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
ABG	2005-01-21	-0.214	-0.013	199,488	32,550,178	0.39	0.604	6.71	551.400024	1,369,489,280	151,800
ABG	2005-01-28	-0.206	0.008	199,488	32,553,192	0.39	0.596	4.169	550.799988	1,367,435,648	100,140
ABG	2005-02-04	-0.239	-0.033	203,572	32,553,192	0.388	0.627	5.196	566.099976	1,365,382,016	121,880
ABG	2005-02-11	-0.253	-0.014	203,572	32,553,062	0.388	0.641	4.464	536.799988	1,363,328,384	98,500
ABG	2005-02-18	-0.246	0.007	203,572	32,550,000	0.388	0.634	5.272	520.799988	1,361,274,624	94,400
ABG	2005-02-25	-0.24	0.006	203,572	32,553,746	0.387	0.627	5.579	499.700012	1,359,220,992	98,650
ABG	2005-03-04	-0.126	0.114	262,317	32,551,280	0.403	0.529	5.349	507.799988	1,357,167,360	91,920
ABG	2005-03-11	-0.188	-0.062	262,317	32,550,820	0.403	0.591	3.092	496.399994	1,355,113,728	72,540
ABG	2005-03-18	-0.144	0.044	262,317	32,603,196	0.404	0.548	4.005	489.700012	1,353,059,968	66,840
ABG	2005-03-25	-0.061	0.083	262,317	32,600,410	0.403	0.464	3.353	478.899994	1,352,903,040	27,875
ABG	2005-04-01	-0.055	0.005	271,761	32,604,096	0.39	0.446	3.493	493.299988	1,352,745,984	56,120
ABG	2005-04-08	-0.138	-0.082	271,761	32,602,832	0.39	0.528	5.987	483.5	1,352,589,056	44,440
ABG	2005-04-15	-0.094	0.044	271,761	32,597,400	0.39	0.484	4.787	451.799988	1,352,432,000	41,280
ABG	2005-04-22	-0.133	-0.039	271,761	32,600,708	0.39	0.523	3.543	461.299988	1,352,274,944	47,500
ABG	2005-04-29	-0.117	0.016	271,761	32,598,256	0.39	0.507	4.146	447.899994	1,352,118,016	43,580
ABG	2005-05-06	-0.132	-0.015	290,788	32,601,860	0.392	0.524	3.419	456.100006	1,351,960,960	51,220
ABG	2005-05-13	-0.069	0.063	290,788	32,605,534	0.393	0.462	3.621	448	1,361,568,512	24,500
ABG	2005-05-20	-0.134	-0.064	290,788	32,605,042	0.393	0.527	4.028	465.600006	1,371,176,064	49,520
ABG	2005-05-27	-0.174	-0.04	290,788	32,599,578	0.392	0.566	3.179	466.5	1,380,783,616	49,740
ABG	2005-06-03	-0.009	0.164	387,849.96875	32,605,442	0.424	0.434	2.688	479.299988	1,390,391,168	27,600
ABG	2005-06-10	-0.104	-0.095	387,849.96875	32,600,136	0.424	0.528	2.547	480.200012	1,399,998,720	32,280
ABG	2005-06-17	-0.106	-0.002	387,849.96875	32,603,360	0.424	0.53	4.98	504.700012	1,409,606,272	62,880
ABG	2005-06-24	-0.148	-0.042	387,849.96875	32,601,574	0.424	0.572	2.78	497.5	1,419,213,824	55,880
ABG	2005-07-01	-0.065	0.083	379,516	32,602,738	0.422	0.487	3.753	499.799988	1,428,821,248	43,620
ABG	2005-07-08	-0.146	-0.081	379,516	32,602,486	0.422	0.568	1.906	524.900024	1,438,428,800	73,425
ABG	2005-07-15	-0.218	-0.072	379,516	32,604,992	0.421	0.639	1.995	535.700012	1,448,036,352	100,800
ABG	2005-07-22	-0.229	-0.011	379,516	32,605,140	0.421	0.65	7.32	558.200012	1,457,643,904	95,060
ABG	2005-07-29	-0.159	0.069	379,516	32,601,532	0.421	0.581	1.977	553.900024	1,467,251,456	113,020
ABG	2005-08-05	-0.213	-0.054	351,201.96875	32,746,556	0.414	0.627	2.333	571.099976	1,476,859,008	158,960
ABG	2005-08-12	-0.269	-0.056	351,201.96875	32,745,968	0.414	0.683	2.997	589.099976	1,474,016,512	132,340
ABG	2005-08-19	-0.179	0.091	351,201.96875	32,743,866	0.415	0.594	2.328	574	1,471,174,144	64,280
ABG	2005-08-26	-0.282	-0.103	351,201.96875	32,742,398	0.415	0.698	2.934	570.700012	1,468,331,776	80,880
ABG	2005-09-02	-0.184	0.098	327,783	32,746,270	0.405	0.589	2.798	548.5	1,465,489,408	61,580
