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
AACG	2008-12-19	-0.195	-0.005	1,553	21,796,876	0.054	0.249	2,580.245117	111.599998	57,462,008	25,860
AACG	2008-12-26	-0.06	0.135	1,553	21,806,722	0.054	0.113	91.311996	103.800003	58,615,124	4,900
AACG	2009-01-02	-0.138	-0.079	1,380	21,809,524	0.056	0.195	48.905998	114.5	59,768,240	33,850
AACG	2009-01-09	-0.126	0.012	1,380	21,804,348	0.056	0.182	99.908997	100.300003	60,921,356	20,160
AACG	2009-01-16	-0.123	0.004	658	21,797,752	0.034	0.157	218.356995	77.599998	62,074,472	37,380
AACG	2009-01-23	-0.102	0.02	658	21,795,582	0.034	0.137	1,152.338989	78.900002	63,227,588	11,150
AACG	2009-01-30	-0.144	-0.041	1,240	21,798,780	0.046	0.19	1,429.526001	71.5	64,380,704	20,520
AACG	2009-02-06	-0.143	0.001	1,240	21,804,010	0.046	0.189	11,517.334961	97.900002	65,533,816	18,020
AACG	2009-02-13	-0.086	0.057	1,240	21,788,412	0.046	0.133	109.898003	86.5	66,686,932	6,840
AACG	2009-02-20	-0.024	0.062	10,402	21,794,872	0.132	0.157	29.726	102	67,840,048	21,675
AACG	2009-02-27	-0.059	-0.034	10,402	21,806,332	0.132	0.191	15.717	117.099998	66,567,944	10,240
AACG	2009-03-06	-0.12	-0.061	3,712	21,809,524	0.084	0.203	17.665001	114.5	65,295,840	19,440
AACG	2009-03-13	-0.109	0.01	3,712	21,806,722	0.084	0.193	40.408001	103.800003	64,023,732	29,000
AACG	2009-03-20	-0.082	0.028	5,595	21,811,224	0.101	0.183	92.207001	85.5	62,751,628	20,980
AACG	2009-03-27	-0.141	-0.059	5,595	21,808,034	0.101	0.242	349.308014	97.699997	61,479,524	48,700
AACG	2009-04-03	-0.106	0.035	11,499	21,811,764	0.138	0.244	44.951	92.699997	60,207,416	40,260
AACG	2009-04-10	-0.075	0.031	11,499	21,794,872	0.137	0.212	41.466999	93.5	58,935,312	13,550
AACG	2009-04-17	-0.059	0.016	11,874	21,790,696	0.145	0.204	11.107	93.699997	57,663,208	43,020
AACG	2009-04-24	-0.044	0.015	11,874	21,800,000	0.145	0.189	5.537	87.199997	56,391,100	10,980
AACG	2009-05-01	-0.089	-0.045	7,756	21,796,406	0.122	0.21	12.893	109.199997	55,118,996	36,400
AACG	2009-05-08	-0.156	-0.067	7,756	21,805,826	0.121	0.277	14.148	112.300003	53,846,892	52,700
AACG	2009-05-15	-0.129	0.027	5,675	21,807,464	0.106	0.235	31.395	111	52,574,788	48,640
AACG	2009-05-22	-0.175	-0.046	5,675	21,791,906	0.106	0.281	28.138	113.099998	51,302,680	33,520
AACG	2009-05-29	-0.159	0.016	5,675	21,800,002	0.106	0.265	27.153999	130.800003	50,030,576	36,525
AACG	2009-06-05	-0.175	-0.016	4,819	21,796,876	0.096	0.271	25.778	139.5	48,758,472	42,480
AACG	2009-06-12	-0.218	-0.043	4,819	21,800,002	0.096	0.314	37.314999	152.600006	47,486,364	27,060
AACG	2009-06-19	-0.173	0.045	5,058	21,793,894	0.097	0.27	22.354	171.300003	46,214,260	44,780
AACG	2009-06-26	-0.288	-0.116	5,058	21,800,002	0.096	0.385	129.421005	207.100006	44,942,156	233,860
AACG	2009-07-03	-0.182	0.106	5,087	21,804,932	0.104	0.286	74.264	194.5	43,670,048	19,975
AACG	2009-07-10	-0.162	0.02	5,087	21,802,254	0.104	0.266	51.847	174.199997	42,397,944	9,960
AACG	2009-07-17	0.02	0.182	88,914	21,802,470	0.282	0.262	4.842	176.600006	41,125,840	12,880
AACG	2009-07-24	0.023	0.003	88,914	21,803,280	0.282	0.259	0.878	199.5	39,853,732	12,960
AACG	2009-07-31	-0.031	-0.054	35,575	21,801,168	0.202	0.233	1.784	186.399994	38,581,628	20,000
