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	2007-03-23	-0.015	0.02	1,753,383.875	48,949,996	0.596	0.61	0.812	1,272.699951	702,672,384	438,200
ABM	2007-03-30	0.028	0.043	2,274,119	48,950,364	0.62	0.591	0.532	1,291.800049	702,234,048	519,200
ABM	2007-04-06	-0.024	-0.052	2,274,119	48,953,056	0.621	0.645	0.306	1,313.900024	701,795,776	351,500
ABM	2007-04-13	-0.017	0.007	2,274,119	48,951,256	0.621	0.638	0.776	1,325.599976	701,357,440	491,200
ABM	2007-04-20	0.005	0.022	2,274,119	48,951,528	0.621	0.616	0.592	1,363.300049	700,919,168	279,000
ABM	2007-04-27	0.043	0.038	2,274,119	48,950,856	0.621	0.578	0.477	1,404.400024	700,480,832	283,000
ABM	2007-05-04	-0.011	-0.054	2,277,935	48,950,832	0.62	0.631	0.54	1,413.699951	700,042,560	258,400
ABM	2007-05-11	0.027	0.038	2,277,935	48,950,124	0.619	0.593	0.436	1,403.400024	699,604,224	257,400
ABM	2007-05-18	0.024	-0.003	2,277,935	48,951,276	0.621	0.596	0.457	1,386.300049	699,165,952	204,000
ABM	2007-05-25	0.009	-0.015	2,277,935	48,952,280	0.621	0.612	0.88	1,415.699951	698,727,616	185,800
ABM	2007-06-01	0.148	0.139	3,096,514	48,952,636	0.681	0.533	0.279	1,467.599976	698,289,280	236,750
ABM	2007-06-08	0.065	-0.083	3,096,514	49,746,880	0.677	0.612	0.428	1,356.099976	697,851,008	509,200
ABM	2007-06-15	0.061	-0.004	3,096,514	49,747,552	0.677	0.616	0.539	1,320.300049	699,257,984	359,400
ABM	2007-06-22	0.08	0.018	3,096,514	49,747,476	0.678	0.598	0.425	1,280.5	700,665,024	261,800
ABM	2007-06-29	0.05	-0.029	3,096,514	49,744,284	0.678	0.628	0.548	1,283.900024	702,072,000	333,600
ABM	2007-07-06	0.066	0.016	3,311,727	49,746,252	0.665	0.599	0.286	1,293.900024	703,478,976	315,000
ABM	2007-07-13	0.088	0.022	3,311,727	49,745,796	0.665	0.577	0.282	1,272	704,886,016	230,200
ABM	2007-07-20	0.066	-0.022	3,311,727	49,747,828	0.665	0.599	0.397	1,203.400024	706,292,992	232,400
ABM	2007-07-27	0.064	-0.002	3,311,727	49,744,476	0.665	0.601	0.545	1,148.599976	707,699,968	414,000
ABM	2007-08-03	0.024	-0.04	3,269,526	49,747,344	0.641	0.617	0.404	1,122.300049	709,107,008	418,800
ABM	2007-08-10	0.012	-0.012	3,269,526	49,747,388	0.644	0.631	0.43	1,142.199951	710,513,984	885,800
ABM	2007-08-17	-0.02	-0.032	3,269,526	49,745,832	0.644	0.664	0.495	1,135.199951	711,921,024	436,800
ABM	2007-08-24	-0.001	0.018	3,269,526	49,744,896	0.644	0.645	0.42	1,170	713,328,000	210,400
ABM	2007-08-31	0.087	0.088	3,607,821	49,747,652	0.667	0.58	0.538	1,163.099976	714,734,976	169,800
ABM	2007-09-07	0.061	-0.026	3,607,821	49,745,556	0.667	0.606	0.345	1,036.199951	716,142,016	409,249.96875
ABM	2007-09-14	0.054	-0.007	3,607,821	49,925,108	0.666	0.613	0.405	1,000	717,548,992	397,800
ABM	2007-09-21	0.042	-0.011	3,607,821	49,927,044	0.666	0.624	0.416	1,026.5	717,999,936	448,200
ABM	2007-09-28	0.026	-0.016	3,607,821	49,924,928	0.666	0.64	0.317	997.5	718,450,880	296,800
ABM	2007-10-05	0.066	0.04	3,012,818	49,927,780	0.647	0.581	0.4	1,037	718,901,760	236,400
ABM	2007-10-12	0.007	-0.059	3,012,818	49,925,156	0.646	0.639	0.417	1,200.699951	719,352,704	574,000
ABM	2007-10-19	-0.011	-0.018	3,012,818	49,928,828	0.65	0.662	0.431	1,122.400024	719,803,648	423,200
ABM	2007-10-26	-0.023	-0.012	3,012,818	49,927,164	0.65	0.674	0.417	1,165.300049	720,254,592	323,400
ABM	2007-11-02	0.053	0.076	2,782,177	49,925,244	0.643	0.59	0.401	1,135.300049	720,705,472	385,200
