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
AACG	2009-05-01	-0.095	-0.046	7,756	21,796,406	0.122	0.216	10.552	109.199997	55,118,996	36,400
AACG	2009-05-08	-0.151	-0.056	7,756	21,805,826	0.121	0.272	15.045	112.300003	53,846,892	52,700
AACG	2009-05-15	-0.128	0.023	5,675	21,807,464	0.106	0.234	13.335	111	52,574,788	48,640
AACG	2009-05-22	-0.17	-0.041	5,675	21,791,906	0.106	0.275	48.408001	113.099998	51,302,680	33,520
AACG	2009-05-29	-0.186	-0.016	5,675	21,800,002	0.106	0.292	20.316999	130.800003	50,030,576	36,525
AACG	2009-06-05	-0.208	-0.022	4,819	21,796,876	0.097	0.305	17.617001	139.5	48,758,472	42,480
AACG	2009-06-12	-0.266	-0.058	4,819	21,800,002	0.096	0.363	50.404999	152.600006	47,486,364	27,060
AACG	2009-06-19	-0.19	0.076	5,058	21,793,894	0.098	0.287	15.972	171.300003	46,214,260	44,780
AACG	2009-06-26	-0.33	-0.14	5,058	21,800,002	0.097	0.427	171.425995	207.100006	44,942,156	233,860
AACG	2009-07-03	-0.186	0.144	5,087	21,804,932	0.104	0.29	1,215.880981	194.5	43,670,048	19,975
AACG	2009-07-10	-0.147	0.039	5,087	21,802,254	0.104	0.251	17.782	174.199997	42,397,944	9,960
AACG	2009-07-17	0.038	0.184	88,914	21,802,470	0.282	0.244	1.225	176.600006	41,125,840	12,880
AACG	2009-07-24	-0.004	-0.042	88,914	21,803,280	0.282	0.286	8.172	199.5	39,853,732	12,960
AACG	2009-07-31	-0.012	-0.008	35,575	21,801,168	0.203	0.214	2.088	186.399994	38,581,628	20,000
AACG	2009-08-07	-0.049	-0.037	35,575	21,797,468	0.203	0.251	1.452	172.199997	37,309,528	22,480
AACG	2009-08-14	-0.016	0.033	35,575	21,806,284	0.203	0.219	3.97	166.600006	36,037,420	8,360
AACG	2009-08-21	-0.078	-0.062	23,873	21,794,116	0.182	0.26	3.994	148.199997	34,765,312	9,040
AACG	2009-08-28	-0.064	0.015	23,873	21,805,744	0.182	0.245	5.473	159.399994	33,493,208	11,600
AACG	2009-09-04	-0.016	0.048	21,289	21,805,972	0.174	0.19	49.139999	146.100006	32,221,102	9,840
AACG	2009-09-11	-0.049	-0.033	21,289	21,797,584	0.173	0.222	15.676	144.300003	30,948,998	8,675
AACG	2009-09-18	-0.01	0.039	19,500	22,833,828	0.161	0.171	3.052	153.899994	29,676,892	13,900
AACG	2009-09-25	-0.079	-0.069	19,500	22,835,572	0.161	0.24	2.393	136.100006	31,903,034	8,900
AACG	2009-10-02	-0.03	0.048	8,774	22,833,934	0.114	0.144	6.975	126.5	34,129,176	10,860
AACG	2009-10-09	-0.094	-0.064	8,774	22,842,974	0.114	0.208	53.700001	138.199997	36,355,320	5,020
AACG	2009-10-16	-0.017	0.077	12,734	22,845,118	0.138	0.155	12.169	135.699997	38,581,460	5,740
AACG	2009-10-23	-0.048	-0.031	12,734	22,832,032	0.137	0.185	6.9	116.900002	40,807,604	6,600
AACG	2009-10-30	-0.026	0.022	7,891	22,832,368	0.109	0.135	11.587	118.5	43,033,744	8,060
AACG	2009-11-06	-0.049	-0.023	7,891	22,840,000	0.11	0.159	22.452	114.199997	45,259,888	6,820
AACG	2009-11-13	-0.154	-0.105	7,891	22,847,682	0.11	0.264	16.707001	103.5	47,486,032	73,780
AACG	2009-11-20	-0.076	0.078	6,805	22,840,000	0.103	0.179	17.990999	114.199997	49,712,172	17,940
AACG	2009-11-27	-0.195	-0.119	6,805	22,834,332	0.103	0.298	63.615002	114.400002	51,938,316	25,875
AACG	2009-12-04	-0.204	-0.009	6,315	22,834,010	0.102	0.307	27.325001	112.800003	54,164,456	133,740
AACG	2009-12-11	-0.113	0.091	6,315	22,837,572	0.102	0.215	59.337002	116.699997	56,390,600	11,760
