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
ZCMD	2025-11-28	-0.118	0.002	28,868	3,171,921.75	0.223	0.341	0.301	16.9	3,145,340.25	2,325
ZCMD	2025-12-05	-0.07	0.048	32,640	3,167,678.5	0.236	0.307	0.519	16.700001	3,128,585.25	1,870
ZCMD	2025-12-12	-0.035	0.035	32,640	3,166,666.5	0.238	0.273	0.008	15.2	3,111,830	262
ZCMD	2025-12-19	-0.082	-0.046	21,629	3,166,666.5	0.187	0.269	0.376	15.2	3,095,075	3,000
ZCMD	2025-12-26	-0.068	0.014	21,629	3,167,976.5	0.186	0.254	0.882	12.9	3,078,320.25	2,150
ZCMD	2026-01-02	-0.185	-0.117	21,132	3,183,229.75	0.184	0.369	4.719	12.3	3,061,565	197,100
ZCMD	2026-01-09	-0.168	0.017	21,132	3,163,716.75	0.185	0.352	927.052002	14.3	3,044,809.75	4,020
ZCMD	2026-01-16	0.361	0.529	162,112	3,162,650.5	0.654	0.292	0.017	12.6	3,028,054.75	1,460
ZCMD	2026-01-23	0.331	-0.031	162,112	3,166,666.75	0.654	0.323	3.607	11.4	3,011,299.75	2,325
ZCMD	2026-01-30	-0.071	-0.402	29,682	3,177,083.25	0.227	0.298	0.195	12.2	2,994,544.5	3,670
ZCMD	2026-02-06	-0.147	-0.076	29,682	3,164,557	0.228	0.375	59.651001	6	2,977,789.5	2,120,800
ZCMD	2026-02-13	-0.202	-0.055	29,682	3,199,052.25	0.227	0.429	2.903	5.4	2,961,034.5	73,320
ZCMD	2026-02-20	-0.197	0.005	21,827	3,192,640.5	0.184	0.381	5.141	5.9	2,944,279.5	32,875
ZCMD	2026-02-27	-0.137	0.06	21,827	3,168,203	0.186	0.322	20.393999	5.5	2,927,524.25	18,720
ZCMD	2026-03-06	0.261	0.397	155,000	3,148,148	0.628	0.368	0.186	5.1	2,910,769.25	33,520
ZCMD	2026-03-13	0.321	0.06	155,000	3,149,171.25	0.63	0.309	0.072	5.7	2,894,014.25	17,280
ZCMD	2026-03-20	0.296	-0.025	143,892	3,181,818.25	0.607	0.311	0.696	4.9	2,877,259.25	27,240
ZCMD	2026-03-27	0.275	-0.021	143,892	3,149,171.25	0.612	0.338	1.334	5.7	2,860,504	19,500
ZCMD	2026-04-03	-0.103	-0.378	32,299	3,172,804.5	0.23	0.334	2.77	5.6	2,843,749	10,875
ZCMD	2026-04-10	-0.069	0.034	32,299	3,165,829.5	0.231	0.3	0.337	6.3	2,843,749	9,860
ZCMD	2026-04-17	-0.096	-0.027	27,939	3,155,340	0.205	0.301	4.055	6.5	2,843,749	5,200
ZCMD	2026-04-24	-0.066	0.03	27,939	3,157,894.75	0.205	0.272	3.017	6.6	2,843,749	2,450
ZCMD	2026-05-01	-0.087	-0.02	27,362	3,192,488.25	0.208	0.295	22.999001	6.8	2,843,749	2,740
ZCMD	2026-05-08	-0.018	0.069	27,362	3,164,557	0.21	0.227	0.741	5	2,843,749	18,780
ZCMD	2026-05-15	-0.049	-0.031	24,496	3,150,684.75	0.198	0.247	0.737	4.6	2,843,749	20,900
ZCMD	2026-05-22	-0.11	-0.062	24,496	3,146,853.5	0.198	0.309	3.38	4.5	2,843,749	8,700
ZCMD	2026-05-29	-0.248	-0.138	24,496	2,994,012	0.203	0.451	800.309998	0.5	2,843,749	33,961,724
ZD	2003-08-01	0.168	0	4,151,036	45,104,432	0.872	0.704	0.509	609	16,775,714	1,412,800
ZD	2003-08-08	0.156	-0.012	4,151,036	45,098,508	0.872	0.716	0.984	567.700012	16,906,358	2,037,760
ZD	2003-08-15	0.167	0.011	4,151,036	45,769,288	0.873	0.706	0.956	625.299988	17,037,000	1,986,560
ZD	2003-08-22	0.166	-0.001	4,151,036	45,767,508	0.874	0.707	0.829	663.400024	17,180,538	1,774,960
ZD	2003-08-29	0.171	0.005	4,151,036	45,766,404	0.873	0.702	0.482	715.099976	17,324,076	1,215,600
ZD	2003-09-05	0.203	0.032	3,776,316	45,767,284	0.867	0.664	2.438	814.200012	17,467,616	4,188,850
ZD	2003-09-12	0.18	-0.022	3,776,316	45,769,408	0.867	0.687	2.681	972.599976	17,611,154	5,167,560
ZD	2003-09-19	0.136	-0.044	3,776,316	45,766,152	0.867	0.731	1.854	970.700012	17,754,692	3,896,560.25
