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	2001-06-22	-0.046	-0.02	313,808	47,816,524	0.489	0.535	5.041	891.299988	490,644,768	152,000
ABM	2001-06-29	-0.047	0	313,808	47,817,448	0.49	0.536	4.655	890.599976	490,795,552	196,800
ABM	2001-07-06	-0.044	0.002	372,776	47,814,208	0.506	0.55	4.319	875	490,946,304	135,500
ABM	2001-07-13	-0.041	0.003	372,776	47,817,424	0.507	0.548	4.645	864.299988	491,097,088	99,800
ABM	2001-07-20	-0.01	0.031	372,776	47,815,788	0.507	0.518	3.713	908.5	491,247,840	83,480
ABM	2001-07-27	-0.011	-0.001	372,776	47,816,412	0.508	0.519	5.084	859.5	491,398,624	92,280
ABM	2001-08-03	-0.039	-0.028	273,783	47,814,460	0.435	0.474	7.534	876.200012	491,549,376	118,600
ABM	2001-08-10	-0.037	0.003	273,783	47,816,156	0.436	0.473	4.737	858.299988	491,700,160	78,840
ABM	2001-08-17	-0.038	-0.001	273,783	47,815,012	0.438	0.476	3.928	863.299988	491,850,912	69,480
ABM	2001-08-24	-0.052	-0.014	273,783	47,816,156	0.438	0.49	7.416	858.299988	492,001,696	112,600
ABM	2001-08-31	-0.062	-0.01	231,206	47,814,764	0.414	0.476	5.785	826	492,152,448	106,280
ABM	2001-09-07	-0.073	-0.011	231,206	47,815,384	0.414	0.487	9.205	777	492,303,232	152,500
ABM	2001-09-14	-0.044	0.029	231,206	47,814,940	0.414	0.458	4.651	764.799988	492,454,016	107,000
ABM	2001-09-21	-0.088	-0.043	231,206	47,815,552	0.414	0.502	4.516	611.799988	492,735,136	225,000
ABM	2001-09-28	-0.088	0	218,928	47,818,672	0.398	0.486	6.038	617.099976	493,016,256	178,800
ABM	2001-10-05	-0.153	-0.065	218,928	47,815,740	0.398	0.551	6.549	622.799988	493,297,408	443,200
ABM	2001-10-12	-0.096	0.057	218,928	47,814,468	0.399	0.494	8.311	644.299988	493,578,528	106,080
ABM	2001-10-19	-0.17	-0.074	218,928	47,812,256	0.399	0.569	8.185	616.299988	493,859,680	174,200
ABM	2001-10-26	-0.144	0.026	218,928	47,815,916	0.399	0.543	6.832	613	494,140,800	191,000
ABM	2001-11-02	-0.257	-0.113	113,054	47,816,512	0.313	0.57	9.09	651.5	494,421,920	260,200
ABM	2001-11-09	-0.23	0.026	113,054	47,812,608	0.312	0.542	8.812	694	494,703,072	162,200
ABM	2001-11-16	-0.216	0.015	113,054	47,812,500	0.313	0.528	8.06	688.5	494,984,192	111,400
ABM	2001-11-23	-0.166	0.05	113,054	47,815,468	0.312	0.478	7.677	704.799988	495,265,344	62,250
ABM	2001-11-30	-0.156	0.01	144,263.015625	47,814,568	0.334	0.49	7.063	722	495,546,464	123,400
ABM	2001-12-07	-0.134	0.022	144,263.015625	47,815,096	0.334	0.469	12.478	775.799988	495,827,584	96,120
ABM	2001-12-14	-0.165	-0.031	144,263.015625	47,817,888	0.335	0.5	9.953	735.200012	496,108,736	94,920
ABM	2001-12-21	-0.191	-0.025	144,263.015625	47,814,016	0.335	0.526	12.722	740.400024	496,389,856	201,600
ABM	2001-12-28	-0.166	0.025	144,263.015625	48,888,888	0.332	0.499	8.335	774.400024	496,671,008	112,500
ABM	2002-01-04	-0.151	0.016	145,556	48,888,180	0.337	0.488	6.329	762.900024	496,671,008	108,750
ABM	2002-01-11	-0.199	-0.048	145,556	48,889,632	0.339	0.538	0.725	730.900024	496,671,008	105,600
ABM	2002-01-18	-0.194	0.005	145,556	48,888,888	0.34	0.534	11.162	701.799988	496,671,008	88,800
ABM	2002-01-25	-0.193	0.001	145,556	48,886,596	0.339	0.532	12.144	711.299988	496,671,008	117,750
ABM	2002-02-01	-0.192	0.001	119,552	48,890,364	0.308	0.5	11.674	735.799988	496,671,008	104,560
