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
WVE	2016-02-05	-0.074	0.027	211,964.984375	21,548,848	0.272	0.346	14.605	271.299988	0	9,680
WVE	2016-02-12	-0.082	-0.008	211,964.984375	21,556,224	0.273	0.354	10.929	214.699997	0	10,600
WVE	2016-02-19	-0.13	-0.048	225,194	21,552,612	0.272	0.402	11.973	292.899994	0	13,050
WVE	2016-02-26	-0.092	0.038	225,194	21,554,054	0.273	0.365	16.386999	319	0	9,720
WVE	2016-03-04	-0.14	-0.048	224,418	21,554,232	0.27	0.409	8.965	325.899994	0	9,980
WVE	2016-03-11	-0.138	0.001	224,418	21,548,702	0.27	0.408	12.163	307.5	0	12,020
WVE	2016-03-18	-0.055	0.083	276,768	21,549,006	0.3	0.355	14.028	314.399994	0	44,800
WVE	2016-03-25	-0.086	-0.031	276,768	21,550,656	0.299	0.386	0.142	312.700012	0	39,400
WVE	2016-04-01	-0.172	-0.085	277,104	21,554,744	0.303	0.474	7.148	295.299988	0	19,000
WVE	2016-04-08	-0.131	0.041	277,104	21,550,268	0.303	0.434	7.345	280.799988	0	30,000
WVE	2016-04-15	-0.162	-0.031	294,326.03125	21,554,000	0.315	0.477	4.415	277.399994	0	34,180
WVE	2016-04-22	-0.118	0.043	294,326.03125	21,553,254	0.315	0.434	4.508	291.399994	0	35,040
WVE	2016-04-29	-0.138	-0.02	294,326.03125	21,553,254	0.315	0.454	15.324	291.399994	0	32,940
WVE	2016-05-06	-0.119	0.02	303,797	21,552,632	0.324	0.443	13.706	327.600006	0	51,740
WVE	2016-05-13	-0.129	-0.01	303,797	21,554,232	0.324	0.453	15.614	325.899994	0	71,800
WVE	2016-05-20	-0.131	-0.002	237,074	23,427,108	0.281	0.412	27.777	366.399994	0	32,440
WVE	2016-05-27	-0.157	-0.026	237,074	23,425,626	0.281	0.438	8.268	363.799988	32,076.923828	80,060
WVE	2016-06-03	-0.171	-0.014	241,886	23,427,674	0.283	0.454	8.955	372.5	64,153.847656	38,650
WVE	2016-06-10	-0.2	-0.029	241,886	23,428,926	0.283	0.483	19.743999	375.799988	96,230.765625	52,580
WVE	2016-06-17	-0.213	-0.013	188,468.984375	23,424,728	0.248	0.461	9.389	452.799988	128,307.695313	95,420
WVE	2016-06-24	-0.249	-0.036	188,468.984375	23,427,160	0.248	0.497	12.246	474.399994	160,384.609375	252,420
WVE	2016-07-01	-0.231	0.017	229,036	23,425,276	0.269	0.5	9.096	467.100006	192,461.53125	59,840
WVE	2016-07-08	-0.242	-0.01	229,036	23,426,792	0.268	0.51	24.049999	526.400024	224,538.46875	49,900
WVE	2016-07-15	-0.006	0.236	546,512	23,426,574	0.448	0.453	21.427999	536	256,615.390625	31,320
WVE	2016-07-22	-0.073	-0.067	546,512	23,426,538	0.447	0.521	2.732	494.299988	288,692.3125	77,860
WVE	2016-07-29	-0.015	0.058	546,512	23,428,276	0.447	0.462	3.362	452.399994	320,769.21875	37,060
WVE	2016-08-05	0.001	0.015	484,417.96875	23,428,572	0.417	0.417	3.855	451	352,846.15625	19,420
WVE	2016-08-12	0.064	0.063	484,417.96875	23,426,114	0.418	0.354	3.794	462.899994	384,923.0625	12,860
WVE	2016-08-19	-0.005	-0.069	471,921	23,441,818	0.432	0.437	10.346	525.799988	417,000	49,300
WVE	2016-08-26	-0.003	0.003	471,921	23,441,956	0.431	0.434	24.538	575.5	414,916.6875	28,900
WVE	2016-09-02	-0.013	-0.01	479,848	23,441,376	0.44	0.453	5.889	585.799988	412,833.34375	51,460
WVE	2016-09-09	-0.004	0.009	479,848	23,440,154	0.44	0.444	3.787	607.099976	410,750.03125	71,375
WVE	2016-09-16	-0.066	-0.062	397,574.03125	23,439,690	0.395	0.461	2.443	602.400024	408,666.65625	65,000
WVE	2016-09-23	-0.067	-0.002	397,574.03125	23,441,144	0.395	0.462	15.485	804.5	406,583.3125	137,400
