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
ABR	2014-05-02	-0.192	0.102	176,092.984375	50,139,668	0.189	0.38	28.153999	359	23,840,388	92,000
ABR	2014-05-09	-0.225	-0.033	176,092.984375	50,141,644	0.189	0.414	40.945999	354	23,808,158	63,340
ABR	2014-05-16	-0.153	0.072	195,670	50,142,652	0.201	0.354	42.679001	351.5	23,775,928	123,000
ABR	2014-05-23	-0.169	-0.017	195,670	50,140,848	0.201	0.371	18.754999	356	23,743,698	56,380
ABR	2014-05-30	-0.205	-0.035	142,384.984375	50,137,552	0.177	0.382	45.987	364.5	23,711,470	119,750
ABR	2014-06-06	-0.243	-0.038	142,384.984375	50,137,932	0.176	0.419	24.135	363.5	23,679,240	59,760
ABR	2014-06-13	-0.218	0.025	142,384.984375	50,139,860	0.176	0.394	21.708	358.5	23,647,010	180,600
ABR	2014-06-20	-0.239	-0.021	115,284	50,142,448	0.16	0.399	29.950001	352	23,614,780	166,100
ABR	2014-06-27	-0.302	-0.064	115,284	50,132,940	0.16	0.462	26.072001	339.399994	23,582,550	189,800
ABR	2014-07-04	-0.274	0.029	78,353	50,129,496	0.134	0.408	33.148998	348.399994	23,550,320	89,850
ABR	2014-07-11	-0.303	-0.029	78,353	50,130,624	0.134	0.437	35.266998	345.399994	23,518,092	106,480
ABR	2014-07-18	-0.306	-0.003	46,592	50,130,812	0.099	0.405	120.711998	344.899994	23,485,862	72,300
ABR	2014-07-25	-0.324	-0.018	46,592	50,139,080	0.098	0.422	118.137001	360.5	23,453,632	136,400
ABR	2014-08-01	-0.247	0.077	53,555	50,484,328	0.11	0.357	37.071999	354.399994	23,421,402	74,500
ABR	2014-08-08	-0.289	-0.042	53,555	50,473,456	0.11	0.399	29.642	351.799988	23,626,024	115,260
ABR	2014-08-15	-0.204	0.085	90,915	50,477,568	0.148	0.352	22.229	348.799988	23,830,648	139,700
ABR	2014-08-22	-0.278	-0.074	90,915	50,472,780	0.148	0.426	33.317001	352.299988	24,035,270	107,400
ABR	2014-08-29	-0.229	0.049	90,915	50,472,104	0.148	0.377	7.783	352.799988	24,239,894	109,400
ABR	2014-09-05	-0.26	-0.032	79,040	50,475,504	0.138	0.399	74.116997	350.299988	24,444,516	100,500
ABR	2014-09-12	-0.283	-0.022	79,040	50,483,160	0.138	0.421	35.658001	344.799988	24,649,138	142,160
ABR	2014-09-19	-0.363	-0.081	71,802	50,471,428	0.133	0.496	28.000999	353.299988	24,853,762	142,600
ABR	2014-09-26	-0.358	0.006	71,802	50,476,904	0.132	0.49	92.694	338.700012	25,058,384	97,660
ABR	2014-10-03	-0.289	0.068	68,483	50,470,408	0.12	0.409	143.434998	332.600006	25,263,008	108,200
ABR	2014-10-10	-0.346	-0.056	68,483	50,474,008	0.12	0.466	31.177	330.100006	25,467,630	63,400
ABR	2014-10-17	-0.243	0.102	180,642	50,479,876	0.188	0.431	14.493	326.100006	25,672,252	75,620
ABR	2014-10-24	-0.213	0.031	180,642	50,470,408	0.188	0.401	19.334999	332.600006	25,876,876	60,600
ABR	2014-10-31	-0.131	0.082	149,035.015625	50,475,484	0.169	0.3	30.664	339.700012	26,081,498	66,700
ABR	2014-11-07	-0.205	-0.074	149,035.015625	50,479,648	0.168	0.373	14.214	347.299988	26,286,120	48,560
ABR	2014-11-14	-0.194	0.01	149,035.015625	50,482,952	0.169	0.363	8.66	355.399994	25,762,478	145,000
ABR	2014-11-21	-0.236	-0.042	86,450	50,475,484	0.137	0.373	20.398001	339.700012	25,238,834	53,520
ABR	2014-11-28	-0.291	-0.054	86,450	50,477,568	0.137	0.427	46.308998	348.799988	24,715,192	50,275
ABR	2014-12-05	-0.276	0.015	67,130	50,474,780	0.126	0.401	79.990997	340.200012	24,191,548	107,900
ABR	2014-12-12	-0.282	-0.007	67,130	50,475,484	0.125	0.408	35.256001	339.700012	23,667,904	96,900
