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	2014-11-21	0.016	0.02	1,180,652	55,745,856	0.436	0.42	1.076	1,513.5	1,292,819,968	190,400
ABM	2014-11-28	-0.017	-0.032	1,180,652	55,747,504	0.437	0.453	1.362	1,510.199951	1,294,339,968	114,750
ABM	2014-12-05	0.015	0.031	981,222	55,746,708	0.401	0.386	1.362	1,523	1,295,859,968	194,000
ABM	2014-12-12	-0.028	-0.043	981,222	55,747,804	0.401	0.429	1.151	1,520.800049	1,297,379,968	255,800
ABM	2014-12-19	-0.034	-0.005	974,855	55,750,000	0.408	0.441	1.354	1,561	1,298,899,968	397,600
ABM	2014-12-26	-0.069	-0.036	974,855	55,751,456	0.408	0.477	1.683	1,628.5	1,298,036,352	136,875.015625
ABM	2015-01-02	-0.025	0.045	920,812.0625	55,749,472	0.398	0.423	1.104	1,584.400024	1,297,172,736	162,250
ABM	2015-01-09	-0.081	-0.056	920,812.0625	55,749,916	0.398	0.479	1.751	1,631.800049	1,296,309,120	307,600
ABM	2015-01-16	-0.081	0	801,200	55,748,560	0.394	0.475	2.096	1,649.599976	1,295,445,504	227,800
ABM	2015-01-23	-0.075	0.006	801,200	55,751,104	0.394	0.469	1.83	1,644.099976	1,294,581,760	167,750
ABM	2015-01-30	-0.01	0.064	913,293	55,749,912	0.422	0.433	1.442	1,609.5	1,293,718,144	179,200
ABM	2015-02-06	-0.035	-0.024	913,293	55,748,424	0.423	0.458	1.586	1,679.699951	1,292,854,528	229,000
ABM	2015-02-13	0.014	0.049	913,293	55,749,068	0.424	0.41	1.173	1,648.5	1,291,990,912	143,400
ABM	2015-02-20	-0.003	-0.017	864,997	55,751,140	0.403	0.406	1.466	1,707.099976	1,291,127,296	166,250
ABM	2015-02-27	-0.025	-0.022	864,997	55,751,044	0.405	0.43	1.191	1,733.300049	1,290,263,680	157,000
ABM	2015-03-06	-0.009	0.016	825,885	55,992,508	0.387	0.397	1.239	1,644.5	1,289,400,064	255,000
ABM	2015-03-13	-0.045	-0.035	825,885	55,992,600	0.387	0.432	2.459	1,664.099976	1,287,915,392	175,200
ABM	2015-03-20	-0.056	-0.011	824,310	55,991,312	0.392	0.447	1.542	1,804.599976	1,286,430,848	334,200
ABM	2015-03-27	-0.07	-0.014	824,310	55,993,752	0.392	0.462	1.971	1,791.800049	1,284,946,176	201,200
ABM	2015-04-03	-0.076	-0.006	868,989	55,993,128	0.397	0.473	1.501	1,792.900024	1,283,461,504	289,000
ABM	2015-04-10	-0.104	-0.028	868,989	55,992,472	0.397	0.501	1.559	1,785.599976	1,281,976,960	472,400
ABM	2015-04-17	-0.064	0.04	834,081	55,993,604	0.389	0.453	1.745	1,749.800049	1,280,492,288	216,400
ABM	2015-04-24	-0.065	-0.001	834,081	55,993,740	0.39	0.455	1.013	1,789	1,279,007,744	168,800
ABM	2015-05-01	-0.097	-0.032	811,689	55,993,168	0.386	0.483	1.651	1,801.300049	1,277,523,072	313,200
ABM	2015-05-08	-0.052	0.044	811,689	55,992,536	0.387	0.44	1.429	1,799.599976	1,276,038,400	273,000
