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	2016-12-30	-0.059	0.017	10,310	22,930,110	0.049	0.108	11.024	85.300003	162,351,920	5,375
AACG	2017-01-06	-0.061	-0.002	10,310	22,921,052	0.049	0.11	55.901001	87.099998	176,240,496	2,450
AACG	2017-01-13	-0.059	0.002	10,310	22,932,550	0.05	0.109	600.245972	78.199997	190,129,072	6,760
AACG	2017-01-20	-0.007	0.052	8,808	22,929,292	0.042	0.05	7.658	68.099998	204,017,648	10,600
AACG	2017-01-27	-0.051	-0.043	8,808	22,918,034	0.043	0.093	12.038	69.900002	217,906,240	6,640
AACG	2017-02-03	-0.073	-0.022	3,469	22,915,452	0.021	0.094	524.059998	78.599998	231,794,816	14,500
AACG	2017-02-10	-0.094	-0.022	3,469	22,937,852	0.022	0.116	52.069	81.199997	245,683,392	11,660
AACG	2017-02-17	-0.069	0.026	1,400	22,938,006	0.012	0.08	31.990999	85.099998	259,571,968	17,300
AACG	2017-02-24	-0.1	-0.031	1,400	22,924,284	0.012	0.111	196.746994	87.800003	273,460,544	19,200
AACG	2017-03-03	-0.037	0.063	16,836	22,938,006	0.076	0.113	7.778	85.099998	256,566,896	21,680
AACG	2017-03-10	-0.094	-0.058	16,836	22,918,918	0.076	0.171	2.149	84.800003	239,673,232	20,580
AACG	2017-03-17	-0.037	0.057	5,804	22,923,496	0.039	0.076	9.537	83.900002	222,779,568	12,820
AACG	2017-03-24	-0.108	-0.071	5,804	22,936,708	0.039	0.147	50.905998	90.599998	205,885,904	16,680
AACG	2017-03-31	-0.053	0.056	6,423	22,921,052	0.041	0.094	19.854	87.099998	188,992,240	7,980
AACG	2017-04-07	-0.088	-0.035	6,423	22,930,590	0.041	0.129	2,218.434082	89.199997	172,098,576	22,200
AACG	2017-04-14	-0.042	0.046	6,423	22,915,532	0.042	0.084	11.361	84.099998	155,204,928	12,675
AACG	2017-04-21	-0.058	-0.016	3,728	22,918,918	0.027	0.085	21.268	84.800003	138,311,264	12,040
AACG	2017-04-28	-0.033	0.025	5,220	22,931,506	0.035	0.069	19.513	83.699997	121,417,600	21,340
AACG	2017-05-05	-0.048	-0.015	5,220	22,923,496	0.035	0.083	20.107	83.900002	104,523,936	21,640
AACG	2017-05-12	-0.126	-0.078	5,220	22,921,348	0.035	0.162	41.984001	81.599998	87,630,272	35,360
AACG	2017-05-19	-0.027	0.099	5,693	22,941,178	0.037	0.064	22.795	81.900002	70,736,616	9,240
AACG	2017-05-26	-0.085	-0.057	5,693	22,929,578	0.037	0.122	146.988998	81.400002	53,842,952	8,000
AACG	2017-06-02	-0.054	0.031	13,597	24,250,680	0.063	0.117	4.709	89	36,949,288	11,600
AACG	2017-06-09	-0.121	-0.067	13,597	24,233,130	0.063	0.184	22.535999	118.5	43,660,096	128,840
AACG	2017-06-16	-0.076	0.045	5,524	24,233,260	0.037	0.113	24.837999	112.199997	50,370,904	45,480
AACG	2017-06-23	-0.097	-0.022	5,524	24,244,306	0.037	0.134	129.464005	117.099998	57,081,712	12,440
AACG	2017-06-30	-0.046	0.051	4,768	24,251,100	0.032	0.078	152.190994	110.099998	63,792,520	5,309.799805
AACG	2017-07-07	-0.064	-0.018	4,768	24,247,022	0.032	0.095	19.204	111.900002	70,503,328	2,555
AACG	2017-07-14	0.01	0.073	4,768	24,248,366	0.032	0.022	16.731001	111.300003	77,214,136	5,383.399902
AACG	2017-07-21	-0.052	-0.062	7,854	24,232,364	0.045	0.097	92.606003	116.800003	83,924,944	6,141.200195
AACG	2017-07-28	-0.027	0.025	7,854	24,234,044	0.045	0.072	19.916	113.900002	90,635,752	7,484.399902
AACG	2017-08-04	-0.032	-0.005	7,662	24,230,770	0.042	0.074	14.85	113.400002	97,346,560	4,715
AACG	2017-08-11	-0.059	-0.026	7,662	24,250,000	0.042	0.101	76.143997	116.400002	104,057,368	5,827.399902
AACG	2017-08-18	-0.083	-0.024	2,240	24,230,770	0.02	0.102	140.242996	113.400002	101,592,816	4,205