ABG	2005-09-09	-0.166	0.018	327,783	32,746,354	0.405	0.571	2.906	561.599976	1,462,647,040	64,050
ABG	2005-09-16	-0.22	-0.054	327,783	32,747,510	0.405	0.625	2.867	559	1,459,804,544	75,920
ABG	2005-09-23	-0.222	-0.002	327,783	32,743,938	0.405	0.626	3.375	553.700012	1,456,962,176	70,100
ABG	2005-09-30	-0.094	0.128	355,297	32,742,218	0.412	0.506	2.857	557.599976	1,454,119,808	78,000
ABG	2005-10-07	-0.261	-0.167	355,297	32,746,730	0.412	0.672	2.807	550.799988	1,451,277,440	104,920
ABG	2005-10-14	-0.184	0.077	355,297	32,745,564	0.412	0.596	2.602	553.400024	1,448,434,944	65,940
ABG	2005-10-21	-0.205	-0.021	355,297	32,745,334	0.412	0.617	3.225	543.900024	1,443,839,744	66,360
ABG	2005-10-28	-0.261	-0.056	355,297	32,744,748	0.413	0.674	3.217	545.200012	1,439,244,416	87,180
ABG	2005-11-04	-0.17	0.091	502,742.03125	32,747,380	0.454	0.625	2.253	562.599976	1,434,649,088	78,260
ABG	2005-11-11	-0.162	0.008	502,742.03125	32,745,452	0.455	0.617	2.272	540.299988	1,430,053,760	77,700
ABG	2005-11-18	-0.144	0.018	502,742.03125	32,747,120	0.455	0.6	1.984	540	1,425,458,432	55,500
ABG	2005-11-25	-0.132	0.012	502,742.03125	32,745,452	0.456	0.588	1.697	540.299988	1,420,863,104	40,825
ABG	2005-12-02	-0.06	0.073	516,206.03125	32,747,646	0.459	0.518	1.581	555.400024	1,416,267,776	74,560
ABG	2005-12-09	-0.135	-0.075	516,206.03125	32,742,858	0.459	0.594	1.66	573	1,411,672,448	55,780
ABG	2005-12-16	-0.07	0.065	516,206.03125	32,742,416	0.459	0.529	2.021	550.400024	1,407,077,120	42,600
ABG	2005-12-23	-0.06	0.01	516,206.03125	32,743,516	0.459	0.519	1.656	568.099976	1,402,481,792	32,740
ABG	2005-12-30	-0.039	0.021	547,632	32,746,052	0.473	0.511	2.277	539	1,397,886,464	45,150
ABG	2006-01-06	-0.068	-0.03	547,632	32,747,452	0.471	0.54	1.859	545.900024	1,393,291,136	57,425
ABG	2006-01-13	-0.118	-0.049	547,632	32,743,938	0.471	0.589	2.225	553.700012	1,388,695,808	49,140
ABG	2006-01-20	-0.103	0.014	547,632	32,745,452	0.471	0.575	1.507	540.299988	1,384,100,608	50,800
ABG	2006-01-27	-0.12	-0.016	547,632	32,746,200	0.471	0.591	1.857	581.900024	1,379,505,280	61,000
ABG	2006-02-03	-0.076	0.044	508,168	32,744,446	0.452	0.527	1.5	589.400024	1,374,909,952	60,560
ABG	2006-02-10	-0.139	-0.063	508,168	32,746,166	0.452	0.591	1.119	598.599976	1,370,314,624	68,580
ABG	2006-02-17	-0.125	0.014	508,168	32,746,190	0.452	0.577	2.334	645.099976	1,365,719,296	154,380
ABG	2006-02-24	-0.121	0.003	508,168	32,745,590	0.452	0.574	1.969	650	1,361,123,968	108,300
ABG	2006-03-03	-0.127	-0.006	622,536	32,744,594	0.501	0.628	2.187	635.900024	1,356,528,640	99,680
ABG	2006-03-10	-0.121	0.006	622,536	32,747,476	0.502	0.623	2.416	648.400024	1,351,933,312	70,800
ABG	2006-03-17	-0.109	0.013	622,536	32,975,124	0.502	0.611	2.293	662.799988	1,347,337,984	117,900
ABG	2006-03-24	-0.056	0.053	622,536	32,972,442	0.502	0.558	1.76	670	1,352,291,840	80,400
ABG	2006-03-31	-0.078	-0.022	515,761.96875	32,971,604	0.453	0.532	1.998	650.200012	1,357,245,696	65,880
ABG	2006-04-07	-0.137	-0.059	515,761.96875	32,972,682	0.454	0.591	1.748	615.599976	1,362,199,680	108,900
ABG	2006-04-14	-0.089	0.048	515,761.96875	32,973,118	0.453	0.542	1.132	613.299988	1,367,153,536	66,275
ABG	2006-04-21	-0.133	-0.044	515,761.96875	32,973,408	0.454	0.587	1.848	619.900024	1,372,107,392	71,180
ABG	2006-04-28	-0.151	-0.018	493,737.96875	32,973,534	0.437	0.588	1.98	635.400024	1,377,061,248	100,100
