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
AB	2006-03-10	-0.101	-0.037	494,784	83,613,288	0.324	0.425	2.041	5,336.200195	88,692,272	183,000
AB	2006-03-17	-0.154	-0.054	494,784	83,613,008	0.325	0.479	5.146	5,401.399902	86,966,912	189,000
AB	2006-03-24	-0.087	0.067	494,784	83,613,624	0.325	0.412	2.431	5,379.700195	85,241,544	144,200
AB	2006-03-31	-0.017	0.07	556,848	83,613,584	0.339	0.356	2.333	5,539.399902	83,516,184	175,800
AB	2006-04-07	-0.059	-0.042	556,848	83,613,648	0.339	0.398	3.434	5,687.399902	81,790,816	239,000
AB	2006-04-14	-0.106	-0.047	556,848	83,614,128	0.339	0.444	2.877	5,846.299805	80,065,456	208,000
AB	2006-04-21	-0.107	-0.001	556,848	83,614,048	0.339	0.446	2.866	5,858	78,340,088	177,200
AB	2006-04-28	-0.077	0.03	781,404.0625	83,613,656	0.37	0.447	1.704	5,388.899902	76,614,728	278,600
AB	2006-05-05	-0.088	-0.012	781,404.0625	83,613,088	0.37	0.458	1.577	5,748.399902	74,889,360	266,000
AB	2006-05-12	-0.116	-0.028	781,404.0625	84,129,568	0.37	0.487	1.364	5,518.899902	73,164,000	248,400
AB	2006-05-19	-0.101	0.015	781,404.0625	84,129,360	0.371	0.472	2.196	5,411.200195	74,037,072	253,400
AB	2006-05-26	-0.097	0.004	781,404.0625	84,129,224	0.371	0.468	2.14	5,468.399902	74,910,152	178,400
AB	2006-06-02	-0.025	0.072	809,945	84,129,808	0.371	0.396	1.957	5,496.200195	75,783,232	133,500
AB	2006-06-09	-0.047	-0.022	809,945	84,130,184	0.371	0.418	1.819	5,285.899902	76,656,304	160,800
AB	2006-06-16	-0.072	-0.025	809,945	84,130,336	0.372	0.444	1.15	5,035.200195	77,529,384	358,800
AB	2006-06-23	-0.093	-0.021	809,945	84,130,024	0.372	0.465	1.589	4,917.399902	78,402,464	149,600
AB	2006-06-30	-0.105	-0.012	592,987	84,129,864	0.326	0.431	2.663	5,143.700195	79,275,536	266,600
AB	2006-07-07	-0.062	0.043	592,987	84,130,040	0.326	0.388	1.831	5,110.899902	80,148,616	103,250
AB	2006-07-14	-0.171	-0.109	592,987	84,130,432	0.326	0.496	2.718	4,837.5	81,021,696	297,400
AB	2006-07-21	-0.198	-0.027	592,987	84,129,856	0.326	0.524	2.302	5,066.299805	81,894,768	223,400
AB	2006-07-28	-0.234	-0.036	592,987	84,130,040	0.326	0.56	2.388	5,628.299805	82,767,848	366,400
AB	2006-08-04	-0.17	0.064	426,329.96875	84,129,328	0.285	0.455	5.589	5,594.600098	83,640,920	162,400
AB	2006-08-11	-0.135	0.035	426,329.96875	84,274,328	0.285	0.42	2.819	5,603.399902	84,514,000	154,000
AB	2006-08-18	-0.205	-0.071	426,329.96875	84,273,312	0.285	0.491	4.555	5,827.5	84,322,768	235,000
AB	2006-08-25	-0.166	0.039	426,329.96875	84,274,392	0.285	0.452	3.644	5,528.399902	84,131,536	161,600
AB	2006-09-01	0.011	0.177	619,893	84,273,328	0.325	0.314	2.115	5,636.200195	83,940,304	142,680
AB	2006-09-08	-0.143	-0.154	619,893	84,273,960	0.325	0.468	2.14	5,635.399902	83,749,080	142,750
AB	2006-09-15	-0.184	-0.04	619,893	84,273,216	0.324	0.508	2.526	5,971.600098	83,557,848	294,200
AB	2006-09-22	-0.166	0.017	619,893	84,273,088	0.325	0.491	2.058	5,721.299805	83,366,616	293,400
AB	2006-09-29	-0.064	0.102	619,893	84,273,088	0.325	0.389	3.22	5,814	83,175,384	210,200
AB	2006-10-06	-0.204	-0.139	620,426	84,274,232	0.326	0.529	2.855	5,869.700195	82,984,152	203,400
AB	2006-10-13	-0.198	0.005	620,426	84,273,888	0.325	0.524	3.643	6,412.399902	82,792,920	536,800
AB	2006-10-20	-0.18	0.019	620,426	84,273,824	0.325	0.504	2.071	6,278.399902	82,601,696	439,000