ABM	2015-05-15	-0.079	-0.027	709,052.0625	55,992,496	0.365	0.444	2.076	1,791.199951	1,274,553,856	175,800
ABM	2015-05-22	-0.105	-0.026	709,052.0625	55,992,608	0.366	0.471	1.492	1,819.199951	1,273,069,184	293,000
ABM	2015-05-29	-0.056	0.05	709,052.0625	55,992,604	0.366	0.422	0.836	1,816.400024	1,271,584,640	183,750
ABM	2015-06-05	0.017	0.073	987,182	56,417,000	0.416	0.399	0.976	1,845.400024	1,270,099,968	277,600
ABM	2015-06-12	-0.015	-0.032	987,182	56,415,384	0.416	0.431	1.073	1,863.400024	1,276,153,856	178,800
ABM	2015-06-19	-0.059	-0.044	937,183	56,415,720	0.394	0.453	1.716	1,880.900024	1,282,207,744	183,400
ABM	2015-06-26	-0.063	-0.004	937,183	56,416,568	0.394	0.458	1.722	1,879.800049	1,288,261,504	267,400
ABM	2015-07-03	0.001	0.065	1,089,368.125	56,415,444	0.416	0.414	1.711	1,841.400024	1,294,315,392	320,500
ABM	2015-07-10	-0.087	-0.088	1,089,368.125	56,415,920	0.415	0.502	1.526	1,814.900024	1,300,369,280	353,600
ABM	2015-07-17	-0.001	0.086	1,135,218	56,416,312	0.433	0.434	0.723	1,840.300049	1,306,423,040	204,600
ABM	2015-07-24	0.015	0.016	1,135,218	56,415,504	0.433	0.418	0.882	1,819.400024	1,312,476,928	167,800
ABM	2015-07-31	-0.039	-0.054	1,030,638	56,416,872	0.411	0.45	1.301	1,859.5	1,318,530,816	220,400
ABM	2015-08-07	-0.059	-0.02	1,030,638	56,415,384	0.412	0.471	1.737	1,863.400024	1,324,584,576	223,400
ABM	2015-08-14	0.011	0.07	1,030,638	56,415,212	0.413	0.402	0.773	1,899.5	1,330,638,464	176,200
ABM	2015-08-21	-0.011	-0.022	1,170,215	56,416,640	0.449	0.461	1.149	1,857.800049	1,336,692,352	175,400
ABM	2015-08-28	-0.041	-0.03	1,170,215	56,416,044	0.449	0.49	1.005	1,800.800049	1,342,746,112	393,000
ABM	2015-09-04	-0.1	-0.059	1,303,836	56,176,472	0.468	0.568	1.063	1,642.599976	1,348,800,000	801,800
ABM	2015-09-11	-0.081	0.019	1,303,836	56,177,464	0.468	0.549	1.2	1,665.099976	1,324,846,720	690,000
ABM	2015-09-18	-0.018	0.063	1,647,132	56,178,064	0.519	0.537	0.797	1,659.5	1,300,893,312	494,800
ABM	2015-09-25	-0.008	0.01	1,647,132	56,177,700	0.519	0.527	0.977	1,612.300049	1,276,940,032	422,800
ABM	2015-10-02	-0.051	-0.043	1,823,505	56,178,392	0.534	0.584	0.82	1,549.400024	1,252,986,624	703,600
ABM	2015-10-09	0.034	0.084	1,823,505	56,178,720	0.534	0.5	0.517	1,615.699951	1,229,033,344	394,800
ABM	2015-10-16	0.053	0.019	1,936,234	56,178,120	0.546	0.493	0.586	1,602.199951	1,205,080,064	344,400
ABM	2015-10-23	0.052	-0.001	1,936,234	56,177,608	0.545	0.494	0.719	1,600.5	1,181,126,656	280,800
ABM	2015-10-30	0.029	-0.023	1,654,413	56,176,060	0.509	0.48	0.883	1,595.400024	1,157,173,376	545,200
