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	2018-07-20	-0.076	0.029	9,067	23,871,734	0.045	0.121	10.563	100.5	117,482.570313	4,641.799805
AACG	2018-07-27	-0.121	-0.044	9,067	23,871,682	0.045	0.166	3.56	107.900002	107,380.929688	3,358.800049
AACG	2018-08-03	-0.071	0.049	20,642	23,868,130	0.073	0.144	25.888	108.599998	97,279.289063	1,976.400024
AACG	2018-08-10	-0.223	-0.152	20,642	23,877,110	0.073	0.297	15.271	143	87,177.640625	129,603.796875
AACG	2018-08-17	-0.155	0.069	16,045	23,873,456	0.063	0.217	68.396004	154.699997	77,076	216,094
AACG	2018-08-24	-0.214	-0.059	16,045	23,883,930	0.062	0.276	11.063	160.5	161,077.578125	146,594.40625
AACG	2018-08-31	-0.149	0.064	23,128	23,870,966	0.078	0.227	198.908997	51.799999	245,079.171875	5,711,104.5
AACG	2018-09-07	-0.336	-0.186	23,128	23,895,348	0.078	0.414	13.085	41.099998	329,080.75	418,222.03125
AACG	2018-09-14	-0.19	0.146	23,128	23,909,772	0.078	0.268	13.34	31.799999	413,082.34375	373,619
AACG	2018-09-21	0.119	0.308	548,657	23,893,804	0.49	0.372	0.344	27	497,083.90625	168,559.40625
AACG	2018-09-28	0.17	0.052	548,657	23,904,764	0.49	0.32	0.587	25.1	581,085.5	80,856.398438
AACG	2018-10-05	-0.176	-0.346	76,578	23,870,966	0.15	0.326	5.614	25.9	665,087.0625	541,472
AACG	2018-10-12	-0.109	0.067	76,578	23,904,764	0.15	0.259	1.164	25.1	749,088.6875	58,026.601563
AACG	2018-10-19	-0.229	-0.119	78,861	23,846,156	0.145	0.374	5.791	27.9	833,090.25	563,066.375
AACG	2018-10-26	-0.265	-0.036	78,861	23,839,286	0.145	0.409	23.381001	26.700001	917,091.8125	272,006.40625
AACG	2018-11-02	-0.207	0.058	92,263	23,846,156	0.165	0.372	8.858	27.9	1,001,093.4375	141,727.40625
AACG	2018-11-09	-0.197	0.01	92,263	23,879,230	0.166	0.363	2.366	26.1	1,085,095	249,300.203125
AACG	2018-11-16	-0.082	0.115	121,043	23,900,000	0.194	0.277	1.68	23.9	1,022,474.25	66,101.398438
AACG	2018-11-23	-0.091	-0.008	121,043	23,883,496	0.194	0.285	0.925	24.6	959,853.5625	59,847.246094
AACG	2018-11-30	-0.054	0.037	156,798	23,853,210	0.224	0.278	0.7	26	897,232.8125	59,999
AACG	2018-12-07	-0.115	-0.061	156,798	23,867,926	0.225	0.34	2.59	25.299999	834,612.125	162,917.75
AACG	2018-12-14	-0.103	0.012	156,798	23,888,888	0.224	0.328	0.735	25.799999	771,991.375	88,851.601563
AACG	2018-12-21	-0.092	0.011	148,979.015625	23,861,388	0.218	0.31	1.278	24.1	709,370.6875	49,482.398438
AACG	2018-12-28	-0.046	0.046	148,979.015625	23,900,000	0.218	0.264	0.409	23.9	646,749.9375	45,114.753906
AACG	2019-01-04	-0.077	-0.032	135,116.984375	23,870,968	0.208	0.285	0.986	22.200001	584,129.25	43,366.753906
AACG	2019-01-11	-0.108	-0.031	135,116.984375	23,838,384	0.208	0.316	1.049	23.6	521,508.5	96,421.398438
AACG	2019-01-18	-0.07	0.038	138,524.984375	23,877,550	0.203	0.273	0.804	23.4	458,887.78125	47,162.601563
AACG	2019-01-25	-0.132	-0.062	138,524.984375	23,831,774	0.202	0.334	3.86	25.5	396,267.0625	82,991.75
AACG	2019-02-01	-0.171	-0.039	76,443	23,898,306	0.148	0.319	3.08	28.200001	333,646.34375	105,484.601563
AACG	2019-02-08	-0.177	-0.006	76,443	23,850,574	0.149	0.326	3.078	24.9	271,025.625	62,514
AACG	2019-02-15	-0.128	0.049	75,276	23,904,764	0.149	0.277	4.485	25.1	208,404.890625	60,790.601563
AACG	2019-02-22	-0.108	0.02	75,276	23,853,210	0.149	0.257	0.954	26	145,784.171875	25,015.5
AACG	2019-03-01	-0.159	-0.051	75,276	23,909,090	0.149	0.308	4.358	26.299999	83,163.445313	188,136.796875
