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
ABM	2012-12-21	0.126	0.072	1,853,667	54,413,660	0.605	0.479	0.527	1,099.699951	1,090,001,024	282,200
ABM	2012-12-28	0.153	0.027	1,853,667	54,412,668	0.605	0.451	1.251	1,065.400024	1,098,375,680	124,400
ABM	2013-01-04	0.076	-0.078	1,554,665	54,412,332	0.573	0.497	0.634	1,129.599976	1,106,750,464	236,000
ABM	2013-01-11	0.064	-0.011	1,554,665	54,412,480	0.572	0.508	1.074	1,116	1,115,124,992	294,600
ABM	2013-01-18	0.014	-0.05	1,149,065	54,411,064	0.517	0.503	1.316	1,141	1,123,499,904	347,400
ABM	2013-01-25	0.017	0.003	1,149,065	54,414,328	0.517	0.5	0.774	1,184.599976	1,131,874,688	316,750.03125
ABM	2013-02-01	0.052	0.035	1,142,313	54,410,840	0.52	0.468	1.072	1,205.199951	1,140,249,344	328,200
ABM	2013-02-08	0.023	-0.029	1,142,313	54,411,232	0.521	0.498	0.876	1,201.400024	1,148,624,128	279,600
ABM	2013-02-15	0.059	0.036	1,426,157	54,411,256	0.577	0.518	1.028	1,256.900024	1,156,998,784	184,000
ABM	2013-02-22	0.054	-0.005	1,426,157	54,410,748	0.578	0.524	1.069	1,255.800049	1,165,373,568	235,500
ABM	2013-03-01	0.13	0.076	1,426,157	54,412,672	0.579	0.449	0.552	1,236.800049	1,173,748,224	213,800
ABM	2013-03-08	0.002	-0.128	1,416,494	54,645,956	0.571	0.569	1.114	1,196.199951	1,182,123,008	417,200
ABM	2013-03-15	0.015	0.013	1,518,583	54,646,420	0.587	0.572	1.467	1,205.5	1,181,468,672	382,800
ABM	2013-03-22	0.078	0.063	1,518,583	54,649,040	0.588	0.51	0.898	1,199	1,180,814,336	175,800
ABM	2013-03-29	0.118	0.039	1,518,583	54,649,280	0.589	0.471	0.624	1,215.400024	1,180,160,128	143,500
ABM	2013-04-05	0.065	-0.052	1,601,181	54,648,544	0.603	0.538	1.019	1,166.199951	1,179,505,792	193,200
ABM	2013-04-12	0.096	0.031	1,605,641	54,648,016	0.605	0.508	1.012	1,172.199951	1,178,851,456	171,000
ABM	2013-04-19	0.14	0.044	1,605,641	54,648,096	0.604	0.464	0.797	1,118.099976	1,178,197,120	258,600
ABM	2013-04-26	0.117	-0.024	1,605,641	54,648,724	0.604	0.488	0.861	1,197.900024	1,177,542,784	241,400
ABM	2013-05-03	0.072	-0.044	1,619,583	54,646,640	0.607	0.534	0.823	1,237.199951	1,176,888,576	353,600
ABM	2013-05-10	0.094	0.021	1,619,583	54,647,320	0.607	0.514	0.729	1,224.099976	1,176,234,240	301,400
ABM	2013-05-17	0.123	0.03	1,729,536	54,645,768	0.618	0.495	0.675	1,272.699951	1,175,579,904	198,200
ABM	2013-05-24	0.121	-0.002	1,729,536	54,646,804	0.618	0.496	0.715	1,284.199951	1,174,925,568	168,400
ABM	2013-05-31	0.144	0.022	1,811,977	54,648,472	0.633	0.49	0.924	1,321.400024	1,174,271,232	226,750
ABM	2013-06-07	0.115	-0.028	1,811,977	54,736,416	0.633	0.518	0.762	1,349.800049	1,173,617,024	412,200