AACG	2009-12-18	-0.046	0.067	7,754	22,830,578	0.112	0.158	212.270996	110.5	58,616,744	860
AACG	2009-12-25	-0.019	0.027	7,754	22,844,638	0.113	0.132	11.519	104.400002	60,842,884	4,800
AACG	2010-01-01	-0.041	-0.022	7,978	22,841,164	0.113	0.154	29.865	102.099998	63,069,028	8,925
AACG	2010-01-08	-0.018	0.022	7,978	22,842,106	0.113	0.131	8.727	108.5	65,295,168	680
AACG	2010-01-15	-0.002	0.016	9,762	22,831,460	0.12	0.122	14.646	101.599998	67,521,312	2,440
AACG	2010-01-22	0.01	0.012	9,762	22,849,740	0.12	0.11	55.195	88.199997	69,747,456	15,325
AACG	2010-01-29	0.019	0.01	9,762	22,833,334	0.12	0.1	11.72	68.5	71,973,600	33,520
AACG	2010-02-05	-0.037	-0.056	6,246	22,836,676	0.094	0.13	14.194	79.699997	74,199,736	14,940
AACG	2010-02-12	-0.086	-0.05	6,246	22,824,208	0.094	0.18	36.030998	79.199997	76,425,880	15,060
AACG	2010-02-19	-0.027	0.059	7,296	22,840,580	0.1	0.127	10.043	78.800003	74,707,928	21,850
AACG	2010-02-26	-0.122	-0.095	7,296	22,842,106	0.1	0.223	21.514	86.800003	72,989,984	18,280
AACG	2010-03-05	-0.092	0.03	5,517	22,840,910	0.052	0.145	28.599001	80.400002	71,272,032	52,060
AACG	2010-03-12	-0.287	-0.195	5,517	22,847,682	0.053	0.34	107.844002	103.5	69,554,080	232,780
AACG	2010-03-19	-0.159	0.129	5,171	22,846,534	0.047	0.206	108.566002	92.300003	67,836,128	18,280
AACG	2010-03-26	-0.268	-0.109	5,171	22,836,880	0.047	0.315	19.290001	96.599998	66,118,180	52,280
AACG	2010-04-02	-0.067	0.201	7,629	22,832,078	0.064	0.131	8.504	91.099998	64,400,232	17,475
AACG	2010-04-09	-0.083	-0.016	7,629	22,831,632	0.064	0.147	9.073	89.5	62,682,280	9,580
AACG	2010-04-16	-0.079	0.004	15,221	22,845,070	0.114	0.193	8.84	81.099998	60,964,332	13,660
AACG	2010-04-23	-0.037	0.042	15,221	22,840,580	0.114	0.151	15.022	78.800003	59,246,380	3,380
AACG	2010-04-30	-0.055	-0.018	7,369	22,832,860	0.063	0.118	20.723	80.599998	57,528,432	8,460
AACG	2010-05-07	-0.067	-0.011	7,369	22,848,666	0.063	0.13	6.524	77	55,810,480	11,000
AACG	2010-05-14	-0.109	-0.042	7,369	22,825,486	0.064	0.173	11.469	82.400002	54,092,532	22,820
AACG	2010-05-21	-0.119	-0.01	7,229	22,840,234	0.06	0.178	42.125	77.199997	52,374,580	2,880
AACG	2010-05-28	-0.091	0.027	7,229	22,830,768	0.059	0.151	10.196	74.199997	50,656,632	3,240
AACG	2010-06-04	-0.139	-0.047	3,063	22,848,486	0.025	0.164	101.405998	75.400002	48,938,680	1,000
AACG	2010-06-11	-0.153	-0.014	3,063	22,228,572	0.026	0.179	65.908997	77.800003	47,220,732	5,880
AACG	2010-06-18	-0.197	-0.044	2,412	22,215,384	0.022	0.219	445.036987	72.199997	47,220,732	3,200
AACG	2010-06-25	-0.139	0.058	2,412	22,225,708	0.022	0.161	47.882	70.900002	47,220,732	2,580
AACG	2010-07-02	-0.103	0.036	4,497	22,214,286	0.044	0.147	21.101999	62.200001	47,220,732	12,680
AACG	2010-07-09	-0.135	-0.032	4,497	22,233,676	0.044	0.18	27.825001	64.699997	47,220,732	2,150
AACG	2010-07-16	-0.13	0.005	4,649	22,233,332	0.038	0.168	101.315002	66.699997	54,783,124	5,560
AACG	2010-07-23	-0.165	-0.034	4,649	22,236,842	0.037	0.202	16.070999	67.599998	62,345,516	4,960
AACG	2010-07-30	-0.064	0.1	4,785	22,214,764	0.042	0.106	23.606001	66.199997	69,907,904	1,800
AACG	2010-08-06	-0.09	-0.025	4,785	22,233,332	0.041	0.131	18.009001	66.699997	77,470,296	9,560
