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
ZION	2003-11-21	-0.063	-0.003	1,393,333	89,860,088	0.618	0.681	3.962	5,459	444,330,112	582,800
ZION	2003-11-28	-0.055	0.008	1,393,333	89,859,248	0.618	0.673	5.725	5,554.200195	439,665,216	472,000
ZION	2003-12-05	-0.077	-0.021	1,341,091	89,859,472	0.604	0.68	7.278	5,499.399902	435,000,320	397,600
ZION	2003-12-12	-0.061	0.015	1,341,091	89,859,360	0.604	0.665	4.162	5,558.700195	430,335,456	427,600
ZION	2003-12-19	-0.06	0.001	1,341,091	89,858,968	0.603	0.663	4.059	5,543.399902	425,670,560	384,000
ZION	2003-12-26	-0.016	0.044	1,341,091	89,859,296	0.604	0.62	13.541	5,492.200195	421,005,664	265,750
ZION	2004-01-02	-0.005	0.011	1,508,610	89,858,800	0.625	0.63	3.795	5,409.5	416,340,768	415,000
ZION	2004-01-09	0.018	0.024	1,508,610	89,860,072	0.625	0.606	6.269	5,394.299805	411,675,904	579,200
ZION	2004-01-16	-0.02	-0.039	1,508,610	89,858,824	0.625	0.645	10.136	5,410.399902	407,011,008	523,200
ZION	2004-01-23	-0.011	0.01	1,508,610	89,859,096	0.625	0.635	11.631	5,484.100098	402,346,112	774,000
ZION	2004-01-30	-0.077	-0.067	1,319,896.125	89,860,160	0.591	0.668	8.004	5,269.399902	397,681,216	774,000
ZION	2004-02-06	-0.067	0.011	1,319,896.125	89,859,920	0.591	0.658	6.449	5,324.200195	393,016,320	643,400
ZION	2004-02-13	-0.084	-0.018	1,319,896.125	89,859,616	0.591	0.676	8.284	5,248.700195	388,351,456	553,800
ZION	2004-02-20	-0.065	0.019	1,319,896.125	89,859,544	0.591	0.656	8.278	5,246	383,686,560	632,250
ZION	2004-02-27	-0.076	-0.011	1,319,896.125	89,859,272	0.591	0.667	8.181	5,236.100098	379,021,664	629,000
ZION	2004-03-05	-0.129	-0.054	976,703	89,859,800	0.524	0.653	9.164	5,319.700195	374,356,768	510,800
ZION	2004-03-12	-0.128	0.001	976,703	89,859,920	0.525	0.653	8.288	5,131.899902	369,691,904	440,400
ZION	2004-03-19	-0.14	-0.012	976,703	89,683,200	0.526	0.666	7.243	5,152.299805	365,027,008	465,400
ZION	2004-03-26	-0.105	0.035	976,703	89,682,824	0.526	0.631	8.772	5,089.5	366,522,240	518,800
ZION	2004-04-02	-0.133	-0.028	922,829	89,683,880	0.501	0.634	12.457	5,106.600098	368,017,504	504,600
ZION	2004-04-09	-0.141	-0.008	922,829	89,684,168	0.5	0.641	10.299	5,139.799805	369,512,736	422,750.03125
ZION	2004-04-16	-0.134	0.007	922,829	89,683,440	0.5	0.634	12.895	4,901.200195	371,008,000	690,600
ZION	2004-04-23	-0.156	-0.022	922,829	89,684,048	0.5	0.656	11.135	5,194.5	372,503,264	619,800
ZION	2004-04-30	-0.139	0.017	1,124,305	89,683,696	0.522	0.662	11.785	5,075.200195	373,998,496	545,400
ZION	2004-05-07	-0.145	-0.006	1,124,305	89,684,152	0.522	0.667	8.207	5,025.899902	375,493,760	451,200
ZION	2004-05-14	-0.135	0.01	1,124,305	89,528,928	0.524	0.66	7.316	5,245.5	376,988,992	696,600
ZION	2004-05-21	-0.117	0.018	1,124,305	89,529,640	0.525	0.642	5.59	5,405.799805	377,314,688	821,000
ZION	2004-05-28	-0.144	-0.027	1,124,305	89,530,184	0.525	0.669	13.139	5,488.200195	377,640,384	534,200
ZION	2004-06-04	-0.157	-0.013	1,049,415	89,529,400	0.493	0.65	11.091	5,498	377,966,080	604,750
ZION	2004-06-11	-0.133	0.025	1,049,415	89,530,184	0.493	0.625	4.697	5,488.200195	378,291,776	273,500
ZION	2004-06-18	-0.15	-0.017	1,049,415	89,529,712	0.493	0.643	11.884	5,425.5	378,617,472	344,400
ZION	2004-06-25	-0.139	0.011	1,049,415	89,529,400	0.493	0.631	9.045	5,498	378,943,168	458,000
ZION	2004-07-02	-0.154	-0.015	1,045,123	89,529,280	0.481	0.634	8.12	5,534.700195	379,268,832	348,000
