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	2016-08-19	0.007	0.034	15,467	22,926,210	0.068	0.061	10.028	90.099998	94,404,624	1,720
AACG	2016-08-26	-0.06	-0.067	15,467	22,937,220	0.068	0.128	7.367	102.300003	91,965,224	2,940
AACG	2016-09-02	-0.003	0.057	25,953	22,924,106	0.099	0.102	4.991	102.699997	89,525,824	3,900
AACG	2016-09-09	-0.032	-0.029	25,953	22,924,336	0.1	0.132	3.544	112.099998	87,086,432	4,300
AACG	2016-09-16	-0.017	0.015	15,944	22,928,870	0.07	0.088	5.711	109.599998	84,647,032	1,340
AACG	2016-09-23	-0.067	-0.05	15,944	22,926,828	0.07	0.137	53.504002	103.400002	82,207,640	6,400
AACG	2016-09-30	-0.017	0.05	8,304	22,916,668	0.036	0.053	11.597	93.5	79,768,240	25,960
AACG	2016-10-07	-0.105	-0.088	8,304	22,916,668	0.036	0.141	42.157001	93.5	77,328,840	2,840
AACG	2016-10-14	-0.061	0.043	8,304	22,936,508	0.036	0.097	17.951	86.699997	74,889,448	3,660
AACG	2016-10-21	-0.098	-0.037	1,224	22,914,438	0.01	0.108	64.647003	85.699997	72,450,048	840
AACG	2016-10-28	-0.103	-0.005	1,224	22,929,578	0.01	0.114	482.738007	81.400002	70,010,648	6,340
AACG	2016-11-04	-0.086	0.018	327	22,933,332	0.005	0.091	912.64801	86	67,571,256	15,480
AACG	2016-11-11	-0.146	-0.06	327	22,926,830	0.005	0.151	485.154999	94	65,131,856	29,780
AACG	2016-11-18	-0.115	0.03	348	22,928,574	0.005	0.12	183.848999	96.300003	79,020,432	880
AACG	2016-11-25	-0.112	0.003	348	22,928,574	0.005	0.117	487.809998	96.300003	92,909,016	4,125
AACG	2016-12-02	-0.094	0.019	4,415	22,918,918	0.024	0.117	37.487999	84.800003	106,797,592	6,460
AACG	2016-12-09	-0.071	0.023	4,415	22,932,332	0.023	0.094	30.09	91.5	120,686,176	4,320
AACG	2016-12-16	-0.089	-0.018	3,863	22,935,066	0.021	0.11	37.348999	88.300003	134,574,752	2,360
AACG	2016-12-23	-0.073	0.016	3,863	22,924,284	0.021	0.094	21.954	87.800003	148,463,328	1,180
AACG	2016-12-30	-0.032	0.04	10,310	22,930,110	0.049	0.081	7.074	85.300003	162,351,920	5,375
AACG	2017-01-06	-0.065	-0.033	10,310	22,921,052	0.049	0.114	6.366	87.099998	176,240,496	2,450
AACG	2017-01-13	-0.008	0.057	10,310	22,932,550	0.049	0.057	4.771	78.199997	190,129,072	6,760
AACG	2017-01-20	-0.033	-0.025	8,808	22,929,292	0.042	0.075	13.648	68.099998	204,017,648	10,600
AACG	2017-01-27	-0.052	-0.019	8,808	22,918,034	0.043	0.094	16.32	69.900002	217,906,240	6,640
AACG	2017-02-03	-0.057	-0.006	3,469	22,915,452	0.021	0.078	75.745003	78.599998	231,794,816	14,500
AACG	2017-02-10	-0.093	-0.036	3,469	22,937,852	0.021	0.115	42.889999	81.199997	245,683,392	11,660
AACG	2017-02-17	-0.068	0.025	1,400	22,938,006	0.011	0.08	59.194	85.099998	259,571,968	17,300
AACG	2017-02-24	-0.108	-0.039	1,400	22,924,284	0.011	0.119	56.32	87.800003	273,460,544	19,200
AACG	2017-03-03	-0.053	0.055	16,836	22,938,006	0.076	0.129	8.802	85.099998	256,566,896	21,680
AACG	2017-03-10	-0.144	-0.091	16,836	22,918,918	0.076	0.22	68.612999	84.800003	239,673,232	20,580
AACG	2017-03-17	-0.062	0.082	5,804	22,923,496	0.038	0.101	13.353	83.900002	222,779,568	12,820
AACG	2017-03-24	-0.101	-0.038	5,804	22,936,708	0.038	0.139	33.727001	90.599998	205,885,904	16,680
AACG	2017-03-31	-0.046	0.055	6,423	22,921,052	0.041	0.087	12.84	87.099998	188,992,240	7,980
AACG	2017-04-07	-0.082	-0.036	6,423	22,930,590	0.041	0.123	23.721001	89.199997	172,098,576	22,200