ABG	2006-05-05	-0.152	-0.001	493,737.96875	32,972,306	0.437	0.589	2.181	666.700012	1,382,015,104	108,040
ABG	2006-05-12	-0.145	0.007	493,737.96875	33,051,880	0.437	0.582	4.857	649.799988	1,386,968,960	66,320
ABG	2006-05-19	-0.142	0.003	493,737.96875	33,051,280	0.438	0.579	1.665	644.5	1,397,043,456	57,120
ABG	2006-05-26	-0.15	-0.009	493,737.96875	33,053,806	0.438	0.588	2.69	681.900024	1,407,117,952	118,880
ABG	2006-06-02	-0.122	0.028	601,603.9375	33,052,338	0.466	0.588	2.176	713.599976	1,417,192,448	189,524.984375
ABG	2006-06-09	-0.146	-0.023	601,603.9375	33,051,796	0.466	0.612	1.585	708.299988	1,427,266,816	175,300
ABG	2006-06-16	-0.183	-0.037	601,603.9375	33,055,298	0.466	0.649	2.402	705.400024	1,437,341,312	123,280
ABG	2006-06-23	-0.156	0.026	601,603.9375	33,053,658	0.467	0.623	2.188	677.599976	1,447,415,808	65,480
ABG	2006-06-30	-0.124	0.032	770,377	33,051,574	0.495	0.62	1.398	692.099976	1,457,490,176	120,120
ABG	2006-07-07	-0.094	0.031	770,377	33,054,352	0.495	0.589	0.942	687.200012	1,467,564,672	99,150
ABG	2006-07-14	-0.159	-0.066	770,377	33,053,742	0.496	0.655	1.671	658.099976	1,477,639,168	144,880
ABG	2006-07-21	-0.163	-0.004	770,377	33,054,600	0.497	0.66	1.807	672	1,487,713,536	126,480
ABG	2006-07-28	-0.185	-0.022	770,377	33,051,594	0.497	0.682	1.515	672.599976	1,497,788,032	157,740
ABG	2006-08-04	-0.173	0.012	729,714	33,052,734	0.477	0.65	1.546	683.200012	1,507,862,528	166,760
ABG	2006-08-11	-0.186	-0.013	729,714	33,195,770	0.478	0.663	1.34	659.599976	1,517,937,024	187,240
ABG	2006-08-18	-0.11	0.075	729,714	33,196,080	0.478	0.588	1.361	677.200012	1,518,130,048	58,940
ABG	2006-08-25	-0.106	0.004	729,714	33,199,382	0.478	0.584	1.172	644.400024	1,518,322,944	46,140
ABG	2006-09-01	-0.12	-0.014	639,360	33,198,636	0.453	0.573	1.537	681.900024	1,518,515,968	118,320
ABG	2006-09-08	-0.128	-0.007	639,360	33,197,586	0.453	0.581	1.243	660.299988	1,518,708,992	95,900
ABG	2006-09-15	-0.179	-0.051	639,360	33,199,208	0.453	0.632	2.311	668.299988	1,518,902,016	209,520
ABG	2006-09-22	-0.243	-0.064	639,360	33,197,968	0.453	0.696	3.668	654	1,519,095,040	1,647,140
ABG	2006-09-29	-0.328	-0.085	639,360	33,199,028	0.453	0.781	3.536	683.900024	1,519,288,064	364,760
ABG	2006-10-06	-0.35	-0.021	655,299.9375	33,197,406	0.459	0.809	2.431	716.400024	1,519,480,960	357,380
ABG	2006-10-13	-0.339	0.01	655,299.9375	33,198,436	0.459	0.798	2.02	762.900024	1,519,673,984	400,420
ABG	2006-10-20	-0.297	0.043	655,299.9375	33,197,166	0.459	0.755	1.498	796.400024	1,519,867,008	524,720
ABG	2006-10-27	-0.334	-0.038	655,299.9375	33,197,480	0.459	0.794	2.193	790.099976	1,520,060,032	549,600
ABG	2006-11-03	-0.275	0.059	700,935	33,198,970	0.469	0.744	2.584	774.200012	1,520,253,056	453,020
ABG	2006-11-10	-0.312	-0.037	700,935	33,443,154	0.468	0.78	1.341	832.400024	1,520,445,952	328,040
ABG	2006-11-17	-0.319	-0.007	700,935	33,444,122	0.47	0.789	1.26	805	1,508,966,656	565,340.0625
ABG	2006-11-24	-0.267	0.052	700,935	33,440,208	0.47	0.736	1.278	771.799988	1,497,487,232	322,875
ABG	2006-12-01	-0.207	0.06	956,780.0625	33,442,138	0.549	0.756	1.384	788.900024	1,486,007,936	270,260
ABG	2006-12-08	-0.189	0.018	956,780.0625	33,443,516	0.548	0.737	1.245	799.299988	1,474,528,640	253,340
ABG	2006-12-15	-0.161	0.028	956,780.0625	33,443,100	0.548	0.709	1.591	802.299988	1,463,049,216	216,260

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