AACG	2019-03-08	-0.178	-0.019	56,277	23,862,582	0.129	0.307	3.291	25.700001	20,542.722656	214,161.59375
AACG	2019-03-15	-0.176	0.002	32,776	23,750,002	0.103	0.278	121.602997	24.700001	-42,078	27,023
AACG	2019-03-22	-0.214	-0.038	32,776	23,786,410	0.103	0.316	3.203	24.5	-42,078	50,222.199219
AACG	2019-03-29	-0.165	0.048	32,776	23,790,324	0.102	0.268	19.896999	23.6	-42,078	38,005.800781
AACG	2019-04-05	-0.13	0.035	36,774	23,800,000	0.106	0.237	2.364	23.799999	-42,078	67,646.601563
AACG	2019-04-12	-0.246	-0.115	36,774	23,800,000	0.106	0.352	388.393005	59.5	-42,078	22,679,296
AACG	2019-04-19	-0.371	-0.126	54,250	23,782,770	0.129	0.5	32.348	63.5	-42,078	2,960,725.75
AACG	2019-04-26	-0.292	0.079	54,250	23,774,510	0.128	0.42	6.988	48.5	372,543.5	331,558.8125
AACG	2019-05-03	0.084	0.376	598,595.9375	23,812,154	0.499	0.415	0.522	43.099998	787,165	291,793.96875
AACG	2019-05-10	0	-0.084	598,595.9375	23,787,236	0.498	0.498	2.025	55.900002	1,201,786.5	1,696,038.375
AACG	2019-05-17	-0.259	-0.259	129,410	23,781,512	0.21	0.469	4.676	56.599998	1,616,408.125	605,135.375
AACG	2019-05-24	-0.138	0.121	129,410	23,800,000	0.21	0.348	1.071	47.599998	1,597,160.125	106,571.796875
AACG	2019-05-31	0.034	0.172	273,838.03125	23,780,820	0.316	0.282	0.298	43.400002	1,577,912.125	48,736.5
AACG	2019-06-07	0.007	-0.027	273,838.03125	23,819,096	0.316	0.309	0.894	47.400002	1,558,664.25	70,387.398438
AACG	2019-06-14	-0.006	-0.014	273,838.03125	23,791,472	0.316	0.323	0.339	50.200001	1,539,416.25	87,728
AACG	2019-06-21	-0.163	-0.157	53,365	23,783,784	0.129	0.292	4.973	61.599998	1,520,168.375	283,501.59375
AACG	2019-06-28	-0.253	-0.09	53,365	23,777,776	0.13	0.382	19.261	64.199997	1,500,920.5	1,468,507.375
AACG	2019-07-05	-0.226	0.027	55,372	23,794,468	0.129	0.355	2.774	60.200001	1,481,672.5	139,603.25
AACG	2019-07-12	-0.179	0.047	55,372	23,793,104	0.129	0.308	1.914	62.099998	1,462,424.625	74,435.601563
AACG	2019-07-19	-0.251	-0.072	63,369	23,802,280	0.131	0.382	3.813	62.599998	1,443,176.75	159,959.40625
AACG	2019-07-26	-0.151	0.1	63,369	23,789,392	0.132	0.282	2.036	61.900002	1,423,928.75	52,498.601563
AACG	2019-08-02	-0.075	0.076	120,874	23,807,630	0.184	0.259	1.51	59.900002	1,404,680.875	37,256.800781
AACG	2019-08-09	-0.108	-0.033	120,874	23,807,338	0.185	0.293	0.878	51.900002	1,385,432.875	78,701.601563
AACG	2019-08-16	-0.106	0.001	83,408	23,798,078	0.154	0.261	1.843	49.5	1,366,185	51,545.199219
AACG	2019-08-23	-0.12	-0.014	83,408	23,776,596	0.155	0.275	2.413	44.700001	4,524,000.5	82,230.203125
AACG	2019-08-30	-0.133	-0.013	55,720	23,817,204	0.127	0.261	2.547	44.299999	7,681,815.5	31,300.599609
AACG	2019-09-06	-0.125	0.008	55,720	23,809,524	0.127	0.253	1.712	45	10,839,630	17,694.25
AACG	2019-09-13	-0.124	0.001	55,720	23,783,782	0.127	0.251	5.035	44	13,997,446	16,921.599609
AACG	2019-09-20	-0.101	0.023	40,335	23,777,778	0.107	0.208	3.244	42.799999	17,155,260	11,405.599609
AACG	2019-09-27	-0.123	-0.022	40,335	23,798,074	0.107	0.23	2.619	39.599998	20,313,076	25,313
AACG	2019-10-04	-0.081	0.042	29,867	23,781,212	0.096	0.176	4.786	40	23,470,892	11,267
AACG	2019-10-11	-0.133	-0.052	29,867	23,782,052	0.095	0.229	129.531998	37.099998	26,628,706	15,348.799805
AACG	2019-10-18	-0.108	0.025	33,320	23,785,310	0.099	0.208	3.528	42.099998	29,786,522	24,747.599609