ABM	2013-06-14	0.134	0.019	1,811,977	54,739,024	0.634	0.5	1.048	1,321.400024	1,176,936,320	178,600
ABM	2013-06-21	0.135	0	1,734,428	54,738,588	0.629	0.495	0.748	1,319.199951	1,180,255,616	200,400
ABM	2013-06-28	0.142	0.008	1,734,428	54,736,840	0.629	0.487	0.855	1,341.599976	1,183,574,912	236,600
ABM	2013-07-05	0.183	0.04	1,772,487	54,737,696	0.624	0.441	0.397	1,346	1,186,894,208	211,750
ABM	2013-07-12	0.113	-0.07	1,772,487	54,738,700	0.624	0.511	0.915	1,393.099976	1,190,213,504	222,400
ABM	2013-07-19	0.153	0.04	1,740,156	54,736,844	0.617	0.464	0.55	1,456	1,193,532,800	221,200
ABM	2013-07-26	0.083	-0.07	1,740,156	54,736,024	0.616	0.534	0.865	1,410	1,196,852,096	183,000
ABM	2013-08-02	0.132	0.049	1,525,348	54,736,636	0.58	0.448	1.071	1,423.699951	1,200,171,520	122,300
ABM	2013-08-09	0.176	0.044	1,525,348	54,736,644	0.582	0.406	0.797	1,413.300049	1,203,490,816	77,780
ABM	2013-08-16	0.238	0.062	1,383,627	54,735,796	0.574	0.337	0.696	1,377.699951	1,206,810,112	118,900
ABM	2013-08-23	0.09	-0.148	1,383,627	54,736,644	0.575	0.486	1.092	1,413.300049	1,210,129,408	106,120
ABM	2013-08-30	0.155	0.065	1,355,844	54,737,060	0.572	0.417	0.581	1,321.900024	1,213,448,704	117,400
ABM	2013-09-06	0.04	-0.114	1,355,844	55,134,392	0.57	0.53	1.173	1,394.900024	1,216,768,000	222,250
ABM	2013-09-13	0.129	0.088	1,355,844	55,136,080	0.571	0.442	1.243	1,418.099976	1,218,101,632	147,200
ABM	2013-09-20	0.099	-0.03	1,228,163	55,135,548	0.539	0.44	1.094	1,444	1,219,435,392	231,200
ABM	2013-09-27	0.048	-0.051	1,228,163	55,133,712	0.539	0.491	1.182	1,463.800049	1,220,769,024	185,000
ABM	2013-10-04	0.074	0.026	1,164,624	55,134,728	0.515	0.441	0.765	1,452.800049	1,222,102,656	147,000
ABM	2013-10-11	0.038	-0.036	1,164,624	55,134,340	0.514	0.476	1.114	1,498	1,223,436,288	172,800
ABM	2013-10-18	-0.013	-0.052	930,064	55,135,424	0.462	0.475	1.165	1,547.099976	1,224,770,048	273,600
ABM	2013-10-25	-0.035	-0.022	930,064	55,133,240	0.462	0.497	1.449	1,572.400024	1,226,103,680	329,600
ABM	2013-11-01	-0.035	0.001	936,869	55,133,380	0.459	0.494	1.979	1,529.400024	1,227,437,312	260,800
ABM	2013-11-08	-0.041	-0.007	936,869	55,132,712	0.461	0.502	1.987	1,537.099976	1,228,770,944	207,600
ABM	2013-11-15	0.02	0.061	894,129	55,133,688	0.456	0.436	1.356	1,546.5	1,230,104,704	140,400
ABM	2013-11-22	-0.008	-0.028	894,129	55,132,712	0.455	0.463	1.32	1,537.099976	1,231,438,336	150,400
ABM	2013-11-29	0.037	0.044	894,129	55,134,844	0.455	0.418	1.717	1,533.300049	1,232,771,968	152,000