ZION	2004-07-09	-0.138	0.016	1,045,123	89,529,048	0.481	0.619	16.065001	5,532	379,594,528	301,750.03125
ZION	2004-07-16	-0.15	-0.012	1,045,123	89,529,880	0.481	0.631	11.261	5,618	379,920,224	380,200
ZION	2004-07-23	-0.143	0.007	1,045,123	89,528,632	0.48	0.623	10.773	5,394.100098	380,245,920	1,067,200
ZION	2004-07-30	-0.154	-0.011	1,103,776	89,528,920	0.505	0.658	6.146	5,416.5	380,571,616	807,600
ZION	2004-08-06	-0.174	-0.02	1,103,776	89,529,528	0.505	0.679	9.069	5,290.299805	380,897,312	589,200
ZION	2004-08-13	-0.121	0.052	1,103,776	89,515,368	0.506	0.627	7.716	5,301.100098	381,223,008	1,024,400
ZION	2004-08-20	-0.168	-0.046	1,103,776	89,515,208	0.507	0.674	9.543	5,502.5	382,275,680	579,400
ZION	2004-08-27	-0.145	0.023	1,103,776	89,515,536	0.507	0.651	6.284	5,561.600098	383,328,384	326,000
ZION	2004-09-03	-0.092	0.052	1,142,780	89,516,280	0.495	0.588	6.706	5,607.299805	384,381,088	279,000
ZION	2004-09-10	-0.159	-0.067	1,142,780	89,515,816	0.495	0.654	4.426	5,546.399902	385,433,760	416,750.03125
ZION	2004-09-17	-0.128	0.032	1,142,780	89,515,576	0.494	0.622	8.581	5,432.700195	386,486,464	636,000
ZION	2004-09-24	-0.119	0.008	1,142,780	89,515,784	0.494	0.614	0.351	5,361.100098	387,539,168	401,000
ZION	2004-10-01	-0.145	-0.026	1,174,185	89,515,600	0.506	0.651	5.44	5,507	388,591,840	424,800
ZION	2004-10-08	-0.149	-0.004	1,174,185	89,516,344	0.505	0.654	8.811	5,367.399902	389,644,544	488,200
ZION	2004-10-15	-0.144	0.005	1,174,185	89,515,312	0.505	0.649	6.944	5,466.700195	390,697,216	489,200
ZION	2004-10-22	-0.124	0.021	1,174,185	89,516,056	0.505	0.628	19.808001	5,771.100098	391,749,920	999,800
ZION	2004-10-29	-0.158	-0.034	1,174,185	89,516,184	0.505	0.663	5.854	5,920.600098	392,802,624	374,200
ZION	2004-11-05	-0.143	0.015	1,265,562	89,514,984	0.528	0.67	8.685	5,942.899902	393,855,296	495,200
ZION	2004-11-12	-0.128	0.015	1,265,562	89,662,960	0.528	0.656	6.519	6,118.600098	394,908,000	345,200
ZION	2004-11-19	-0.138	-0.01	1,265,562	89,663,632	0.528	0.666	6.33	5,917.799805	394,924,512	488,600
ZION	2004-11-26	-0.109	0.029	1,265,562	89,663,192	0.528	0.637	2.643	6,016.399902	394,940,992	290,500
ZION	2004-12-03	-0.04	0.069	1,700,452	89,662,464	0.601	0.641	4.649	6,056.700195	394,957,504	505,000
ZION	2004-12-10	-0.043	-0.003	1,700,452	89,662,856	0.602	0.645	3.51	5,957.200195	394,974,016	339,600
ZION	2004-12-17	-0.035	0.008	1,700,452	89,663,616	0.602	0.637	4.384	5,970.700195	394,990,496	331,400
ZION	2004-12-24	-0.036	0	1,700,452	89,663,544	0.601	0.637	4.519	6,209.200195	395,007,008	451,750.03125
ZION	2004-12-31	-0.046	-0.011	1,450,560	89,663,384	0.572	0.618	3.29	6,099.799805	395,023,488	201,400
ZION	2005-01-07	-0.056	-0.01	1,450,560	89,663,032	0.571	0.627	5.9	5,827.200195	395,040,000	493,000
ZION	2005-01-14	-0.055	0.001	1,450,560	89,663,304	0.571	0.627	3.924	5,699	395,056,512	559,400
ZION	2005-01-21	-0.073	-0.018	1,450,560	89,662,304	0.571	0.644	5.66	5,894.399902	395,072,992	681,250
ZION	2005-01-28	-0.053	0.02	1,450,560	89,663,400	0.571	0.624	6.99	5,940.200195	395,089,504	587,800
ZION	2005-02-04	-0.118	-0.065	1,314,246	89,662,856	0.546	0.664	9.092	6,276.399902	395,105,984	556,800
ZION	2005-02-11	-0.115	0.003	1,314,246	89,662,424	0.546	0.661	7.879	6,188.5	395,122,496	491,200
ZION	2005-02-18	-0.126	-0.011	1,314,246	89,663,192	0.546	0.672	5.506	6,016.399902	395,139,008	372,800
ZION	2005-02-25	-0.119	0.007	1,314,246	89,663,192	0.546	0.664	4.213	5,936.600098	395,155,488	384,000