ABM	2015-11-06	0.043	0.014	1,654,413	56,176,676	0.509	0.467	0.416	1,608.900024	1,133,219,968	231,200
ABM	2015-11-13	0.062	0.019	1,654,413	56,177,092	0.509	0.447	0.583	1,598.800049	1,109,266,688	236,800
ABM	2015-11-20	0.046	-0.016	1,535,045	56,176,076	0.504	0.458	1.555	1,671.800049	1,085,313,280	208,400
ABM	2015-11-27	0.058	0.013	1,535,045	56,176,672	0.504	0.445	0.897	1,685.300049	1,061,360,000	148,500
ABM	2015-12-04	0.096	0.038	1,456,236	56,178,668	0.499	0.402	0.831	1,653.900024	1,037,406,656	217,600
ABM	2015-12-11	0.007	-0.089	1,456,236	56,176,364	0.498	0.491	1.099	1,592.599976	1,013,453,312	414,800
ABM	2015-12-18	0.023	0.016	1,451,325	56,070,284	0.498	0.474	1.169	1,579.5	989,500,032	368,800
ABM	2015-12-25	0.041	0.018	1,451,325	56,071,792	0.498	0.456	0.927	1,640.099976	1,012,741,696	173,500
ABM	2016-01-01	0.027	-0.014	1,388,927	56,073,064	0.486	0.459	1.161	1,596.400024	1,035,983,360	190,750
ABM	2016-01-08	0.008	-0.019	1,388,927	56,072,236	0.486	0.477	1.295	1,490.400024	1,059,225,024	281,600
ABM	2016-01-15	0.026	0.018	1,320,310	56,073,208	0.481	0.455	0.28	1,577.900024	1,082,466,688	369,200
ABM	2016-01-22	-0.039	-0.065	1,320,310	56,071,920	0.481	0.52	1.48	1,637.300049	1,105,708,288	440,750.03125
ABM	2016-01-29	-0.001	0.039	1,320,310	56,070,596	0.481	0.482	0.89	1,683.800049	1,128,950,016	459,800
ABM	2016-02-05	-0.084	-0.083	1,249,827	56,071,428	0.443	0.526	1.267	1,617.099976	1,152,191,616	258,200
ABM	2016-02-12	-0.074	0.01	1,249,827	56,071,780	0.443	0.517	0.854	1,702.900024	1,175,433,344	313,400
ABM	2016-02-19	-0.006	0.068	1,498,869	56,072,212	0.485	0.491	0.871	1,785.900024	1,198,674,944	302,249.96875
ABM	2016-02-26	-0.04	-0.034	1,498,869	56,071,660	0.485	0.525	1.019	1,752.800049	1,221,916,672	296,000
ABM	2016-03-04	0.015	0.055	1,546,453	56,070,496	0.487	0.473	0.864	1,718	1,245,158,272	339,800
ABM	2016-03-11	-0.055	-0.07	1,546,453	56,091,436	0.487	0.542	1.496	1,742.199951	1,268,400,000	471,400
ABM	2016-03-18	-0.03	0.025	1,635,126	56,091,740	0.5	0.531	1.098	1,785.400024	1,267,530,752	349,000
ABM	2016-03-25	-0.015	0.016	1,635,126	56,092,760	0.501	0.516	0.852	1,765.800049	1,266,661,504	341,249.96875
ABM	2016-04-01	0.009	0.023	1,667,195	56,091,020	0.51	0.502	1.314	1,799.400024	1,265,792,256	236,000
ABM	2016-04-08	-0.009	-0.018	1,667,195	56,089,804	0.51	0.52	1.006	1,798.800049	1,264,923,136	363,800
ABM	2016-04-15	-0.026	-0.017	1,446,048	56,091,216	0.474	0.5	1.948	1,832.5	1,264,053,888	314,000
ABM	2016-04-22	0.001	0.027	1,446,048	56,091,420	0.474	0.473	1.47	1,803.900024	1,263,184,640	201,600