ABM	2007-11-09	0.004	-0.049	2,782,177	49,924,884	0.644	0.64	0.446	1,063.400024	721,156,416	415,800
ABM	2007-11-16	-0.008	-0.012	2,815,174	49,928,908	0.638	0.646	0.478	1,053.5	721,607,296	318,600
ABM	2007-11-23	-0.005	0.004	2,815,174	49,924,696	0.638	0.643	0.452	994.5	722,058,304	281,500
ABM	2007-11-30	0.015	0.019	3,005,343	49,926,472	0.646	0.631	0.521	1,018.5	722,509,184	280,000
ABM	2007-12-07	0.034	0.019	3,005,343	49,924,988	0.646	0.612	0.41	1,064.900024	722,960,128	254,800
ABM	2007-12-14	0.004	-0.031	3,005,343	49,929,328	0.646	0.643	0.158	989.099976	723,411,072	473,600
ABM	2007-12-21	-0.002	-0.006	3,052,635	50,038,800	0.643	0.645	0.618	1,031.800049	723,862,016	421,600
ABM	2007-12-28	0.029	0.031	3,052,635	50,038,556	0.643	0.614	0.316	1,038.300049	740,426,496	191,250
ABM	2008-01-04	0.019	-0.01	2,957,567	50,036,272	0.644	0.625	0.29	965.700012	756,990,976	390,500
ABM	2008-01-11	0.013	-0.006	2,957,567	50,036,748	0.644	0.631	0.367	953.200012	773,555,584	479,800
ABM	2008-01-18	-0.015	-0.028	2,882,547	50,037,096	0.644	0.659	0.412	944.200012	790,120,000	368,400
ABM	2008-01-25	-0.015	0	2,882,547	50,035,520	0.644	0.659	0.496	986.200012	806,684,480	477,249.96875
ABM	2008-02-01	0.131	0.145	3,438,299	50,039,408	0.66	0.529	0.435	1,015.799988	823,249,024	258,400
ABM	2008-02-08	-0.015	-0.146	3,438,299	50,040,420	0.661	0.676	0.373	990.299988	839,813,504	276,800
ABM	2008-02-15	0.016	0.031	3,332,303.75	50,040,320	0.657	0.641	0.355	992.799988	856,377,984	204,800
ABM	2008-02-22	-0.002	-0.019	3,332,303.75	50,039,740	0.658	0.66	0.292	1,007.299988	872,942,528	223,500
ABM	2008-02-29	0.036	0.039	3,332,303.75	50,040,280	0.657	0.621	0.336	993.799988	889,507,008	252,800
ABM	2008-03-07	-0.003	-0.039	3,438,733	50,038,744	0.655	0.658	0.371	1,033.300049	906,071,488	356,200
ABM	2008-03-14	-0.042	-0.039	3,438,733	50,194,128	0.655	0.696	0.393	1,008.400024	922,636,032	338,200
ABM	2008-03-21	-0.074	-0.033	3,386,071	50,196,716	0.642	0.717	0.418	1,071.699951	923,960,832	313,500
ABM	2008-03-28	-0.049	0.026	3,386,071	50,195,380	0.642	0.691	0.4	1,130.400024	925,285,696	322,400
ABM	2008-04-04	-0.109	-0.06	3,573,938	50,196,432	0.643	0.752	0.376	1,124.400024	926,610,496	276,000
ABM	2008-04-11	-0.115	-0.006	3,573,938	50,194,128	0.643	0.758	0.485	1,008.400024	927,935,360	242,800
ABM	2008-04-18	-0.064	0.051	3,406,931	50,194,040	0.637	0.701	0.277	1,060.599976	929,260,160	239,200
ABM	2008-04-25	-0.138	-0.074	3,406,931	50,194,040	0.637	0.775	0.585	1,060.599976	930,585,024	215,800
ABM	2008-05-02	-0.074	0.064	3,017,473	50,195,892	0.612	0.685	0.334	1,076.199951	931,909,824	216,600
ABM	2008-05-09	-0.065	0.009	3,017,473	50,195,312	0.611	0.676	0.41	1,028	933,234,688	202,000
ABM	2008-05-16	-0.027	0.038	3,081,600	50,195,528	0.62	0.647	0.486	1,078.199951	934,559,488	176,600
ABM	2008-05-23	0.017	0.044	3,081,600	50,196,364	0.62	0.603	0.246	1,022.5	935,884,352	175,400
ABM	2008-05-30	0.049	0.032	3,106,118	50,196,980	0.618	0.568	0.34	1,095.800049	937,209,152	189,250
ABM	2008-06-06	-0.055	-0.104	3,106,118	50,501,364	0.616	0.671	0.454	1,108	938,534,016	433,200
ABM	2008-06-13	-0.106	-0.051	3,106,118	50,501,488	0.615	0.721	0.394	1,188.300049	937,969,792	321,000
ABM	2008-06-20	-0.13	-0.024	3,220,959	50,500,212	0.615	0.744	0.611	1,191.300049	937,405,568	320,200
ABM	2008-06-27	-0.106	0.024	3,220,959	50,502,244	0.614	0.72	0.459	1,126.199951	936,841,344	325,200