ZION	2005-03-04	-0.037	0.081	1,257,754	89,855,024	0.511	0.548	0.367	6,198.200195	395,172,000	462,200
ZION	2005-03-11	-0.106	-0.068	1,257,754	89,854,728	0.511	0.616	3.998	6,246.700195	396,660,000	628,800
ZION	2005-03-18	-0.121	-0.015	1,257,754	89,854,664	0.513	0.633	10.759	6,244	398,148,000	504,200
ZION	2005-03-25	-0.118	0.002	1,257,754	89,854,160	0.513	0.631	6.229	6,099.299805	399,636,000	666,250
ZION	2005-04-01	-0.125	-0.006	1,386,907	89,854,992	0.515	0.639	6.221	6,134.399902	401,124,000	496,000
ZION	2005-04-08	-0.13	-0.005	1,386,907	89,854,008	0.514	0.644	4.513	6,155	402,612,000	398,400
ZION	2005-04-15	-0.138	-0.008	1,386,907	89,853,912	0.514	0.653	6.382	5,966.299805	404,100,000	566,200
ZION	2005-04-22	-0.161	-0.023	1,386,907	89,854,728	0.515	0.676	3.37	6,123.600098	405,588,000	604,400
ZION	2005-04-29	-0.128	0.034	1,386,907	89,854,344	0.515	0.642	6.312	6,292.5	407,076,000	701,800
ZION	2005-05-06	-0.127	0.001	1,604,825	89,689,224	0.529	0.655	7.687	6,349.100098	408,564,000	834,800
ZION	2005-05-13	-0.117	0.01	1,604,825	89,688,568	0.53	0.648	3.639	6,278.200195	409,813,920	535,600
ZION	2005-05-20	-0.138	-0.021	1,604,825	89,688,248	0.531	0.669	11.322	6,358	411,063,872	554,200
ZION	2005-05-27	-0.14	-0.001	1,604,825	89,689,168	0.531	0.671	4.44	6,376.899902	412,313,792	471,400
ZION	2005-06-03	-0.074	0.066	1,785,667	89,689,576	0.535	0.609	3.262	6,472	413,563,712	502,249.96875
ZION	2005-06-10	-0.118	-0.044	1,785,667	89,688,408	0.535	0.653	7.536	6,476.399902	414,813,632	325,400
ZION	2005-06-17	-0.115	0.002	1,785,667	89,688,704	0.535	0.65	2.831	6,741.899902	416,063,584	431,600
ZION	2005-06-24	-0.087	0.028	1,785,667	89,689,152	0.535	0.622	5.317	6,607.399902	417,313,504	607,800
ZION	2005-07-01	-0.121	-0.034	1,593,490	89,688,648	0.501	0.622	6.709	6,596.600098	418,563,424	370,200
ZION	2005-07-08	-0.161	-0.04	1,593,490	89,689,424	0.5	0.661	6.714	6,266.600098	419,813,344	1,894,500
ZION	2005-07-15	-0.193	-0.032	1,593,490	89,689,568	0.5	0.693	7.172	6,356.299805	421,063,296	875,400
ZION	2005-07-22	-0.167	0.026	1,593,490	89,689,144	0.5	0.667	7.298	6,491.700195	422,313,216	531,200
ZION	2005-07-29	-0.173	-0.006	1,593,490	89,689,424	0.5	0.673	4.637	6,411	423,563,136	605,800
ZION	2005-08-05	-0.089	0.084	2,139,497	89,688,248	0.584	0.673	7.185	6,386.700195	424,813,056	371,800
ZION	2005-08-12	-0.062	0.027	2,139,497	90,078,064	0.583	0.645	3.813	6,461.299805	426,063,008	339,000
ZION	2005-08-19	-0.06	0.002	2,139,497	90,078,504	0.584	0.645	2.909	6,426.200195	427,119,232	293,800
ZION	2005-08-26	-0.059	0.002	2,139,497	90,077,344	0.584	0.643	2.719	6,289.200195	428,175,456	361,600
ZION	2005-09-02	0.017	0.076	2,882,932	90,078,464	0.657	0.64	3.465	6,314.5	429,231,680	375,400
ZION	2005-09-09	0.056	0.039	2,882,932	90,078,632	0.657	0.601	2.698	6,415.399902	430,287,936	270,249.96875
ZION	2005-09-16	0.041	-0.014	2,882,932	90,077,960	0.657	0.616	4.701	6,470.299805	431,344,160	478,600
ZION	2005-09-23	0.045	0.003	2,882,932	90,078,312	0.657	0.612	3.023	6,441.5	432,400,352	839,800
ZION	2005-09-30	0.021	-0.024	3,098,073	90,078,632	0.669	0.648	3.607	6,415.399902	433,456,608	579,200
ZION	2005-10-07	0.022	0.001	3,098,073	90,077,712	0.669	0.647	1.299	6,259.5	434,512,832	420,200
ZION	2005-10-14	0.004	-0.018	3,098,073	90,078,264	0.669	0.665	3.469	6,215.399902	435,569,088	515,600

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