-0.089	115,146	104,750,000	0.064	0.224	2.215	83.800003	10,172.692383	59,120
ZTEK	2025-11-14	-0.018	0.142	115,146	104,814,816	0.065	0.083	1.267	84.900002	6,204	31,820
ZTEK	2025-11-21	-0.05	-0.032	121,545	104,864,864	0.07	0.12	1.297	77.599998	10,423.713867	32,280
ZTEK	2025-11-28	0.006	0.056	121,545	104,868,416	0.07	0.064	2.35	79.699997	14,643.428711	63,025
ZTEK	2025-12-05	-0.009	-0.016	93,082	104,861,104	0.064	0.073	1.486	75.5	18,863.142578	35,280
ZTEK	2025-12-12	-0.075	-0.066	93,082	104,850,216	0.064	0.14	2.007	73.5	23,082.857422	25,920
ZTEK	2025-12-19	-0.026	0.049	49,282	104,864,864	0.044	0.07	3.161	77.599998	27,302.572266	55,040
ZTEK	2025-12-26	-0.008	0.018	49,282	104,857,144	0.044	0.052	2.648	73.400002	31,522.285156	37,625
ZTEK	2026-01-02	-0.002	0.006	58,139	104,776,112	0.048	0.05	2.844	70.199997	35,742	53,600
ZTEK	2026-01-09	-0.003	-0.001	58,139	104,827,584	0.048	0.051	7.022	91.199997	39,961.714844	78,140
ZTEK	2026-01-16	0.011	0.014	37,725	104,761,912	0.038	0.027	7.573	88	44,181.429688	200,480
ZTEK	2026-01-23	-0.071	-0.082	37,725	104,878,048	0.038	0.108	4.785	86	48,401.144531	54,175
ZTEK	2026-01-30	-0.017	0.054	53,991	104,782,616	0.044	0.061	5.219	72.300003	52,620.855469	73,980
ZTEK	2026-02-06	-0.08	-0.063	53,991	104,769,232	0.044	0.124	3.779	68.099998	56,840.570313	87,080
ZTEK	2026-02-13	-0.06	0.02	53,991	104,843,752	0.044	0.105	5.278	67.099998	61,060.285156	49,880
ZTEK	2026-02-20	-0.051	0.01	40,804	107,288,136	0.037	0.088	45.992001	63.299999	65,280	69,250
ZTEK	2026-02-27	-0.182	-0.132	40,804	107,288,136	0.037	0.219	27.35	63.299999	65,280	1,561,120
ZTEK	2026-03-06	-0.102	0.08	72,661	107,361,960	0.055	0.157	2.726	70	65,280	165,860
ZTEK	2026-03-13	-0.059	0.043	72,661	107,301,584	0.055	0.114	2.45	67.599998	65,280	78,600
ZTEK	2026-03-20	0.133	0.192	808,307.9375	107,333,328	0.195	0.062	0.388	64.400002	65,280	43,520
ZTEK	2026-03-27	0.084	-0.049	808,307.9375	107,407,400	0.196	0.113	0.19	58	65,280	40,520
ZTEK	2026-04-03	0.028	-0.056	151,978	106,603,784	0.087	0.059	1.011	56.5	65,280	57,800
ZTO	2016-11-18	-0.234	0	450	731,404,928	0.003	0.237	31,333.054688	11,921.900391	2,305,900,800	2,997,199.75
ZTO	2016-11-25	-0.317	-0.082	450	731,408,896	0.003	0.319	6,464.443848	11,629.400391	2,329,486,336	2,909,000
ZTO	2016-12-02	-0.141	0.176	3,209,563	731,410,048	0.181	0.322	4.553	10,115.400391	2,353,072,128	3,171,400
ZTO	2016-12-09	-0.149	-0.008	3,209,563	731,408,320	0.181	0.33	5.975	10,334.799805	2,417,490,944	2,279,000
ZTO	2016-12-16	-0.087	0.063	3,576,380	731,408,192	0.194	0.281	0.687	9,245	2,481,910,016	2,456,600
ZTO	2016-12-23	-0.064	0.022	3,576,380	731,408,128	0.194	0.258	2.815	9,193.799805	2,546,329,088	1,118,599.875
ZTO	2016-12-30	-0.017	0.047	5,519,992	731,408,448	0.258	0.275	1.926	8,828.099609	2,610,747,904	2,565,500
ZTO	2017-01-06	-0.041	-0.024	5,519,992	731,409,280	0.257	0.299	1.95	9,757	2,675,166,976	2,643,500
ZTO	2017-01-13	-0.034	0.007	5,519,992	731,409,600	0.257	0.292	2.1	9,391.299805	2,739,586,048	1,602,000
ZTO	2017-01-20	-0.005	0.029	6,644,613	731,404,352	0.291	0.296	2.33	9,947.099609	2,804,005,120	2,180,250
ZTO	2017-01-27	0.007	0.012	6,644,613	731,409,024	0.291	0.285	1.871	9,084.099609	2,868,423,936	1,820,199.875
ZTO	2017-02-03	0.016	0.01	6,084,630	731,405,248	0.272	0.256	2.934	8,952.400391	2,932,843,008	1,092,000
ZTO	2017-02-10	0.013	-0.003	6,084,630	731,410,176	0.272	0.259	2.244	9,076.799805	2,997,262,080	1,653,799.875
ZTO	2017-02-17	-0.004	-0.017	7,528,187	731,406,144	0.321	0.325	2.543	10,247	3,061,680,896	2,560,200
ZTO	2017-02-24	0.012	0.016	7,528,187	731,406,464	0.321	0.31	1.493	10,349.400391	3,126,099,968	1,666,250
ZTO	2017-03-03	0.033	0.021	8,540,182	731,405,504	0.351	0.318	1.66	9,522.900391	3,190,519,040	5,762,000
ZTO	2017-03-10	0.035	0.002	8,540,182	731,406,976	0.351	0.316	1.48	8,213.700195	3,190,519,040	3,422,600
ZTO	2017-03-17	0.051	0.016	9,464,048	731,402,688	0.37	0.319	1.214	9,281.5	3,190,519,040	3,539,000
ZTO	2017-03-24	0.083	0.032	9,464,048	731,404,928	0.37	0.288	2.044	9,266.900391	3,190,519,040	1,364,400
ZTO	2017-03-31	0.159	0.077	15,200,317	731,405,632	0.473	0.313	0.804	9,574.099609	3,190,519,040	2,694,600

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