ABM	2008-07-04	-0.045	0.062	3,522,319	50,503,052	0.626	0.67	0.232	1,074.199951	936,277,120	218,250
ABM	2008-07-11	-0.081	-0.037	3,522,319	50,500,700	0.625	0.707	0.267	1,089.300049	935,712,960	277,000
ABM	2008-07-18	-0.078	0.004	3,575,010	50,500,912	0.631	0.708	0.267	1,109	935,148,736	278,400
ABM	2008-07-25	-0.08	-0.003	3,575,010	50,500,000	0.63	0.711	0.388	1,191.800049	934,584,512	297,600
ABM	2008-08-01	0.019	0.099	3,925,858	50,499,176	0.63	0.611	0.239	1,224.099976	934,020,288	204,400
ABM	2008-08-08	-0.061	-0.08	3,925,858	50,501,404	0.632	0.693	0.431	1,259	933,456,064	203,200
ABM	2008-08-15	-0.047	0.014	3,427,303	50,500,392	0.613	0.66	0.27	1,291.800049	932,891,840	241,600
ABM	2008-08-22	-0.066	-0.018	3,427,303	50,499,044	0.613	0.678	0.272	1,315.5	932,327,616	186,200
ABM	2008-08-29	0.017	0.083	3,427,303	50,502,280	0.612	0.595	0.224	1,327.199951	931,763,456	188,400
ABM	2008-09-05	-0.076	-0.093	3,057,132	50,501,892	0.602	0.679	0.502	1,066.599976	931,199,232	672,000
ABM	2008-09-12	-0.075	0.001	3,057,132	50,795,408	0.601	0.676	0.531	1,104.800049	930,635,008	476,600
ABM	2008-09-19	-0.12	-0.044	2,842,735	50,796,420	0.594	0.714	0.687	1,135.300049	927,718,016	681,800
ABM	2008-09-26	-0.149	-0.03	2,842,735	50,795,504	0.594	0.743	0.749	1,085.5	924,801,024	379,400
ABM	2008-10-03	-0.075	0.075	2,774,365	50,796,892	0.59	0.664	0.649	1,045.400024	921,884,032	275,200
ABM	2008-10-10	-0.118	-0.044	2,774,365	50,794,424	0.589	0.707	0.574	728.900024	918,966,976	768,600
ABM	2008-10-17	-0.094	0.025	2,579,166	50,792,348	0.593	0.686	0.822	743.599976	916,049,984	634,000
ABM	2008-10-24	-0.116	-0.022	2,579,166	50,793,768	0.593	0.709	0.754	716.700012	913,132,992	411,200
ABM	2008-10-31	-0.113	0.003	1,834,055.875	50,796,080	0.552	0.665	1.099	829.5	910,216,000	311,600
ABM	2008-11-07	-0.071	0.042	1,834,055.875	50,792,644	0.552	0.623	0.567	801	907,299,008	205,400
ABM	2008-11-14	-0.031	0.04	1,834,055.875	50,793,104	0.552	0.583	0.427	736.5	904,382,016	182,800
ABM	2008-11-21	-0.028	0.002	1,892,067	50,796,952	0.581	0.609	0.519	733	901,465,024	264,200
ABM	2008-11-28	-0.028	0.001	1,892,067	50,794,308	0.58	0.608	0.761	856.900024	898,547,968	234,250
ABM	2008-12-05	-0.017	0.011	1,964,559	50,795,140	0.606	0.623	0.881	919.900024	895,630,976	356,400
ABM	2008-12-12	-0.011	0.006	1,964,559	50,795,712	0.605	0.616	0.521	900.099976	892,713,984	368,200
ABM	2008-12-19	0	0.011	2,097,533	50,797,100	0.626	0.626	0.731	911.299988	889,796,992	422,400
ABM	2008-12-26	-0.062	-0.062	2,097,533	50,987,856	0.625	0.687	0.755	923.900024	886,880,000	241,500
ABM	2009-01-02	-0.002	0.059	2,209,554	50,985,688	0.642	0.645	0.384	962.099976	886,880,000	239,000
ABM	2009-01-09	-0.017	-0.015	2,209,554	50,986,152	0.642	0.659	0.716	920.299988	886,880,000	357,800
ABM	2009-01-16	0.022	0.039	2,063,726	50,985,992	0.644	0.622	0.469	910.099976	886,880,000	336,000
ABM	2009-01-23	-0.002	-0.024	2,063,726	50,987,732	0.644	0.646	0.598	831.099976	886,880,000	475,750.03125
ABM	2009-01-30	-0.01	-0.008	1,867,192.125	50,989,900	0.628	0.638	0.545	757.200012	886,978,688	343,400
ABM	2009-02-06	-0.017	-0.007	1,867,192.125	50,990,036	0.628	0.645	1.032	767.400024	887,077,312	372,000
ABM	2009-02-13	0.004	0.021	1,867,192.125	50,987,096	0.628	0.624	0.587	671.5	887,176,000	456,400

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