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
ABCB	2015-08-21	-0.05	-0.021	905,937	32,196,094	0.536	0.586	0.759	889.900024	60,477,000	140,400
ABCB	2015-08-28	-0.046	0.004	905,937	32,194,030	0.536	0.582	1.096	862.799988	61,386,500	185,200
ABCB	2015-09-04	0.031	0.077	1,089,464.125	32,194,232	0.576	0.545	0.343	881.799988	62,296,000	146,400
ABCB	2015-09-11	0.019	-0.012	1,089,464.125	32,194,336	0.575	0.557	0.459	897.900024	63,205,500	144,000
ABCB	2015-09-18	0.062	0.044	1,194,396	32,194,504	0.586	0.523	0.444	890.5	64,115,000	489,000
ABCB	2015-09-25	0.009	-0.053	1,194,396	32,196,754	0.585	0.576	0.581	913.099976	65,024,500	146,600
ABCB	2015-10-02	-0.012	-0.021	1,212,490	32,195,728	0.574	0.586	0.575	904.700012	65,934,000	280,400
ABCB	2015-10-09	0.011	0.022	1,212,490	32,193,824	0.574	0.564	0.476	906.900024	66,843,500	140,400
ABCB	2015-10-16	0.058	0.048	1,392,657	32,194,782	0.614	0.556	0.307	925.599976	67,753,000	109,600
ABCB	2015-10-23	0.119	0.061	1,392,657	32,195,690	0.614	0.495	0.169	970.700012	68,662,496	122,800
ABCB	2015-10-30	0.056	-0.063	1,432,157	32,193,650	0.622	0.566	1.122	1,014.099976	69,572,000	1,241,600
ABCB	2015-11-06	-0.02	-0.076	1,432,157	32,194,684	0.623	0.643	0.743	1,078.199951	70,481,504	322,800
ABCB	2015-11-13	0.028	0.048	1,432,157	32,196,030	0.623	0.596	0.693	1,038	71,391,000	145,000
ABCB	2015-11-20	0.058	0.03	1,621,271	32,195,916	0.659	0.601	0.37	1,087.900024	71,333,560	216,400
ABCB	2015-11-27	0.08	0.022	1,621,271	32,196,044	0.659	0.579	0.333	1,106.900024	71,276,128	147,250
ABCB	2015-12-04	0.151	0.071	2,124,046	32,196,098	0.717	0.566	0.305	1,123	71,218,696	209,400
ABCB	2015-12-11	0.142	-0.009	2,124,046	32,194,824	0.717	0.575	0.28	1,057.599976	71,161,248	255,600
ABCB	2015-12-18	0.149	0.007	2,322,324	32,197,040	0.732	0.583	0.501	1,065.400024	71,103,816	552,400
ABCB	2015-12-25	0.132	-0.017	2,322,324	32,195,552	0.732	0.6	0.472	1,099.800049	71,046,376	190,000
ABCB	2016-01-01	0.185	0.053	2,579,372	32,194,764	0.748	0.563	0.215	1,094.300049	70,988,936	154,250
ABCB	2016-01-08	0.14	-0.045	2,579,372	32,196,606	0.748	0.607	0.319	1,005.5	70,931,504	355,000
ABCB	2016-01-15	0.107	-0.034	2,353,700	32,196,026	0.735	0.628	0.26	955.900024	70,874,064	306,400
ABCB	2016-01-22	0.132	0.025	2,353,700	32,194,860	0.735	0.603	0.29	888.900024	70,816,624	385,750.03125
ABCB	2016-01-29	0.13	-0.002	2,353,700	32,194,954	0.735	0.605	0.304	931.400024	70,759,184	369,600
ABCB	2016-02-05	0.111	-0.019	2,287,946	32,197,140	0.725	0.614	0.351	855.799988	70,701,752	218,200
ABCB	2016-02-12	0.108	-0.003	2,287,946	32,197,588	0.725	0.617	0.315	827.799988	70,644,312	279,400
ABCB	2016-02-19	0.075	-0.033	2,346,642	32,196,422	0.727	0.652	0.568	845.799988	70,586,872	328,249.96875
ABCB	2016-02-26	0.192	0.117	2,346,642	32,194,404	0.728	0.536	0.087	874.400024	70,529,440	149,700
ABCB	2016-03-04	0.16	-0.032	2,202,849	32,212,764	0.713	0.553	0.115	908.400024	70,472,000	161,000
ABCB	2016-03-11	0.21	0.049	2,202,849	32,209,712	0.713	0.504	0.092	915.400024	70,828,896	96,320
ABCB	2016-03-18	0.179	-0.031	2,236,487	32,212,028	0.712	0.533	0.163	948	71,185,800	354,600
ABCB	2016-03-25	0.175	-0.003	2,236,487	32,212,574	0.712	0.537	0.243	927.400024	71,542,704	112,375
ABCB	2016-04-01	0.137	-0.038	2,213,063	32,209,778	0.712	0.575	0.331	948.900024	71,899,600	173,600