ABM	2002-02-08	-0.2	-0.009	119,552	48,888,888	0.309	0.509	9.641	750.200012	496,671,008	88,800
ABM	2002-02-15	-0.199	0.001	119,552	48,888,180	0.309	0.508	15.594	765.099976	492,532,000	120,680
ABM	2002-02-22	-0.224	-0.025	119,552	48,889,592	0.309	0.533	7.512	774.900024	488,392,992	88,100
ABM	2002-03-01	-0.214	0.009	119,552	48,888,884	0.309	0.523	8.118	792	484,254,016	125,200
ABM	2002-03-08	-0.172	0.042	143,484	48,886,228	0.321	0.493	12.218	816.400024	480,115,008	112,000
ABM	2002-03-15	-0.16	0.013	143,484	49,448,156	0.321	0.481	8.369	815.400024	475,976,000	204,200
ABM	2002-03-22	-0.233	-0.073	143,484	49,446,028	0.321	0.554	8.261	865.799988	476,374,848	185,600
ABM	2002-03-29	-0.22	0.013	143,484	49,444,140	0.322	0.542	8.788	907.299988	476,773,696	385,750.03125
ABM	2002-04-05	-0.224	-0.004	164,335.015625	49,448,692	0.345	0.569	7.577	905.900024	477,172,544	181,800
ABM	2002-04-12	-0.271	-0.048	164,335.015625	49,447,424	0.345	0.616	10.168	921.700012	477,571,392	273,000
ABM	2002-04-19	-0.236	0.036	164,335.015625	49,444,004	0.344	0.579	8.081	938.200012	477,970,240	177,600
ABM	2002-04-26	-0.136	0.1	164,335.015625	49,443,848	0.344	0.48	8.316	924.599976	478,369,088	81,400
ABM	2002-05-03	-0.178	-0.043	231,396	49,444,156	0.38	0.558	5.772	960.700012	478,767,936	118,400
ABM	2002-05-10	-0.132	0.047	231,396	49,444,752	0.381	0.513	7.661	890.5	479,166,784	111,720
ABM	2002-05-17	-0.114	0.018	231,396	49,445,036	0.382	0.496	4.972	926.599976	479,565,600	119,000
ABM	2002-05-24	-0.091	0.024	231,396	49,446,616	0.382	0.473	5.467	884.599976	479,964,448	80,520
ABM	2002-05-31	-0.084	0.007	183,152	49,445,984	0.362	0.446	12.234	892.5	480,363,296	72,100
ABM	2002-06-07	-0.081	0.003	183,152	49,445,092	0.363	0.444	6.467	846.5	480,762,144	69,640
ABM	2002-06-14	-0.106	-0.025	183,152	49,027,028	0.365	0.472	8.48	816.299988	481,160,992	142,520
ABM	2002-06-21	-0.168	-0.062	183,152	49,027,696	0.365	0.534	5.723	796.700012	486,416,064	263,300
ABM	2002-06-28	-0.152	0.016	183,152	49,026,492	0.365	0.517	7.068	851.099976	491,671,168	155,400
ABM	2002-07-05	-0.135	0.017	165,152	49,026,596	0.345	0.48	4.636	866.299988	496,926,240	85,075
ABM	2002-07-12	-0.134	0	165,152	49,023,024	0.346	0.481	11.011	787.799988	502,181,312	77,140
ABM	2002-07-19	-0.151	-0.016	165,152	49,026,548	0.347	0.497	6.868	775.599976	507,436,352	135,000
ABM	2002-07-26	-0.161	-0.01	165,152	49,027,864	0.347	0.507	7.703	791.799988	512,691,456	135,600
ABM	2002-08-02	-0.04	0.121	261,090	49,023,928	0.401	0.441	6.932	778.5	517,946,528	116,200
ABM	2002-08-09	-0.077	-0.037	261,090	49,024,244	0.4	0.477	0.294	808.900024	523,201,600	76,860
ABM	2002-08-16	-0.04	0.037	261,090	49,026,396	0.403	0.443	4.429	835.900024	528,456,704	58,800
ABM	2002-08-23	-0.106	-0.065	261,090	49,023,528	0.403	0.509	7.735	833.400024	533,711,776	89,120
ABM	2002-08-30	-0.062	0.043	248,632	49,022,644	0.394	0.457	5.027	822.599976	538,966,848	60,600
ABM	2002-09-06	-0.096	-0.033	248,632	49,025,548	0.395	0.491	6.077	825.099976	544,221,952	77,550
ABM	2002-09-13	-0.094	0.002	248,632	49,289,128	0.394	0.488	8.67	721.099976	549,476,992	158,800
ABM	2002-09-20	-0.089	0.004	248,632	49,291,968	0.394	0.484	4.333	675.299988	551,998,528	182,900
ABM	2002-09-27	-0.099	-0.01	248,632	49,288,252	0.395	0.494	6.509	692.5	554,520,000	149,400