ZD	2003-09-26	0.129	-0.007	3,776,316	45,768,612	0.868	0.739	0.983	854.5	17,898,230	3,027,640
ZD	2003-10-03	0.173	0.044	7,252,984	45,769,228	0.908	0.735	0.486	987.700012	18,041,770	3,323,200
ZD	2003-10-10	0.149	-0.024	7,252,984	45,767,956	0.907	0.758	0.577	1,035.5	18,185,308	3,377,679.75
ZD	2003-10-17	0.158	0.009	7,252,984	45,770,268	0.907	0.749	0.365	1,016.099976	18,328,846	1,681,639.875
ZD	2003-10-24	0.246	0.088	7,252,984	45,769,476	0.907	0.661	1.01	710.799988	18,472,384	9,269,600
ZD	2003-10-31	0.209	-0.038	6,412,278	45,764,624	0.897	0.688	1.22	649.400024	18,615,924	5,968,000
ZD	2003-11-07	0.21	0.001	6,412,278	45,769,088	0.897	0.687	0.838	620.400024	18,759,462	6,221,560
ZD	2003-11-14	0.184	-0.026	6,412,278	46,130,576	0.898	0.714	0.918	625.299988	18,903,000	4,905,240
ZD	2003-11-21	0.19	0.006	6,412,278	46,127,660	0.899	0.709	0.578	596.200012	18,990,278	2,783,400
ZD	2003-11-28	0.193	0.003	6,412,278	46,128,916	0.899	0.706	0.816	654.799988	19,077,556	4,453,900
ZD	2003-12-05	0.166	-0.027	4,753,514	46,128,304	0.875	0.709	0.782	611.200012	19,164,834	2,437,920
ZD	2003-12-12	0.201	0.035	4,753,514	46,129,436	0.875	0.674	1.913	552.400024	19,252,112	4,271,360
ZD	2003-12-19	0.175	-0.026	4,753,514	46,127,080	0.875	0.7	1.856	569.900024	19,339,388	3,365,640
ZD	2003-12-26	0.18	0.005	4,753,514	46,129,292	0.875	0.695	0.432	578	19,426,666	1,347,850
ZD	2004-01-02	0.202	0.022	4,292,749	46,130,328	0.87	0.668	0.537	573.400024	19,513,944	1,422,050
ZD	2004-01-09	0.203	0.001	4,292,749	46,131,016	0.87	0.667	1.05	637.299988	19,601,222	4,073,240
ZD	2004-01-16	0.169	-0.034	4,292,749	46,129,152	0.87	0.701	0.86	632.200012	19,688,500	2,089,319.875
ZD	2004-01-23	0.292	0.123	4,292,749	46,129,320	0.87	0.578	1.034	520.799988	19,775,778	6,409,600
ZD	2004-01-30	0.172	-0.12	3,476,832	46,131,832	0.85	0.677	1.271	531.900024	19,863,056	3,332,440
ZD	2004-02-06	0.216	0.043	3,476,832	46,128,884	0.85	0.634	1.611	511.799988	19,950,334	4,435,120
ZD	2004-02-13	0.167	-0.048	3,476,832	46,128,900	0.85	0.682	0.882	540.400024	20,037,612	2,603,880
ZD	2004-02-20	0.176	0.008	3,476,832	46,131,196	0.849	0.673	1.663	516.900024	20,124,888	1,300,000
ZD	2004-02-27	0.184	0.008	3,476,832	46,129,328	0.849	0.666	0.816	506.5	20,212,166	1,774,279.875
ZD	2004-03-05	0.171	-0.012	3,848,412	46,129,460	0.854	0.682	0.575	523.799988	20,299,444	1,759,920
ZD	2004-03-12	0.225	0.053	3,848,412	46,125,428	0.853	0.629	2.214	474.399994	20,386,722	3,823,280.25
ZD	2004-03-19	0.174	-0.051	3,848,412	46,276,648	0.854	0.68	0.848	466.700012	20,474,000	1,836,280.125
ZD	2004-03-26	0.165	-0.009	3,848,412	46,280,192	0.854	0.689	0.687	479	20,782,500	1,750,720
ZD	2004-04-02	0.186	0.022	4,251,193	46,275,180	0.858	0.672	1.598	539.799988	21,091,000	2,717,199.75
ZD	2004-04-09	0.172	-0.014	4,251,193	46,276,596	0.858	0.686	0.631	522	21,399,500	2,340,750
ZD	2004-04-16	0.159	-0.013	4,251,193	46,277,500	0.858	0.699	0.988	515.299988	21,708,000	1,716,800
ZD	2004-04-23	0.234	0.075	4,251,193	46,281,188	0.858	0.624	1.924	584.299988	22,016,500	6,588,880
ZD	2004-04-30	0.152	-0.082	5,109,606	46,278,068	0.871	0.719	0.946	535.900024	22,325,000	2,051,200
ZD	2004-05-07	0.17	0.018	5,109,606	46,281,208	0.871	0.701	0.448	528.299988	22,633,500	1,403,399.875