ABCB	2016-04-08	0.14	0.003	2,213,063	32,211,574	0.712	0.572	0.139	907.400024	72,256,496	163,400
ABCB	2016-04-15	0.098	-0.042	2,016,177	32,212,876	0.692	0.594	0.606	995.700012	72,613,400	219,600
ABCB	2016-04-22	0.126	0.028	2,016,177	32,210,558	0.692	0.566	0.188	1,043.300049	72,970,304	227,100
ABCB	2016-04-29	0.132	0.006	2,016,177	32,210,194	0.691	0.559	0.503	1,011.400024	73,327,200	223,600
ABCB	2016-05-06	0.126	-0.005	2,040,159	32,211,756	0.693	0.567	0.148	991.799988	73,684,096	257,000
ABCB	2016-05-13	0.152	0.026	2,040,159	34,832,844	0.679	0.528	0.309	1,073.199951	74,041,000	118,300
ABCB	2016-05-20	0.125	-0.027	1,973,596	34,831,720	0.68	0.555	0.194	1,076.300049	74,659,304	191,600
ABCB	2016-05-27	0.123	-0.002	1,973,596	34,831,460	0.68	0.557	0.533	1,116	75,277,616	402,000
ABCB	2016-06-03	0.101	-0.022	1,830,296.125	34,830,780	0.665	0.564	0.456	1,090.900024	75,895,920	156,500
ABCB	2016-06-10	0.148	0.047	1,830,296.125	34,832,068	0.665	0.517	0.167	1,099.300049	76,514,232	107,000
ABCB	2016-06-17	0.059	-0.09	1,499,738	34,832,420	0.614	0.555	0.394	1,018.5	77,132,536	208,200
ABCB	2016-06-24	0.064	0.005	1,499,738	34,832,704	0.613	0.549	0.801	1,009.799988	77,750,848	329,400
ABCB	2016-07-01	0.03	-0.034	1,316,283	34,831,920	0.586	0.555	0.609	1,025.800049	78,369,152	194,200
ABCB	2016-07-08	0.088	0.058	1,316,283	34,830,968	0.585	0.496	0.542	1,030.300049	78,987,464	110,250
ABCB	2016-07-15	0.059	-0.03	1,356,028	34,831,784	0.591	0.532	0.738	1,087.099976	79,605,768	149,200
ABCB	2016-07-22	0.066	0.007	1,356,028	34,832,444	0.591	0.525	0.413	1,112.199951	80,224,080	119,500
ABCB	2016-07-29	0.067	0.001	1,356,028	34,831,124	0.59	0.524	0.688	1,155	80,842,384	247,000
ABCB	2016-08-05	0.063	-0.004	1,286,592	34,831,364	0.583	0.52	0.38	1,177.300049	81,460,696	149,800
ABCB	2016-08-12	0.069	0.006	1,286,592	34,872,180	0.585	0.516	0.788	1,159.5	82,079,000	88,480
ABCB	2016-08-19	0.074	0.006	1,183,623.875	34,872,024	0.576	0.502	0.291	1,171.699951	82,312,920	82,460
ABCB	2016-08-26	0.065	-0.009	1,183,623.875	34,872,096	0.576	0.511	0.316	1,186	82,546,848	90,760
ABCB	2016-09-02	0.106	0.04	1,103,980	34,873,760	0.565	0.459	0.613	1,229.300049	82,780,768	164,000
ABCB	2016-09-09	0.087	-0.019	1,103,980	34,872,800	0.565	0.479	0.467	1,247.400024	83,014,696	233,000
ABCB	2016-09-16	0.034	-0.053	1,067,414	34,872,520	0.559	0.525	0.992	1,231	83,248,616	367,600
ABCB	2016-09-23	0.014	-0.02	1,067,414	34,873,804	0.559	0.545	0.447	1,243.599976	83,482,536	202,200
ABCB	2016-09-30	-0.02	-0.034	1,012,099	34,872,676	0.539	0.559	0.603	1,218.800049	83,716,464	167,400
ABCB	2016-10-07	-0.022	-0.002	1,012,099	34,872,228	0.538	0.56	0.95	1,241.800049	83,950,384	166,000
ABCB	2016-10-14	0.027	0.049	1,012,099	34,874,232	0.538	0.511	0.697	1,247.800049	84,184,304	117,800
ABCB	2016-10-21	0.013	-0.013	1,029,008	34,873,080	0.546	0.533	0.78	1,250.199951	84,418,232	160,600
ABCB	2016-10-28	0.034	0.021	1,029,008	34,873,788	0.546	0.512	0.429	1,257.199951	84,652,152	144,800
ABCB	2016-11-04	-0.007	-0.041	989,689	34,872,572	0.536	0.543	1.066	1,258.900024	84,886,080	129,100
ABCB	2016-11-11	-0.028	-0.021	989,689	34,919,108	0.536	0.564	1.483	1,489.300049	85,120,000	337,800
ABCB	2016-11-18	-0.034	-0.006	950,077	34,919,812	0.52	0.554	0.771	1,480.599976	84,790,064	262,200
ABCB	2016-11-25	-0.038	-0.003	950,077	34,919,284	0.52	0.558	1.097	1,557.400024	84,460,128	136,324.984375
