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	2012-10-19	-0.128	0.003	3,338	22,981,368	0.022	0.15	27.438999	111	56,332,472	1,500
AACG	2012-10-26	-0.137	-0.009	3,338	22,983,872	0.022	0.159	159.414001	114	53,139,576	740
AACG	2012-11-02	-0.099	0.038	1,741	22,989,474	0.023	0.122	31.302	109.199997	49,946,680	5,366.666016
AACG	2012-11-09	-0.128	-0.028	1,741	22,976,938	0.023	0.151	84.585999	109.599998	46,753,784	2,300
AACG	2012-11-16	-0.091	0.036	1,970	22,970,524	0.028	0.12	140.522995	101.300003	56,959,824	3,060
AACG	2012-11-23	-0.12	-0.029	1,970	22,982,456	0.028	0.148	36.061001	104.800003	67,165,864	3,550
AACG	2012-11-30	-0.063	0.057	1,810	22,990,430	0.028	0.091	112.402	96.099998	77,371,896	5,440
AACG	2012-12-07	-0.081	-0.018	1,810	22,977,100	0.028	0.108	68.147003	90.300003	87,577,936	8,420
AACG	2012-12-14	-0.102	-0.022	1,810	22,970,298	0.028	0.13	93.393997	92.800003	97,783,984	86,340
AACG	2012-12-21	-0.248	-0.146	1,808	22,982,144	0.027	0.275	3,423.160889	128.699997	107,990,016	58,120
AACG	2012-12-28	-0.196	0.052	1,808	22,973,808	0.027	0.224	84.644997	149.100006	118,196,048	20,050
AACG	2013-01-04	-0.192	0.004	2,558	22,976,972	0.033	0.225	105.658997	139.699997	128,402,096	28,725
AACG	2013-01-11	-0.127	0.065	2,558	22,984,824	0.033	0.16	813.117981	136.300003	138,608,128	1,660
AACG	2013-01-18	-0.07	0.057	6,102	22,987,698	0.062	0.132	14.876	130.800003	148,814,176	2,540
AACG	2013-01-25	-0.082	-0.011	6,102	22,978,340	0.061	0.143	11.322	127.300003	159,020,208	3,800
AACG	2013-02-01	-0.111	-0.03	2,592	22,977,232	0.031	0.143	56.365002	131.199997	169,226,256	1,120
AACG	2013-02-08	-0.117	-0.006	2,592	22,980,000	0.031	0.148	24.743999	114.900002	179,432,288	5,600
AACG	2013-02-15	-0.128	-0.01	71	22,981,220	0.005	0.133	1,052.589966	97.900002	171,482,016	18,580
AACG	2013-02-22	-0.13	-0.002	71	22,977,666	0.005	0.135	610.119995	92.599998	163,531,760	7,150
AACG	2013-03-01	-0.12	0.009	71	22,987,654	0.005	0.125	1,381.301025	93.099998	155,581,488	3,900
AACG	2013-03-08	-0.115	0.006	469	22,975,000	0.012	0.127	97.126999	91.900002	147,631,216	6,660
AACG	2013-03-15	-0.094	0.02	835	22,977,100	0.015	0.109	425.066986	90.300003	139,680,944	2,700
AACG	2013-03-22	-0.085	0.009	835	22,975,000	0.015	0.1	100.703003	91.900002	131,730,680	420
AACG	2013-03-29	-0.079	0.006	835	22,975,000	0.014	0.094	50,256.640625	91.900002	123,780,408	1,575
AACG	2013-04-05	-0.148	-0.069	88	22,989,950	0.006	0.154	17.045	91.5	115,830,144	1,500
AACG	2013-04-12	-0.108	0.04	88	22,992,700	0.005	0.113	1,119.036011	94.5	107,879,872	1,400
AACG	2013-04-19	-0.067	0.041	88	22,977,666	0.005	0.072	2,397.084961	92.599998	99,929,608	220
AACG	2013-04-26	-0.117	-0.05	88	22,990,198	0.005	0.122	1,622.109009	93.800003	91,979,336	260
AACG	2013-05-03	-0.098	0.019	502	22,975,000	0.01	0.108	209.427002	91.900002	84,029,064	680
AACG	2013-05-10	-0.08	0.018	502	22,975,000	0.01	0.09	64.580002	91.900002	76,078,800	1,540
AACG	2013-05-17	-0.028	0.052	73	22,979,796	0.005	0.034	1,704.159058	91	68,128,528	7,420
AACG	2013-05-24	-0.133	-0.104	73	22,989,010	0.005	0.138	1,465.567993	104.599998	60,178,260	12,900
AACG	2013-05-31	-0.15	-0.018	31	23,002,310	0.005	0.155	2,516.386963	99.599998	52,227,992	16,600
