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	2009-02-20	0.015	0.011	2,328,266	50,983,736	0.67	0.654	0.585	627.099976	887,274,688	548,750
ABM	2009-02-27	0.006	-0.009	2,328,266	50,989,368	0.67	0.664	0.418	623.599976	887,373,312	392,800
ABM	2009-03-06	0.094	0.088	2,897,373	51,179,528	0.718	0.624	0.446	689.900024	887,472,000	914,400
ABM	2009-03-13	0.038	-0.056	2,897,373	51,178,364	0.718	0.68	0.601	794.799988	885,028,864	524,400
ABM	2009-03-20	0.153	0.115	3,998,314	51,180,860	0.78	0.627	0.313	823.5	882,585,664	519,600
ABM	2009-03-27	0.135	-0.018	3,998,314	51,178,980	0.78	0.645	0.416	837.799988	880,142,528	322,600
ABM	2009-04-03	0.19	0.055	4,917,600.5	51,177,872	0.815	0.625	0.259	860.299988	877,699,392	383,800
ABM	2009-04-10	0.216	0.026	4,917,600.5	51,176,808	0.815	0.599	0.281	891.5	875,256,256	560,499.9375
ABM	2009-04-17	0.22	0.004	4,571,232.5	51,180,748	0.808	0.588	0.448	914.599976	872,813,056	254,400
ABM	2009-04-24	0.205	-0.014	4,571,232.5	51,180,512	0.808	0.602	0.35	893.099976	870,369,920	235,800
ABM	2009-05-01	0.247	0.042	4,624,029	51,176,804	0.815	0.567	0.329	900.200012	867,926,784	219,800
ABM	2009-05-08	0.269	0.021	4,624,029	51,176,820	0.815	0.547	0.246	865.400024	865,483,584	219,600
ABM	2009-05-15	0.241	-0.028	4,398,103	51,181,488	0.813	0.572	0.392	840.400024	863,040,448	326,200
ABM	2009-05-22	0.274	0.034	4,398,103	51,179,772	0.813	0.538	0.317	819.900024	860,597,312	227,400
ABM	2009-05-29	0.28	0.006	4,398,103	51,180,464	0.813	0.533	0.366	828.099976	858,154,176	224,000
ABM	2009-06-05	0.277	-0.003	4,693,692	51,344,140	0.826	0.549	0.252	981.700012	855,710,976	370,800
ABM	2009-06-12	0.259	-0.018	4,693,692	51,340,540	0.826	0.567	0.397	949.799988	856,859,008	250,800
ABM	2009-06-19	0.302	0.043	4,793,496	51,340,972	0.828	0.527	0.271	895.900024	858,006,976	179,200
ABM	2009-06-26	0.258	-0.044	4,793,496	51,341,872	0.829	0.571	0.444	922.099976	859,155,008	371,200
ABM	2009-07-03	0.256	-0.002	4,652,450	51,342,612	0.821	0.565	0.264	921.599976	860,302,976	215,250
ABM	2009-07-10	0.313	0.056	4,652,450	51,343,996	0.821	0.509	0.222	867.200012	861,451,008	145,600
ABM	2009-07-17	0.277	-0.035	4,719,466	51,343,204	0.819	0.541	0.375	970.900024	862,598,976	183,800
ABM	2009-07-24	0.277	-0.001	4,719,466	51,341,992	0.819	0.542	0.294	1,067.400024	863,747,008	202,400
ABM	2009-07-31	0.323	0.047	4,929,504.5	51,343,144	0.816	0.493	0.181	1,081.800049	864,894,976	154,000
ABM	2009-08-07	0.314	-0.01	4,929,504.5	51,340,908	0.819	0.505	0.141	1,129.5	866,043,008	192,200
ABM	2009-08-14	0.331	0.017	4,929,504.5	51,343,000	0.821	0.49	0.286	1,097.199951	867,190,976	121,200
ABM	2009-08-21	0.322	-0.008	4,603,679	51,344,652	0.819	0.497	0.179	1,179.900024	868,339,008	135,880
ABM	2009-08-28	0.321	-0.001	4,603,679	51,344,536	0.819	0.498	0.138	1,160.900024	869,486,976	110,080
ABM	2009-09-04	0.285	-0.036	4,459,088	51,576,324	0.815	0.53	0.325	1,037.199951	870,635,008	327,000
ABM	2009-09-11	0.282	-0.003	4,459,088	51,579,720	0.816	0.533	0.329	1,057.900024	870,470,656	209,250
ABM	2009-09-18	0.259	-0.023	4,294,155	51,576,240	0.813	0.554	0.316	1,102.699951	870,306,240	182,000
ABM	2009-09-25	0.29	0.031	4,294,155	51,579,468	0.813	0.523	0.304	1,045	870,141,888	179,200
ABM	2009-10-02	0.246	-0.044	3,974,220	51,575,820	0.795	0.549	0.318	1,040.800049	869,977,472	204,600