ABM	2013-12-06	-0.04	-0.076	744,289	55,134,844	0.422	0.462	2.305	1,533.300049	1,234,105,600	251,200
ABM	2013-12-13	-0.088	-0.049	744,289	55,134,156	0.421	0.51	2.316	1,520.599976	1,235,439,360	367,800
ABM	2013-12-20	-0.08	0.009	695,981	55,523,880	0.404	0.484	1.426	1,558	1,236,772,992	331,600
ABM	2013-12-27	-0.109	-0.029	695,981	55,523,380	0.405	0.513	4.047	1,591.300049	1,235,836,416	149,375.015625
ABM	2014-01-03	-0.042	0.067	730,225	55,522,336	0.423	0.465	1.469	1,578.5	1,234,899,968	184,250
ABM	2014-01-10	-0.026	0.016	730,225	55,523,076	0.422	0.449	1.369	1,576.300049	1,233,963,392	197,400
ABM	2014-01-17	0.012	0.038	743,699	55,521,584	0.435	0.424	2.067	1,543.5	1,233,026,816	179,400
ABM	2014-01-24	-0.002	-0.014	743,699	55,521,900	0.435	0.437	1.677	1,521.300049	1,232,090,240	160,750
ABM	2014-01-31	0.001	0.003	768,076.0625	55,525,136	0.438	0.437	1.529	1,480.300049	1,231,153,664	160,400
ABM	2014-02-07	-0.034	-0.034	768,076.0625	55,524,528	0.438	0.472	1.749	1,471.400024	1,230,217,088	195,000
ABM	2014-02-14	-0.016	0.018	768,076.0625	55,524,776	0.438	0.454	1.953	1,523.599976	1,229,280,640	163,000
ABM	2014-02-21	-0.01	0.006	877,642	55,523,464	0.461	0.471	1.631	1,538	1,228,344,064	238,500
ABM	2014-02-28	-0.004	0.006	877,642	55,522,496	0.461	0.465	1.529	1,567.400024	1,227,407,488	241,600
ABM	2014-03-07	0.01	0.013	1,146,222	55,861,460	0.515	0.505	1.442	1,588.699951	1,226,471,040	384,800
ABM	2014-03-14	0.006	-0.004	1,146,222	55,861,336	0.516	0.51	1.757	1,579.199951	1,226,842,496	187,200
ABM	2014-03-21	0.022	0.016	1,115,380	55,863,020	0.506	0.484	1.016	1,615	1,227,213,952	234,000
ABM	2014-03-28	0.028	0.005	1,115,380	55,863,540	0.507	0.479	0.971	1,572	1,227,585,408	246,000
ABM	2014-04-04	0.05	0.023	1,201,971	55,862,196	0.518	0.468	1.02	1,580.900024	1,227,956,864	200,600
ABM	2014-04-11	0.009	-0.041	1,201,971	55,864,224	0.518	0.509	1.267	1,522.300049	1,228,328,320	232,000
ABM	2014-04-18	0.056	0.047	1,320,792.125	55,861,324	0.533	0.477	0.783	1,546.800049	1,228,699,776	152,750
ABM	2014-04-25	0.074	0.019	1,320,792.125	55,862,708	0.533	0.458	0.58	1,505.5	1,229,071,232	148,800
ABM	2014-05-02	0.069	-0.005	1,424,160	55,860,928	0.544	0.475	1.011	1,518.300049	1,229,442,688	195,600
ABM	2014-05-09	0.083	0.014	1,424,160	55,864,124	0.544	0.461	0.89	1,496.599976	1,229,814,144	184,600
ABM	2014-05-16	0.062	-0.021	1,414,073	55,861,940	0.534	0.472	1.421	1,480.900024	1,230,185,600	164,400
ABM	2014-05-23	0.102	0.04	1,414,073	55,864,224	0.534	0.432	0.656	1,522.300049	1,230,557,056	180,400
