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	2014-09-19	-0.048	0.095	4,863	23,038,550	0.036	0.084	24.908001	101.599998	92,100,536	11,840
AACG	2014-09-26	-0.061	-0.013	4,863	23,044,444	0.035	0.097	12.041	103.699997	93,397,712	4,760
AACG	2014-10-03	-0.019	0.043	2,755	23,049,328	0.021	0.039	42.589001	102.800003	94,694,888	5,220
AACG	2014-10-10	-0.04	-0.021	2,755	23,046,510	0.021	0.061	24.931	99.099998	95,992,064	5,080
AACG	2014-10-17	-0.076	-0.036	1,626	23,039,444	0.015	0.091	49.153999	99.300003	97,289,240	3,380
AACG	2014-10-24	-0.059	0.017	1,626	23,054,892	0.015	0.074	174.292007	96.599998	98,586,416	11,900
AACG	2014-10-31	-0.029	0.03	3,001	23,050,000	0.026	0.055	24.427	92.199997	99,883,592	9,360
AACG	2014-11-07	-0.081	-0.052	3,001	23,050,846	0.026	0.107	66.847	95.199997	101,180,768	3,780
AACG	2014-11-14	-0.008	0.073	3,001	23,057,644	0.027	0.035	23.736	92	102,477,952	6,860
AACG	2014-11-21	-0.05	-0.042	3,604	23,049,096	0.029	0.079	12.512	89.199997	104,060,248	6,520
AACG	2014-11-28	-0.087	-0.037	3,604	23,041,236	0.029	0.116	38.355	89.400002	105,642,552	7,025
AACG	2014-12-05	-0.117	-0.03	360	23,054,662	0.007	0.124	1,905.456055	71.699997	107,224,856	11,320
AACG	2014-12-12	-0.099	0.018	360	23,045,976	0.007	0.106	174.619003	80.199997	108,807,160	9,540
AACG	2014-12-19	-0.081	0.017	590	23,057,142	0.009	0.091	216.126007	80.699997	110,389,464	18,420
AACG	2014-12-26	-0.133	-0.052	590	23,052,632	0.009	0.143	108.749001	87.599998	111,971,768	15,125
AACG	2015-01-02	-0.066	0.067	1,699	23,042,554	0.019	0.085	123.971001	108.300003	113,554,072	33,350
AACG	2015-01-09	-0.143	-0.077	1,699	23,053,614	0.019	0.162	65.686996	98.900002	115,136,376	19,340
AACG	2015-01-16	-0.096	0.047	8,532	23,053,762	0.055	0.151	3.619	107.199997	116,718,680	30,880
AACG	2015-01-23	-0.145	-0.049	8,532	23,051,548	0.055	0.2	10.211	111.800003	118,300,976	32,775
AACG	2015-01-30	-0.027	0.118	6,931	23,036,438	0.048	0.075	15.173	113.800003	119,883,280	8,380
AACG	2015-02-06	-0.094	-0.067	6,931	23,046,216	0.049	0.142	51.195	109.699997	121,465,584	6,180
AACG	2015-02-13	-0.108	-0.014	6,931	23,036,144	0.049	0.157	18.041	95.599998	123,047,888	10,440
AACG	2015-02-20	-0.075	0.033	3,223	23,043,478	0.026	0.101	84.292	100.699997	117,532,328	4,825
AACG	2015-02-27	-0.063	0.012	3,223	23,037,036	0.026	0.089	20.375	93.300003	112,016,776	5,280
AACG	2015-03-06	-0.075	-0.012	2,903	23,051,280	0.025	0.1	14.723	89.900002	106,501,216	8,800
AACG	2015-03-13	-0.064	0.01	2,903	23,044,554	0.025	0.089	14.086	93.099998	100,985,656	7,420
AACG	2015-03-20	-0.022	0.042	1,763	23,051,280	0.017	0.039	42.692001	89.900002	95,470,096	4,120
AACG	2015-03-27	-0.153	-0.131	1,763	23,047,860	0.017	0.17	729.210999	91.5	89,954,536	10,360
AACG	2015-04-03	-0.027	0.126	4,454	23,033,418	0.034	0.061	44.901001	89.599998	84,438,976	7,550
AACG	2015-04-10	-0.156	-0.129	4,454	23,043,478	0.034	0.19	3,392.236084	106	78,923,424	14,660
AACG	2015-04-17	-0.025	0.13	3,317	23,052,392	0.027	0.052	32.248001	101.199997	73,407,864	4,280
AACG	2015-04-24	-0.161	-0.136	3,317	23,037,190	0.027	0.188	248.522003	111.5	67,892,304	20,640
AACG	2015-05-01	-0.133	0.028	2,573	23,054,298	0.021	0.154	200.009003	101.900002	62,376,744	14,700