ABM	2002-10-04	-0.123	-0.024	194,450	49,286,764	0.364	0.487	5.9	670.299988	557,041,472	89,040
ABM	2002-10-11	-0.126	-0.003	194,450	49,290,472	0.364	0.49	6.66	666.900024	559,563,008	154,000
ABM	2002-10-18	-0.113	0.013	194,450	49,293,708	0.364	0.477	8.811	704.900024	562,084,480	79,800
ABM	2002-10-25	-0.122	-0.009	194,450	49,291,172	0.364	0.485	6.444	709.299988	564,606,016	77,800
ABM	2002-11-01	0.009	0.13	290,481	49,287,132	0.416	0.408	4.556	746.700012	567,127,488	126,500
ABM	2002-11-08	-0.023	-0.032	290,481	49,291,724	0.417	0.44	3.881	702.900024	569,649,024	88,200
ABM	2002-11-15	-0.048	-0.025	290,481	49,288,112	0.418	0.466	4.27	733.900024	572,170,496	99,200
ABM	2002-11-22	-0.048	0	290,481	49,288,024	0.418	0.465	3.549	761.5	574,691,968	97,280
ABM	2002-11-29	-0.042	0.006	290,481	49,292,452	0.417	0.459	4.565	731.5	577,213,504	92,675
ABM	2002-12-06	-0.071	-0.029	244,708.984375	49,291,388	0.396	0.467	4.398	744.299988	579,734,976	125,200
ABM	2002-12-13	-0.066	0.005	244,708.984375	49,287,672	0.396	0.462	7.227	719.599976	582,256,512	101,000
ABM	2002-12-20	-0.139	-0.072	244,708.984375	49,070,512	0.397	0.536	4.11	765.5	584,777,984	272,000
ABM	2002-12-27	-0.105	0.034	244,708.984375	49,071,564	0.397	0.502	5.516	761.099976	584,432,000	92,300
ABM	2003-01-03	-0.048	0.057	328,374.03125	49,070,064	0.457	0.505	3.835	770.400024	584,086,016	118,500
ABM	2003-01-10	-0.067	-0.019	328,374.03125	49,068,748	0.457	0.524	3.713	785.099976	583,740,032	107,100
ABM	2003-01-17	-0.067	0	328,374.03125	49,073,356	0.458	0.524	3.943	762.599976	583,393,984	131,200
ABM	2003-01-24	-0.012	0.055	328,374.03125	49,067,220	0.458	0.47	2.484	715.400024	583,048,000	131,250
ABM	2003-01-31	0.099	0.111	594,009	49,072,980	0.56	0.461	1.562	746.400024	582,702,016	125,000
ABM	2003-02-07	0.051	-0.049	594,009	49,071,816	0.56	0.509	1.807	724.299988	582,355,968	89,980
ABM	2003-02-14	0.056	0.005	594,009	49,072,500	0.56	0.504	1.887	751.299988	582,009,984	123,000
ABM	2003-02-21	0.056	0	594,009	49,068,124	0.56	0.504	2.438	763.5	581,664,000	82,750
ABM	2003-02-28	0.042	-0.014	594,009	49,068,168	0.561	0.519	3.025	784.599976	581,318,016	93,800
ABM	2003-03-07	-0.038	-0.08	503,533	49,070,828	0.523	0.561	2.309	644.299988	580,972,032	269,000
ABM	2003-03-14	-0.025	0.014	503,533	48,942,600	0.524	0.549	1.749	648	580,625,984	109,100
ABM	2003-03-21	0.01	0.034	503,533	48,941,524	0.524	0.515	2.376	661.200012	581,333,952	134,600
ABM	2003-03-28	-0.005	-0.015	503,533	48,937,268	0.525	0.53	1.636	663.099976	582,041,856	115,300
ABM	2003-04-04	0.034	0.04	581,233	48,937,128	0.54	0.505	1.733	653.799988	582,749,760	119,200
ABM	2003-04-11	0.017	-0.018	581,233	48,937,128	0.54	0.523	3.514	653.799988	583,457,664	97,100
ABM	2003-04-18	0.062	0.046	581,233	48,939,848	0.54	0.477	2.851	650.900024	584,165,632	103,400
ABM	2003-04-25	0.063	0.001	581,233	48,937,304	0.54	0.477	2.137	640.099976	584,873,536	101,200
ABM	2003-05-02	0.079	0.017	551,242	48,942,860	0.53	0.451	1.209	685.200012	585,581,440	102,500
ABM	2003-05-09	0.074	-0.005	551,242	48,939,828	0.53	0.456	1.324	683.200012	586,289,408	97,400
ABM	2003-05-16	0.089	0.015	551,242	48,938,508	0.529	0.44	1.747	668.5	586,997,312	104,620

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