AACG	2013-06-07	-0.145	0.006	31	22,993,198	0.005	0.149	3,809.503906	101.400002	52,227,992	4,120
AACG	2013-06-14	-0.067	0.078	31	23,011,238	0.005	0.071	5,555.423828	102.400002	52,227,992	1,860
AACG	2013-06-21	-0.149	-0.082	2,046	23,011,764	0.021	0.17	95.285004	97.800003	52,227,992	32,040
AACG	2013-06-28	-0.109	0.04	2,046	23,011,764	0.021	0.13	29.49	97.800003	52,227,992	2,760
AACG	2013-07-05	-0.119	-0.01	867	22,995,596	0.013	0.133	228.949997	104.400002	58,867,624	13,750
AACG	2013-07-12	-0.156	-0.036	867	22,995,596	0.013	0.169	354.453003	104.400002	65,507,268	1,620
AACG	2013-07-19	-0.082	0.073	681	23,002,116	0.013	0.095	247.757004	108.800003	72,146,904	3,580
AACG	2013-07-26	-0.128	-0.045	681	22,991,802	0.013	0.141	117.460999	112.199997	78,786,536	9,480
AACG	2013-08-02	-0.088	0.04	1,711	22,999,998	0.019	0.106	33.605	112.699997	85,426,176	7,240
AACG	2013-08-09	-0.131	-0.043	1,711	22,996,184	0.019	0.15	48.889	120.5	92,065,816	4,820
AACG	2013-08-16	-0.098	0.032	1,261	22,994,010	0.017	0.116	78.651001	115.199997	88,452,248	6,600
AACG	2013-08-23	-0.164	-0.066	1,261	23,000,002	0.018	0.182	98.287003	117.300003	84,838,688	3,080
AACG	2013-08-30	-0.056	0.108	999	23,002,204	0.015	0.071	122.505997	104.199997	81,225,120	4,140
AACG	2013-09-06	-0.123	-0.067	999	22,991,268	0.015	0.138	78.000999	105.300003	77,611,560	3,825
AACG	2013-09-13	-0.141	-0.018	999	23,010,526	0.015	0.156	85.875999	109.300003	73,998,000	1,360
AACG	2013-09-20	-0.08	0.061	1,056	23,002,204	0.015	0.096	88.113998	104.199997	70,384,432	3,160
AACG	2013-09-27	-0.162	-0.082	1,056	23,010,102	0.015	0.178	81.112999	113.900002	66,770,868	27,360
AACG	2013-10-04	-0.096	0.067	5,050	23,008,130	0.04	0.136	18.148001	113.199997	63,157,304	5,460
AACG	2013-10-11	-0.138	-0.042	5,050	23,010,310	0.04	0.178	78.417999	111.599998	59,543,744	2,540
AACG	2013-10-18	-0.131	0.007	4,584	23,002,160	0.039	0.169	22.841999	106.5	55,930,180	6,880
AACG	2013-10-25	-0.153	-0.022	4,584	22,997,658	0.038	0.191	35.389	98.199997	52,316,616	19,540
AACG	2013-11-01	-0.153	0	3,489	23,000,000	0.032	0.185	144.306	96.599998	48,703,052	11,020
AACG	2013-11-08	-0.167	-0.014	3,489	23,002,366	0.032	0.199	27.153999	97.300003	45,089,488	9,660
AACG	2013-11-15	-0.078	0.089	1,188	22,995,286	0.014	0.093	77.771004	97.5	54,074,716	3,860
AACG	2013-11-22	-0.192	-0.113	1,188	23,000,002	0.014	0.206	969.77301	94.300003	63,059,944	9,660
AACG	2013-11-29	-0.108	0.083	1,188	23,007,334	0.014	0.122	122.947998	94.099998	72,045,168	11,325
AACG	2013-12-06	-0.143	-0.035	1,191	23,010,472	0.013	0.157	107.373001	87.900002	81,030,400	26,000
AACG	2013-12-13	-0.177	-0.034	1,191	23,000,000	0.013	0.19	493.700012	92	90,015,624	11,660
AACG	2013-12-20	-0.102	0.075	7,069	22,989,950	0.05	0.151	40.993	91.5	99,000,848	13,020
AACG	2013-12-27	-0.085	0.017	7,069	22,995,050	0.05	0.135	12.375	92.900002	107,986,080	9,800
AACG	2014-01-03	-0.051	0.034	1,350	23,002,544	0.014	0.065	48.568001	90.400002	116,971,304	8,975
AACG	2014-01-10	-0.114	-0.063	1,350	23,000,000	0.014	0.127	78.793999	92	125,956,528	30,300
AACG	2014-01-17	-0.041	0.072	1,693	22,999,998	0.016	0.058	78.723	89.699997	134,941,760	8,220
AACG	2014-01-24	-0.106	-0.065	1,693	23,000,000	0.016	0.123	78.061996	92	143,926,992	15,700