ABR	2014-12-19	-0.268	0.014	60,199	50,481,204	0.113	0.382	48.731998	335.700012	23,144,262	202,500
ABR	2014-12-26	-0.354	-0.086	60,199	50,478,328	0.114	0.467	153.804993	337.700012	22,620,618	97,150
ABR	2015-01-02	-0.254	0.099	72,842	50,483,160	0.135	0.389	30.289	344.799988	22,096,976	96,750
ABR	2015-01-09	-0.323	-0.069	72,842	50,473,456	0.134	0.458	118.978996	351.799988	21,573,332	156,600
ABR	2015-01-16	-0.274	0.049	29,626	50,476,876	0.075	0.349	116.959999	349.299988	21,049,688	159,640
ABR	2015-01-23	-0.384	-0.11	29,626	50,483,868	0.075	0.459	227.809006	344.299988	20,526,046	151,000
ABR	2015-01-30	-0.295	0.089	51,489	50,474,820	0.105	0.4	21.700001	350.799988	20,002,402	86,400
ABR	2015-02-06	-0.308	-0.013	51,489	50,479,452	0.106	0.414	146.194	368.5	19,478,760	106,340
ABR	2015-02-13	-0.341	-0.033	51,489	50,476,856	0.106	0.447	58.199001	359.899994	18,955,116	135,700
ABR	2015-02-20	-0.3	0.041	42,594	50,474,196	0.095	0.396	143.763	361.899994	19,210,866	111,125
ABR	2015-02-27	-0.259	0.042	42,594	50,474,196	0.095	0.354	161.632004	361.899994	19,466,616	68,540
ABR	2015-03-06	-0.226	0.032	108,104	50,470,752	0.151	0.377	29.813	353.799988	19,722,366	81,240
ABR	2015-03-13	-0.209	0.018	108,104	50,470,752	0.15	0.359	15.954	353.799988	19,978,118	59,600
ABR	2015-03-20	-0.18	0.029	72,626	50,472,104	0.129	0.308	75.346001	352.799988	20,233,868	76,360
ABR	2015-03-27	-0.237	-0.057	72,626	50,472,780	0.129	0.365	33.105	352.299988	20,489,618	60,840
ABR	2015-04-03	-0.162	0.075	79,174	50,482,264	0.131	0.293	27.099001	355.899994	20,745,370	84,500
ABR	2015-04-10	-0.14	0.022	79,174	50,476,876	0.132	0.271	5.523	349.299988	21,001,120	75,200
ABR	2015-04-17	-0.177	-0.037	49,264	50,476,188	0.1	0.277	23.02	349.799988	21,256,870	58,640
ABR	2015-04-24	-0.163	0.014	49,264	50,471,428	0.1	0.263	77.640999	353.299988	21,512,620	47,860
ABR	2015-05-01	-0.202	-0.039	37,884	50,941,512	0.084	0.286	244.231995	357.100006	21,768,372	103,460
ABR	2015-05-08	-0.304	-0.102	37,884	50,944,212	0.084	0.388	112.200996	356.100006	22,394,712	273,200
ABR	2015-05-15	-0.398	-0.094	26,477	50,943,952	0.065	0.463	344.492004	345.399994	23,021,056	1,324,000
ABR	2015-05-22	-0.483	-0.085	26,477	50,942,860	0.065	0.548	214.326996	356.600006	23,647,396	422,800
ABR	2015-05-29	-0.408	0.075	26,477	50,944,992	0.065	0.473	321.987	361.200012	24,273,740	319,750.03125
ABR	2015-06-05	-0.436	-0.029	29,219	50,949,644	0.07	0.506	114.282997	354.100006	24,900,080	204,000
ABR	2015-06-12	-0.457	-0.021	29,219	50,942,860	0.07	0.527	176.449997	356.600006	25,526,424	204,000
ABR	2015-06-19	-0.298	0.159	66,847	50,943,396	0.119	0.417	131.162994	351	26,152,764	148,800
ABR	2015-06-26	-0.337	-0.039	66,847	50,938,416	0.119	0.455	109.306	347.399994	26,779,108	165,000
ABR	2015-07-03	-0.264	0.072	87,217	50,943,112	0.136	0.401	22.761999	340.299988	27,405,448	168,250
ABR	2015-07-10	-0.314	-0.049	87,217	50,938,896	0.136	0.45	30.563	341.799988	28,031,792	111,100
ABR	2015-07-17	-0.21	0.104	62,001	50,946,144	0.111	0.321	69.043999	350	28,658,132	96,220
ABR	2015-07-24	-0.303	-0.093	62,001	50,941,700	0.111	0.413	101.293999	340.799988	29,284,476	137,400
ABR	2015-07-31	-0.275	0.027	51,035	50,964,912	0.102	0.377	89.697998	348.600006	29,910,816	176,200
ABR	2015-08-07	-0.318	-0.043	51,035	50,963,304	0.103	0.421	23.686001	333.299988	29,302,532	147,200
