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
ABR	2006-09-01	0.121	0.074	828,341	17,266,562	0.658	0.537	6.794	432.700012	39,529,352	86,400
ABR	2006-09-08	0.067	-0.054	828,341	17,267,630	0.657	0.591	4.789	431	39,739,976	65,575
ABR	2006-09-15	0.066	-0.001	828,341	17,266,050	0.657	0.591	15.052	446.5	39,950,600	67,680
ABR	2006-09-22	0.041	-0.025	828,341	17,266,720	0.658	0.616	7.5	444.100006	40,161,224	56,440
ABR	2006-09-29	0.079	0.037	828,341	17,269,170	0.658	0.579	5.685	441.399994	40,371,848	101,680
ABR	2006-10-06	0.018	-0.061	777,361	17,269,230	0.646	0.628	3.076	449	40,582,472	91,900
ABR	2006-10-13	0.016	-0.003	777,361	17,268,690	0.646	0.63	5.96	466.600006	40,793,096	63,380
ABR	2006-10-20	0.006	-0.01	777,361	17,269,400	0.645	0.639	11.446	471.799988	41,003,720	54,660
ABR	2006-10-27	0.052	0.046	777,361	17,268,136	0.645	0.593	4.029	478.5	41,214,344	56,740
ABR	2006-11-03	0.107	0.055	776,539	17,267,234	0.651	0.544	8.219	485.899994	41,424,968	108,000
ABR	2006-11-10	0.084	-0.023	776,539	17,075,000	0.655	0.571	3.6	478.100006	41,635,592	119,080
ABR	2006-11-17	0.032	-0.053	776,539	17,074,192	0.656	0.624	10.488	490.200012	42,308,836	81,020
ABR	2006-11-24	-0.003	-0.034	776,539	17,071,728	0.656	0.659	6.511	490.299988	42,982,076	102,875
ABR	2006-12-01	-0.002	0.001	626,286	17,074,036	0.617	0.618	6.103	482	43,655,320	136,200
ABR	2006-12-08	-0.032	-0.03	626,286	17,073,596	0.616	0.648	1.478	489.5	44,328,560	90,500
ABR	2006-12-15	-0.041	-0.01	626,286	17,072,474	0.616	0.658	6.423	478.200012	45,001,804	71,260
ABR	2006-12-22	-0.067	-0.026	626,286	17,072,242	0.616	0.683	10.731	493.899994	45,675,044	86,560
ABR	2006-12-29	0.02	0.087	626,286	17,072,116	0.616	0.596	3.941	513.700012	46,348,288	119,750
ABR	2007-01-05	-0.005	-0.025	705,180.0625	17,073,750	0.654	0.659	3.271	504.700012	47,021,528	77,666.664063
ABR	2007-01-12	0.011	0.017	705,180.0625	17,073,332	0.654	0.643	9.147	519.200012	47,694,772	179,680
ABR	2007-01-19	-0.023	-0.034	705,180.0625	17,073,172	0.654	0.677	5.295	532	48,368,012	168,500
ABR	2007-01-26	-0.048	-0.026	705,180.0625	17,072,778	0.654	0.702	2.925	532.5	49,041,256	98,500
ABR	2007-02-02	0.005	0.053	698,825	17,073,630	0.653	0.648	5.101	542.599976	49,714,496	77,400
ABR	2007-02-09	-0.052	-0.057	698,825	17,073,472	0.653	0.706	9.29	555.400024	50,387,740	253,600
ABR	2007-02-16	-0.063	-0.011	698,825	17,071,952	0.654	0.717	3.948	581.299988	51,060,980	180,200
ABR	2007-02-23	-0.081	-0.018	698,825	17,072,508	0.654	0.735	12.495	565.099976	51,734,224	217,250
ABR	2007-03-02	-0.056	0.025	875,699.9375	17,108,270	0.689	0.745	3.075	508.799988	52,407,464	268,200
ABR	2007-03-09	-0.087	-0.03	875,699.9375	17,108,592	0.69	0.776	4.162	513.599976	53,813,400	232,200
ABR	2007-03-16	-0.018	0.069	875,699.9375	17,108,636	0.69	0.708	2.756	507.100006	55,219,336	144,200
ABR	2007-03-23	0.011	0.028	875,699.9375	17,107,762	0.69	0.68	2.569	522.299988	56,625,272	102,200
ABR	2007-03-30	0.064	0.053	1,294,953	17,109,066	0.75	0.687	2.146	520.799988	58,031,208	112,600
ABR	2007-04-06	0.073	0.009	1,294,953	17,110,888	0.752	0.679	1.844	512.299988	59,437,144	84,350
ABR	2007-04-13	0.061	-0.012	1,294,953	17,107,810	0.751	0.69	1.576	530	60,843,080	113,220
