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	2005-04-22	0.023	0.01	922,012.0625	49,729,728	0.555	0.532	1.38	920	644,310,848	135,600
ABM	2005-04-29	0.075	0.052	922,012.0625	49,730,324	0.555	0.48	1.806	903.599976	643,802,176	112,200
ABM	2005-05-06	0.086	0.011	1,087,209	49,726,836	0.585	0.499	1.385	928.400024	643,293,440	80,880
ABM	2005-05-13	0.106	0.02	1,087,209	49,727,520	0.586	0.48	0.904	912.5	642,784,768	88,280
ABM	2005-05-20	0.119	0.013	1,087,209	49,730,708	0.586	0.467	1.74	960.299988	642,276,096	81,400
ABM	2005-05-27	0.098	-0.02	1,087,209	49,729,448	0.586	0.487	0.923	955.799988	641,767,360	68,840
ABM	2005-06-03	0.202	0.103	1,378,946	49,731,124	0.624	0.422	0.857	961.799988	641,258,688	84,000
ABM	2005-06-10	0.109	-0.093	1,378,946	49,803,496	0.623	0.514	0.604	912.400024	640,750,016	216,800
ABM	2005-06-17	0.105	-0.004	1,378,946	49,805,828	0.623	0.518	0.756	974.700012	641,472,320	234,800
ABM	2005-06-24	0.081	-0.024	1,378,946	49,805,264	0.623	0.542	0.954	946.299988	642,194,624	197,800
ABM	2005-07-01	0.061	-0.02	1,276,283	49,803,324	0.598	0.536	0.644	987.599976	642,916,928	149,600
ABM	2005-07-08	0.049	-0.012	1,276,283	49,803,624	0.597	0.548	0.929	989.099976	643,639,232	213,250
ABM	2005-07-15	0.045	-0.004	1,276,283	49,806,424	0.597	0.552	0.722	977.700012	644,361,536	192,200
ABM	2005-07-22	0.063	0.018	1,276,283	49,804,020	0.597	0.534	0.545	991.099976	645,083,840	188,400
ABM	2005-07-29	0.056	-0.007	1,276,283	49,806,120	0.597	0.541	1.123	976.200012	645,806,144	146,000
ABM	2005-08-05	0.065	0.009	1,401,694	49,805,132	0.628	0.563	0.655	971.200012	646,528,448	137,800
ABM	2005-08-12	0.103	0.038	1,401,694	49,803,720	0.63	0.527	1.121	964.200012	647,250,752	130,400
ABM	2005-08-19	0.109	0.006	1,401,694	49,806,588	0.631	0.522	0.867	952.799988	647,973,056	139,400
ABM	2005-08-26	0.128	0.019	1,401,694	49,806,888	0.631	0.503	0.901	954.299988	648,695,360	97,000
ABM	2005-09-02	0.146	0.018	1,535,367.875	49,806,716	0.648	0.502	1.918	979.200012	649,417,664	86,700
ABM	2005-09-09	0.141	-0.005	1,535,367.875	48,766,328	0.652	0.512	0.81	1,008	650,140,032	159,624.984375
ABM	2005-09-16	0.079	-0.062	1,535,367.875	48,765,608	0.653	0.574	0.848	1,015.299988	650,435,392	333,400
ABM	2005-09-23	0.086	0.007	1,535,367.875	48,766,456	0.653	0.567	0.581	1,000.200012	650,730,752	161,000
ABM	2005-09-30	0.133	0.047	1,559,037	48,765,020	0.652	0.519	0.683	1,014.799988	651,026,112	119,200
ABM	2005-10-07	0.07	-0.063	1,559,037	48,768,548	0.651	0.581	0.703	986.099976	651,321,536	192,400
ABM	2005-10-14	0.111	0.041	1,559,037	48,766,496	0.652	0.541	0.611	960.700012	651,616,896	123,800
ABM	2005-10-21	0.134	0.023	1,559,037	48,765,304	0.652	0.518	0.67	955.799988	651,912,256	118,800
ABM	2005-10-28	0.122	-0.012	1,559,037	48,768,600	0.653	0.53	0.767	950.5	652,207,680	100,700
ABM	2005-11-04	0.112	-0.01	1,744,974	48,764,944	0.661	0.549	1.05	979.200012	652,503,040	136,800
ABM	2005-11-11	0.181	0.068	1,744,974	48,767,656	0.663	0.483	0.534	1,001.200012	652,798,400	70,060
ABM	2005-11-18	0.172	-0.009	1,744,974	48,765,552	0.664	0.492	0.555	1,019.200012	653,093,824	93,880
ABM	2005-11-25	0.159	-0.013	1,744,974	48,767,188	0.664	0.505	0.592	1,028.5	653,389,184	96,325
ABM	2005-12-02	0.138	-0.021	1,768,426	48,769,300	0.667	0.529	1.102	1,042.199951	653,684,544	191,000
