Split (1)

train · 3.79M 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	2016-10-14	0.004	0.03	1,012,099	34,874,232	0.537	0.533	0.466	1,247.800049	84,184,304	117,800
ABCB	2016-10-21	0.026	0.021	1,029,008	34,873,080	0.546	0.52	0.641	1,250.199951	84,418,232	160,600
ABCB	2016-10-28	0.015	-0.011	1,029,008	34,873,788	0.546	0.531	1.009	1,257.199951	84,652,152	144,800
ABCB	2016-11-04	0.003	-0.012	989,689	34,872,572	0.535	0.533	0.573	1,258.900024	84,886,080	129,100
ABCB	2016-11-11	-0.038	-0.041	989,689	34,919,108	0.536	0.574	0.53	1,489.300049	85,120,000	337,800
ABCB	2016-11-18	-0.022	0.016	950,077	34,919,812	0.52	0.541	0.808	1,480.599976	84,790,064	262,200
ABCB	2016-11-25	-0.044	-0.022	950,077	34,919,284	0.52	0.564	0.953	1,557.400024	84,460,128	136,324.984375
ABCB	2016-12-02	0.044	0.088	1,043,920	34,920,816	0.543	0.499	0.191	1,543.5	84,130,184	141,000
ABCB	2016-12-09	-0.033	-0.077	1,043,920	34,919,492	0.542	0.575	0.949	1,648.199951	83,800,248	195,000
ABCB	2016-12-16	-0.04	-0.007	876,034	34,919,156	0.513	0.553	1.003	1,576.599976	83,470,312	239,000
ABCB	2016-12-23	-0.062	-0.023	876,034	34,918,920	0.513	0.575	0.696	1,550.400024	83,140,376	308,600
ABCB	2016-12-30	-0.047	0.016	832,926	34,919,728	0.503	0.55	1.035	1,522.5	82,810,440	135,750
ABCB	2017-01-06	-0.03	0.017	832,926	34,920,636	0.502	0.533	0.484	1,540	82,480,496	171,500
ABCB	2017-01-13	-0.041	-0.01	832,926	34,920,232	0.501	0.542	0.899	1,510.300049	82,150,560	191,000
ABCB	2017-01-20	-0.024	0.017	790,480	34,918,980	0.493	0.517	1.003	1,508.5	81,820,624	147,750
ABCB	2017-01-27	-0.022	0.003	790,480	34,920,176	0.492	0.514	0.71	1,574.900024	81,490,688	201,600
ABCB	2017-02-03	-0.037	-0.016	811,643	34,920,256	0.497	0.534	1.367	1,620.300049	81,160,752	175,200
ABCB	2017-02-10	-0.043	-0.006	811,643	34,919,264	0.497	0.54	0.488	1,622	80,830,816	139,400
ABCB	2017-02-17	-0.018	0.026	832,833	34,918,976	0.503	0.521	1.197	1,702.300049	80,500,872	165,600
ABCB	2017-02-24	0.004	0.022	832,833	34,918,976	0.503	0.499	0.725	1,702.300049	80,170,936	98,500
ABCB	2017-03-03	0.01	0.006	953,731.9375	35,118,208	0.539	0.528	1.06	1,648.800049	79,841,000	483,600
ABCB	2017-03-10	-0.064	-0.074	953,731.9375	35,117,904	0.54	0.604	1.402	1,608.400024	80,302,896	346,200
ABCB	2017-03-17	-0.024	0.04	1,075,878	35,118,572	0.567	0.592	0.894	1,673.400024	80,764,800	434,800
ABCB	2017-03-24	-0.046	-0.021	1,075,878	35,119,104	0.567	0.613	0.484	1,562.800049	81,226,704	277,200
ABCB	2017-03-31	-0.047	-0.001	983,907	35,119,308	0.544	0.59	0.97	1,619	81,688,600	266,600
ABCB	2017-04-07	-0.003	0.044	983,907	35,118,376	0.544	0.547	0.647	1,557.5	82,150,496	185,000
ABCB	2017-04-14	0.006	0.009	983,907	35,118,052	0.544	0.538	1.132	1,517.099976	82,612,400	135,124.984375
ABCB	2017-04-21	0.093	0.088	1,603,293	35,118,788	0.644	0.551	0.229	1,626	83,074,304	183,200
ABCB	2017-04-28	0.099	0.006	1,533,558	35,118,896	0.638	0.538	0.61	1,654.099976	83,536,200	216,200
ABCB	2017-05-05	0.099	-0.001	1,533,558	35,119,148	0.638	0.539	0.711	1,650.599976	83,998,096	156,200
ABCB	2017-05-12	0.138	0.039	1,533,558	37,144,456	0.627	0.489	0.181	1,658.5	84,460,000	144,600
ABCB	2017-05-19	0.115	-0.023	1,452,905	37,144,480	0.615	0.5	0.437	1,632.5	84,820,080	202,000
ABCB	2017-05-26	0.116	0.001	1,452,905	37,144,136	0.615	0.499	0.507	1,662.199951	85,180,152	124,700