ABM	2009-10-09	0.285	0.039	3,974,220	51,577,668	0.795	0.509	0.279	1,062.5	869,813,120	147,000
ABM	2009-10-16	0.291	0.005	4,020,852	51,578,684	0.802	0.511	0.469	1,045.5	869,648,768	124,400
ABM	2009-10-23	0.298	0.007	4,020,852	51,575,976	0.802	0.505	0.416	1,004.700012	869,484,352	180,400
ABM	2009-10-30	0.329	0.031	4,121,346	51,576,140	0.805	0.476	0.323	968.599976	869,320,064	191,600
ABM	2009-11-06	0.335	0.006	4,121,346	51,575,884	0.807	0.472	0.271	975.299988	869,155,648	153,800
ABM	2009-11-13	0.3	-0.035	4,121,346	51,578,948	0.808	0.507	0.288	999.599976	868,991,232	119,200
ABM	2009-11-20	0.323	0.023	4,272,094	51,579,788	0.811	0.488	0.395	969.700012	868,826,880	115,200
ABM	2009-11-27	0.31	-0.013	4,272,094	51,575,820	0.812	0.502	0.324	955.700012	868,662,528	93,650
ABM	2009-12-04	0.354	0.044	4,300,612	51,577,080	0.808	0.454	0.234	1,017.099976	868,498,048	161,600
ABM	2009-12-11	0.299	-0.055	4,300,612	51,579,480	0.808	0.509	0.303	1,025.400024	868,333,760	262,000
ABM	2009-12-18	0.273	-0.025	4,444,745	51,576,868	0.813	0.54	0.234	1,043.400024	868,169,344	346,000
ABM	2009-12-25	0.273	-0.001	4,444,745	51,712,392	0.813	0.541	0.309	1,093.199951	868,004,992	206,575.015625
ABM	2010-01-01	0.3	0.027	3,906,864.25	51,708,620	0.788	0.488	0.336	1,068.300049	868,192,896	103,500
ABM	2010-01-08	0.241	-0.059	3,906,864.25	51,710,656	0.788	0.548	0.413	1,097.300049	868,380,800	150,000
ABM	2010-01-15	0.282	0.041	3,712,775	51,708,152	0.781	0.499	0.214	1,059.5	868,568,704	134,600
ABM	2010-01-22	0.274	-0.008	3,712,775	51,711,944	0.781	0.506	0.351	1,008.900024	868,756,608	160,250
ABM	2010-01-29	0.294	0.02	3,712,775	51,709,580	0.781	0.487	0.368	1,004.200012	868,944,512	128,600
ABM	2010-02-05	0.277	-0.017	3,676,854	51,709,924	0.771	0.494	0.425	1,016.099976	869,132,416	132,700
ABM	2010-02-12	0.197	-0.08	3,676,854	51,707,932	0.771	0.574	0.694	1,023.299988	869,320,320	284,000
ABM	2010-02-19	0.298	0.102	3,745,364	51,709,444	0.772	0.474	0.336	1,067.800049	869,508,224	118,750
ABM	2010-02-26	0.218	-0.081	3,745,364	51,708,984	0.773	0.555	0.406	1,059	869,696,128	106,400
ABM	2010-03-05	0.209	-0.009	3,571,716	51,918,084	0.76	0.551	0.419	1,039.400024	869,884,032	380,400
ABM	2010-03-12	0.15	-0.059	3,571,716	51,916,920	0.761	0.611	0.346	1,037.300049	868,774,528	223,800
ABM	2010-03-19	0.237	0.087	3,667,287	51,920,040	0.764	0.527	0.467	1,051.900024	867,665,088	293,200
ABM	2010-03-26	0.117	-0.119	3,667,287	51,916,824	0.764	0.647	0.241	1,086.099976	866,555,584	309,400
ABM	2010-04-02	0.162	0.044	3,808,111	51,916,112	0.773	0.611	0.338	1,089.199951	865,446,144	435,249.96875
ABM	2010-04-09	0.178	0.016	3,808,111	51,917,352	0.773	0.595	0.387	1,080.400024	864,336,704	140,000
ABM	2010-04-16	0.2	0.022	3,714,014	51,919,476	0.771	0.571	0.212	1,109	863,227,200	187,800
ABM	2010-04-23	0.185	-0.015	3,714,014	51,919,192	0.771	0.586	0.355	1,130.800049	862,117,760	153,800
ABM	2010-04-30	0.179	-0.006	3,644,500	51,917,168	0.764	0.585	0.5	1,115.699951	861,008,320	186,800
ABM	2010-05-07	0.122	-0.057	3,644,500	51,917,476	0.765	0.643	0.492	1,069.5	859,898,816	331,200
ABM	2010-05-14	0.197	0.075	3,644,500	51,915,764	0.767	0.571	0.248	1,146.300049	858,789,376	165,000
ABM	2010-05-21	0.118	-0.078	3,600,664	51,919,580	0.766	0.648	0.341	1,084.599976	857,679,936	221,800
ABM	2010-05-28	0.118	-0.001	3,600,664	51,918,956	0.766	0.649	0.504	1,114.699951	856,570,432	351,600