ABM	2005-12-09	0.159	0.021	1,768,426	48,766,264	0.666	0.508	0.553	1,011.900024	653,979,904	130,800
ABM	2005-12-16	0.079	-0.079	1,768,426	48,769,232	0.667	0.588	0.787	982.700012	654,275,328	316,800
ABM	2005-12-23	0.079	0	1,768,426	48,766,300	0.667	0.588	1.005	972.400024	654,570,688	216,000
ABM	2005-12-30	0.131	0.052	1,604,300	48,767,264	0.645	0.514	0.517	953.400024	654,866,048	228,500
ABM	2006-01-06	0.094	-0.036	1,604,300	48,769,388	0.645	0.55	1.291	974.900024	655,161,472	225,000
ABM	2006-01-13	0.122	0.027	1,604,300	48,766,496	0.644	0.523	0.829	960.700012	655,456,832	113,000
ABM	2006-01-20	0.108	-0.014	1,604,300	48,765,108	0.644	0.537	0.738	928	655,752,192	143,500
ABM	2006-01-27	0.093	-0.014	1,604,300	48,767,700	0.644	0.551	0.828	930	656,047,616	169,600
ABM	2006-02-03	0.101	0.007	1,405,183	48,769,064	0.609	0.509	0.894	927.099976	656,342,976	148,400
ABM	2006-02-10	0.072	-0.028	1,405,183	48,765,168	0.61	0.537	0.934	924.099976	656,638,336	132,800
ABM	2006-02-17	0.111	0.039	1,405,183	48,766,544	0.61	0.499	0.63	921.200012	656,933,696	147,000
ABM	2006-02-24	0.066	-0.045	1,405,183	48,765,368	0.61	0.544	1.365	912.400024	657,229,184	172,500
ABM	2006-03-03	0.058	-0.007	1,304,956	48,766,684	0.59	0.531	0.624	913.400024	657,524,480	151,600
ABM	2006-03-10	0.078	0.02	1,304,956	48,767,344	0.59	0.511	1.004	913.900024	657,819,840	98,800
ABM	2006-03-17	0.002	-0.077	1,304,956	48,767,440	0.592	0.59	0.875	838.799988	658,115,264	505,600
ABM	2006-03-24	-0.02	-0.022	1,304,956	48,767,828	0.592	0.612	0.606	854.900024	658,410,624	188,200
ABM	2006-03-31	-0.063	-0.043	1,159,707	49,311,424	0.542	0.605	1.847	945.299988	658,705,984	279,400
ABM	2006-04-07	-0.112	-0.05	1,159,707	49,311,308	0.543	0.655	1.17	880.700012	666,601,024	195,600
ABM	2006-04-14	-0.074	0.038	1,159,707	49,314,756	0.542	0.616	1.201	849.200012	665,951,680	323,750.03125
ABM	2006-04-21	-0.033	0.041	1,159,707	49,310,740	0.543	0.575	0.716	858.5	665,302,400	250,400
ABM	2006-04-28	0.016	0.049	1,686,702	49,313,952	0.63	0.614	1.295	848.200012	664,653,120	223,600
ABM	2006-05-05	0.063	0.047	1,686,702	49,310,544	0.63	0.568	0.731	865.400024	664,003,776	185,200
ABM	2006-05-12	0.107	0.044	1,686,702	49,312,356	0.631	0.524	0.487	846.200012	663,354,496	173,900
ABM	2006-05-19	0.066	-0.041	1,686,702	49,310,148	0.632	0.565	0.676	864.900024	662,705,216	221,400
ABM	2006-05-26	0.026	-0.041	1,686,702	49,311,736	0.632	0.606	0.626	852.599976	662,055,872	252,400
ABM	2006-06-02	0.159	0.133	2,345,494	49,314,216	0.697	0.538	0.586	877.299988	661,406,592	202,500
ABM	2006-06-09	0.126	-0.032	2,345,494	49,312,888	0.697	0.57	0.636	868.400024	660,757,312	309,000
ABM	2006-06-16	0.063	-0.063	2,345,494	48,751,424	0.699	0.636	0.819	855.099976	660,108,032	260,600
ABM	2006-06-23	0.111	0.048	2,345,494	48,749,284	0.7	0.589	0.888	849.700012	662,538,560	170,600
ABM	2006-06-30	0.184	0.073	2,935,976	48,754,388	0.725	0.542	0.298	833.700012	664,969,152	271,200
ABM	2006-07-07	0.201	0.017	2,935,976	48,750,000	0.725	0.525	0.41	807.299988	667,399,744	174,250
ABM	2006-07-14	0.16	-0.04	2,935,976	48,750,764	0.726	0.565	0.262	800	669,830,336	190,600
ABM	2006-07-21	0.186	0.025	2,935,976	48,754,560	0.726	0.541	0.441	802.5	672,260,928	154,400
ABM	2006-07-28	0.196	0.011	2,935,976	48,749,252	0.726	0.53	0.436	818.5	674,691,520	132,400
