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	2013-03-01	-0.114	0.073	71	22,987,654	0.005	0.12	1,195.781982	93.099998	155,581,488	3,900
AACG	2013-03-08	-0.15	-0.036	469	22,975,000	0.012	0.163	257.644989	91.900002	147,631,216	6,660
AACG	2013-03-15	-0.117	0.034	835	22,977,100	0.015	0.131	155.699997	90.300003	139,680,944	2,700
AACG	2013-03-22	-0.126	-0.01	835	22,975,000	0.015	0.141	180.863007	91.900002	131,730,680	420
AACG	2013-03-29	-0.08	0.046	835	22,975,000	0.015	0.095	182.300003	91.900002	123,780,408	1,575
AACG	2013-04-05	-0.141	-0.061	88	22,989,950	0.006	0.147	1,156.149048	91.5	115,830,144	1,500
AACG	2013-04-12	-0.212	-0.071	88	22,992,700	0.005	0.217	41,033.988281	94.5	107,879,872	1,400
AACG	2013-04-19	-0.083	0.128	88	22,977,666	0.005	0.089	1,583.656006	92.599998	99,929,608	220
AACG	2013-04-26	-0.103	-0.02	88	22,990,198	0.005	0.108	543.939026	93.800003	91,979,336	260
AACG	2013-05-03	-0.093	0.01	502	22,975,000	0.01	0.103	150.210999	91.900002	84,029,064	680
AACG	2013-05-10	-0.097	-0.004	502	22,975,000	0.01	0.107	161.007004	91.900002	76,078,800	1,540
AACG	2013-05-17	-0.019	0.078	73	22,979,796	0.005	0.024	1,563.399048	91	68,128,528	7,420
AACG	2013-05-24	-0.14	-0.121	73	22,989,010	0.005	0.145	3,824.023926	104.599998	60,178,260	12,900
AACG	2013-05-31	-0.116	0.024	31	23,002,310	0.005	0.121	2,652.714111	99.599998	52,227,992	16,600
AACG	2013-06-07	-0.12	-0.004	31	22,993,198	0.005	0.124	3,083.427979	101.400002	52,227,992	4,120
AACG	2013-06-14	-0.073	0.047	31	23,011,238	0.005	0.078	1,928.515991	102.400002	52,227,992	1,860
AACG	2013-06-21	-0.208	-0.135	2,046	23,011,764	0.021	0.23	596.898987	97.800003	52,227,992	32,040
AACG	2013-06-28	-0.109	0.099	2,046	23,011,764	0.022	0.131	42.009998	97.800003	52,227,992	2,760
AACG	2013-07-05	-0.101	0.008	867	22,995,596	0.014	0.115	69.115997	104.400002	58,867,624	13,750
AACG	2013-07-12	-0.191	-0.09	867	22,995,596	0.013	0.205	4,210.76416	104.400002	65,507,268	1,620
AACG	2013-07-19	-0.068	0.123	681	23,002,116	0.013	0.081	60.726002	108.800003	72,146,904	3,580
AACG	2013-07-26	-0.17	-0.101	681	22,991,802	0.013	0.183	623.294983	112.199997	78,786,536	9,480
AACG	2013-08-02	-0.08	0.09	1,711	22,999,998	0.019	0.099	57.953999	112.699997	85,426,176	7,240
AACG	2013-08-09	-0.175	-0.096	1,711	22,996,184	0.019	0.195	8,329.366211	120.5	92,065,816	4,820
AACG	2013-08-16	-0.078	0.097	1,261	22,994,010	0.018	0.095	35.599998	115.199997	88,452,248	6,600
AACG	2013-08-23	-0.165	-0.087	1,261	23,000,002	0.018	0.183	2.443	117.300003	84,838,688	3,080
AACG	2013-08-30	-0.077	0.088	999	23,002,204	0.015	0.092	218.485001	104.199997	81,225,120	4,140
AACG	2013-09-06	-0.133	-0.055	999	22,991,268	0.015	0.148	110.367996	105.300003	77,611,560	3,825
AACG	2013-09-13	-0.145	-0.012	999	23,010,526	0.015	0.16	114.081001	109.300003	73,998,000	1,360
AACG	2013-09-20	-0.1	0.045	1,056	23,002,204	0.016	0.115	76.356003	104.199997	70,384,432	3,160
AACG	2013-09-27	-0.184	-0.084	1,056	23,010,102	0.016	0.199	40,204.910156	113.900002	66,770,868	27,360
AACG	2013-10-04	-0.091	0.092	5,050	23,008,130	0.041	0.132	9.523	113.199997	63,157,304	5,460
AACG	2013-10-11	-0.104	-0.012	5,050	23,010,310	0.04	0.144	21.209	111.599998	59,543,744	2,540
