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	2018-11-30	-0.068	0.05	156,798	23,853,210	0.224	0.292	0.812	26	897,232.8125	59,999
AACG	2018-12-07	-0.227	-0.158	156,798	23,867,926	0.224	0.451	6.349	25.299999	834,612.125	162,917.75
AACG	2018-12-14	-0.172	0.055	156,798	23,888,888	0.224	0.396	2.599	25.799999	771,991.375	88,851.601563
AACG	2018-12-21	-0.119	0.053	148,979.015625	23,861,388	0.218	0.337	3.066	24.1	709,370.6875	49,482.398438
AACG	2018-12-28	-0.096	0.022	148,979.015625	23,900,000	0.218	0.314	0.581	23.9	646,749.9375	45,114.753906
AACG	2019-01-04	-0.086	0.011	135,116.984375	23,870,968	0.208	0.293	0.948	22.200001	584,129.25	43,366.753906
AACG	2019-01-11	-0.184	-0.098	135,116.984375	23,838,384	0.208	0.392	1.53	23.6	521,508.5	96,421.398438
AACG	2019-01-18	-0.12	0.064	138,524.984375	23,877,550	0.203	0.323	9.026	23.4	458,887.78125	47,162.601563
AACG	2019-01-25	-0.223	-0.103	138,524.984375	23,831,774	0.202	0.425	1.836	25.5	396,267.0625	82,991.75
AACG	2019-02-01	-0.261	-0.038	76,443	23,898,306	0.149	0.409	1.687	28.200001	333,646.34375	105,484.601563
AACG	2019-02-08	-0.204	0.057	76,443	23,850,574	0.149	0.353	2.139	24.9	271,025.625	62,514
AACG	2019-02-15	-0.184	0.019	75,276	23,904,764	0.149	0.334	1.722	25.1	208,404.890625	60,790.601563
AACG	2019-02-22	-0.139	0.046	75,276	23,853,210	0.149	0.288	1.258	26	145,784.171875	25,015.5
AACG	2019-03-01	-0.208	-0.07	75,276	23,909,090	0.15	0.358	4.906	26.299999	83,163.445313	188,136.796875
AACG	2019-03-08	-0.308	-0.099	56,277	23,862,582	0.129	0.437	4.851	25.700001	20,542.722656	214,161.59375
AACG	2019-03-15	-0.129	0.179	32,776	23,750,002	0.103	0.232	2.507	24.700001	-42,078	27,023
AACG	2019-03-22	-0.226	-0.097	32,776	23,786,410	0.103	0.328	4.221	24.5	-42,078	50,222.199219
AACG	2019-03-29	-0.142	0.084	32,776	23,790,324	0.103	0.245	3.175	23.6	-42,078	38,005.800781
AACG	2019-04-05	-0.186	-0.044	36,774	23,800,000	0.107	0.293	3.83	23.799999	-42,078	67,646.601563
AACG	2019-04-12	-0.305	-0.119	36,774	23,800,000	0.107	0.412	387.472992	59.5	-42,078	22,679,296
AACG	2019-04-19	-0.432	-0.126	54,250	23,782,770	0.129	0.56	30.115	63.5	-42,078	2,960,725.75
AACG	2019-04-26	-0.381	0.051	54,250	23,774,510	0.128	0.509	6.249	48.5	372,543.5	331,558.8125
AACG	2019-05-03	0.035	0.416	598,595.9375	23,812,154	0.498	0.463	0.409	43.099998	787,165	291,793.96875
AACG	2019-05-10	-0.079	-0.113	598,595.9375	23,787,236	0.497	0.576	2.042	55.900002	1,201,786.5	1,696,038.375
AACG	2019-05-17	-0.296	-0.217	129,410	23,781,512	0.21	0.506	3.297	56.599998	1,616,408.125	605,135.375
AACG	2019-05-24	-0.166	0.13	129,410	23,800,000	0.211	0.377	1.454	47.599998	1,597,160.125	106,571.796875
AACG	2019-05-31	-0.008	0.158	273,838.03125	23,780,820	0.316	0.324	22.618	43.400002	1,577,912.125	48,736.5
AACG	2019-06-07	-0.005	0.003	273,838.03125	23,819,096	0.316	0.321	0.867	47.400002	1,558,664.25	70,387.398438
AACG	2019-06-14	-0.035	-0.029	273,838.03125	23,791,472	0.316	0.351	0.44	50.200001	1,539,416.25	87,728
AACG	2019-06-21	-0.236	-0.202	53,365	23,783,784	0.13	0.366	6.749	61.599998	1,520,168.375	283,501.59375
AACG	2019-06-28	-0.325	-0.089	53,365	23,777,776	0.13	0.455	19.122999	64.199997	1,500,920.5	1,468,507.375
AACG	2019-07-05	-0.284	0.04	55,372	23,794,468	0.13	0.414	2.258	60.200001	1,481,672.5	139,603.25
AACG	2019-07-12	-0.21	0.075	55,372	23,793,104	0.129	0.339	2.989	62.099998	1,462,424.625	74,435.601563