AACG	2017-04-14	-0.077	0.004	6,423	22,915,532	0.041	0.119	14.862	84.099998	155,204,928	12,675
AACG	2017-04-21	-0.089	-0.012	3,728	22,918,918	0.027	0.116	114.316002	84.800003	138,311,264	12,040
AACG	2017-04-28	-0.054	0.036	5,220	22,931,506	0.035	0.089	23.958	83.699997	121,417,600	21,340
AACG	2017-05-05	-0.065	-0.011	5,220	22,923,496	0.035	0.1	39.683998	83.900002	104,523,936	21,640
AACG	2017-05-12	-0.11	-0.046	5,220	22,921,348	0.035	0.145	23.729	81.599998	87,630,272	35,360
AACG	2017-05-19	-0.054	0.057	5,693	22,941,178	0.036	0.09	15.646	81.900002	70,736,616	9,240
AACG	2017-05-26	-0.098	-0.045	5,693	22,929,578	0.036	0.135	31.086	81.400002	53,842,952	8,000
AACG	2017-06-02	-0.068	0.03	13,597	24,250,680	0.062	0.13	9.884	89	36,949,288	11,600
AACG	2017-06-09	-0.111	-0.043	13,597	24,233,130	0.062	0.174	22.464001	118.5	43,660,096	128,840
AACG	2017-06-16	-0.189	-0.078	5,524	24,233,260	0.037	0.226	2,736.726074	112.199997	50,370,904	45,480
AACG	2017-06-23	-0.081	0.108	5,524	24,244,306	0.036	0.117	26.867001	117.099998	57,081,712	12,440
AACG	2017-06-30	-0.064	0.017	4,768	24,251,100	0.031	0.095	100.555	110.099998	63,792,520	5,309.799805
AACG	2017-07-07	-0.131	-0.067	4,768	24,247,022	0.031	0.162	139.494995	111.900002	70,503,328	2,555
AACG	2017-07-14	-0.019	0.112	4,768	24,248,366	0.032	0.051	11.942	111.300003	77,214,136	5,383.399902
AACG	2017-07-21	-0.052	-0.033	7,854	24,232,364	0.044	0.096	43.681	116.800003	83,924,944	6,141.200195
AACG	2017-07-28	-0.066	-0.015	7,854	24,234,044	0.045	0.111	11.756	113.900002	90,635,752	7,484.399902
AACG	2017-08-04	-0.045	0.022	7,662	24,230,770	0.042	0.086	12.826	113.400002	97,346,560	4,715
AACG	2017-08-11	-0.066	-0.021	7,662	24,250,000	0.042	0.108	23.372999	116.400002	104,057,368	5,827.399902
AACG	2017-08-18	-0.088	-0.022	2,240	24,230,770	0.02	0.108	27.186001	113.400002	101,592,816	4,205
AACG	2017-08-25	-0.064	0.025	2,240	24,248,366	0.02	0.083	152.688995	111.300003	99,128,272	9,137.400391
AACG	2017-09-01	-0.033	0.031	2,988	24,236,558	0.025	0.057	38.712002	112.699997	96,663,728	24,675.800781
AACG	2017-09-08	-0.061	-0.029	2,988	24,242,424	0.025	0.086	38.278	112	94,199,168	13,158.5
AACG	2017-09-15	-0.023	0.038	2,004	24,234,044	0.019	0.043	22.785	113.900002	91,734,624	3,082.600098
AACG	2017-09-22	-0.105	-0.082	2,004	24,247,422	0.019	0.124	211.598007	117.599998	89,270,072	11,003
AACG	2017-09-29	-0.016	0.089	2,004	24,247,422	0.019	0.036	71.785004	117.599998	86,805,520	4,702.200195
AACG	2017-10-06	-0.064	-0.047	1,519	24,234,044	0.014	0.078	42.452	113.900002	84,340,976	5,191.200195
AACG	2017-10-13	-0.092	-0.028	1,519	24,240,508	0.014	0.106	40.606998	114.900002	81,876,424	3,308.800049
AACG	2017-10-20	-0.018	0.074	2,447	24,238,552	0.02	0.038	218.052002	113.800003	79,411,880	516.400024
AACG	2017-10-27	-0.036	-0.018	2,447	24,234,044	0.021	0.057	78.918999	113.900002	76,947,328	4,465.600098
AACG	2017-11-03	0.002	0.038	4,449	24,234,234	0.031	0.029	41.915001	107.599998	74,482,776	2,953
AACG	2017-11-10	-0.069	-0.071	4,449	24,229,886	0.031	0.1	17.389999	105.400002	72,018,232	3,250.800049
AACG	2017-11-17	-0.069	0	8,398	24,236,902	0.048	0.116	20.479	106.400002	69,553,680	4,362
AACG	2017-11-24	-0.089	-0.02	8,398	24,235,294	0.048	0.137	9.273	123.599998	83,270,032	17,218
AACG	2017-12-01	-0.054	0.035	5,074	24,243,026	0.034	0.088	7.623	121.699997	96,986,384	10,057.400391