WVE	2016-09-30	-0.151	-0.083	401,126.03125	23,440,098	0.387	0.538	18.044001	761.099976	404,500	117,840
WVE	2016-10-07	-0.14	0.011	401,126.03125	23,439,048	0.387	0.527	6.196	709.5	402,416.6875	159,620
WVE	2016-10-14	-0.14	0	401,126.03125	23,441,086	0.387	0.527	3.645	674.400024	400,333.34375	85,320
WVE	2016-10-21	-0.049	0.091	493,696	23,440,610	0.451	0.5	3.432	706.5	398,249.96875	44,340
WVE	2016-10-28	-0.079	-0.03	493,696	23,441,788	0.449	0.529	3.216	734.900024	396,166.65625	55,460
WVE	2016-11-04	-0.049	0.03	534,211	23,439,060	0.478	0.528	8.042	798.099976	394,083.3125	50,600
WVE	2016-11-11	-0.017	0.032	534,211	23,476,714	0.479	0.496	4.642	856.900024	392,000	91,320
WVE	2016-11-18	0.105	0.123	879,205	23,475,626	0.601	0.496	1.183	890.900024	407,777.78125	67,720
WVE	2016-11-25	0.048	-0.057	879,205	23,476,612	0.601	0.553	1.418	928.5	423,555.5625	32,575
WVE	2016-12-02	0.08	0.032	998,303	23,475,594	0.628	0.548	2.582	841.599976	439,333.34375	57,040
WVE	2016-12-09	0.051	-0.03	998,303	23,476,690	0.627	0.576	1.723	780.599976	455,111.125	45,660
WVE	2016-12-16	0.112	0.061	1,005,698	23,476,026	0.634	0.522	5.414	685.5	470,888.875	62,540
WVE	2016-12-23	0.038	-0.074	1,005,698	23,474,782	0.634	0.596	3.254	674.900024	486,666.65625	34,720
WVE	2016-12-30	0.092	0.054	1,110,879	23,476,100	0.657	0.566	4.674	613.900024	502,444.4375	33,825
WVE	2017-01-06	0.115	0.023	1,110,879	23,475,230	0.657	0.543	2.893	639.700012	518,222.21875	113,300
WVE	2017-01-13	0.109	-0.006	1,110,879	23,475,936	0.657	0.548	1.858	658.5	534,000	65,200
WVE	2017-01-20	0.127	0.018	1,219,918	23,477,146	0.677	0.55	1.62	642.099976	549,777.75	46,550
WVE	2017-01-27	0.107	-0.02	1,219,918	23,475,954	0.677	0.57	2.589	707.799988	565,555.5625	40,100
WVE	2017-02-03	0.116	0.009	1,227,986	23,475,354	0.677	0.561	1.438	666.700012	581,333.3125	47,680
WVE	2017-02-10	0.131	0.014	1,227,986	23,474,210	0.677	0.547	1.409	705.400024	597,111.125	45,820
WVE	2017-02-17	0.165	0.035	1,388,309	23,476,666	0.698	0.533	1.649	704.299988	612,888.875	43,540
WVE	2017-02-24	0.152	-0.013	1,388,309	23,475,936	0.699	0.547	2.338	658.5	628,666.6875	54,500
WVE	2017-03-03	0.175	0.023	1,505,476	23,475,762	0.715	0.539	2.681	653.799988	644,444.4375	63,380
WVE	2017-03-10	0.128	-0.047	1,505,476	23,476,280	0.716	0.587	1.199	618.599976	660,222.25	55,000
WVE	2017-03-17	0.199	0.071	1,615,366	23,542,532	0.726	0.527	2.747	622.700012	676,000	95,920
WVE	2017-03-24	0.2	0.001	1,615,366	23,542,406	0.726	0.527	3.826	596.799988	676,000	32,800
WVE	2017-03-31	0.174	-0.025	1,661,924	23,541,818	0.73	0.556	2.777	647.400024	676,000	46,180
WVE	2017-04-07	0.205	0.031	1,661,924	23,540,740	0.731	0.526	1.978	635.599976	676,000	75,740
WVE	2017-04-14	0.136	-0.069	1,661,924	23,543,478	0.731	0.595	1.488	541.5	676,000	603,400
WVE	2017-04-21	0.088	-0.048	1,687,647	23,542,170	0.729	0.641	1.145	488.5	676,000	217,040
WVE	2017-04-28	0.12	0.032	1,829,676	23,540,286	0.746	0.626	3.092	496.700012	676,000	139,820
WVE	2017-05-05	0.201	0.081	1,829,676	23,541,370	0.746	0.545	2.918	497.899994	676,000	48,980
WVE	2017-05-12	0.106	-0.095	1,829,676	27,716,216	0.715	0.609	3.004	615.299988	676,000	66,800