AACG	2013-10-18	-0.124	-0.021	4,584	23,002,160	0.039	0.163	15.775	106.5	55,930,180	6,880
AACG	2013-10-25	-0.173	-0.049	4,584	22,997,658	0.039	0.212	32.951	98.199997	52,316,616	19,540
AACG	2013-11-01	-0.171	0.002	3,489	23,000,000	0.032	0.204	53.431999	96.599998	48,703,052	11,020
AACG	2013-11-08	-0.12	0.052	3,489	23,002,366	0.032	0.152	14.584	97.300003	45,089,488	9,660
AACG	2013-11-15	-0.089	0.03	1,188	22,995,286	0.014	0.104	59.994999	97.5	54,074,716	3,860
AACG	2013-11-22	-0.2	-0.111	1,188	23,000,002	0.014	0.214	3,360.412109	94.300003	63,059,944	9,660
AACG	2013-11-29	-0.116	0.084	1,188	23,007,334	0.014	0.13	78.677002	94.099998	72,045,168	11,325
AACG	2013-12-06	-0.164	-0.048	1,191	23,010,472	0.014	0.178	109.162003	87.900002	81,030,400	26,000
AACG	2013-12-13	-0.164	0	1,191	23,000,000	0.014	0.178	130.983994	92	90,015,624	11,660
AACG	2013-12-20	-0.125	0.039	7,069	22,989,950	0.05	0.175	26.188999	91.5	99,000,848	13,020
AACG	2013-12-27	-0.139	-0.014	7,069	22,995,050	0.05	0.189	46.181	92.900002	107,986,080	9,800
AACG	2014-01-03	-0.091	0.048	1,350	23,002,544	0.014	0.105	206.320007	90.400002	116,971,304	8,975
AACG	2014-01-10	-0.153	-0.062	1,350	23,000,000	0.014	0.167	59.375	92	125,956,528	30,300
AACG	2014-01-17	-0.037	0.116	1,693	22,999,998	0.017	0.053	28.242001	89.699997	134,941,760	8,220
AACG	2014-01-24	-0.116	-0.079	1,693	23,000,000	0.017	0.133	30.177999	92	143,926,992	15,700
AACG	2014-01-31	-0.002	0.114	6,797	23,000,000	0.052	0.054	10.707	92	152,912,224	3,080
AACG	2014-02-07	-0.065	-0.063	6,797	23,010,202	0.052	0.117	14.981	90.199997	161,897,440	2,520
AACG	2014-02-14	0.011	0.076	6,797	23,007,518	0.052	0.041	18.323999	91.800003	170,882,672	12,680
AACG	2014-02-21	-0.07	-0.081	5,999	23,002,544	0.049	0.119	19.808001	90.400002	179,867,888	2,100
AACG	2014-02-28	-0.101	-0.03	5,999	23,000,000	0.049	0.149	17.976999	98.900002	188,853,120	8,740
AACG	2014-03-07	-0.175	-0.074	6,391	23,008,660	0.049	0.225	26.271999	106.300003	178,838,256	102,560
AACG	2014-03-14	-0.138	0.037	6,391	22,992,700	0.049	0.187	41.993999	94.5	168,823,408	38,620
AACG	2014-03-21	-0.168	-0.03	1,090	22,990,430	0.014	0.182	120.106003	96.099998	158,808,544	14,180
AACG	2014-03-28	-0.234	-0.066	1,090	23,002,480	0.014	0.247	253.776993	92.699997	148,793,696	36,620
AACG	2014-04-04	-0.13	0.104	270	22,990,198	0.007	0.137	1,436.81604	93.800003	138,778,832	21,780
AACG	2014-04-11	-0.172	-0.042	270	23,007,334	0.007	0.179	636.171021	94.099998	128,763,968	33,340
AACG	2014-04-18	-0.122	0.049	1,288	23,012,046	0.017	0.14	68.603996	95.5	118,749,112	14,225
AACG	2014-04-25	-0.203	-0.08	1,288	23,004,926	0.017	0.22	147.067993	93.400002	108,734,248	45,500
AACG	2014-05-02	-0.026	0.177	6,516	22,990,866	0.049	0.075	7.925	100.699997	98,719,392	11,280
AACG	2014-05-09	-0.089	-0.063	6,516	23,006,834	0.049	0.137	12.334	101	88,704,536	7,000
AACG	2014-05-16	-0.03	0.058	7,910	23,008,850	0.058	0.088	10.556	104	78,689,672	14,120
AACG	2014-05-23	-0.076	-0.046	7,910	23,004,386	0.058	0.134	13.532	104.900002	68,674,816	12,740
AACG	2014-05-30	-0.106	-0.03	4,895	23,037,734	0.04	0.146	19.525	122.099998	58,659,956	36,475
AACG	2014-06-06	-0.079	0.027	4,895	23,054,990	0.04	0.119	19.68	113.199997	58,659,956	16,660
