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	2003-05-23	0.061	-0.029	551,242	48,939,956	0.529	0.468	1.804	660.200012	587,705,216	81,740
ABM	2003-05-30	0.016	-0.044	412,932	48,937,756	0.478	0.462	1.807	723.299988	588,413,184	142,000
ABM	2003-06-06	0.009	-0.007	412,932	48,942,376	0.478	0.468	3.289	721.900024	589,121,088	115,800
ABM	2003-06-13	-0.009	-0.018	412,932	49,221,032	0.477	0.486	4.264	739.299988	589,828,992	104,200
ABM	2003-06-20	-0.005	0.003	412,932	49,216,300	0.477	0.483	2.951	785	588,233,920	150,200
ABM	2003-06-27	-0.034	-0.029	412,932	49,217,664	0.478	0.512	3	780.099976	586,638,848	127,400
ABM	2003-07-04	0.046	0.08	537,103	49,220,536	0.523	0.477	1.218	776.700012	585,043,776	131,000
ABM	2003-07-11	0.018	-0.028	537,103	49,216,560	0.522	0.505	3.6	772.700012	583,448,704	105,900
ABM	2003-07-18	0.018	0.001	537,103	49,219,820	0.523	0.504	2.723	794.900024	581,853,632	121,800
ABM	2003-07-25	0.041	0.023	537,103	49,216,560	0.522	0.481	1.761	772.700012	580,258,560	105,580
ABM	2003-08-01	0.123	0.082	543,702	49,216,792	0.554	0.431	1.532	785.5	578,663,488	84,300
ABM	2003-08-08	0.119	-0.004	543,702	49,221,124	0.554	0.435	2.412	745.700012	577,068,416	121,000
ABM	2003-08-15	0.081	-0.038	543,702	49,215,064	0.555	0.474	1.747	771.200012	575,473,280	121,900
ABM	2003-08-22	0.083	0.001	543,702	49,216,560	0.555	0.473	1.849	772.700012	573,878,208	136,200
ABM	2003-08-29	0.084	0.002	543,702	49,220,448	0.555	0.471	2.304	770.299988	572,283,136	96,900
ABM	2003-09-05	0.01	-0.074	420,809.96875	49,219,632	0.514	0.504	3.121	782.099976	570,688,064	158,000
ABM	2003-09-12	0.018	0.008	420,809.96875	49,395,972	0.514	0.496	3.129	736	569,092,992	198,600
ABM	2003-09-19	-0.009	-0.027	420,809.96875	49,399,460	0.514	0.523	4.03	732.099976	569,610,176	204,800
ABM	2003-09-26	0.001	0.009	420,809.96875	49,397,160	0.514	0.514	3.517	696.5	570,127,360	174,000
ABM	2003-10-03	-0.033	-0.033	374,793	49,398,548	0.493	0.526	4.522	747.400024	570,644,480	176,200
ABM	2003-10-10	-0.021	0.012	374,793	49,401,316	0.493	0.514	2.379	750.900024	571,161,664	122,800
ABM	2003-10-17	-0.021	0	374,793	49,399,052	0.493	0.514	3.093	731.599976	571,678,848	141,800
ABM	2003-10-24	0.008	0.029	374,793	49,400,544	0.493	0.486	2.981	725.200012	572,195,968	111,900
ABM	2003-10-31	0.11	0.103	602,170	49,395,884	0.569	0.459	2.335	768.599976	572,713,152	189,200
ABM	2003-11-07	0.066	-0.044	602,170	49,398,692	0.569	0.503	2.12	755.799988	573,230,336	125,400
ABM	2003-11-14	0.091	0.025	602,170	49,397,276	0.572	0.48	1.69	762.200012	573,747,520	95,500
ABM	2003-11-21	0.084	-0.007	602,170	49,400,000	0.572	0.488	1.798	765.700012	574,264,640	134,400
ABM	2003-11-28	0.052	-0.032	602,170	49,400,632	0.572	0.519	1.913	783	574,781,824	89,375
ABM	2003-12-05	0.05	-0.002	538,624	49,400,000	0.545	0.495	2.773	790.400024	575,299,008	96,000
ABM	2003-12-12	0.07	0.02	538,624	49,398,908	0.545	0.475	1.882	813.599976	575,816,192	112,000
ABM	2003-12-19	0.062	-0.008	538,624	49,401,448	0.544	0.483	2.261	817.099976	576,333,312	108,480
ABM	2003-12-26	0.031	-0.03	538,624	49,397,384	0.545	0.514	2.523	868.900024	576,850,496	156,875.015625
ABM	2004-01-02	0.06	0.028	535,341	49,401,132	0.537	0.477	2.068	874.400024	577,367,680	160,750