ABCB	2017-06-02	0.135	0.019	1,388,706	37,144,800	0.608	0.473	0.402	1,641.800049	85,540,232	158,500
ABCB	2017-06-09	0.087	-0.048	1,388,706	37,145,180	0.608	0.521	0.486	1,829.400024	85,900,304	223,200
ABCB	2017-06-16	0.083	-0.004	1,150,848	37,144,352	0.56	0.477	0.584	1,775.5	86,260,384	177,600
ABCB	2017-06-23	0.075	-0.008	1,150,848	37,144,392	0.559	0.485	0.566	1,723.5	86,620,464	123,600
ABCB	2017-06-30	0.042	-0.032	1,025,573	37,145,228	0.531	0.489	0.891	1,790.400024	86,980,536	167,200
ABCB	2017-07-07	0.047	0.005	1,025,573	37,144,308	0.53	0.483	1.069	1,827.5	87,340,616	119,400
ABCB	2017-07-14	0.02	-0.028	1,025,573	37,144,388	0.531	0.511	0.849	1,736.5	87,700,696	226,600
ABCB	2017-07-21	0.007	-0.012	1,020,293	37,143,768	0.516	0.509	0.914	1,743.900024	88,060,768	139,600
ABCB	2017-07-28	0.02	0.013	1,020,293	37,145,356	0.516	0.496	0.596	1,699.400024	88,420,848	164,200
ABCB	2017-08-04	0.052	0.032	1,059,141	37,143,784	0.529	0.477	0.742	1,717.900024	88,780,920	142,600
ABCB	2017-08-11	0.018	-0.035	1,059,141	37,227,744	0.53	0.512	0.825	1,610.099976	89,141,000	132,800
ABCB	2017-08-18	0.015	-0.003	958,707	37,227,224	0.512	0.497	1.029	1,613.800049	89,366,080	270,600
ABCB	2017-08-25	-0.01	-0.024	958,707	37,227,480	0.511	0.521	0.323	1,652.900024	89,591,152	115,480
ABCB	2017-09-01	0.028	0.037	979,446	37,226,820	0.515	0.487	0.809	1,665.900024	89,816,240	113,000
ABCB	2017-09-08	0.04	0.012	979,446	37,227,648	0.515	0.475	0.735	1,561.699951	90,041,304	152,750
ABCB	2017-09-15	-0.011	-0.051	966,886	37,227,224	0.505	0.516	1.295	1,613.800049	90,266,384	203,800
ABCB	2017-09-22	-0.005	0.006	966,886	37,226,872	0.505	0.509	0.444	1,690.099976	90,491,464	150,400
ABCB	2017-09-29	0.002	0.006	966,886	37,227,084	0.505	0.503	0.428	1,786.900024	90,716,536	255,000
ABCB	2017-10-06	-0.011	-0.013	976,945	37,226,720	0.51	0.52	0.892	1,839	90,941,616	208,200
ABCB	2017-10-13	-0.065	-0.054	976,945	37,227,316	0.51	0.575	1.167	1,826	91,166,696	235,400
ABCB	2017-10-20	-0.026	0.038	949,034	37,226,940	0.51	0.536	1.225	1,796.199951	91,391,768	175,800
ABCB	2017-10-27	0.004	0.03	949,034	37,227,460	0.51	0.506	0.279	1,816.699951	91,616,848	177,800
ABCB	2017-11-03	0.082	0.078	1,197,061	37,226,612	0.563	0.481	0.351	1,790.599976	91,841,920	116,200
ABCB	2017-11-10	0.057	-0.024	1,197,061	37,231,440	0.564	0.506	0.788	1,705.199951	92,067,000	117,800
ABCB	2017-11-17	0.103	0.046	1,346,481	37,230,772	0.595	0.491	1.164	1,742.400024	91,972,184	176,400
ABCB	2017-11-24	0.043	-0.06	1,346,481	37,231,720	0.594	0.551	0.519	1,807.599976	91,877,376	350,000
ABCB	2017-12-01	0.066	0.023	1,300,611	37,230,148	0.583	0.517	0.55	1,852.199951	91,782,560	241,600
ABCB	2017-12-08	0.034	-0.032	1,300,611	37,230,608	0.583	0.549	0.789	1,751.699951	91,687,752	197,000
ABCB	2017-12-15	0.079	0.045	1,476,948	37,231,884	0.613	0.534	0.445	1,798.300049	91,592,936	373,000
ABCB	2017-12-22	0.041	-0.038	1,476,948	37,230,928	0.613	0.572	0.581	1,829.900024	91,498,128	197,400
ABCB	2017-12-29	0.096	0.055	1,476,948	37,230,288	0.613	0.517	0.79	1,794.5	91,403,312	127,750
ABCB	2018-01-05	0.036	-0.06	1,305,177	37,230,160	0.589	0.553	0.898	1,876.400024	91,308,496	338,249.96875
ABCB	2018-01-12	0.043	0.007	1,305,177	37,230,340	0.589	0.545	0.624	1,988.099976	91,213,688	247,600
ABCB	2018-01-19	0.128	0.084	1,430,618	37,231,200	0.619	0.492	0.622	2,004.900024	91,118,872	174,750