AACG	2014-01-31	-0.009	0.097	6,797	23,000,000	0.051	0.06	9.017	92	152,912,224	3,080
AACG	2014-02-07	-0.051	-0.042	6,797	23,010,202	0.051	0.103	15.859	90.199997	161,897,440	2,520
AACG	2014-02-14	0.005	0.056	6,797	23,007,518	0.052	0.047	68.316002	91.800003	170,882,672	12,680
AACG	2014-02-21	-0.066	-0.071	5,999	23,002,544	0.049	0.114	21.622999	90.400002	179,867,888	2,100
AACG	2014-02-28	-0.111	-0.046	5,999	23,000,000	0.048	0.16	99.781998	98.900002	188,853,120	8,740
AACG	2014-03-07	-0.081	0.03	6,391	23,008,660	0.049	0.13	43.584	106.300003	178,838,256	102,560
AACG	2014-03-14	-0.095	-0.014	6,391	22,992,700	0.049	0.144	40.490002	94.5	168,823,408	38,620
AACG	2014-03-21	-0.153	-0.058	1,090	22,990,430	0.014	0.166	83.003998	96.099998	158,808,544	14,180
AACG	2014-03-28	-0.23	-0.077	1,090	23,002,480	0.014	0.244	33.596001	92.699997	148,793,696	36,620
AACG	2014-04-04	-0.101	0.129	270	22,990,198	0.007	0.108	468.641998	93.800003	138,778,832	21,780
AACG	2014-04-11	-0.111	-0.01	270	23,007,334	0.007	0.118	1,372.310059	94.099998	128,763,968	33,340
AACG	2014-04-18	-0.16	-0.049	1,288	23,012,046	0.017	0.177	573.203979	95.5	118,749,112	14,225
AACG	2014-04-25	-0.179	-0.019	1,288	23,004,926	0.017	0.196	83.403	93.400002	108,734,248	45,500
AACG	2014-05-02	-0.013	0.166	6,516	22,990,866	0.048	0.061	16.224001	100.699997	98,719,392	11,280
AACG	2014-05-09	-0.094	-0.081	6,516	23,006,834	0.048	0.142	53.206001	101	88,704,536	7,000
AACG	2014-05-16	-0.037	0.057	7,910	23,008,850	0.058	0.095	38.762001	104	78,689,672	14,120
AACG	2014-05-23	-0.058	-0.021	7,910	23,004,386	0.058	0.116	15.243	104.900002	68,674,816	12,740
AACG	2014-05-30	-0.093	-0.034	4,895	23,037,734	0.04	0.132	950.380981	122.099998	58,659,956	36,475
AACG	2014-06-06	-0.142	-0.049	4,895	23,054,990	0.039	0.181	13.358	113.199997	58,659,956	16,660
AACG	2014-06-13	-0.073	0.068	4,895	23,043,478	0.039	0.112	56.838001	106	58,659,956	5,700
AACG	2014-06-20	-0.055	0.018	3,236	23,043,478	0.03	0.085	36.765999	106	58,659,956	4,580
AACG	2014-06-27	-0.079	-0.024	3,236	23,038,794	0.03	0.108	25.445999	106.900002	58,659,956	9,800
AACG	2014-07-04	-0.011	0.067	1,699	23,053,762	0.019	0.031	98.655998	107.199997	62,936,208	9,000
AACG	2014-07-11	-0.076	-0.065	1,699	23,040,380	0.019	0.096	48.984001	97	67,212,464	27,740
AACG	2014-07-18	-0.056	0.02	3,064	23,053,614	0.026	0.082	15.479	98.900002	71,488,712	4,040
AACG	2014-07-25	-0.211	-0.155	3,064	23,037,190	0.026	0.237	4,666.483887	111.5	75,764,968	60,100
AACG	2014-08-01	-0.071	0.14	5,507	23,035,714	0.044	0.115	16.854	103.199997	80,041,224	21,600
AACG	2014-08-08	-0.12	-0.049	5,507	23,046,356	0.044	0.164	7,964.441895	104.400002	84,317,472	7,700
AACG	2014-08-15	-0.061	0.059	4,130	23,042,554	0.035	0.096	29.987	108.300003	85,614,648	15,700
AACG	2014-08-22	-0.124	-0.063	4,130	23,043,478	0.035	0.159	70.758003	106	86,911,824	30,500
AACG	2014-08-29	-0.012	0.112	4,130	23,038,794	0.035	0.047	36.397999	106.900002	88,209,008	8,000
AACG	2014-09-05	-0.086	-0.074	3,350	23,040,684	0.029	0.116	24.295	107.599998	89,506,184	10,750
AACG	2014-09-12	-0.143	-0.057	3,350	23,044,444	0.029	0.172	346.825989	103.699997	90,803,360	6,900

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