AACG	2015-05-08	-0.136	-0.004	2,573	23,050,850	0.021	0.157	44.662998	108.800003	56,861,188	7,800
AACG	2015-05-15	-0.107	0.029	4,589	23,052,632	0.032	0.138	134.669998	109.5	51,345,628	15,640
AACG	2015-05-22	-0.162	-0.055	4,589	23,038,464	0.032	0.194	61.5	119.800003	45,830,072	26,120
AACG	2015-05-29	-0.098	0.064	4,589	22,953,158	0.032	0.129	13.554	112.699997	40,314,512	24,550
AACG	2015-06-05	-0.15	-0.052	5,664	22,962,962	0.043	0.192	18.896	111.599998	40,314,512	18,960
AACG	2015-06-12	-0.181	-0.032	5,664	22,945,590	0.043	0.224	30.957001	122.300003	40,314,512	30,480
AACG	2015-06-19	-0.093	0.088	4,462	22,953,368	0.03	0.124	30.690001	132.899994	40,314,512	42,260
AACG	2015-06-26	-0.316	-0.222	4,462	22,958,676	0.03	0.346	25.184	138.899994	40,314,512	84,660
AACG	2015-07-03	-0.134	0.182	6,595	22,957,488	0.045	0.178	196.731995	124.199997	48,487,960	38,750
AACG	2015-07-10	-0.189	-0.055	6,595	22,946,236	0.045	0.234	15.362	106.699997	56,661,408	43,260
AACG	2015-07-17	-0.105	0.084	17,491	22,956,122	0.082	0.187	22.184	99.400002	64,834,860	55,060
AACG	2015-07-24	-0.175	-0.07	17,491	22,954,546	0.082	0.257	36.054001	90.900002	73,008,304	50,880
AACG	2015-07-31	-0.103	0.072	5,426	22,947,978	0.036	0.139	28.839001	79.400002	81,181,752	35,340
AACG	2015-08-07	-0.131	-0.028	5,426	22,953,216	0.036	0.167	34.688999	78.5	89,355,208	17,920
AACG	2015-08-14	-0.072	0.059	5,426	22,961,782	0.037	0.109	11.361	72.099998	97,528,656	19,100
AACG	2015-08-21	-0.204	-0.132	866	22,945,454	0.01	0.215	350.251007	63.099998	94,136,912	34,760
AACG	2015-08-28	-0.201	0.003	866	22,971,888	0.01	0.211	7,148.700195	57.200001	90,745,168	17,100
AACG	2015-09-04	-0.123	0.078	1,086	22,974,138	0.01	0.133	545.895996	53.299999	87,353,432	23,240
AACG	2015-09-11	-0.184	-0.061	1,086	22,966,102	0.01	0.194	162.824005	54.200001	83,961,680	16,925
AACG	2015-09-18	-0.098	0.086	1,782	22,936,172	0.015	0.112	88.874001	53.900002	80,569,952	21,360
AACG	2015-09-25	-0.149	-0.051	1,782	22,960,002	0.015	0.164	89.236	57.400002	77,178,208	28,500
AACG	2015-10-02	-0.075	0.074	1,526	22,939,068	0.012	0.087	37.703999	64	73,786,472	11,740
AACG	2015-10-09	-0.193	-0.118	1,526	22,967,742	0.012	0.205	229.268005	71.199997	70,394,728	17,740
AACG	2015-10-16	-0.099	0.094	4,714	22,949,852	0.029	0.128	3.263	77.800003	67,002,988	15,380
AACG	2015-10-23	-0.189	-0.09	4,714	22,956,298	0.029	0.218	175.143005	89.300003	63,611,248	35,560
AACG	2015-10-30	-0.094	0.095	5,106	22,942,642	0.031	0.126	69.958	92	60,219,508	17,060
AACG	2015-11-06	-0.17	-0.076	5,106	22,963,856	0.031	0.201	10.873	95.300003	56,827,764	29,220
AACG	2015-11-13	-0.187	-0.017	5,106	22,956,122	0.031	0.218	63.341	99.400002	53,436,024	22,640
AACG	2015-11-20	-0.13	0.057	10,602	22,958,018	0.062	0.192	12.981	120.300003	65,436,152	31,520
AACG	2015-11-27	-0.128	0.002	10,602	22,945,454	0.062	0.19	13.426	126.199997	77,436,280	38,900
AACG	2015-12-04	-0.096	0.032	12,441	22,958,258	0.07	0.166	5.52	126.5	89,436,408	27,440
AACG	2015-12-11	-0.117	-0.022	12,441	22,944,252	0.07	0.188	22.108999	131.699997	101,436,536	42,920
AACG	2015-12-18	-0.063	0.054	13,153	22,945,090	0.073	0.136	8.863	137.899994	113,436,656	65,620
AACG	2015-12-25	-0.134	-0.071	13,153	22,946,428	0.073	0.208	9.222	154.199997	125,436,784	60,775