ABCB	2018-01-26	0.083	-0.044	1,430,618	37,230,628	0.62	0.536	0.494	2,042.099976	91,024,064	196,900
ABCB	2018-02-02	0.082	-0.001	1,772,125	37,231,340	0.65	0.568	0.719	2,019.800049	90,929,248	188,800
ABCB	2018-02-09	0.123	0.041	1,772,125	37,231,500	0.65	0.527	0.525	1,962.099976	90,834,440	204,600
ABCB	2018-02-16	0.179	0.055	1,983,462	37,231,472	0.676	0.497	0.144	2,034.699951	90,739,624	186,400
ABCB	2018-02-23	0.106	-0.073	1,983,462	37,230,628	0.676	0.571	0.562	2,042.099976	90,644,816	160,750
ABCB	2018-03-02	0.097	-0.008	1,501,806	38,240,516	0.621	0.524	0.545	2,066.899902	90,550,000	255,000
ABCB	2018-03-09	0.087	-0.01	1,501,806	38,240,968	0.622	0.535	0.235	2,221.800049	90,841,400	251,800
ABCB	2018-03-16	0.103	0.016	1,456,508	38,240,712	0.611	0.508	0.284	2,160.600098	91,132,800	367,800
ABCB	2018-03-23	0.038	-0.065	1,456,508	38,239,692	0.612	0.574	0.454	1,994.199951	91,424,200	269,800
ABCB	2018-03-30	0.074	0.036	1,489,671.875	38,240,076	0.612	0.537	0.563	2,022.900024	91,715,600	215,000
ABCB	2018-04-06	0.057	-0.017	1,489,671.875	38,240,384	0.613	0.555	0.336	1,988.5	92,007,000	172,400
ABCB	2018-04-13	0.071	0.014	1,631,047.875	38,239,924	0.63	0.559	0.246	1,992.300049	92,298,400	276,000
ABCB	2018-04-20	0.143	0.072	1,631,047.875	38,241,380	0.63	0.488	0.41	1,996.199951	92,589,800	211,000
ABCB	2018-04-27	0.113	-0.03	1,631,047.875	38,239,996	0.631	0.518	0.451	2,007.599976	92,881,200	195,400
ABCB	2018-05-04	0.111	-0.002	1,764,399	38,240,600	0.645	0.534	0.404	2,034.400024	93,172,600	169,800
ABCB	2018-05-11	0.15	0.039	1,764,399	38,326,380	0.645	0.496	0.16	2,113.699951	93,464,000	185,400
ABCB	2018-05-18	0.128	-0.022	1,616,496	38,326,492	0.628	0.5	0.634	2,148.199951	93,828,000	250,800
ABCB	2018-05-25	0.12	-0.008	1,616,496	38,327,692	0.627	0.507	0.797	2,152.100098	94,192,000	222,000
ABCB	2018-06-01	0.121	0	1,739,951	38,326,532	0.64	0.52	0.528	2,159.699951	94,556,000	414,750.03125
ABCB	2018-06-08	0.101	-0.02	1,739,951	38,326,956	0.64	0.539	0.183	2,203.800049	94,920,000	245,400
ABCB	2018-06-15	0.139	0.038	1,763,168	38,326,532	0.646	0.507	0.452	2,159.699951	95,284,000	444,200
ABCB	2018-06-22	0.07	-0.069	1,763,168	38,326,280	0.645	0.575	0.45	2,173.100098	95,648,000	340,200
ABCB	2018-06-29	0.129	0.059	1,763,168	38,326,148	0.645	0.516	0.437	2,044.699951	96,012,000	203,400
ABCB	2018-07-06	0.066	-0.063	1,566,585	38,326,456	0.613	0.547	0.488	2,042.800049	96,376,000	493,500
ABCB	2018-07-13	0.01	-0.056	1,566,585	38,327,804	0.613	0.603	0.655	1,964.300049	96,740,000	561,200
ABCB	2018-07-20	0.045	0.035	1,738,006	38,327,868	0.628	0.583	0.452	1,987.300049	97,104,000	353,000
ABCB	2018-07-27	0.01	-0.035	1,738,006	38,327,784	0.629	0.619	0.525	1,900.099976	97,468,000	276,600
ABCB	2018-08-03	-0.049	-0.059	1,322,290	38,327,200	0.571	0.62	0.719	1,874.199951	97,832,000	847,000
ABCB	2018-08-10	-0.052	-0.003	1,322,290	47,518,936	0.525	0.576	0.669	2,321.300049	98,196,000	253,800
ABCB	2018-08-17	-0.037	0.015	1,198,141	47,518,148	0.504	0.541	0.672	2,356.899902	100,420,464	217,800
ABCB	2018-08-24	-0.047	-0.01	1,198,141	47,518,560	0.504	0.551	0.422	2,368.800049	102,644,920	250,400
ABCB	2018-08-31	-0.026	0.021	1,377,610	47,518,632	0.536	0.562	0.979	2,359.300049	104,869,384	259,400
ABCB	2018-09-07	-0.01	0.016	1,377,610	47,518,632	0.536	0.547	0.408	2,359.300049	107,093,840	225,000

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