AACG	2019-07-19	-0.308	-0.099	63,369	23,802,280	0.132	0.44	3.355	62.599998	1,443,176.75	159,959.40625
AACG	2019-07-26	-0.157	0.151	63,369	23,789,392	0.132	0.289	1.598	61.900002	1,423,928.75	52,498.601563
AACG	2019-08-02	-0.089	0.068	120,874	23,807,630	0.185	0.274	4.505	59.900002	1,404,680.875	37,256.800781
AACG	2019-08-09	-0.148	-0.059	120,874	23,807,338	0.186	0.333	0.683	51.900002	1,385,432.875	78,701.601563
AACG	2019-08-16	-0.1	0.048	83,408	23,798,078	0.155	0.255	0.987	49.5	1,366,185	51,545.199219
AACG	2019-08-23	-0.192	-0.092	83,408	23,776,596	0.155	0.347	3.449	44.700001	4,524,000.5	82,230.203125
AACG	2019-08-30	-0.141	0.052	55,720	23,817,204	0.128	0.268	11.523	44.299999	7,681,815.5	31,300.599609
AACG	2019-09-06	-0.125	0.015	55,720	23,809,524	0.128	0.253	1.594	45	10,839,630	17,694.25
AACG	2019-09-13	-0.122	0.003	55,720	23,783,782	0.128	0.25	5.215	44	13,997,446	16,921.599609
AACG	2019-09-20	-0.081	0.041	40,335	23,777,778	0.108	0.189	2.352	42.799999	17,155,260	11,405.599609
AACG	2019-09-27	-0.144	-0.064	40,335	23,798,074	0.108	0.252	2.328	39.599998	20,313,076	25,313
AACG	2019-10-04	-0.062	0.082	29,867	23,781,212	0.096	0.158	5.025	40	23,470,892	11,267
AACG	2019-10-11	-0.123	-0.061	29,867	23,782,052	0.096	0.219	17.819	37.099998	26,628,706	15,348.799805
AACG	2019-10-18	-0.128	-0.005	33,320	23,785,310	0.1	0.228	2.502	42.099998	29,786,522	24,747.599609
AACG	2019-10-25	-0.117	0.011	33,320	23,796,792	0.1	0.217	4.104	44.5	32,944,336	14,579.200195
AACG	2019-11-01	-0.144	-0.027	28,460	23,785,310	0.091	0.235	10.313	42.099998	36,102,152	10,171.799805
AACG	2019-11-08	-0.139	0.005	28,460	23,815,030	0.091	0.23	55.508999	41.200001	39,259,968	7,538.399902
AACG	2019-11-15	-0.066	0.073	29,815	23,823,528	0.093	0.158	2.903	40.5	42,417,784	5,722
AACG	2019-11-22	-0.11	-0.045	29,815	23,776,596	0.093	0.203	3.156	44.700001	42,915,384	20,465.599609
AACG	2019-11-29	-0.063	0.047	29,815	23,822,716	0.093	0.156	2.06	43	43,412,984	8,670
AACG	2019-12-06	-0.064	-0.001	30,851	23,771,982	0.095	0.159	3.513	39.200001	43,910,584	5,640.200195
AACG	2019-12-13	-0.083	-0.019	30,851	23,765,870	0.095	0.178	7.193	33.700001	44,408,184	13,239
AACG	2019-12-20	-0.101	-0.018	26,050	23,806,366	0.085	0.187	10.357	35.900002	44,905,784	40,525.199219
AACG	2019-12-27	-0.081	0.021	26,050	23,785,714	0.086	0.166	4.004	33.299999	45,403,384	9,218.75
AACG	2020-01-03	-0.063	0.018	26,784	23,812,754	0.088	0.151	4.907	35.099998	45,900,984	25,410.25
AACG	2020-01-10	-0.092	-0.029	26,784	23,796,610	0.088	0.18	4.58	35.099998	46,398,584	37,251.398438
AACG	2020-01-17	-0.083	0.009	33,653	23,785,714	0.095	0.178	1.803	33.299999	46,896,188	30,620.800781
AACG	2020-01-24	-0.064	0.02	33,653	23,823,530	0.094	0.158	17.034	32.400002	47,393,788	17,940
AACG	2020-01-31	-0.062	0.001	33,623	23,768,368	0.098	0.16	184.529999	27.5	47,891,388	15,820.200195
AACG	2020-02-07	-0.055	0.007	33,623	23,768,118	0.098	0.153	16.613001	24.6	48,388,988	9,640
AACG	2020-02-14	-0.073	-0.018	33,623	23,826,088	0.098	0.171	3.655	27.4	48,886,588	24,862.400391
AACG	2020-02-21	-0.064	0.009	28,261	23,783,782	0.095	0.159	4.952	26.4	49,384,188	36,948.753906
AACG	2020-02-28	-0.07	-0.005	28,261	23,786,410	0.095	0.164	5.271	24.5	49,881,788	45,804.199219
AACG	2020-03-06	-0.043	0.027	28,609	23,800,000	0.1	0.143	2.567	23.799999	50,379,392	17,911.199219