AACG	2017-12-08	-0.1	-0.046	5,074	24,238,922	0.034	0.134	11.982	125.800003	110,702,744	19,212
AACG	2017-12-15	-0.066	0.034	9,003	24,248,608	0.048	0.114	15.992	130.699997	124,419,096	35,786.199219
AACG	2017-12-22	-0.191	-0.125	9,003	24,247,620	0.049	0.239	51.548	127.300003	138,135,456	4,730.399902
AACG	2017-12-29	-0.044	0.147	9,003	24,242,424	0.049	0.092	9.688	112	151,851,808	3,819.75
AACG	2018-01-05	-0.195	-0.151	2,483	24,240,740	0.02	0.215	208.149002	130.899994	165,568,160	19,099
AACG	2018-01-12	-0.137	0.058	2,483	24,244,082	0.02	0.157	24.68	133.100006	179,284,512	3,346.199951
AACG	2018-01-19	-0.05	0.087	1,709	24,242,958	0.015	0.064	86.324997	137.699997	193,000,864	12,628
AACG	2018-01-26	-0.148	-0.099	1,709	24,237,624	0.015	0.163	332.200012	122.400002	206,717,216	7,533.200195
AACG	2018-02-02	-0.046	0.102	5,402	24,239,130	0.033	0.079	143.546997	111.5	220,433,568	7,304.200195
AACG	2018-02-09	-0.142	-0.096	5,402	24,241,378	0.033	0.175	30.582001	140.600006	234,149,920	59,036
AACG	2018-02-16	-0.073	0.069	2,647	24,242,990	0.019	0.093	65.024002	129.699997	247,866,288	8,834.400391
AACG	2018-02-23	-0.157	-0.083	2,647	24,242,990	0.02	0.177	166.296005	129.699997	261,582,640	10,110.25
AACG	2018-03-02	-0.069	0.088	1,382	24,233,716	0.015	0.084	84.419998	126.5	275,298,976	3,714.199951
AACG	2018-03-09	-0.097	-0.028	1,382	24,241,246	0.015	0.112	59.042	124.599998	289,015,328	3,295.199951
AACG	2018-03-16	-0.043	0.055	184	24,250,000	0.005	0.048	852.499023	126.099998	302,731,712	20,074.199219
AACG	2018-03-23	-0.181	-0.139	184	23,882,574	0.005	0.186	421.07901	126.099998	316,448,064	1,992.800049
AACG	2018-03-30	-0.087	0.095	1,141	23,884,614	0.012	0.099	31.496	124.199997	316,448,064	10,378.75
AACG	2018-04-06	-0.175	-0.089	1,141	23,867,924	0.012	0.188	1,704.640015	126.5	316,448,064	15,294.599609
AACG	2018-04-13	-0.111	0.065	2,280	23,885,716	0.02	0.131	25.766001	125.400002	316,448,064	5,976.600098
AACG	2018-04-20	-0.039	0.072	2,280	23,871,562	0.02	0.059	22.065001	130.100006	237,390,656	7,217.799805
AACG	2018-04-27	-0.073	-0.035	2,280	23,874,754	0.02	0.093	29.909	122	158,333,280	4,144.200195
AACG	2018-05-04	-0.057	0.016	13,385	23,883,194	0.063	0.12	3.954	123.5	79,275,888	1,385.400024
AACG	2018-05-11	-0.063	-0.006	13,385	23,867,924	0.063	0.127	10.21	126.5	218,499.015625	3,734.800049
AACG	2018-05-18	-0.134	-0.071	6,797	23,871,596	0.045	0.179	77.747002	122.699997	208,397.359375	2,176
AACG	2018-05-25	-0.12	0.014	6,797	23,878,326	0.044	0.164	22.261999	125.599998	198,295.71875	2,595.600098
AACG	2018-06-01	-0.048	0.071	14,327	23,883,496	0.066	0.114	33.016998	123	188,194.078125	2,778.5
AACG	2018-06-08	-0.112	-0.063	14,327	23,873,442	0.066	0.177	9.73	124.5	178,092.421875	5,235.600098
AACG	2018-06-15	-0.032	0.08	12,034	23,874,754	0.059	0.091	42.747002	122	167,990.78125	408.200012
AACG	2018-06-22	-0.08	-0.048	12,034	23,872,834	0.059	0.139	8.257	123.900002	157,889.140625	4,349.399902
AACG	2018-06-29	-0.013	0.067	12,034	23,866,348	0.059	0.072	5.453	100	147,787.5	5,844.399902
AACG	2018-07-06	-0.109	-0.096	8,062	23,866,702	0.044	0.153	7.04	97.400002	137,685.859375	7,631
AACG	2018-07-13	-0.105	0.003	8,062	23,866,668	0.044	0.149	7.784	107.400002	127,584.210938	4,511.399902

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