AACG	2019-10-25	-0.149	-0.041	33,320	23,796,792	0.099	0.248	1.854	44.5	32,944,336	14,579.200195
AACG	2019-11-01	-0.109	0.04	28,460	23,785,310	0.09	0.199	2.441	42.099998	36,102,152	10,171.799805
AACG	2019-11-08	-0.089	0.021	28,460	23,815,030	0.09	0.179	1.866	41.200001	39,259,968	7,538.399902
AACG	2019-11-15	-0.067	0.022	29,815	23,823,528	0.092	0.159	2.807	40.5	42,417,784	5,722
AACG	2019-11-22	-0.115	-0.048	29,815	23,776,596	0.093	0.208	3.584	44.700001	42,915,384	20,465.599609
AACG	2019-11-29	-0.092	0.023	29,815	23,822,716	0.092	0.184	39.959999	43	43,412,984	8,670
AACG	2019-12-06	-0.059	0.032	30,851	23,771,982	0.095	0.154	2.14	39.200001	43,910,584	5,640.200195
AACG	2019-12-13	-0.083	-0.024	30,851	23,765,870	0.095	0.178	4.433	33.700001	44,408,184	13,239
AACG	2019-12-20	-0.131	-0.048	26,050	23,806,366	0.085	0.216	1,611.654053	35.900002	44,905,784	40,525.199219
AACG	2019-12-27	-0.095	0.036	26,050	23,785,714	0.085	0.18	3.284	33.299999	45,403,384	9,218.75
AACG	2020-01-03	-0.069	0.025	26,784	23,812,754	0.087	0.157	3.731	35.099998	45,900,984	25,410.25
AACG	2020-01-10	-0.11	-0.041	26,784	23,796,610	0.087	0.197	20.976999	35.099998	46,398,584	37,251.398438
AACG	2020-01-17	-0.102	0.008	33,653	23,785,714	0.094	0.196	111.514999	33.299999	46,896,188	30,620.800781
AACG	2020-01-24	-0.063	0.039	33,653	23,823,530	0.094	0.157	2.099	32.400002	47,393,788	17,940
AACG	2020-01-31	-0.02	0.043	33,623	23,768,368	0.097	0.117	4.832	27.5	47,891,388	15,820.200195
AACG	2020-02-07	-0.078	-0.059	33,623	23,768,118	0.097	0.176	111.242996	24.6	48,388,988	9,640
AACG	2020-02-14	-0.063	0.015	33,623	23,826,088	0.097	0.16	2.52	27.4	48,886,588	24,862.400391
AACG	2020-02-21	-0.076	-0.013	28,261	23,783,782	0.094	0.17	3.633	26.4	49,384,188	36,948.753906
AACG	2020-02-28	-0.089	-0.013	28,261	23,786,410	0.094	0.183	9.097	24.5	49,881,788	45,804.199219
AACG	2020-03-06	-0.071	0.017	28,609	23,800,000	0.099	0.171	3.197	23.799999	50,379,392	17,911.199219
AACG	2020-03-13	-0.057	0.014	28,609	23,742,690	0.099	0.156	5.817	20.299999	50,876,992	24,129.199219
AACG	2020-03-20	-0.048	0.009	38,093	23,777,778	0.112	0.16	3.971	21.4	51,374,592	15,425
AACG	2020-03-27	-0.031	0.017	38,093	23,755,186	0.112	0.144	1.721	22.9	51,872,192	7,915.200195
AACG	2020-04-03	-0.059	-0.028	31,605	31,717,598	0.087	0.146	1.737	30.1	52,369,792	4,500
AACG	2020-04-10	-0.062	-0.003	31,605	31,764,706	0.087	0.149	17.271	27	52,369,792	14,771.5
AACG	2020-04-17	-0.067	-0.005	26,523	31,704,410	0.077	0.144	1.951	26.6	52,369,792	6,682.200195
AACG	2020-04-24	-0.07	-0.002	26,523	31,733,332	0.076	0.146	12.987	23.799999	52,369,792	8,169.200195
AACG	2020-05-01	-0.064	0.006	25,842	31,756,756	0.078	0.142	7.362	23.5	52,369,792	28,785.199219
AACG	2020-05-08	-0.088	-0.024	25,842	31,733,332	0.078	0.166	7.231	23.799999	42,536,600	14,208
AACG	2020-05-15	-0.038	0.05	25,811	31,792,718	0.077	0.116	5.535	22.700001	32,703,404	19,120.199219
AACG	2020-05-22	-0.079	-0.04	25,811	31,774,580	0.077	0.156	2.806	26.5	32,218,236	22,985.599609
AACG	2020-05-29	-0.011	0.068	25,811	31,777,778	0.077	0.088	2.234	28.6	31,733,068	8,630.5
AACG	2020-06-05	-0.11	-0.099	23,778	31,744,184	0.073	0.184	2.129	27.299999	31,247,900	10,974
AACG	2020-06-12	-0.108	0.002	23,778	31,722,318	0.074	0.182	7.295	36.099998	30,762,732	112,112.796875

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