ABM	2016-04-29	0.011	0.01	1,446,048	56,092,636	0.473	0.462	1.168	1,804.5	1,262,315,392	226,800
ABM	2016-05-06	-0.004	-0.014	1,519,267	56,091,632	0.492	0.496	1.156	1,824.099976	1,261,446,144	333,600
ABM	2016-05-13	0.063	0.066	1,519,267	56,092,760	0.492	0.429	0.778	1,850.5	1,260,576,896	198,600
ABM	2016-05-20	0.028	-0.035	1,480,663	56,092,340	0.499	0.472	1.381	1,858.900024	1,259,707,648	237,000
ABM	2016-05-27	0.025	-0.003	1,480,663	56,090,536	0.499	0.474	1.03	1,908.199951	1,258,838,400	230,600
ABM	2016-06-03	0.136	0.111	1,743,733	56,091,920	0.54	0.405	0.898	1,916.099976	1,257,969,280	223,750
ABM	2016-06-10	0.015	-0.12	1,743,733	55,924,936	0.541	0.526	0.987	2,086	1,257,100,032	546,600
ABM	2016-06-17	0.089	0.074	1,904,131	55,923,884	0.557	0.468	1.015	2,027.800049	1,260,161,536	360,000
ABM	2016-06-24	0.062	-0.027	1,904,131	55,923,332	0.557	0.494	0.771	1,998.699951	1,263,223,040	408,600
ABM	2016-07-01	0.031	-0.031	1,731,382	55,923,472	0.537	0.506	0.82	2,031.699951	1,266,284,672	310,400
ABM	2016-07-08	0.088	0.057	1,731,382	55,923,416	0.536	0.448	0.704	2,059.100098	1,269,346,176	200,750
ABM	2016-07-15	0.05	-0.038	1,479,123	55,924,832	0.486	0.437	0.875	2,083.199951	1,272,407,680	208,600
ABM	2016-07-22	0.034	-0.015	1,479,123	55,924,840	0.486	0.452	0.605	2,098.300049	1,275,469,184	167,000
ABM	2016-07-29	0.068	0.033	1,479,123	55,923,136	0.486	0.419	0.778	2,080.899902	1,278,530,816	185,200
ABM	2016-08-05	0.082	0.014	1,562,794	55,923,244	0.508	0.427	0.695	2,083.699951	1,281,592,320	191,600
ABM	2016-08-12	0.128	0.046	1,562,794	55,923,668	0.509	0.381	0.448	2,110	1,284,653,824	140,600
ABM	2016-08-19	0.09	-0.038	1,347,578	55,924,944	0.487	0.396	0.837	2,116.199951	1,287,715,328	175,400
ABM	2016-08-26	-0.03	-0.121	1,347,578	55,924,276	0.486	0.517	1.322	2,126.800049	1,290,776,960	181,400
ABM	2016-09-02	0.053	0.083	1,337,252	55,923,928	0.488	0.435	1.024	2,176	1,293,838,464	180,400
ABM	2016-09-09	-0.036	-0.089	1,337,252	55,756,872	0.489	0.526	1.196	2,151.100098	1,296,899,968	445,000
ABM	2016-09-16	0.022	0.058	1,102,551	55,755,560	0.44	0.418	1.223	2,180.600098	1,298,593,280	276,600
ABM	2016-09-23	-0.054	-0.076	1,102,551	55,755,288	0.441	0.494	1.347	2,214.600098	1,300,286,720	273,000
ABM	2016-09-30	-0.009	0.045	1,331,657	55,755,664	0.484	0.493	0.921	2,213.5	1,301,980,032	236,000
ABM	2016-10-07	-0.023	-0.015	1,331,657	55,755,544	0.485	0.508	0.936	2,162.199951	1,303,673,344	225,200
ABM	2016-10-14	-0.006	0.018	1,331,657	55,756,216	0.484	0.49	0.548	2,108.699951	1,305,366,656	282,600

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