AB	2006-10-27	-0.235	-0.055	620,426	84,274,096	0.325	0.559	3.116	6,425.899902	82,410,464	278,400
AB	2006-11-03	-0.132	0.103	746,762	84,273,872	0.343	0.475	1.843	6,400.600098	82,219,232	361,000
AB	2006-11-10	-0.197	-0.065	746,762	84,724,456	0.343	0.54	2.685	6,441.600098	82,028,000	382,200
AB	2006-11-17	-0.115	0.082	746,762	84,724,792	0.344	0.459	2.415	6,588.200195	84,386,440	176,000
AB	2006-11-24	-0.103	0.012	746,762	84,724,248	0.344	0.447	2	6,513.600098	86,744,872	134,250
AB	2006-12-01	-0.086	0.018	660,670	84,724,600	0.337	0.422	2.617	6,522.100098	89,103,312	311,800
AB	2006-12-08	-0.159	-0.073	660,670	84,725,416	0.336	0.495	1.973	6,711.100098	91,461,752	397,400
AB	2006-12-15	-0.149	0.009	660,670	84,724,400	0.336	0.486	1.907	6,701.700195	93,820,184	182,600
AB	2006-12-22	-0.204	-0.055	660,670	84,724,656	0.336	0.54	1.433	6,769.5	96,178,624	189,600
AB	2006-12-29	-0.037	0.168	660,670	84,725,120	0.336	0.373	2.147	6,811.899902	98,537,064	93,750
AB	2007-01-05	-0.083	-0.046	765,157	84,725,048	0.358	0.441	1.99	6,840.700195	100,895,504	235,666.671875
AB	2007-01-12	-0.135	-0.052	765,157	84,725,224	0.358	0.493	2.152	7,446.5	103,253,936	339,800
AB	2007-01-19	-0.144	-0.009	765,157	84,725,104	0.358	0.502	2.272	7,443.100098	105,612,376	320,750.03125
AB	2007-01-26	-0.14	0.004	765,157	84,724,760	0.358	0.499	3.017	7,680.299805	107,970,816	341,800
AB	2007-02-02	-0.096	0.044	779,004.0625	84,724,712	0.359	0.456	2.307	7,755.700195	110,329,248	351,200
AB	2007-02-09	-0.099	-0.003	779,004.0625	84,724,368	0.359	0.459	2.238	7,684.5	112,687,688	238,600
AB	2007-02-16	-0.125	-0.025	779,004.0625	84,725,136	0.359	0.484	2.01	7,690.5	115,046,128	225,400
AB	2007-02-23	-0.098	0.026	779,004.0625	84,725,072	0.359	0.457	2.148	7,611.700195	117,404,560	193,500
AB	2007-03-02	-0.111	-0.013	771,904	85,918,992	0.351	0.462	2.416	7,063.399902	119,763,000	522,200
AB	2007-03-09	-0.226	-0.115	771,904	85,919,536	0.352	0.577	2.704	7,367.600098	116,215,336	405,800
AB	2007-03-16	-0.167	0.059	771,904	85,919,632	0.351	0.518	1.643	7,077.200195	112,667,664	303,000
AB	2007-03-23	-0.17	-0.003	771,904	85,918,904	0.352	0.522	2.439	7,438	109,119,992	241,600
AB	2007-03-30	-0.166	0.005	489,685	85,919,768	0.292	0.457	3.301	7,603.899902	105,572,336	272,000
AB	2007-04-06	-0.205	-0.039	489,685	85,919,160	0.293	0.498	2.209	7,758.5	102,024,664	221,000
AB	2007-04-13	-0.203	0.002	489,685	85,919,408	0.293	0.496	3.084	7,952.700195	98,477,000	220,400
AB	2007-04-20	-0.135	0.068	489,685	85,918,976	0.293	0.427	2.864	8,059.200195	94,929,336	146,000
AB	2007-04-27	-0.166	-0.032	489,685	85,919,544	0.292	0.459	3.197	7,881.399902	91,381,664	287,000
AB	2007-05-04	-0.167	-0.001	510,238.03125	86,159,104	0.291	0.458	3.087	7,949.899902	87,834,000	222,800
AB	2007-05-11	-0.201	-0.034	510,238.03125	86,159,008	0.292	0.493	3.225	7,716.399902	89,559,616	260,000
AB	2007-05-18	-0.145	0.057	510,238.03125	86,159,664	0.293	0.438	3.264	7,749.200195	91,285,232	312,800
AB	2007-05-25	-0.214	-0.07	510,238.03125	86,159,520	0.293	0.507	3.035	7,701.799805	93,010,848	227,800
AB	2007-06-01	-0.277	-0.063	259,891.015625	86,159,360	0.234	0.511	7.497	7,925.799805	94,736,464	168,000
AB	2007-06-08	-0.227	0.05	259,891.015625	86,159,112	0.233	0.46	6.042	7,548.399902	96,462,080	247,600
AB	2007-06-15	-0.277	-0.051	259,891.015625	86,159,672	0.233	0.511	4.654	7,607.899902	98,187,696	778,200