ABR	2015-08-14	-0.269	0.049	51,035	50,960,364	0.103	0.372	40.659	334.299988	28,694,248	138,140
ABR	2015-08-21	-0.337	-0.068	49,614	50,969,232	0.1	0.437	64.985001	331.299988	28,085,962	98,080
ABR	2015-08-28	-0.426	-0.088	49,614	50,969,796	0.099	0.525	127.353996	320.600006	27,477,678	196,600
ABR	2015-09-04	-0.282	0.144	42,535	50,956,940	0.091	0.372	47.563999	319.5	26,869,394	80,600
ABR	2015-09-11	-0.287	-0.006	42,535	50,966,184	0.09	0.378	287.156006	316.5	26,261,108	70,150
ABR	2015-09-18	-0.29	-0.003	51,211	50,967,740	0.1	0.39	70.406998	331.799988	25,652,824	82,820
ABR	2015-09-25	-0.277	0.014	51,211	50,968,752	0.1	0.377	56.716	326.200012	25,044,538	87,200
ABR	2015-10-02	-0.204	0.072	57,634	50,963,664	0.103	0.307	168.337006	322.600006	24,436,254	90,100
ABR	2015-10-09	-0.262	-0.058	57,634	50,961,244	0.103	0.366	55.591999	328.700012	23,827,970	58,160
ABR	2015-10-16	-0.183	0.08	50,652	50,956,112	0.093	0.276	150.408005	325.100006	23,219,684	60,220
ABR	2015-10-23	-0.266	-0.083	50,652	50,961,244	0.093	0.359	85.792	328.700012	22,611,400	50,260
ABR	2015-10-30	-0.199	0.067	38,926	50,960,000	0.081	0.28	81.940002	318.5	22,003,114	114,460
ABR	2015-11-06	-0.28	-0.081	38,926	50,960,364	0.081	0.361	102.778	334.299988	21,394,830	95,540
ABR	2015-11-13	-0.323	-0.043	38,926	50,964,392	0.081	0.404	167.529007	343.5	21,294,862	141,400
ABR	2015-11-20	-0.18	0.143	56,093	50,955,224	0.11	0.289	60.771999	341.399994	21,194,894	82,100
ABR	2015-11-27	-0.283	-0.103	56,093	50,958,704	0.109	0.392	109.075996	345.5	21,094,928	62,375
ABR	2015-12-04	-0.179	0.104	84,861	50,964,392	0.134	0.313	27.697001	343.5	20,994,960	70,080
ABR	2015-12-11	-0.244	-0.065	84,861	50,962,964	0.134	0.378	25.434	344	20,894,992	109,380
ABR	2015-12-18	-0.221	0.023	54,122	50,964,188	0.108	0.329	17.572001	370	20,795,024	343,600
ABR	2015-12-25	-0.409	-0.188	54,122	50,964,536	0.108	0.517	123.007004	359.299988	20,695,056	175,750
ABR	2016-01-01	-0.224	0.185	65,292	50,965,036	0.117	0.341	18.419001	364.399994	20,595,088	92,275
ABR	2016-01-08	-0.33	-0.106	65,292	50,965,908	0.117	0.447	17.813999	358.799988	20,495,122	146,600
ABR	2016-01-15	-0.171	0.159	255,664.984375	50,956,792	0.207	0.379	12.947	330.200012	20,395,154	150,000
ABR	2016-01-22	-0.266	-0.094	255,664.984375	50,956,112	0.207	0.473	14.232	325.100006	20,295,186	170,250
ABR	2016-01-29	-0.121	0.145	255,664.984375	50,963,304	0.207	0.328	24.049	333.299988	20,195,218	83,060
ABR	2016-02-05	-0.182	-0.061	162,519.015625	50,956,792	0.171	0.353	36.486	330.200012	20,095,250	63,560
ABR	2016-02-12	-0.217	-0.035	162,519.015625	50,958,676	0.171	0.388	21.257999	308.299988	19,995,284	122,400
ABR	2016-02-19	-0.181	0.036	150,880.984375	50,958,464	0.165	0.346	50.286999	319	19,895,316	94,725
ABR	2016-02-26	-0.192	-0.011	150,880.984375	50,968,228	0.165	0.357	26.450001	336.899994	19,795,348	124,800
ABR	2016-03-04	-0.176	0.017	141,188.984375	50,969,164	0.158	0.334	12.543	347.100006	19,664,928	134,800
ABR	2016-03-11	-0.239	-0.063	141,188.984375	50,967,264	0.158	0.397	83.374001	342.5	19,534,508	72,420
ABR	2016-03-18	-0.189	0.049	123,729	50,967,264	0.152	0.341	12.813	342.5	19,404,088	131,000
ABR	2016-03-25	-0.275	-0.086	123,729	50,955,880	0.151	0.426	27.061001	346.5	19,273,668	87,100

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