AACG	2016-01-01	-0.067	0.067	15,509	22,959,502	0.079	0.146	2.937	147.399994	137,436,912	34,600
AACG	2016-01-08	-0.173	-0.106	15,509	22,949,152	0.078	0.252	21.256001	135.399994	149,437,040	90,800
AACG	2016-01-15	-0.055	0.118	13,350	22,954,954	0.074	0.129	13.134	127.400002	161,437,168	53,380
AACG	2016-01-22	-0.11	-0.055	13,350	22,961,608	0.074	0.184	7.686	125.599998	173,437,296	30,025
AACG	2016-01-29	-0.05	0.06	13,350	22,946,594	0.074	0.124	25.141001	124.599998	185,437,424	10,360
AACG	2016-02-05	-0.029	0.021	28,248	22,954,954	0.114	0.143	4.219	127.400002	197,437,552	11,140
AACG	2016-02-12	-0.041	-0.012	28,248	22,954,090	0.114	0.155	3.101	115	209,437,680	8,460
AACG	2016-02-19	0.049	0.09	41,504	22,949,790	0.135	0.086	2.444	109.699997	221,437,792	10,375
AACG	2016-02-26	0.008	-0.041	41,504	22,944,786	0.135	0.127	4.569	112.199997	209,657,776	10,960
AACG	2016-03-04	0.01	0.002	45,360	22,955,974	0.139	0.129	6.082	109.5	197,877,760	8,060
AACG	2016-03-11	0.004	-0.006	45,360	22,961,460	0.139	0.136	3.789	113.199997	186,097,744	5,800
AACG	2016-03-18	0.068	0.064	31,808	22,951,124	0.118	0.051	1.37	122.099998	174,317,712	5,880
AACG	2016-03-25	-0.115	-0.183	31,808	22,946,954	0.118	0.233	1,320.051025	116.800003	162,537,696	312,025
AACG	2016-04-01	0.027	0.142	30,453	22,951,124	0.109	0.081	2.265	122.099998	150,757,680	6,860
AACG	2016-04-08	-0.079	-0.107	30,453	22,955,854	0.109	0.188	6.28	119.599998	138,977,648	29,020
AACG	2016-04-15	0.036	0.116	30,030	22,950,820	0.111	0.074	11.803	126	127,197,632	5,960
AACG	2016-04-22	-0.08	-0.116	30,030	22,952,218	0.11	0.19	2.285	134.5	115,417,616	15,700
AACG	2016-04-29	-0.005	0.074	30,030	22,952,548	0.11	0.116	31.472	130.600006	103,637,592	17,020
AACG	2016-05-06	-0.042	-0.037	26,610	22,949,640	0.102	0.144	4.245	127.599998	91,857,576	14,360
AACG	2016-05-13	0.026	0.068	26,610	22,954,128	0.102	0.077	4.33	125.099998	80,077,552	5,380
AACG	2016-05-20	-0.067	-0.092	21,408	22,950,820	0.092	0.159	20.863001	112	68,297,536	8,720
AACG	2016-05-27	-0.015	0.051	21,408	22,945,892	0.091	0.107	1.348	114.5	56,517,512	8,100
AACG	2016-06-03	-0.017	-0.001	20,148	22,919,848	0.09	0.107	3.067	120.099998	44,737,492	5,850
AACG	2016-06-10	-0.089	-0.072	20,148	22,918,290	0.09	0.178	9.971	117.800003	49,948,144	20,440
AACG	2016-06-17	0.008	0.096	21,237	22,919,130	0.095	0.087	3.918	116.199997	55,158,796	6,820
AACG	2016-06-24	-0.079	-0.087	21,237	22,920,000	0.094	0.174	12.203	114.599998	60,369,448	2,840
AACG	2016-07-01	-0.006	0.074	18,508	22,928,416	0.085	0.091	6.299	105.699997	65,580,104	2,060
AACG	2016-07-08	-0.021	-0.015	18,508	22,938,390	0.085	0.106	7.718	96.800003	70,790,752	7,200
AACG	2016-07-15	-0.016	0.005	16,527	22,930,232	0.069	0.085	5.067	98.599998	76,001,408	7,220
AACG	2016-07-22	-0.066	-0.05	16,527	22,931,034	0.069	0.135	4.543	93.099998	81,212,064	2,880
AACG	2016-07-29	-0.003	0.064	16,527	22,928,760	0.068	0.071	18.851999	86.900002	86,422,712	9,480
AACG	2016-08-05	-0.042	-0.039	17,012	22,914,438	0.071	0.113	20.528	85.699997	91,633,368	5,220
AACG	2016-08-12	-0.027	0.015	17,012	22,926,830	0.07	0.098	10.543	94	96,844,016	10,380

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