AB	2007-06-22	-0.306	-0.029	259,891.015625	86,159,432	0.233	0.539	5.098	7,349.399902	99,913,304	513,000
AB	2007-06-29	-0.226	0.08	259,891.015625	86,159,152	0.233	0.459	6.175	7,503.600098	101,638,920	387,000
AB	2007-07-06	-0.267	-0.041	248,588	86,159,312	0.223	0.491	4.867	7,766.399902	103,364,536	196,500
AB	2007-07-13	-0.316	-0.049	248,588	86,159,680	0.224	0.54	5.317	7,715.600098	105,090,152	290,200
AB	2007-07-20	-0.259	0.057	248,588	86,159,896	0.223	0.482	3.298	7,446.799805	106,815,768	334,200
AB	2007-07-27	-0.245	0.014	248,588	86,158,784	0.223	0.468	6.336	7,379.5	108,541,384	483,800
AB	2007-08-03	-0.208	0.037	320,472	86,608,488	0.236	0.445	5.007	7,145.200195	110,267,000	451,000
AB	2007-08-10	-0.275	-0.067	320,472	86,608,064	0.236	0.511	5.537	7,192.799805	110,594,784	657,200
AB	2007-08-17	-0.322	-0.047	320,472	86,607,824	0.236	0.558	7.008	7,016.100098	110,922,568	599,400
AB	2007-08-24	-0.295	0.027	320,472	86,607,504	0.236	0.531	3.539	7,319.200195	111,250,360	305,200
AB	2007-08-31	-0.204	0.091	396,017	86,608,160	0.264	0.468	5.064	7,154.700195	111,578,144	202,200
AB	2007-09-07	-0.212	-0.008	396,017	86,607,696	0.264	0.476	2.522	7,100.100098	111,905,928	229,750
AB	2007-09-14	-0.211	0.001	396,017	86,608,544	0.264	0.475	3.676	7,053.399902	112,233,712	266,400
AB	2007-09-21	-0.193	0.017	396,017	86,607,432	0.264	0.457	3.504	7,359.899902	112,561,504	355,600
AB	2007-09-28	-0.232	-0.038	396,017	86,608,376	0.264	0.496	4.077	7,627.600098	112,889,288	253,200
AB	2007-10-05	-0.189	0.042	335,215	86,608,264	0.253	0.442	5.504	8,007.799805	113,217,072	242,600
AB	2007-10-12	-0.175	0.015	335,215	86,608,200	0.253	0.428	5.038	7,851.899902	113,544,856	195,800
AB	2007-10-19	-0.174	0.001	335,215	86,608,512	0.255	0.429	3.701	7,446.600098	113,872,640	252,400
AB	2007-10-26	-0.228	-0.054	335,215	86,607,480	0.255	0.483	5.036	7,268.100098	114,200,432	362,600
AB	2007-11-02	-0.198	0.03	381,315	86,608,280	0.262	0.46	4.303	6,971.100098	114,528,216	247,800
AB	2007-11-09	-0.19	0.008	381,315	86,724,344	0.261	0.452	4.162	6,465.299805	114,856,000	419,000
AB	2007-11-16	-0.225	-0.034	351,981	86,725,064	0.251	0.476	5.231	6,633.600098	114,071,184	417,400
AB	2007-11-23	-0.262	-0.037	351,981	86,724,768	0.252	0.513	4.623	6,667.399902	113,286,376	393,249.96875
AB	2007-11-30	-0.248	0.013	300,464	86,724,840	0.239	0.488	4.433	7,107.100098	112,501,560	426,400
AB	2007-12-07	-0.233	0.015	300,464	86,723,840	0.239	0.472	4.982	6,977.799805	111,716,752	275,000
AB	2007-12-14	-0.286	-0.052	300,464	86,724,768	0.239	0.525	3.598	6,866	110,931,936	351,800
AB	2007-12-21	-0.233	0.053	406,502.03125	86,724,664	0.262	0.495	2.724	6,879	110,147,128	299,600
AB	2007-12-28	-0.167	0.066	406,502.03125	86,724,856	0.262	0.429	2.901	6,707.299805	109,362,312	196,750
AB	2008-01-04	-0.206	-0.04	323,220	86,723,920	0.247	0.453	4.605	6,461.799805	108,577,504	421,000
AB	2008-01-11	-0.313	-0.107	323,220	86,724,544	0.247	0.56	8.526	6,044.700195	107,792,688	812,200
AB	2008-01-18	-0.327	-0.014	268,111	86,724,912	0.227	0.554	6.452	5,012.700195	107,007,872	976,600
AB	2008-01-25	-0.369	-0.043	268,111	86,725,016	0.227	0.596	7.971	5,500.100098	106,223,064	1,027,000
AB	2008-02-01	-0.361	0.009	295,528	86,723,904	0.226	0.587	6.246	5,958.799805	105,438,248	690,200

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