ABR	2007-04-20	0.078	0.017	1,294,953	17,108,320	0.752	0.675	5.555	544.900024	62,249,016	87,900
ABR	2007-04-27	0.135	0.057	1,294,953	17,110,338	0.752	0.617	2.372	541.200012	63,654,952	57,460
ABR	2007-05-04	0.122	-0.013	1,366,997	17,108,434	0.76	0.638	7.389	525.400024	65,060,888	71,900
ABR	2007-05-11	0.17	0.048	1,366,997	17,348,712	0.759	0.589	1.928	518.900024	66,466,824	134,200
ABR	2007-05-18	0.136	-0.034	1,366,997	17,350,274	0.76	0.624	7.427	478	67,109,176	154,500
ABR	2007-05-25	0.079	-0.057	1,366,997	17,349,570	0.76	0.681	0.844	484.399994	67,751,536	98,860
ABR	2007-06-01	0.107	0.028	1,499,026	17,348,352	0.763	0.656	4.434	500.5	68,393,896	192,250
ABR	2007-06-08	0.08	-0.027	1,499,026	17,350,180	0.762	0.682	2.252	480.600006	69,036,248	271,600
ABR	2007-06-15	0.081	0.001	1,499,026	17,350,706	0.763	0.681	1.608	479.399994	69,678,608	285,000
ABR	2007-06-22	0.052	-0.029	1,499,026	17,348,890	0.763	0.711	1.589	453.5	70,320,960	209,800
ABR	2007-06-29	0.071	0.019	1,499,026	17,349,864	0.763	0.692	4.719	447.799988	70,963,320	167,500
ABR	2007-07-06	0.072	0.001	1,658,123	17,349,444	0.767	0.695	2.046	452.299988	71,605,680	146,750
ABR	2007-07-13	0.08	0.008	1,658,123	17,350,494	0.767	0.687	2.525	438.100006	72,248,032	162,400
ABR	2007-07-20	0.104	0.024	1,658,123	17,347,610	0.768	0.663	1.55	421.200012	72,890,392	186,800
ABR	2007-07-27	0.103	-0.002	1,658,123	17,348,344	0.768	0.665	2.097	377.5	73,532,744	392,600
ABR	2007-08-03	0.091	-0.012	1,645,338	17,347,576	0.753	0.662	7.155	332.899994	74,175,104	763,800
ABR	2007-08-10	0.027	-0.064	1,645,338	20,189,496	0.711	0.684	0.785	372.899994	74,817,456	616,400
ABR	2007-08-17	0.012	-0.015	1,645,338	20,188,778	0.712	0.699	4.052	385	74,483,320	820,000
ABR	2007-08-24	-0.01	-0.023	1,645,338	20,189,162	0.711	0.721	2.335	394.899994	74,149,176	318,200
ABR	2007-08-31	0.121	0.131	2,121,535	20,189,810	0.781	0.66	1.267	404.200012	73,815,032	190,200
ABR	2007-09-07	0.092	-0.029	2,121,535	20,187,068	0.781	0.689	1.897	377.700012	73,480,896	195,750
ABR	2007-09-14	0.128	0.036	2,121,535	20,185,648	0.782	0.654	1.256	402.299988	73,146,752	161,000
ABR	2007-09-21	0.09	-0.038	2,121,535	20,185,002	0.781	0.691	1.788	403.700012	72,812,608	255,600
ABR	2007-09-28	0.121	0.031	2,121,535	20,185,284	0.782	0.661	1.914	381.299988	72,478,472	153,800
ABR	2007-10-05	0.21	0.089	3,260,052	20,187,284	0.867	0.656	1.211	409.600006	72,144,328	191,200
ABR	2007-10-12	0.181	-0.029	3,260,052	20,188,680	0.867	0.686	0.683	385.200012	71,810,184	232,800
ABR	2007-10-19	0.231	0.05	3,260,052	20,188,262	0.867	0.636	1.991	364.600006	71,476,048	295,600
ABR	2007-10-26	0.201	-0.03	3,260,052	20,186,866	0.867	0.666	2.35	378.100006	71,141,904	239,200
ABR	2007-11-02	0.208	0.007	3,723,386	20,186,974	0.879	0.672	1.944	334.700012	70,807,760	362,600
ABR	2007-11-09	0.233	0.025	3,723,386	20,459,898	0.878	0.645	1.519	364.799988	70,473,624	542,600
ABR	2007-11-16	0.2	-0.033	4,701,986	20,456,620	0.895	0.695	1.246	358.399994	69,990,816	388,800
ABR	2007-11-23	0.247	0.048	4,701,986	20,455,342	0.895	0.648	0.241	350.399994	69,508,016	200,000
ABR	2007-11-30	0.216	-0.031	6,414,765	20,456,138	0.908	0.692	1.366	349.799988	69,025,208	324,800
ABR	2007-12-07	0.247	0.031	6,414,765	20,456,080	0.908	0.662	0.828	363.299988	68,542,408	254,200