ABM	2004-01-09	-0.007	-0.066	535,341	49,399,668	0.537	0.543	2.295	888.700012	577,884,864	141,200
ABM	2004-01-16	0.011	0.017	535,341	48,532,256	0.541	0.53	1.879	902.700012	578,401,984	147,400
ABM	2004-01-23	-0.021	-0.032	535,341	48,533,188	0.541	0.562	2.769	906.599976	577,454,656	137,250
ABM	2004-01-30	0.087	0.109	507,163	48,531,856	0.526	0.439	3.179	876	576,507,264	73,800
ABM	2004-02-06	0.002	-0.085	507,163	48,531,616	0.526	0.524	2.211	905.599976	575,559,872	106,000
ABM	2004-02-13	-0.007	-0.009	507,163	48,533,332	0.526	0.533	2.076	873.599976	574,612,480	98,480
ABM	2004-02-20	0.034	0.041	507,163	48,532,156	0.526	0.492	3.51	882.799988	573,665,152	119,250
ABM	2004-02-27	0.04	0.006	507,163	48,532,668	0.526	0.486	1.637	876.5	572,717,696	105,000
ABM	2004-03-05	0.097	0.057	584,387	48,528,444	0.542	0.445	2.053	887.099976	571,770,368	78,700
ABM	2004-03-12	0.07	-0.026	584,387	48,646,744	0.542	0.472	1.7	895.099976	570,822,976	103,200
ABM	2004-03-19	0.054	-0.017	584,387	48,644,544	0.543	0.489	2.007	864.900024	572,324,672	112,000
ABM	2004-03-26	0.032	-0.022	584,387	48,645,128	0.543	0.512	1.763	858.099976	573,826,432	157,200
ABM	2004-04-02	0.008	-0.023	709,930	48,644,444	0.572	0.564	1.801	875.599976	575,328,064	159,400
ABM	2004-04-09	-0.016	-0.024	709,930	48,645,484	0.572	0.588	3.152	872.700012	576,829,760	152,650
ABM	2004-04-16	-0.006	0.01	709,930	48,646,576	0.572	0.578	1.221	887.799988	578,331,456	147,000
ABM	2004-04-23	0.011	0.017	709,930	48,644,708	0.572	0.561	1.368	900.900024	579,833,152	114,900
ABM	2004-04-30	0.013	0.002	683,419	48,645,720	0.541	0.528	2.168	898	581,334,848	123,100
ABM	2004-05-07	0.006	-0.008	683,419	48,645,016	0.541	0.535	2.762	868.799988	582,836,544	118,800
ABM	2004-05-14	0.054	0.048	683,419	48,642,384	0.542	0.488	1.614	881.400024	584,338,240	120,600
ABM	2004-05-21	0.003	-0.051	683,419	48,643,980	0.543	0.54	1.987	929.099976	585,839,936	152,000
ABM	2004-05-28	0.024	0.021	683,419	48,643,532	0.543	0.519	2.832	925.200012	587,341,632	158,200
ABM	2004-06-04	0.054	0.03	916,473	48,642,104	0.596	0.542	1.304	924.200012	588,843,328	132,000
ABM	2004-06-11	-0.001	-0.055	916,473	48,879,828	0.596	0.597	2.089	898.900024	590,345,024	195,250
ABM	2004-06-18	-0.005	-0.004	916,473	48,877,992	0.597	0.602	2.663	897.400024	592,916,416	220,200
ABM	2004-06-25	-0.032	-0.027	916,473	48,876,292	0.596	0.628	1.992	948.200012	595,487,744	206,000
ABM	2004-07-02	0.04	0.072	912,538	48,876,812	0.584	0.544	1.363	944.299988	598,059,136	129,100
ABM	2004-07-09	0.017	-0.023	912,538	48,878,808	0.584	0.568	2.16	915.5	600,630,528	91,250
ABM	2004-07-16	0.047	0.03	912,538	48,876,280	0.584	0.538	1.6	904.700012	603,201,920	86,300
ABM	2004-07-23	0.074	0.027	912,538	48,877,884	0.584	0.51	1.356	888.599976	605,773,312	127,200
ABM	2004-07-30	0.13	0.056	883,290	48,877,156	0.586	0.456	2.396	879.299988	608,344,704	82,700
ABM	2004-08-06	0.105	-0.025	883,290	48,877,068	0.586	0.482	1.352	827	610,916,096	111,000
ABM	2004-08-13	0.093	-0.012	883,290	48,878,500	0.587	0.494	1.594	836.799988	613,487,488	116,400
ABM	2004-08-20	0.097	0.004	883,290	48,874,720	0.587	0.49	1.381	881.700012	616,058,816	64,120
ABM	2004-08-27	0.093	-0.004	883,290	48,877,328	0.587	0.495	1.337	892.5	618,630,208	80,860
ABM	2004-09-03	0.162	0.069	1,121,305	48,875,800	0.624	0.463	1.335	913	621,201,600	92,200