ABM	2010-06-04	0.131	0.013	3,471,910	52,037,032	0.755	0.624	0.516	1,067.800049	855,460,992	453,000
ABM	2010-06-11	0.083	-0.047	3,471,910	52,040,624	0.755	0.671	0.34	1,101.699951	856,504,704	613,400
ABM	2010-06-18	0.109	0.026	3,394,861	52,038,752	0.751	0.641	0.356	1,181.800049	857,548,416	286,200
ABM	2010-06-25	0.105	-0.005	3,394,861	52,038,440	0.751	0.646	0.239	1,164.099976	858,592,064	380,200
ABM	2010-07-02	0.15	0.046	3,622,186	52,037,664	0.761	0.61	0.221	1,077.699951	859,635,776	223,400
ABM	2010-07-09	0.112	-0.039	3,622,186	52,039,872	0.761	0.649	0.38	1,122.5	860,679,488	278,000
ABM	2010-07-16	0.191	0.079	4,328,273	52,037,216	0.79	0.6	0.207	1,062.599976	861,723,136	233,000
ABM	2010-07-23	0.145	-0.046	4,328,273	52,038,512	0.79	0.646	0.47	1,107.900024	862,766,848	250,800
ABM	2010-07-30	0.203	0.058	4,426,915	52,036,860	0.795	0.592	0.26	1,129.199951	863,810,560	185,600
ABM	2010-08-06	0.278	0.076	4,426,915	52,038,608	0.794	0.516	0.303	1,105.300049	864,854,208	114,800
ABM	2010-08-13	0.236	-0.043	4,426,915	52,039,704	0.796	0.56	0.353	1,048.599976	865,897,920	177,800
ABM	2010-08-20	0.225	-0.011	4,430,519	52,040,184	0.797	0.572	0.364	1,010.099976	866,941,568	245,200
ABM	2010-08-27	0.172	-0.053	4,430,519	52,040,516	0.797	0.625	0.437	1,053.300049	867,985,280	267,200
ABM	2010-09-03	0.19	0.018	4,373,973	52,221,708	0.796	0.606	0.393	1,116.5	869,028,992	267,800
ABM	2010-09-10	0.157	-0.033	4,373,973	52,219,652	0.797	0.64	0.362	1,126.900024	871,050,496	279,000
ABM	2010-09-17	0.207	0.05	4,748,503	52,220,680	0.803	0.596	0.304	1,126.400024	873,072,000	202,800
ABM	2010-09-24	0.159	-0.048	4,748,503	52,221,712	0.803	0.644	0.53	1,130.599976	875,093,504	323,000
ABM	2010-10-01	0.199	0.04	4,790,658	52,222,220	0.803	0.604	0.286	1,128	877,115,008	288,800
ABM	2010-10-08	0.154	-0.045	4,790,658	52,218,752	0.802	0.649	0.266	1,169.699951	879,136,512	263,600
ABM	2010-10-15	0.217	0.063	4,446,578	52,219,204	0.788	0.571	0.152	1,153	881,158,016	191,400
ABM	2010-10-22	0.133	-0.084	4,446,578	52,218,276	0.788	0.655	0.353	1,177	883,179,520	200,400
ABM	2010-10-29	0.231	0.098	4,446,578	52,221,728	0.788	0.557	0.314	1,177.599976	885,201,024	131,800
ABM	2010-11-05	0.195	-0.036	4,157,104.25	52,219,900	0.783	0.588	0.315	1,249.099976	887,222,528	179,600
ABM	2010-11-12	0.252	0.056	4,157,104.25	52,219,880	0.784	0.532	0.229	1,239.699951	889,244,032	140,600
ABM	2010-11-19	0.21	-0.042	4,134,805	52,220,808	0.785	0.575	0.545	1,229.800049	891,265,472	169,600
ABM	2010-11-26	0.204	-0.006	4,134,805	52,220,796	0.785	0.581	0.266	1,220.400024	893,286,976	136,124.984375
ABM	2010-12-03	0.143	-0.06	4,044,572	52,217,744	0.784	0.641	0.246	1,165.5	895,308,480	606,200
ABM	2010-12-10	0.053	-0.09	4,044,572	52,221,352	0.784	0.73	0.592	1,335.300049	897,329,984	1,669,400.125
ABM	2010-12-17	0.048	-0.005	4,154,293	52,221,384	0.788	0.74	0.325	1,387	899,351,488	502,200
ABM	2010-12-24	0.087	0.039	4,154,293	52,660,896	0.786	0.699	0.346	1,399.199951	901,372,992	211,250
ABM	2010-12-31	0.235	0.148	3,691,791.75	52,657,800	0.77	0.535	0.272	1,384.900024	912,990,848	117,400
ABM	2011-01-07	0.072	-0.164	3,691,791.75	52,659,944	0.769	0.698	0.256	1,358.099976	924,608,640	217,200
ABM	2011-01-14	0.157	0.085	3,691,791.75	52,659,376	0.769	0.612	0.312	1,396	936,226,432	145,200

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