AACG	2009-08-07	-0.093	-0.062	35,575	21,797,468	0.202	0.295	3.594	172.199997	37,309,528	22,480
AACG	2009-08-14	-0.028	0.065	35,575	21,806,284	0.202	0.23	2.95	166.600006	36,037,420	8,360
AACG	2009-08-21	-0.068	-0.04	23,873	21,794,116	0.181	0.25	3.389	148.199997	34,765,312	9,040
AACG	2009-08-28	-0.066	0.002	23,873	21,805,744	0.181	0.247	4.598	159.399994	33,493,208	11,600
AACG	2009-09-04	-0.011	0.055	21,289	21,805,972	0.173	0.184	9.898	146.100006	32,221,102	9,840
AACG	2009-09-11	-0.026	-0.015	21,289	21,797,584	0.173	0.199	6.028	144.300003	30,948,998	8,675
AACG	2009-09-18	-0.039	-0.013	19,500	22,833,828	0.161	0.199	3.475	153.899994	29,676,892	13,900
AACG	2009-09-25	-0.101	-0.062	19,500	22,835,572	0.161	0.262	10.29	136.100006	31,903,034	8,900
AACG	2009-10-02	-0.04	0.061	8,774	22,833,934	0.113	0.153	7.485	126.5	34,129,176	10,860
AACG	2009-10-09	-0.067	-0.027	8,774	22,842,974	0.114	0.18	8.449	138.199997	36,355,320	5,020
AACG	2009-10-16	-0.025	0.041	12,734	22,845,118	0.137	0.163	27.926001	135.699997	38,581,460	5,740
AACG	2009-10-23	-0.068	-0.043	12,734	22,832,032	0.137	0.206	4.754	116.900002	40,807,604	6,600
AACG	2009-10-30	-0.048	0.02	7,891	22,832,368	0.109	0.158	14.507	118.5	43,033,744	8,060
AACG	2009-11-06	-0.064	-0.015	7,891	22,840,000	0.109	0.173	8.099	114.199997	45,259,888	6,820
AACG	2009-11-13	-0.11	-0.046	7,891	22,847,682	0.11	0.219	14.383	103.5	47,486,032	73,780
AACG	2009-11-20	-0.107	0.003	6,805	22,840,000	0.103	0.21	13.526	114.199997	49,712,172	17,940
AACG	2009-11-27	-0.169	-0.062	6,805	22,834,332	0.103	0.272	23.474001	114.400002	51,938,316	25,875
AACG	2009-12-04	-0.181	-0.011	6,315	22,834,010	0.102	0.283	36.18	112.800003	54,164,456	133,740
AACG	2009-12-11	-0.067	0.113	6,315	22,837,572	0.102	0.169	15.973	116.699997	56,390,600	11,760
AACG	2009-12-18	-0.037	0.031	7,754	22,830,578	0.113	0.149	513.771973	110.5	58,616,744	860
AACG	2009-12-25	-0.023	0.014	7,754	22,844,638	0.113	0.136	18.701	104.400002	60,842,884	4,800
AACG	2010-01-01	-0.028	-0.004	7,978	22,841,164	0.113	0.141	6.657	102.099998	63,069,028	8,925
AACG	2010-01-08	-0.012	0.015	7,978	22,842,106	0.113	0.125	7.946	108.5	65,295,168	680
AACG	2010-01-15	0.026	0.039	9,762	22,831,460	0.12	0.093	9.738	101.599998	67,521,312	2,440
AACG	2010-01-22	0.014	-0.012	9,762	22,849,740	0.12	0.106	29.200001	88.199997	69,747,456	15,325
AACG	2010-01-29	0.038	0.024	9,762	22,833,334	0.12	0.082	10.556	68.5	71,973,600	33,520
AACG	2010-02-05	-0.04	-0.078	6,246	22,836,676	0.094	0.134	13.491	79.699997	74,199,736	14,940
AACG	2010-02-12	-0.058	-0.018	6,246	22,824,208	0.094	0.152	11.405	79.199997	76,425,880	15,060
AACG	2010-02-19	-0.026	0.032	7,296	22,840,580	0.1	0.126	11.684	78.800003	74,707,928	21,850
AACG	2010-02-26	-0.113	-0.087	7,296	22,842,106	0.1	0.213	8.777	86.800003	72,989,984	18,280
AACG	2010-03-05	-0.059	0.054	5,517	22,840,910	0.053	0.112	33.423	80.400002	71,272,032	52,060
AACG	2010-03-12	-0.233	-0.174	5,517	22,847,682	0.053	0.285	94.594002	103.5	69,554,080	232,780
AACG	2010-03-19	-0.153	0.08	5,171	22,846,534	0.047	0.199	13.688	92.300003	67,836,128	18,280
AACG	2010-03-26	-0.234	-0.082	5,171	22,836,880	0.046	0.281	16.382999	96.599998	66,118,180	52,280