ABM	2006-08-04	0.241	0.045	3,012,096	48,750,752	0.734	0.493	0.437	811.700012	677,122,112	150,400
ABM	2006-08-11	0.235	-0.006	3,012,096	48,751,528	0.736	0.501	0.628	796.599976	679,552,640	109,480
ABM	2006-08-18	0.216	-0.019	3,012,096	48,751,392	0.737	0.521	0.378	874.599976	681,983,232	182,400
ABM	2006-08-25	0.239	0.023	3,012,096	48,751,424	0.737	0.498	0.368	855.099976	684,413,824	91,300
ABM	2006-09-01	0.231	-0.008	3,185,378	48,754,068	0.745	0.514	0.344	900	686,844,416	141,600
ABM	2006-09-08	0.209	-0.022	3,185,378	48,965,516	0.744	0.535	0.444	894.599976	689,275,008	217,750
ABM	2006-09-15	0.19	-0.019	3,185,378	48,965,332	0.743	0.554	0.686	918.099976	695,102,272	287,200
ABM	2006-09-22	0.195	0.005	3,185,378	48,968,636	0.743	0.549	0.341	921.099976	700,929,536	240,800
ABM	2006-09-29	0.221	0.026	3,185,378	48,965,880	0.743	0.523	0.283	918.599976	706,756,800	258,800
ABM	2006-10-06	0.14	-0.081	2,786,187	48,966,964	0.708	0.568	0.417	933.799988	712,584,064	213,000
ABM	2006-10-13	0.152	0.012	2,786,187	48,966,220	0.708	0.556	0.321	956.799988	718,411,328	183,600
ABM	2006-10-20	0.146	-0.007	2,786,187	48,967,448	0.708	0.562	0.594	962.700012	724,238,592	136,800
ABM	2006-10-27	0.199	0.053	2,786,187	48,966,040	0.708	0.509	0.453	966.099976	730,065,856	111,100
ABM	2006-11-03	0.139	-0.06	2,240,306	48,967,932	0.655	0.516	0.61	977.400024	735,893,120	152,200
ABM	2006-11-10	0.137	-0.001	2,240,306	48,966,028	0.657	0.52	0.639	994.5	741,720,384	151,000
ABM	2006-11-17	0.153	0.015	2,240,306	48,968,672	0.658	0.506	0.485	1,016.099976	747,547,648	138,200
ABM	2006-11-24	0.157	0.004	2,240,306	48,967,340	0.658	0.501	0.662	1,019.5	753,374,912	70,300
ABM	2006-12-01	0.15	-0.007	2,138,198	48,968,824	0.672	0.522	0.783	1,021	759,202,176	119,000
ABM	2006-12-08	0.2	0.05	2,138,198	48,968,972	0.671	0.471	0.476	1,025.900024	765,029,440	99,120
ABM	2006-12-15	0.119	-0.081	2,138,198	48,966,260	0.671	0.552	0.849	1,132.099976	770,856,704	414,000
ABM	2006-12-22	0.083	-0.037	2,138,198	48,662,336	0.671	0.589	0.716	1,124.099976	776,684,032	277,400
ABM	2006-12-29	0.105	0.022	2,138,198	48,661,384	0.671	0.566	0.575	1,105.099976	770,035,392	319,500
ABM	2007-01-05	0.055	-0.05	2,039,364	48,660,600	0.659	0.603	0.57	1,122.599976	763,386,752	464,000
ABM	2007-01-12	0.049	-0.006	2,039,364	48,661,192	0.658	0.609	0.893	1,184.900024	756,738,112	390,200
ABM	2007-01-19	0.039	-0.01	2,039,364	48,658,988	0.658	0.619	0.918	1,182.900024	750,089,472	322,500
ABM	2007-01-26	0.058	0.018	2,039,364	48,659,920	0.658	0.6	0.943	1,201.900024	743,440,832	357,000
ABM	2007-02-02	-0.017	-0.074	1,411,557	48,659,676	0.558	0.575	1.007	1,252.5	736,792,192	356,400
ABM	2007-02-09	-0.01	0.007	1,411,557	48,661,656	0.558	0.568	0.709	1,294.400024	730,143,552	335,800
ABM	2007-02-16	-0.036	-0.025	1,411,557	48,659,608	0.559	0.594	1.156	1,332.300049	723,494,912	210,400
ABM	2007-02-23	-0.029	0.007	1,411,557	48,661,564	0.558	0.587	0.961	1,334.300049	716,846,272	275,500
ABM	2007-03-02	-0.027	0.002	1,753,383.875	48,659,320	0.595	0.622	0.979	1,281.199951	710,197,632	304,000
ABM	2007-03-09	-0.037	-0.01	1,753,383.875	48,950,944	0.595	0.632	0.572	1,297.199951	703,548,992	534,000
ABM	2007-03-16	-0.035	0.002	1,753,383.875	48,952,640	0.595	0.63	0.926	1,271.300049	703,110,720	580,200

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