AACG	2020-03-13	-0.038	0.005	28,609	23,742,690	0.1	0.138	2.485	20.299999	50,876,992	24,129.199219
AACG	2020-03-20	-0.047	-0.009	38,093	23,777,778	0.112	0.159	2.217	21.4	51,374,592	15,425
AACG	2020-03-27	-0.022	0.025	38,093	23,755,186	0.113	0.135	1.44	22.9	51,872,192	7,915.200195
AACG	2020-04-03	-0.04	-0.017	31,605	31,717,598	0.087	0.127	2.484	30.1	52,369,792	4,500
AACG	2020-04-10	-0.051	-0.011	31,605	31,764,706	0.087	0.138	3.184	27	52,369,792	14,771.5
AACG	2020-04-17	-0.045	0.006	26,523	31,704,410	0.077	0.122	4.901	26.6	52,369,792	6,682.200195
AACG	2020-04-24	-0.05	-0.005	26,523	31,733,332	0.077	0.127	8.275	23.799999	52,369,792	8,169.200195
AACG	2020-05-01	-0.04	0.01	25,842	31,756,756	0.078	0.118	9.428	23.5	52,369,792	28,785.199219
AACG	2020-05-08	-0.061	-0.021	25,842	31,733,332	0.078	0.139	5.31	23.799999	42,536,600	14,208
AACG	2020-05-15	0.001	0.063	25,811	31,792,718	0.078	0.076	4.736	22.700001	32,703,404	19,120.199219
AACG	2020-05-22	-0.114	-0.116	25,811	31,774,580	0.078	0.192	61.146999	26.5	32,218,236	22,985.599609
AACG	2020-05-29	0	0.114	25,811	31,777,778	0.078	0.077	4.443	28.6	31,733,068	8,630.5
AACG	2020-06-05	-0.085	-0.085	23,778	31,744,184	0.074	0.159	7.256	27.299999	31,247,900	10,974
AACG	2020-06-12	-0.137	-0.052	23,778	31,722,318	0.074	0.211	13.205	36.099998	30,762,732	112,112.796875
AACG	2020-06-19	-0.147	-0.01	25,753	31,684,212	0.075	0.222	11.677	30.1	30,277,564	420,154.8125
AACG	2020-06-26	-0.208	-0.061	25,753	31,739,132	0.076	0.284	62.445999	36.5	29,792,396	73,909.398438
AACG	2020-07-03	-0.08	0.128	53,091	31,755,726	0.106	0.186	1.87	41.599998	29,307,228	57,313.246094
AACG	2020-07-10	-0.176	-0.096	53,091	31,736,110	0.106	0.282	2.672	45.700001	28,822,060	80,301.398438
AACG	2020-07-17	-0.233	-0.058	16,805	31,754,384	0.052	0.285	20.67	54.299999	28,336,890	222,754.796875
AACG	2020-07-24	-0.163	0.07	16,805	31,701,030	0.052	0.215	39.330002	36.900002	27,851,722	48,245.601563
AACG	2020-07-31	-0.08	0.083	11,378	31,698,114	0.041	0.121	44.317001	33.599998	27,366,554	33,070.398438
AACG	2020-08-07	-0.268	-0.188	11,378	31,720,856	0.041	0.309	52.464001	40	26,881,386	111,678
AACG	2020-08-14	-0.065	0.203	11,378	31,727,274	0.041	0.106	10.255	34.900002	26,396,218	38,250.601563
AACG	2020-08-21	-0.206	-0.142	3,760	31,733,334	0.018	0.224	35.467999	35.700001	27,613,448	57,065.601563
AACG	2020-08-28	-0.126	0.08	3,760	31,749,998	0.018	0.144	39.987999	38.099998	28,830,676	63,044.800781
AACG	2020-09-04	-0.158	-0.032	2,355	31,727,274	0.013	0.172	66.396004	34.900002	30,047,908	28,454
AACG	2020-09-11	-0.152	0.006	2,355	31,698,114	0.013	0.165	23.672001	33.599998	31,265,138	19,259.75
AACG	2020-09-18	-0.066	0.086	1,488	31,698,114	0.01	0.076	241.863998	33.599998	32,482,368	10,345.799805
AACG	2020-09-25	-0.185	-0.118	1,488	31,727,274	0.01	0.195	63.006001	34.900002	33,699,600	14,699.200195
AACG	2020-10-02	-0.128	0.056	4,357	31,727,274	0.016	0.144	57.855	34.900002	34,916,828	71,687.601563
AACG	2020-10-09	-0.151	-0.023	4,357	31,759,256	0.016	0.167	288.785004	34.299999	36,134,056	10,343.200195
AACG	2020-10-16	-0.267	-0.116	8,970	31,729,958	0.029	0.296	42.136002	37.599998	37,351,288	299,813.59375
AACG	2020-10-23	-0.275	-0.008	8,970	31,707,318	0.029	0.303	54.637001	39	38,568,520	230,153.40625

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