AACG	2017-08-25	-0.068	0.014	2,240	24,248,366	0.02	0.088	39.118	111.300003	99,128,272	9,137.400391
AACG	2017-09-01	-0.025	0.043	2,988	24,236,558	0.025	0.05	49.049	112.699997	96,663,728	24,675.800781
AACG	2017-09-08	-0.079	-0.054	2,988	24,242,424	0.025	0.104	41.394001	112	94,199,168	13,158.5
AACG	2017-09-15	-0.005	0.074	2,004	24,234,044	0.02	0.025	54.368	113.900002	91,734,624	3,082.600098
AACG	2017-09-22	-0.053	-0.048	2,004	24,247,422	0.02	0.072	82.514999	117.599998	89,270,072	11,003
AACG	2017-09-29	0.008	0.061	2,004	24,247,422	0.02	0.012	42.643002	117.599998	86,805,520	4,702.200195
AACG	2017-10-06	-0.068	-0.076	1,519	24,234,044	0.014	0.083	69.468002	113.900002	84,340,976	5,191.200195
AACG	2017-10-13	-0.055	0.013	1,519	24,240,508	0.014	0.069	49.911999	114.900002	81,876,424	3,308.800049
AACG	2017-10-20	0.017	0.071	2,447	24,238,552	0.021	0.004	15.292	113.800003	79,411,880	516.400024
AACG	2017-10-27	-0.089	-0.106	2,447	24,234,044	0.021	0.11	202.427002	113.900002	76,947,328	4,465.600098
AACG	2017-11-03	0.006	0.095	4,449	24,234,234	0.031	0.025	28.917999	107.599998	74,482,776	2,953
AACG	2017-11-10	-0.078	-0.084	4,449	24,229,886	0.031	0.109	19.93	105.400002	72,018,232	3,250.800049
AACG	2017-11-17	-0.053	0.025	8,398	24,236,902	0.048	0.101	14.374	106.400002	69,553,680	4,362
AACG	2017-11-24	-0.08	-0.028	8,398	24,235,294	0.049	0.129	12.164	123.599998	83,270,032	17,218
AACG	2017-12-01	-0.056	0.024	5,074	24,243,026	0.034	0.09	15.428	121.699997	96,986,384	10,057.400391
AACG	2017-12-08	-0.147	-0.091	5,074	24,238,922	0.034	0.181	401.884003	125.800003	110,702,744	19,212
AACG	2017-12-15	-0.062	0.085	9,003	24,248,608	0.049	0.111	10.083	130.699997	124,419,096	35,786.199219
AACG	2017-12-22	-0.087	-0.025	9,003	24,247,620	0.049	0.136	13.619	127.300003	138,135,456	4,730.399902
AACG	2017-12-29	-0.021	0.066	9,003	24,242,424	0.049	0.07	5.19	112	151,851,808	3,819.75
AACG	2018-01-05	-0.125	-0.104	2,483	24,240,740	0.02	0.146	19.48	130.899994	165,568,160	19,099
AACG	2018-01-12	-0.117	0.009	2,483	24,244,082	0.02	0.137	201.375	133.100006	179,284,512	3,346.199951
AACG	2018-01-19	-0.036	0.081	1,709	24,242,958	0.015	0.051	67.526001	137.699997	193,000,864	12,628
AACG	2018-01-26	-0.105	-0.069	1,709	24,237,624	0.015	0.119	52.492001	122.400002	206,717,216	7,533.200195
AACG	2018-02-02	-0.022	0.082	5,402	24,239,130	0.033	0.056	24.511	111.5	220,433,568	7,304.200195
AACG	2018-02-09	-0.165	-0.143	5,402	24,241,378	0.033	0.198	65.359001	140.600006	234,149,920	59,036
AACG	2018-02-16	-0.067	0.098	2,647	24,242,990	0.02	0.086	35.319	129.699997	247,866,288	8,834.400391
AACG	2018-02-23	-0.135	-0.069	2,647	24,242,990	0.02	0.155	178.264008	129.699997	261,582,640	10,110.25
AACG	2018-03-02	-0.047	0.088	1,382	24,233,716	0.015	0.062	402.165009	126.5	275,298,976	3,714.199951
AACG	2018-03-09	-0.084	-0.036	1,382	24,241,246	0.015	0.099	33.612	124.599998	289,015,328	3,295.199951
AACG	2018-03-16	-0.008	0.076	184	24,250,000	0.005	0.013	457.75	126.099998	302,731,712	20,074.199219
AACG	2018-03-23	-0.147	-0.138	184	23,882,574	0.005	0.152	208.421005	126.099998	316,448,064	1,992.800049
AACG	2018-03-30	-0.047	0.099	1,141	23,884,614	0.012	0.06	39.5	124.199997	316,448,064	10,378.75
AACG	2018-04-06	-0.109	-0.062	1,141	23,867,924	0.012	0.121	100.844002	126.5	316,448,064	15,294.599609