ABCB	2016-12-02	0.032	0.069	1,043,920	34,920,816	0.543	0.511	0.447	1,543.5	84,130,184	141,000
ABCB	2016-12-09	-0.032	-0.063	1,043,920	34,919,492	0.542	0.573	0.636	1,648.199951	83,800,248	195,000
ABCB	2016-12-16	-0.059	-0.027	876,034	34,919,156	0.513	0.572	0.931	1,576.599976	83,470,312	239,000
ABCB	2016-12-23	-0.063	-0.004	876,034	34,918,920	0.513	0.576	0.453	1,550.400024	83,140,376	308,600
ABCB	2016-12-30	-0.042	0.021	832,926	34,919,728	0.503	0.545	0.533	1,522.5	82,810,440	135,750
ABCB	2017-01-06	-0.082	-0.04	832,926	34,920,636	0.503	0.585	1.811	1,540	82,480,496	171,500
ABCB	2017-01-13	-0.063	0.02	832,926	34,920,232	0.502	0.564	0.6	1,510.300049	82,150,560	191,000
ABCB	2017-01-20	-0.022	0.041	790,480	34,918,980	0.493	0.515	0.307	1,508.5	81,820,624	147,750
ABCB	2017-01-27	-0.038	-0.016	790,480	34,920,176	0.493	0.531	0.531	1,574.900024	81,490,688	201,600
ABCB	2017-02-03	-0.054	-0.016	811,643	34,920,256	0.497	0.551	1.179	1,620.300049	81,160,752	175,200
ABCB	2017-02-10	-0.039	0.015	811,643	34,919,264	0.497	0.536	1.132	1,622	80,830,816	139,400
ABCB	2017-02-17	-0.021	0.018	832,833	34,918,976	0.503	0.525	0.75	1,702.300049	80,500,872	165,600
ABCB	2017-02-24	-0.01	0.012	832,833	34,918,976	0.504	0.513	0.763	1,702.300049	80,170,936	98,500
ABCB	2017-03-03	-0.002	0.008	953,731.9375	35,118,208	0.539	0.541	0.869	1,648.800049	79,841,000	483,600
ABCB	2017-03-10	-0.069	-0.067	953,731.9375	35,117,904	0.541	0.609	0.674	1,608.400024	80,302,896	346,200
ABCB	2017-03-17	-0.048	0.02	1,075,878	35,118,572	0.568	0.616	1.193	1,673.400024	80,764,800	434,800
ABCB	2017-03-24	-0.049	-0.001	1,075,878	35,119,104	0.568	0.618	0.71	1,562.800049	81,226,704	277,200
ABCB	2017-03-31	-0.07	-0.021	983,907	35,119,308	0.544	0.614	1.159	1,619	81,688,600	266,600
ABCB	2017-04-07	-0.044	0.026	983,907	35,118,376	0.544	0.588	0.614	1,557.5	82,150,496	185,000
ABCB	2017-04-14	0.002	0.046	983,907	35,118,052	0.544	0.542	0.415	1,517.099976	82,612,400	135,124.984375
ABCB	2017-04-21	0.077	0.074	1,603,293	35,118,788	0.645	0.568	0.292	1,626	83,074,304	183,200
ABCB	2017-04-28	0.101	0.024	1,533,558	35,118,896	0.638	0.537	0.262	1,654.099976	83,536,200	216,200
ABCB	2017-05-05	0.094	-0.007	1,533,558	35,119,148	0.638	0.544	0.303	1,650.599976	83,998,096	156,200
ABCB	2017-05-12	0.073	-0.021	1,533,558	37,144,456	0.627	0.554	0.759	1,658.5	84,460,000	144,600
ABCB	2017-05-19	0.055	-0.018	1,452,905	37,144,480	0.616	0.56	0.883	1,632.5	84,820,080	202,000
ABCB	2017-05-26	0.112	0.057	1,452,905	37,144,136	0.615	0.503	0.474	1,662.199951	85,180,152	124,700
ABCB	2017-06-02	0.107	-0.005	1,388,706	37,144,800	0.608	0.501	0.358	1,641.800049	85,540,232	158,500
ABCB	2017-06-09	0.072	-0.035	1,388,706	37,145,180	0.609	0.536	0.388	1,829.400024	85,900,304	223,200
ABCB	2017-06-16	0.082	0.01	1,150,848	37,144,352	0.56	0.478	0.845	1,775.5	86,260,384	177,600
ABCB	2017-06-23	0.05	-0.033	1,150,848	37,144,392	0.56	0.51	0.464	1,723.5	86,620,464	123,600
ABCB	2017-06-30	-0.007	-0.057	1,025,573	37,145,228	0.531	0.538	1.309	1,790.400024	86,980,536	167,200
ABCB	2017-07-07	0.051	0.057	1,025,573	37,144,308	0.531	0.48	0.481	1,827.5	87,340,616	119,400
ABCB	2017-07-14	0.015	-0.035	1,025,573	37,144,388	0.531	0.516	0.546	1,736.5	87,700,696	226,600

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