AACG	2010-08-13	-0.175	-0.085	4,785	22,237,288	0.041	0.217	74.540001	65.599998	85,032,688	2,440
AACG	2010-08-20	-0.065	0.11	5,796	22,226,026	0.051	0.116	13.665	64.900002	81,049,792	4,060
AACG	2010-08-27	-0.109	-0.044	5,796	22,206,896	0.05	0.159	17.903999	64.400002	77,066,904	40,220
AACG	2010-09-03	-0.186	-0.077	4,372	22,237,288	0.036	0.222	40.352001	65.599998	73,084,008	44,260
AACG	2010-09-10	-0.226	-0.04	4,372	22,210,528	0.037	0.263	34.547001	63.299999	69,101,112	34,025
AACG	2010-09-17	-0.277	-0.051	2,763	22,210,528	0.023	0.3	5,166.381836	63.299999	65,118,216	45,840
AACG	2010-09-24	-0.206	0.071	2,763	22,206,896	0.023	0.229	33.558998	64.400002	61,135,324	14,380
AACG	2010-10-01	-0.09	0.116	4,648	22,211,222	0.038	0.128	16.99	67.300003	57,152,424	8,320
AACG	2010-10-08	-0.15	-0.061	4,648	22,229,730	0.038	0.188	25.806999	65.800003	53,169,532	1,660
AACG	2010-10-15	-0.102	0.049	4,840	22,236,420	0.038	0.14	19.238001	69.599998	49,186,640	4,220
AACG	2010-10-22	-0.147	-0.045	4,840	22,215,384	0.038	0.185	88.010002	72.199997	45,203,744	1,380
AACG	2010-10-29	-0.099	0.047	4,840	22,225,610	0.038	0.138	42.146999	72.900002	41,220,852	3,420
AACG	2010-11-05	-0.155	-0.056	5,144	22,209,632	0.039	0.194	21.549999	78.400002	37,237,956	2,100
AACG	2010-11-12	-0.11	0.045	5,144	22,225,000	0.039	0.149	15.363	88.900002	33,255,060	12,660
AACG	2010-11-19	-0.124	-0.014	4,312	22,215,908	0.037	0.161	31.532	78.199997	40,096,648	4,940
AACG	2010-11-26	-0.153	-0.029	4,312	22,228,262	0.037	0.19	80.919998	81.800003	46,938,236	500
AACG	2010-12-03	-0.14	0.013	2,256	22,225,000	0.019	0.159	14.885	88.900002	53,779,824	1,860
AACG	2010-12-10	-0.171	-0.031	2,256	22,225,000	0.019	0.191	282.052002	88.900002	60,621,412	2,840
AACG	2010-12-17	-0.122	0.049	3,394	22,234,332	0.026	0.148	50.379002	81.599998	67,463,000	3,540
AACG	2010-12-24	-0.112	0.01	3,394	22,216,358	0.026	0.137	26.521999	84.199997	74,304,592	1,375
AACG	2010-12-31	-0.123	-0.011	4,601	22,219,178	0.036	0.159	30.809	81.099998	81,146,176	1,220
AACG	2011-01-07	-0.116	0.007	4,601	22,233,766	0.036	0.152	128.703995	85.599998	87,987,768	6,720
AACG	2011-01-14	-0.137	-0.021	4,601	22,211,056	0.036	0.173	32.077	88.400002	94,829,352	3,520
AACG	2011-01-21	-0.137	-0.001	4,126	22,225,000	0.032	0.17	47.515999	88.900002	101,670,944	8,275
AACG	2011-01-28	-0.142	-0.005	4,126	22,227,724	0.032	0.175	162.998993	89.800003	108,512,528	9,060
AACG	2011-02-04	-0.028	0.114	7,546	22,216,750	0.059	0.087	13.72	90.199997	115,354,120	6,540
AACG	2011-02-11	-0.166	-0.138	7,546	22,219,570	0.059	0.225	42.901001	93.099998	122,195,704	3,880
AACG	2011-02-18	-0.12	0.046	9,617	22,224,670	0.066	0.186	45.945999	100.900002	129,037,296	7,640
AACG	2011-02-25	-0.209	-0.089	9,617	22,226,890	0.066	0.275	4,396.166016	158.699997	135,878,880	43,625
AACG	2011-03-04	-0.203	0.006	5,198	22,220,762	0.042	0.245	24.243999	169.100006	129,725,904	105,260
AACG	2011-03-11	-0.303	-0.099	5,198	22,226,416	0.043	0.345	20.329	176.699997	123,572,920	25,220
AACG	2011-03-18	-0.235	0.067	8,686	22,215,270	0.068	0.303	13.054	177.5	117,419,944	65,160
AACG	2011-03-25	-0.138	0.097	8,686	22,219,420	0.068	0.206	11.144	176.199997	111,266,968	7,260

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