AACG	2014-06-13	-0.091	-0.012	4,895	23,043,478	0.04	0.131	107.126999	106	58,659,956	5,700
AACG	2014-06-20	-0.015	0.076	3,236	23,043,478	0.03	0.045	49.464001	106	58,659,956	4,580
AACG	2014-06-27	-0.055	-0.04	3,236	23,038,794	0.03	0.085	55.949001	106.900002	58,659,956	9,800
AACG	2014-07-04	-0.03	0.025	1,699	23,053,762	0.02	0.05	40.030998	107.199997	62,936,208	9,000
AACG	2014-07-11	-0.128	-0.098	1,699	23,040,380	0.02	0.148	57.146999	97	67,212,464	27,740
AACG	2014-07-18	-0.075	0.053	3,064	23,053,614	0.026	0.101	17.332001	98.900002	71,488,712	4,040
AACG	2014-07-25	-0.174	-0.099	3,064	23,037,190	0.027	0.201	43.473	111.5	75,764,968	60,100
AACG	2014-08-01	-0.102	0.072	5,507	23,035,714	0.044	0.146	298.332001	103.199997	80,041,224	21,600
AACG	2014-08-08	-0.087	0.015	5,507	23,046,356	0.044	0.131	46.053001	104.400002	84,317,472	7,700
AACG	2014-08-15	-0.139	-0.052	4,130	23,042,554	0.035	0.174	305.460999	108.300003	85,614,648	15,700
AACG	2014-08-22	-0.131	0.007	4,130	23,043,478	0.035	0.167	21.886999	106	86,911,824	30,500
AACG	2014-08-29	-0.023	0.108	4,130	23,038,794	0.035	0.059	21.539	106.900002	88,209,008	8,000
AACG	2014-09-05	-0.093	-0.069	3,350	23,040,684	0.03	0.122	15.902	107.599998	89,506,184	10,750
AACG	2014-09-12	-0.103	-0.01	3,350	23,044,444	0.03	0.133	82.875999	103.699997	90,803,360	6,900
AACG	2014-09-19	-0.066	0.037	4,863	23,038,550	0.036	0.102	29.926001	101.599998	92,100,536	11,840
AACG	2014-09-26	-0.083	-0.017	4,863	23,044,444	0.036	0.119	17.615999	103.699997	93,397,712	4,760
AACG	2014-10-03	-0.025	0.058	2,755	23,049,328	0.021	0.046	22.796	102.800003	94,694,888	5,220
AACG	2014-10-10	-0.071	-0.046	2,755	23,046,510	0.021	0.092	53.346001	99.099998	95,992,064	5,080
AACG	2014-10-17	-0.091	-0.021	1,626	23,039,444	0.015	0.107	108.075996	99.300003	97,289,240	3,380
AACG	2014-10-24	-0.07	0.021	1,626	23,054,892	0.015	0.085	141.199005	96.599998	98,586,416	11,900
AACG	2014-10-31	-0.007	0.063	3,001	23,050,000	0.027	0.034	30.853001	92.199997	99,883,592	9,360
AACG	2014-11-07	-0.1	-0.093	3,001	23,050,846	0.027	0.126	13.225	95.199997	101,180,768	3,780
AACG	2014-11-14	-0.037	0.062	3,001	23,057,644	0.027	0.064	31.545	92	102,477,952	6,860
AACG	2014-11-21	-0.074	-0.036	3,604	23,049,096	0.029	0.103	21.132999	89.199997	104,060,248	6,520
AACG	2014-11-28	-0.111	-0.037	3,604	23,041,236	0.029	0.14	162.518997	89.400002	105,642,552	7,025
AACG	2014-12-05	-0.093	0.017	360	23,054,662	0.007	0.1	157.595993	71.699997	107,224,856	11,320
AACG	2014-12-12	-0.117	-0.023	360	23,045,976	0.007	0.123	617.872986	80.199997	108,807,160	9,540
AACG	2014-12-19	-0.062	0.055	590	23,057,142	0.009	0.071	133.908005	80.699997	110,389,464	18,420
AACG	2014-12-26	-0.151	-0.089	590	23,052,632	0.009	0.16	512.343018	87.599998	111,971,768	15,125
AACG	2015-01-02	-0.081	0.07	1,699	23,042,554	0.019	0.1	56.280998	108.300003	113,554,072	33,350
AACG	2015-01-09	-0.173	-0.092	1,699	23,053,614	0.019	0.192	67.82	98.900002	115,136,376	19,340
AACG	2015-01-16	-0.111	0.062	8,532	23,053,762	0.055	0.166	51.902	107.199997	116,718,680	30,880
AACG	2015-01-23	-0.236	-0.125	8,532	23,051,548	0.055	0.292	17.900999	111.800003	118,300,976	32,775

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