ZD	2004-05-14	0.159	-0.011	5,109,606	46,315,336	0.872	0.713	0.496	531.700012	22,942,000	1,377,959.875
ZD	2004-05-21	0.181	0.022	5,109,606	46,314,856	0.873	0.691	0.394	522.200012	23,164,230	907,440
ZD	2004-05-28	0.167	-0.014	5,109,606	46,314,088	0.872	0.706	0.757	573.599976	23,386,462	1,169,159.875
ZD	2004-06-04	0.151	-0.016	4,693,500	46,317,480	0.863	0.712	0.664	574.799988	23,608,692	844,600
ZD	2004-06-11	0.174	0.023	4,693,500	46,319,640	0.863	0.689	0.448	569.5	23,830,924	1,028,350
ZD	2004-06-18	0.17	-0.005	4,693,500	46,318,372	0.863	0.694	0.771	567.400024	24,053,154	1,102,720
ZD	2004-06-25	0.181	0.012	4,693,500	46,321,040	0.863	0.682	0.558	603.099976	24,275,384	1,055,960
ZD	2004-07-02	0.188	0.006	4,700,184	46,318,360	0.863	0.676	0.677	664.900024	24,497,616	1,981,600
ZD	2004-07-09	0.163	-0.025	4,700,184	46,317,728	0.863	0.701	0.517	628.299988	24,719,846	1,618,500
ZD	2004-07-16	0.145	-0.018	4,700,184	46,318,544	0.864	0.719	0.958	620.900024	24,942,076	1,173,200
ZD	2004-07-23	0.116	-0.028	4,700,184	46,314,104	0.864	0.747	1.603	578	25,164,308	3,224,880.25
ZD	2004-07-30	0.069	-0.048	4,701,808	46,319,088	0.863	0.794	0.507	590.799988	25,386,540	1,252,999.875
ZD	2004-08-06	-0.001	-0.07	4,701,808	46,313,040	0.863	0.864	0.94	532.599976	25,608,770	998,840
ZD	2004-08-13	0.053	0.054	4,701,808	46,480,992	0.865	0.812	0.919	525.700012	25,831,000	894,200
ZD	2004-08-20	0.038	-0.015	4,701,808	46,482,216	0.866	0.828	0.652	588	25,980,230	877,400
ZD	2004-08-27	0.029	-0.009	4,701,808	46,485,868	0.866	0.837	0.591	608.5	26,129,462	978,040
ZD	2004-09-03	0.035	0.006	3,969,149	46,484,616	0.844	0.809	0.528	604.299988	26,278,692	629,600
ZD	2004-09-10	0.047	0.012	3,969,149	46,486,116	0.844	0.797	0.706	669.400024	26,427,924	1,970,700
ZD	2004-09-17	0.059	0.012	3,969,149	46,486,296	0.844	0.785	0.527	670.099976	26,577,154	1,696,839.875
ZD	2004-09-24	0.058	-0.001	3,969,149	46,481,660	0.844	0.786	1.308	703.5	26,726,384	2,013,799.875
ZD	2004-10-01	0.054	-0.003	4,384,753	46,484,644	0.857	0.803	0.587	749.099976	26,875,616	1,416,160
ZD	2004-10-08	0.042	-0.012	4,384,753	46,483,872	0.857	0.815	0.67	720.5	27,024,846	1,479,559.875
ZD	2004-10-15	0.005	-0.037	4,384,753	46,481,788	0.857	0.852	0.465	695.599976	27,174,076	919,480
ZD	2004-10-22	0.041	0.036	4,384,753	46,480,856	0.857	0.816	0.664	692.099976	27,323,308	1,815,160.125
ZD	2004-10-29	0.043	0.002	4,384,753	46,480,932	0.857	0.814	0.622	700.700012	27,472,538	1,172,600.125
ZD	2004-11-05	-0.021	-0.063	3,918,597	46,484,644	0.842	0.863	0.76	749.099976	27,621,770	1,197,720.125
ZD	2004-11-12	-0.003	0.017	3,918,597	46,991,772	0.842	0.845	1.199	799.799988	27,771,000	1,164,320
ZD	2004-11-19	-0.021	-0.017	3,918,597	46,986,384	0.842	0.862	1.125	759.299988	27,872,400	1,116,519.875
ZD	2004-11-26	-0.037	-0.016	3,918,597	46,989,184	0.842	0.879	0.532	825.599976	27,973,800	786,899.9375
ZD	2004-12-03	0.054	0.091	3,760,851	46,987,952	0.838	0.784	1.288	799.5	28,075,200	991,960
ZD	2004-12-10	-0.026	-0.08	3,760,851	46,987,140	0.838	0.864	0.858	767.299988	28,176,600	775,280
ZD	2004-12-17	-0.035	-0.009	3,760,851	46,986,948	0.838	0.874	0.517	792.200012	28,278,000	763,440

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