WVE	2017-05-19	0.02	-0.086	1,099,436	27,717,028	0.618	0.598	3.944	577.900024	676,000	41,020
WVE	2017-05-26	0.061	0.041	1,099,436	27,717,124	0.618	0.557	5.249	558.5	676,000	23,920
WVE	2017-06-02	0.057	-0.004	1,108,073	27,718,446	0.621	0.564	4.753	571	676,000	149,675.015625
WVE	2017-06-09	0.038	-0.019	1,108,073	27,715,688	0.621	0.583	2.4	565.400024	676,000	55,700
WVE	2017-06-16	0.054	0.016	1,127,463	27,719,046	0.62	0.566	0.938	582.099976	676,000	71,560
WVE	2017-06-23	0.036	-0.018	1,127,463	27,717,074	0.62	0.584	1.034	568.200012	676,000	146,620
WVE	2017-06-30	0.062	0.026	1,149,271	27,715,054	0.622	0.56	3.204	515.5	676,000	69,580
WVE	2017-07-07	0.065	0.003	1,149,271	27,719,780	0.621	0.556	4.997	504.5	676,000	43,775
WVE	2017-07-14	0.057	-0.008	1,149,271	27,715,134	0.621	0.564	4.036	467	676,000	65,000
WVE	2017-07-21	0.047	-0.01	1,341,457	27,718,084	0.647	0.6	2.372	521.099976	676,000	134,960
WVE	2017-07-28	0.07	0.022	1,341,457	27,718,672	0.647	0.577	1.174	541.900024	676,000	133,100
WVE	2017-08-04	0.083	0.014	1,379,644	27,716,416	0.654	0.571	1.262	557.099976	676,000	53,660
WVE	2017-08-11	0.048	-0.036	1,379,644	27,762,042	0.654	0.607	2.526	490	676,000	53,739.601563
WVE	2017-08-18	0.081	0.034	1,337,642	27,760,934	0.652	0.57	1.449	476.100006	676,000	68,443.398438
WVE	2017-08-25	0.075	-0.006	1,337,642	27,760,002	0.651	0.576	1.01	520.5	676,000	100,129.203125
WVE	2017-09-01	0.075	-0.001	1,448,623	27,758,472	0.66	0.586	0.991	655.099976	676,000	245,302.203125
WVE	2017-09-08	0.002	-0.073	1,448,623	27,758,620	0.66	0.659	0.988	644	676,000	110,097.25
WVE	2017-09-15	0.083	0.081	1,624,753	27,760,826	0.677	0.594	5.421	673.200012	676,000	132,818.40625
WVE	2017-09-22	0.057	-0.026	1,624,753	27,759,092	0.677	0.62	1.184	610.700012	676,000	77,274.796875
WVE	2017-09-29	0.106	0.049	1,624,753	27,760,920	0.677	0.572	2.732	603.799988	676,000	72,355.203125
WVE	2017-10-06	0.109	0.004	2,078,053	27,760,002	0.725	0.616	1.127	694	676,000	147,351.796875
WVE	2017-10-13	0.128	0.018	2,078,053	27,758,098	0.725	0.598	1.075	642.599976	676,000	71,757.796875
WVE	2017-10-20	0.171	0.043	2,088,852	27,759,298	0.73	0.559	2.86	634.299988	676,000	51,233.398438
WVE	2017-10-27	0.136	-0.035	2,088,852	27,759,464	0.73	0.593	1.371	623.200012	676,000	136,322.40625
WVE	2017-11-03	0.111	-0.025	1,758,273	27,758,774	0.698	0.586	1.621	632.900024	676,000	128,170.601563
WVE	2017-11-10	0.101	-0.011	1,758,273	27,789,474	0.698	0.597	1.164	633.599976	676,000	73,624.601563
WVE	2017-11-17	0.151	0.05	1,906,066	27,788,976	0.717	0.566	2.583	882.299988	731,555.5625	340,405.40625
WVE	2017-11-24	0.034	-0.117	1,906,066	27,789,474	0.717	0.683	1.305	1,003.200012	787,111.125	252,252.25
WVE	2017-12-01	0.045	0.011	2,025,161	27,789,074	0.725	0.679	1.856	1,093.5	842,666.6875	310,158.59375
WVE	2017-12-08	0.026	-0.02	2,025,161	27,790,762	0.725	0.699	0.951	1,022.700012	898,222.25	320,614.03125
WVE	2017-12-15	0.007	-0.018	2,079,546	27,788,788	0.728	0.72	1.362	1,065.699951	953,777.75	250,691.59375
WVE	2017-12-22	0	-0.007	2,079,546	27,790,070	0.728	0.727	0.737	979.599976	1,009,333.3125	225,862.40625
WVE	2017-12-29	0.084	0.083	2,079,546	27,789,176	0.728	0.644	1.715	975.400024	1,064,888.875	100,604.75

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