ABR	2007-12-14	0.221	-0.026	6,414,765	20,456,120	0.908	0.687	0.834	354.299988	68,059,600	274,800
ABR	2007-12-21	0.237	0.015	5,768,821	20,459,570	0.903	0.666	0.886	351.700012	67,576,800	304,200
ABR	2007-12-28	0.209	-0.028	5,768,821	20,456,204	0.902	0.694	0.491	336.299988	67,093,996	241,750
ABR	2008-01-04	0.256	0.048	5,359,629	20,454,546	0.903	0.647	0.564	328.5	66,611,192	435,750.03125
ABR	2008-01-11	0.224	-0.032	5,359,629	20,456,048	0.903	0.679	0.436	309.5	66,128,388	630,600
ABR	2008-01-18	0.195	-0.03	5,160,009	20,459,082	0.901	0.706	0.425	307.5	65,645,584	325,600
ABR	2008-01-25	0.203	0.008	5,160,009	20,460,104	0.901	0.698	0.481	351.299988	65,162,780	328,500
ABR	2008-02-01	0.221	0.018	7,261,864	20,456,990	0.911	0.69	0.647	380.5	64,679,976	622,800
ABR	2008-02-08	0.195	-0.027	7,261,864	20,456,384	0.911	0.716	0.518	354.100006	64,197,172	441,400
ABR	2008-02-15	0.202	0.008	6,399,375	20,459,120	0.907	0.705	0.386	325.299988	63,714,368	466,800
ABR	2008-02-22	0.222	0.019	6,399,375	20,460,200	0.907	0.686	0.136	329	63,231,564	403,750.03125
ABR	2008-02-29	0.246	0.024	6,399,375	20,460,200	0.907	0.662	0.399	329	62,748,760	214,800
ABR	2008-03-07	0.216	-0.03	7,900,910	20,609,580	0.915	0.698	0.396	284	62,265,956	637,600
ABR	2008-03-14	0.246	0.03	7,900,910	20,605,458	0.915	0.668	0.863	309.700012	61,507,184	228,600
ABR	2008-03-21	0.208	-0.038	7,148,512.5	20,608,592	0.911	0.703	0.553	345.399994	60,748,416	320,249.96875
ABR	2008-03-28	0.283	0.075	7,148,512.5	20,603,850	0.911	0.628	0.19	310.5	59,989,644	194,000
ABR	2008-04-04	0.311	0.027	7,385,147	20,607,902	0.912	0.601	0.677	339	59,230,876	157,600
ABR	2008-04-11	0.264	-0.047	7,385,147	20,606,826	0.912	0.648	1.077	326	58,472,104	240,600
ABR	2008-04-18	0.299	0.035	7,127,080	20,608,696	0.912	0.613	0.436	355.5	57,713,336	127,400
ABR	2008-04-25	0.302	0.003	7,127,080	20,608,344	0.912	0.61	0.495	355.700012	56,954,564	103,600
ABR	2008-05-02	0.273	-0.029	5,954,277	20,605,354	0.904	0.631	1.017	354	56,195,792	181,000
ABR	2008-05-09	0.299	0.026	5,954,277	20,838,824	0.903	0.603	0.752	347.799988	55,437,024	244,000
ABR	2008-05-16	0.257	-0.042	6,003,069	20,834,396	0.906	0.649	0.559	327.100006	55,164,776	301,600
ABR	2008-05-23	0.263	0.006	6,003,069	20,838,488	0.906	0.643	1.485	303.200012	54,892,528	379,600
ABR	2008-05-30	0.258	-0.005	7,220,423	20,839,858	0.914	0.656	0.648	292.799988	54,620,276	366,000
ABR	2008-06-06	0.275	0.017	7,220,423	20,838,804	0.914	0.639	0.149	285.700012	54,348,028	239,000
ABR	2008-06-13	0.246	-0.029	7,220,423	20,837,564	0.914	0.667	0.231	246.300003	54,075,780	844,400
ABR	2008-06-20	0.206	-0.04	6,490,582	20,834,952	0.905	0.699	0.474	214.600006	53,803,532	391,400
ABR	2008-06-27	0.218	0.012	6,490,582	20,838,448	0.904	0.687	0.954	203.800003	53,531,284	554,800
ABR	2008-07-04	0.215	-0.003	6,137,421	20,842,768	0.901	0.686	0.711	165.699997	53,259,036	421,500
ABR	2008-07-11	0.221	0.006	6,137,421	20,841,232	0.901	0.68	0.448	175.899994	52,986,788	256,600
ABR	2008-07-18	0.246	0.025	7,633,512	20,840,518	0.913	0.667	0.304	193.399994	52,714,540	256,200
ABR	2008-07-25	0.213	-0.033	7,633,512	20,834,106	0.913	0.7	0.615	224.800003	52,442,288	313,600

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