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
AB	2005-11-18	-0.18	-0.01	502,381	81,788,080	0.329	0.509	4.147	4,446	68,897,400	168,200
AB	2005-11-25	-0.196	-0.017	502,381	81,789,336	0.33	0.526	2.744	4,511.5	70,557,800	183,150
AB	2005-12-02	-0.147	0.049	403,078.03125	81,787,928	0.308	0.455	3.649	4,473.799805	72,218,200	148,600
AB	2005-12-09	-0.175	-0.028	403,078.03125	81,788,984	0.308	0.482	2.837	4,635.799805	73,878,600	197,600
AB	2005-12-16	-0.182	-0.007	403,078.03125	81,788,872	0.308	0.49	3.458	4,617.799805	75,539,000	185,680
AB	2005-12-23	-0.133	0.049	403,078.03125	81,787,920	0.308	0.441	3.5	4,643.100098	77,199,400	271,200
AB	2005-12-30	-0.065	0.068	571,114	81,787,928	0.347	0.412	2.292	4,620.200195	78,859,800	84,250
AB	2006-01-06	-0.085	-0.02	571,114	81,789,112	0.346	0.431	2.011	4,731.5	80,520,200	193,500
AB	2006-01-13	-0.114	-0.029	571,114	81,787,936	0.346	0.46	2.284	5,013.600098	82,180,600	347,200
AB	2006-01-20	-0.15	-0.036	571,114	81,788,328	0.346	0.496	1.696	4,907.299805	83,841,000	256,500
AB	2006-01-27	-0.093	0.057	571,114	81,788,984	0.345	0.438	2.813	5,093	85,501,400	253,800
AB	2006-02-03	-0.075	0.018	571,779.9375	81,788,288	0.344	0.419	2.73	4,875.399902	87,161,800	195,400
AB	2006-02-10	-0.125	-0.05	571,779.9375	81,789,216	0.345	0.47	0.364	5,005.5	88,822,200	208,200
AB	2006-02-17	-0.101	0.023	571,779.9375	81,788,728	0.345	0.446	2.332	5,226.299805	90,482,600	216,400
AB	2006-02-24	-0.143	-0.041	571,779.9375	83,613,952	0.343	0.485	2.602	5,393.100098	92,143,000	205,250
AB	2006-03-03	-0.076	0.067	494,784	83,613,656	0.325	0.4	3.018	5,289.399902	90,417,640	192,200
AB	2006-03-10	-0.113	-0.038	494,784	83,613,288	0.325	0.438	2.316	5,336.200195	88,692,272	183,000
AB	2006-03-17	-0.138	-0.025	494,784	83,613,008	0.325	0.463	2.377	5,401.399902	86,966,912	189,000
AB	2006-03-24	-0.116	0.022	494,784	83,613,624	0.325	0.442	3.434	5,379.700195	85,241,544	144,200
AB	2006-03-31	-0.059	0.057	556,848	83,613,584	0.34	0.399	3.425	5,539.399902	83,516,184	175,800
AB	2006-04-07	-0.085	-0.026	556,848	83,613,648	0.34	0.425	2.6	5,687.399902	81,790,816	239,000
AB	2006-04-14	-0.127	-0.042	556,848	83,614,128	0.34	0.467	3.564	5,846.299805	80,065,456	208,000
AB	2006-04-21	-0.109	0.019	556,848	83,614,048	0.34	0.448	3.035	5,858	78,340,088	177,200
AB	2006-04-28	-0.102	0.006	781,404.0625	83,613,656	0.371	0.473	2.221	5,388.899902	76,614,728	278,600
AB	2006-05-05	-0.089	0.014	781,404.0625	83,613,088	0.371	0.459	1.691	5,748.399902	74,889,360	266,000
AB	2006-05-12	-0.126	-0.037	781,404.0625	84,129,568	0.371	0.497	1.785	5,518.899902	73,164,000	248,400
AB	2006-05-19	-0.111	0.014	781,404.0625	84,129,360	0.372	0.483	2.897	5,411.200195	74,037,072	253,400
AB	2006-05-26	-0.108	0.003	781,404.0625	84,129,224	0.372	0.48	1.781	5,468.399902	74,910,152	178,400
AB	2006-06-02	-0.041	0.067	809,945	84,129,808	0.372	0.413	2.14	5,496.200195	75,783,232	133,500
AB	2006-06-09	-0.131	-0.09	809,945	84,130,184	0.372	0.503	1.515	5,285.899902	76,656,304	160,800
AB	2006-06-16	-0.056	0.074	809,945	84,130,336	0.373	0.429	1.668	5,035.200195	77,529,384	358,800
AB	2006-06-23	-0.12	-0.063	809,945	84,130,024	0.372	0.492	2.455	4,917.399902	78,402,464	149,600
AB	2006-06-30	-0.14	-0.02	592,987	84,129,864	0.326	0.466	2.905	5,143.700195	79,275,536	266,600