AACG	2010-04-02	-0.13	0.105	7,629	22,832,078	0.064	0.193	11.912	91.099998	64,400,232	17,475
AACG	2010-04-09	-0.123	0.007	7,629	22,831,632	0.063	0.186	20.461	89.5	62,682,280	9,580
AACG	2010-04-16	-0.113	0.009	15,221	22,845,070	0.114	0.228	8.709	81.099998	60,964,332	13,660
AACG	2010-04-23	-0.037	0.077	15,221	22,840,580	0.114	0.15	7.171	78.800003	59,246,380	3,380
AACG	2010-04-30	-0.071	-0.035	7,369	22,832,860	0.063	0.134	21.438999	80.599998	57,528,432	8,460
AACG	2010-05-07	-0.104	-0.033	7,369	22,848,666	0.063	0.167	16.816999	77	55,810,480	11,000
AACG	2010-05-14	-0.11	-0.006	7,369	22,825,486	0.063	0.174	8.018	82.400002	54,092,532	22,820
AACG	2010-05-21	-0.108	0.002	7,229	22,840,234	0.059	0.167	5.707	77.199997	52,374,580	2,880
AACG	2010-05-28	-0.098	0.01	7,229	22,830,768	0.059	0.157	7.286	74.199997	50,656,632	3,240
AACG	2010-06-04	-0.117	-0.019	3,063	22,848,486	0.025	0.142	67.000999	75.400002	48,938,680	1,000
AACG	2010-06-11	-0.174	-0.057	3,063	22,228,572	0.026	0.199	22.725	77.800003	47,220,732	5,880
AACG	2010-06-18	-0.174	-0	2,412	22,215,384	0.022	0.196	92.040001	72.199997	47,220,732	3,200
AACG	2010-06-25	-0.167	0.007	2,412	22,225,708	0.022	0.189	388.929993	70.900002	47,220,732	2,580
AACG	2010-07-02	-0.126	0.041	4,497	22,214,286	0.044	0.17	21.122	62.200001	47,220,732	12,680
AACG	2010-07-09	-0.132	-0.006	4,497	22,233,676	0.044	0.176	17.958	64.699997	47,220,732	2,150
AACG	2010-07-16	-0.109	0.023	4,649	22,233,332	0.038	0.147	12.287	66.699997	54,783,124	5,560
AACG	2010-07-23	-0.199	-0.09	4,649	22,236,842	0.037	0.236	14.086	67.599998	62,345,516	4,960
AACG	2010-07-30	-0.068	0.131	4,785	22,214,764	0.042	0.11	48.806	66.199997	69,907,904	1,800
AACG	2010-08-06	-0.127	-0.059	4,785	22,233,332	0.041	0.168	27.667999	66.699997	77,470,296	9,560
AACG	2010-08-13	-0.181	-0.054	4,785	22,237,288	0.041	0.222	21.153999	65.599998	85,032,688	2,440
AACG	2010-08-20	-0.076	0.105	5,796	22,226,026	0.05	0.126	11.287	64.900002	81,049,792	4,060
AACG	2010-08-27	-0.13	-0.055	5,796	22,206,896	0.05	0.18	82.608002	64.400002	77,066,904	40,220
AACG	2010-09-03	-0.136	-0.005	4,372	22,237,288	0.036	0.172	18.104	65.599998	73,084,008	44,260
AACG	2010-09-10	-0.204	-0.068	4,372	22,210,528	0.036	0.24	46.650002	63.299999	69,101,112	34,025
AACG	2010-09-17	-0.161	0.043	2,763	22,210,528	0.023	0.184	36.757	63.299999	65,118,216	45,840
AACG	2010-09-24	-0.207	-0.046	2,763	22,206,896	0.023	0.23	44.805	64.400002	61,135,324	14,380
AACG	2010-10-01	-0.097	0.11	4,648	22,211,222	0.038	0.135	274.514008	67.300003	57,152,424	8,320
AACG	2010-10-08	-0.195	-0.098	4,648	22,229,730	0.038	0.233	859.914978	65.800003	53,169,532	1,660
AACG	2010-10-15	-0.113	0.082	4,840	22,236,420	0.038	0.151	44.143002	69.599998	49,186,640	4,220
AACG	2010-10-22	-0.143	-0.03	4,840	22,215,384	0.038	0.181	39.743	72.199997	45,203,744	1,380
AACG	2010-10-29	-0.065	0.078	4,840	22,225,610	0.038	0.103	11.901	72.900002	41,220,852	3,420
AACG	2010-11-05	-0.151	-0.087	5,144	22,209,632	0.039	0.19	37.616001	78.400002	37,237,956	2,100
AACG	2010-11-12	-0.153	-0.001	5,144	22,225,000	0.039	0.191	25.511	88.900002	33,255,060	12,660

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