AACG	2018-04-13	-0.087	0.022	2,280	23,885,716	0.02	0.107	43.312	125.400002	316,448,064	5,976.600098
AACG	2018-04-20	-0.041	0.046	2,280	23,871,562	0.02	0.061	210.964005	130.100006	237,390,656	7,217.799805
AACG	2018-04-27	-0.029	0.012	2,280	23,874,754	0.02	0.049	31.669001	122	158,333,280	4,144.200195
AACG	2018-05-04	-0.022	0.007	13,385	23,883,194	0.063	0.086	2.589	123.5	79,275,888	1,385.400024
AACG	2018-05-11	-0.048	-0.025	13,385	23,867,924	0.064	0.111	4.474	126.5	218,499.015625	3,734.800049
AACG	2018-05-18	-0.075	-0.027	6,797	23,871,596	0.045	0.12	11.624	122.699997	208,397.359375	2,176
AACG	2018-05-25	-0.083	-0.008	6,797	23,878,326	0.045	0.127	13.18	125.599998	198,295.71875	2,595.600098
AACG	2018-06-01	-0.012	0.071	14,327	23,883,496	0.066	0.078	13.678	123	188,194.078125	2,778.5
AACG	2018-06-08	-0.1	-0.088	14,327	23,873,442	0.066	0.166	4.736	124.5	178,092.421875	5,235.600098
AACG	2018-06-15	-0.016	0.084	12,034	23,874,754	0.059	0.075	42.078999	122	167,990.78125	408.200012
AACG	2018-06-22	-0.089	-0.073	12,034	23,872,834	0.059	0.148	8.977	123.900002	157,889.140625	4,349.399902
AACG	2018-06-29	-0.011	0.078	12,034	23,866,348	0.059	0.07	5.041	100	147,787.5	5,844.399902
AACG	2018-07-06	-0.088	-0.077	8,062	23,866,702	0.044	0.133	12.678	97.400002	137,685.859375	7,631
AACG	2018-07-13	-0.095	-0.007	8,062	23,866,668	0.044	0.139	11.584	107.400002	127,584.210938	4,511.399902
AACG	2018-07-20	-0.02	0.075	9,067	23,871,734	0.045	0.065	6.689	100.5	117,482.570313	4,641.799805
AACG	2018-07-27	-0.068	-0.048	9,067	23,871,682	0.045	0.113	9.479	107.900002	107,380.929688	3,358.800049
AACG	2018-08-03	-0.051	0.017	20,642	23,868,130	0.073	0.124	6.96	108.599998	97,279.289063	1,976.400024
AACG	2018-08-10	-0.254	-0.203	20,642	23,877,110	0.074	0.328	44.546001	143	87,177.640625	129,603.796875
AACG	2018-08-17	-0.182	0.073	16,045	23,873,456	0.063	0.245	13.289	154.699997	77,076	216,094
AACG	2018-08-24	-0.32	-0.138	16,045	23,883,930	0.063	0.383	12.748	160.5	161,077.578125	146,594.40625
AACG	2018-08-31	-0.277	0.043	23,128	23,870,966	0.078	0.355	170.360001	51.799999	245,079.171875	5,711,104.5
AACG	2018-09-07	-0.399	-0.122	23,128	23,895,348	0.078	0.477	13.495	41.099998	329,080.75	418,222.03125
AACG	2018-09-14	-0.309	0.089	23,128	23,909,772	0.078	0.388	12.263	31.799999	413,082.34375	373,619
AACG	2018-09-21	0.073	0.382	548,657	23,893,804	0.49	0.417	0.495	27	497,083.90625	168,559.40625
AACG	2018-09-28	0.162	0.089	548,657	23,904,764	0.49	0.328	0.381	25.1	581,085.5	80,856.398438
AACG	2018-10-05	-0.238	-0.4	76,578	23,870,966	0.15	0.388	6.047	25.9	665,087.0625	541,472
AACG	2018-10-12	-0.101	0.137	76,578	23,904,764	0.15	0.251	4	25.1	749,088.6875	58,026.601563
AACG	2018-10-19	-0.258	-0.157	78,861	23,846,156	0.145	0.403	5.768	27.9	833,090.25	563,066.375
AACG	2018-10-26	-0.263	-0.006	78,861	23,839,286	0.145	0.408	2.819	26.700001	917,091.8125	272,006.40625
AACG	2018-11-02	-0.22	0.043	92,263	23,846,156	0.166	0.386	1.84	27.9	1,001,093.4375	141,727.40625
AACG	2018-11-09	-0.282	-0.062	92,263	23,879,230	0.166	0.448	3.016	26.1	1,085,095	249,300.203125
AACG	2018-11-16	-0.063	0.219	121,043	23,900,000	0.194	0.257	1.067	23.9	1,022,474.25	66,101.398438
AACG	2018-11-23	-0.118	-0.055	121,043	23,883,496	0.194	0.312	0.739	24.6	959,853.5625	59,847.246094

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