ABM	2004-09-10	0.108	-0.053	1,121,305	48,520,408	0.626	0.518	1.647	951	623,773,056	137,250
ABM	2004-09-17	0.044	-0.065	1,121,305	48,521,996	0.626	0.582	1.477	981.599976	624,190,144	206,600
ABM	2004-09-24	0.057	0.014	1,121,305	48,521,612	0.626	0.569	1.209	987.900024	624,607,360	185,600
ABM	2004-10-01	0.109	0.052	1,176,625	48,518,880	0.643	0.533	0.901	1,002.400024	625,024,512	94,520
ABM	2004-10-08	0.085	-0.025	1,176,625	48,519,444	0.642	0.558	1.061	973.299988	625,441,664	118,600
ABM	2004-10-15	0.105	0.021	1,176,625	48,518,332	0.642	0.537	1.068	979.099976	625,858,816	128,200
ABM	2004-10-22	0.135	0.03	1,176,625	48,518,520	0.642	0.507	0.719	956.299988	626,275,968	80,700
ABM	2004-10-29	0.198	0.063	1,176,625	48,520,480	0.642	0.444	0.703	1,006.799988	626,693,184	116,500
ABM	2004-11-05	0.078	-0.12	1,040,956.0625	48,519,388	0.62	0.541	1.195	1,038.800049	627,110,336	169,200
ABM	2004-11-12	0.094	0.016	1,040,956.0625	48,521,736	0.621	0.526	1.245	1,060.199951	627,527,488	123,800
ABM	2004-11-19	0.078	-0.017	1,040,956.0625	48,522,352	0.621	0.543	1.235	1,031.099976	627,944,640	111,600
ABM	2004-11-26	0.079	0.002	1,040,956.0625	48,519,204	0.621	0.542	0.843	1,048.5	628,361,856	81,150
ABM	2004-12-03	0.068	-0.011	1,031,979	48,519,028	0.626	0.558	1.278	1,058.199951	628,779,008	167,400
ABM	2004-12-10	0.05	-0.018	1,031,979	48,520,240	0.626	0.576	1.564	1,042.699951	629,196,160	165,800
ABM	2004-12-17	0.035	-0.015	1,031,979	48,520,772	0.626	0.591	1.17	957.799988	629,613,312	262,400
ABM	2004-12-24	0.039	0.004	1,031,979	48,519,636	0.626	0.587	1.738	963.599976	630,030,528	172,000
ABM	2004-12-31	0.005	-0.034	705,107	48,519,272	0.551	0.546	2.071	956.799988	630,447,680	98,500
ABM	2005-01-07	-0.055	-0.06	705,107	48,521,696	0.55	0.605	2.012	905.900024	630,864,832	207,400
ABM	2005-01-14	-0.014	0.041	705,107	49,281,800	0.547	0.561	1.587	898.900024	631,281,984	157,400
ABM	2005-01-21	0.032	0.046	705,107	49,278,580	0.547	0.515	2.592	888	633,292,160	128,500
ABM	2005-01-28	0.036	0.004	705,107	49,276,640	0.547	0.511	1.219	892.400024	635,302,272	148,600
ABM	2005-02-04	-0.061	-0.097	670,796.0625	49,277,176	0.528	0.588	2.619	906.700012	637,312,384	184,200
ABM	2005-02-11	-0.032	0.029	670,796.0625	49,277,956	0.528	0.559	1.598	907.700012	639,322,496	131,000
ABM	2005-02-18	0.024	0.056	670,796.0625	49,281,084	0.528	0.503	1.259	911.700012	641,332,608	113,600
ABM	2005-02-25	-0.017	-0.041	670,796.0625	49,279,952	0.527	0.544	1.183	917.099976	643,342,720	109,000
ABM	2005-03-04	0.019	0.035	756,977	49,279,228	0.528	0.509	1.739	923	645,352,896	120,400
ABM	2005-03-11	-0.015	-0.033	756,977	49,730,868	0.526	0.541	1.19	942.400024	647,363,008	297,600
ABM	2005-03-18	-0.036	-0.021	756,977	49,727,504	0.528	0.564	1.843	967.200012	646,854,336	267,800
ABM	2005-03-25	-0.019	0.016	756,977	49,730,708	0.528	0.547	3.134	960.299988	646,345,600	129,500
ABM	2005-04-01	0.006	0.026	922,012.0625	49,731,160	0.554	0.548	2.059	943.400024	645,836,928	151,600
ABM	2005-04-08	-0.037	-0.044	922,012.0625	49,728,880	0.554	0.591	1.398	953.799988	645,328,256	138,600
ABM	2005-04-15	0.013	0.05	922,012.0625	49,731,332	0.554	0.541	2.035	925.5	644,819,520	127,600

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