AB	2006-07-07	-0.072	0.068	592,987	84,130,040	0.326	0.398	1.91	5,110.899902	80,148,616	103,250
AB	2006-07-14	-0.174	-0.102	592,987	84,130,432	0.326	0.501	2.697	4,837.5	81,021,696	297,400
AB	2006-07-21	-0.19	-0.016	592,987	84,129,856	0.327	0.517	1.775	5,066.299805	81,894,768	223,400
AB	2006-07-28	-0.205	-0.014	592,987	84,130,040	0.326	0.531	2.764	5,628.299805	82,767,848	366,400
AB	2006-08-04	-0.185	0.019	426,329.96875	84,129,328	0.285	0.471	2.765	5,594.600098	83,640,920	162,400
AB	2006-08-11	-0.17	0.015	426,329.96875	84,274,328	0.286	0.455	4.436	5,603.399902	84,514,000	154,000
AB	2006-08-18	-0.194	-0.024	426,329.96875	84,273,312	0.286	0.48	3.364	5,827.5	84,322,768	235,000
AB	2006-08-25	-0.177	0.018	426,329.96875	84,274,392	0.286	0.462	2.101	5,528.399902	84,131,536	161,600
AB	2006-09-01	-0.053	0.124	619,893	84,273,328	0.325	0.378	2.686	5,636.200195	83,940,304	142,680
AB	2006-09-08	-0.176	-0.124	619,893	84,273,960	0.325	0.502	3.05	5,635.399902	83,749,080	142,750
AB	2006-09-15	-0.164	0.013	619,893	84,273,216	0.325	0.489	3.353	5,971.600098	83,557,848	294,200
AB	2006-09-22	-0.183	-0.019	619,893	84,273,088	0.325	0.508	1.796	5,721.299805	83,366,616	293,400
AB	2006-09-29	-0.095	0.088	619,893	84,273,088	0.325	0.42	1.82	5,814	83,175,384	210,200
AB	2006-10-06	-0.23	-0.136	620,426	84,274,232	0.326	0.557	2.523	5,869.700195	82,984,152	203,400
AB	2006-10-13	-0.237	-0.006	620,426	84,273,888	0.326	0.563	3.064	6,412.399902	82,792,920	536,800
AB	2006-10-20	-0.229	0.008	620,426	84,273,824	0.325	0.554	2.082	6,278.399902	82,601,696	439,000
AB	2006-10-27	-0.254	-0.025	620,426	84,274,096	0.325	0.579	2.272	6,425.899902	82,410,464	278,400
AB	2006-11-03	-0.142	0.112	746,762	84,273,872	0.344	0.485	1.664	6,400.600098	82,219,232	361,000
AB	2006-11-10	-0.214	-0.072	746,762	84,724,456	0.343	0.557	2.684	6,441.600098	82,028,000	382,200
AB	2006-11-17	-0.15	0.064	746,762	84,724,792	0.344	0.494	1.703	6,588.200195	84,386,440	176,000
AB	2006-11-24	-0.13	0.02	746,762	84,724,248	0.344	0.475	2.678	6,513.600098	86,744,872	134,250
AB	2006-12-01	-0.101	0.03	660,670	84,724,600	0.337	0.438	2.115	6,522.100098	89,103,312	311,800
AB	2006-12-08	-0.204	-0.103	660,670	84,725,416	0.337	0.541	3.865	6,711.100098	91,461,752	397,400
AB	2006-12-15	-0.156	0.048	660,670	84,724,400	0.337	0.493	1.308	6,701.700195	93,820,184	182,600
AB	2006-12-22	-0.224	-0.067	660,670	84,724,656	0.336	0.56	2.771	6,769.5	96,178,624	189,600
AB	2006-12-29	-0.035	0.189	660,670	84,725,120	0.337	0.372	1.452	6,811.899902	98,537,064	93,750
AB	2007-01-05	-0.115	-0.08	765,157	84,725,048	0.359	0.474	2.592	6,840.700195	100,895,504	235,666.671875
AB	2007-01-12	-0.13	-0.016	765,157	84,725,224	0.359	0.489	2.209	7,446.5	103,253,936	339,800
AB	2007-01-19	-0.136	-0.006	765,157	84,725,104	0.358	0.495	1.939	7,443.100098	105,612,376	320,750.03125
AB	2007-01-26	-0.169	-0.033	765,157	84,724,760	0.359	0.527	2.784	7,680.299805	107,970,816	341,800
AB	2007-02-02	-0.134	0.035	779,004.0625	84,724,712	0.36	0.493	1.892	7,755.700195	110,329,248	351,200
AB	2007-02-09	-0.14	-0.006	779,004.0625	84,724,368	0.36	0.5	2.045	7,684.5	112,687,688	238,600
AB	2007-02-16	-0.165	-0.025	779,004.0625	84,725,136	0.36	0.525	1.488	7,690.5	115,046,128	225,400
AB	2007-02-23	-0.123	0.042	779,004.0625	84,725,072	0.359	0.483	1.555	7,611.700195	117,404,560	193,500