ABM	2014-05-30	0.086	-0.016	1,375,641	55,863,588	0.511	0.425	0.685	1,523.400024	1,230,928,512	119,500
ABM	2014-06-06	-0.006	-0.092	1,375,641	56,003,664	0.51	0.517	1.559	1,528.900024	1,231,299,968	306,000
ABM	2014-06-13	0.023	0.029	1,375,641	56,001,516	0.511	0.488	1.31	1,481.800049	1,234,746,112	285,600
ABM	2014-06-20	0.046	0.023	1,330,853	56,002,996	0.507	0.461	0.988	1,496.400024	1,238,192,256	266,200
ABM	2014-06-27	0.002	-0.044	1,330,853	56,001,504	0.507	0.505	0.955	1,495.800049	1,241,638,400	194,600
ABM	2014-07-04	-0.02	-0.022	1,222,451	56,003,676	0.474	0.494	0.906	1,523.300049	1,245,084,672	201,500
ABM	2014-07-11	-0.018	0.002	1,222,451	56,001,528	0.474	0.493	1.062	1,465	1,248,530,816	225,200
ABM	2014-07-18	-0.016	0.002	1,168,582	56,003,892	0.455	0.472	1.19	1,439.300049	1,251,976,960	160,600
ABM	2014-07-25	0.022	0.039	1,168,582	56,003,980	0.454	0.432	0.826	1,408.5	1,255,423,104	123,100
ABM	2014-08-01	0.057	0.035	1,120,585	56,003,256	0.455	0.397	1.012	1,376	1,258,869,248	176,000
ABM	2014-08-08	0.007	-0.05	1,120,585	56,002,376	0.455	0.448	1.13	1,413.5	1,262,315,392	171,000
ABM	2014-08-15	0.01	0.003	1,182,774	56,001,568	0.468	0.457	1.752	1,431.400024	1,265,761,536	169,800
ABM	2014-08-22	0	-0.01	1,182,774	56,003,032	0.468	0.468	1.647	1,476.800049	1,269,207,680	222,400
ABM	2014-08-29	0.033	0.032	1,182,774	56,003,756	0.468	0.436	0.98	1,489.699951	1,272,653,824	137,900
ABM	2014-09-05	0.006	-0.026	1,197,618	55,748,672	0.479	0.473	1.86	1,574.900024	1,276,099,968	407,000
ABM	2014-09-12	0.036	0.03	1,197,618	55,745,676	0.479	0.443	0.886	1,547.5	1,277,619,968	224,000
ABM	2014-09-19	0.046	0.01	1,259,902	55,747,336	0.491	0.444	1.551	1,518	1,279,139,968	279,600
ABM	2014-09-26	-0.047	-0.093	1,259,902	55,749,144	0.489	0.536	1.443	1,462.300049	1,280,659,968	199,200
ABM	2014-10-03	0.059	0.105	1,367,751.875	55,748,456	0.501	0.443	1.09	1,445	1,282,179,968	253,200
ABM	2014-10-10	0.033	-0.025	1,367,751.875	55,746,444	0.501	0.468	0.836	1,411.5	1,283,699,968	211,200
ABM	2014-10-17	0.078	0.045	1,385,660	55,748,640	0.482	0.404	0.749	1,437.199951	1,285,219,968	237,200
ABM	2014-10-24	-0.005	-0.083	1,385,660	55,748,300	0.481	0.486	1.302	1,475.099976	1,286,739,968	145,800
ABM	2014-10-31	-0.037	-0.032	1,253,145	55,748,916	0.442	0.479	1.274	1,540.900024	1,288,259,968	221,100
ABM	2014-11-07	-0.002	0.035	1,253,145	55,748,896	0.442	0.444	1.039	1,518.599976	1,289,779,968	162,200
ABM	2014-11-14	-0.004	-0.002	1,253,145	55,745,776	0.442	0.446	1.474	1,517.400024	1,291,299,968	172,600

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