AB	2007-03-02	-0.138	-0.015	771,904	85,918,992	0.351	0.489	1.785	7,063.399902	119,763,000	522,200
AB	2007-03-09	-0.24	-0.102	771,904	85,919,536	0.352	0.591	1.863	7,367.600098	116,215,336	405,800
AB	2007-03-16	-0.178	0.062	771,904	85,919,632	0.351	0.529	1.397	7,077.200195	112,667,664	303,000
AB	2007-03-23	-0.168	0.01	771,904	85,918,904	0.352	0.52	2.221	7,438	109,119,992	241,600
AB	2007-03-30	-0.187	-0.019	489,685	85,919,768	0.291	0.479	2.96	7,603.899902	105,572,336	272,000
AB	2007-04-06	-0.248	-0.061	489,685	85,919,160	0.293	0.541	3.639	7,758.5	102,024,664	221,000
AB	2007-04-13	-0.228	0.02	489,685	85,919,408	0.293	0.52	3.446	7,952.700195	98,477,000	220,400
AB	2007-04-20	-0.157	0.071	489,685	85,918,976	0.293	0.449	2.373	8,059.200195	94,929,336	146,000
AB	2007-04-27	-0.158	-0.002	489,685	85,919,544	0.292	0.45	2.944	7,881.399902	91,381,664	287,000
AB	2007-05-04	-0.184	-0.026	510,238.03125	86,159,104	0.291	0.475	2.779	7,949.899902	87,834,000	222,800
AB	2007-05-11	-0.213	-0.029	510,238.03125	86,159,008	0.292	0.505	2.872	7,716.399902	89,559,616	260,000
AB	2007-05-18	-0.179	0.033	510,238.03125	86,159,664	0.293	0.472	3.364	7,749.200195	91,285,232	312,800
AB	2007-05-25	-0.23	-0.05	510,238.03125	86,159,520	0.293	0.522	2.965	7,701.799805	93,010,848	227,800
AB	2007-06-01	-0.252	-0.022	259,891.015625	86,159,360	0.233	0.485	4.411	7,925.799805	94,736,464	168,000
AB	2007-06-08	-0.252	0	259,891.015625	86,159,112	0.233	0.485	3.84	7,548.399902	96,462,080	247,600
AB	2007-06-15	-0.292	-0.041	259,891.015625	86,159,672	0.233	0.525	6.106	7,607.899902	98,187,696	778,200
AB	2007-06-22	-0.331	-0.038	259,891.015625	86,159,432	0.233	0.564	6.794	7,349.399902	99,913,304	513,000
AB	2007-06-29	-0.227	0.104	259,891.015625	86,159,152	0.233	0.46	5.418	7,503.600098	101,638,920	387,000
AB	2007-07-06	-0.283	-0.056	248,588	86,159,312	0.224	0.507	6.601	7,766.399902	103,364,536	196,500
AB	2007-07-13	-0.312	-0.029	248,588	86,159,680	0.224	0.535	4.475	7,715.600098	105,090,152	290,200
AB	2007-07-20	-0.258	0.053	248,588	86,159,896	0.223	0.481	5.51	7,446.799805	106,815,768	334,200
AB	2007-07-27	-0.276	-0.018	248,588	86,158,784	0.223	0.499	8.763	7,379.5	108,541,384	483,800
AB	2007-08-03	-0.205	0.071	320,472	86,608,488	0.236	0.441	4.948	7,145.200195	110,267,000	451,000
AB	2007-08-10	-0.285	-0.08	320,472	86,608,064	0.236	0.52	4.055	7,192.799805	110,594,784	657,200
AB	2007-08-17	-0.337	-0.053	320,472	86,607,824	0.236	0.574	6.412	7,016.100098	110,922,568	599,400
AB	2007-08-24	-0.285	0.052	320,472	86,607,504	0.236	0.521	4.8	7,319.200195	111,250,360	305,200
AB	2007-08-31	-0.202	0.083	396,017	86,608,160	0.264	0.465	4.843	7,154.700195	111,578,144	202,200
AB	2007-09-07	-0.262	-0.06	396,017	86,607,696	0.264	0.526	4.266	7,100.100098	111,905,928	229,750
AB	2007-09-14	-0.202	0.06	396,017	86,608,544	0.264	0.466	2.481	7,053.399902	112,233,712	266,400
AB	2007-09-21	-0.204	-0.002	396,017	86,607,432	0.264	0.468	3.746	7,359.899902	112,561,504	355,600
AB	2007-09-28	-0.259	-0.054	396,017	86,608,376	0.264	0.523	4.713	7,627.600098	112,889,288	253,200
AB	2007-10-05	-0.196	0.063	335,215	86,608,264	0.253	0.449	4.004	8,007.799805	113,217,072	242,600
AB	2007-10-12	-0.204	-0.008	335,215	86,608,200	0.253	0.458	4.865	7,851.899902	113,544,856	195,800

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