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
ZVRA	2018-11-02	-0.041	0.03	424,005	1,001,476.4375	0.887	0.928	0.879	40.700001	0	34,241.648438
ZVRA	2018-11-09	-0.103	-0.062	424,005	1,652,832	0.87	0.973	1.335	67.699997	0	10,151.125
ZVRA	2018-11-16	-0.033	0.07	541,950	1,653,543.25	0.882	0.916	3.643	67.199997	0	7,212.487793
ZVRA	2018-11-23	-0.072	-0.038	541,950	1,653,992.25	0.882	0.954	0.876	69.599998	0	4,914.984863
ZVRA	2018-11-30	-0.044	0.028	436,657.96875	1,652,832	0.872	0.916	1.346	67.699997	0	5,757.649902
ZVRA	2018-12-07	-0.052	-0.008	436,657.96875	1,654,151.875	0.872	0.924	2.698	74.900002	0	29,182.984375
ZVRA	2018-12-14	-0.04	0.013	436,657.96875	1,652,360.5	0.872	0.911	1.135	61.599998	0	14,174.762695
ZVRA	2018-12-21	-0.048	-0.008	445,118.03125	1,653,125	0.872	0.92	1.634	52.900002	0	17,260.199219
ZVRA	2018-12-28	-0.048	0	445,118.03125	1,652,777.75	0.872	0.92	4.254	47.599998	0	9,242.78125
ZVRA	2019-01-04	-0.027	0.021	471,403	1,653,225.75	0.876	0.902	1.688	57.400002	0	5,469.546875
ZVRA	2019-01-11	-0.081	-0.054	471,403	1,653,992.25	0.875	0.956	3.003	69.599998	0	10,026.038086
ZVRA	2019-01-18	-0.025	0.056	501,529.96875	1,652,462.125	0.876	0.901	0.341	69.800003	0	5,893.362793
ZVRA	2019-01-25	-0.051	-0.026	501,529.96875	1,653,079.75	0.876	0.927	2.023	73	0	3,222.202881
ZVRA	2019-02-01	0.111	0.161	600,956.0625	1,653,949.625	0.882	0.771	1.636	73.699997	0	3,428.712891
ZVRA	2019-02-08	-0.078	-0.189	600,956.0625	1,653,061.25	0.882	0.96	1.077	64.800003	0	4,093.300049
ZVRA	2019-02-15	-0.036	0.042	491,755	1,652,173.875	0.875	0.911	2.135	60.799999	0	3,588.787109
ZVRA	2019-02-22	-0.058	-0.022	491,755	1,654,069.75	0.875	0.933	1.476	56.900002	0	7,467.546875
ZVRA	2019-03-01	0.217	0.275	491,755	1,652,843.75	0.875	0.657	0.025	55.799999	0	12,060.424805
ZVRA	2019-03-08	-0.08	-0.297	352,445	1,652,706.125	0.858	0.938	4.954	51.299999	0	11,267.212891
ZVRA	2019-03-15	-0.016	0.064	493,724	1,654,411.75	0.874	0.89	1.98	54	0	12,990.375
ZVRA	2019-03-22	0.023	0.039	493,724	1,654,040.5	0.875	0.852	6.665	52.400002	0	16,887.386719
ZVRA	2019-03-29	-0.038	-0.061	493,724	1,654,191.75	0.876	0.914	0.827	44.200001	0	18,100.263672
ZVRA	2019-04-05	0.041	0.079	531,358	1,654,829.5	0.878	0.837	2.787	46.599998	0	9,413.837891
ZVRA	2019-04-12	-0.039	-0.08	531,358	1,654,411.625	0.877	0.916	1.351	45	0	20,590.037109
ZVRA	2019-04-19	-0.056	-0.017	722,793	1,655,092.625	0.885	0.941	1.367	42.900002	0	19,943.765625
ZVRA	2019-04-26	-0.024	0.032	722,793	1,655,092.625	0.885	0.909	2.092	42.900002	0	15,732.075195
ZVRA	2019-05-03	0.018	0.042	582,912	1,651,459.875	0.88	0.861	2.909	36.200001	0	13,267.099609
ZVRA	2019-05-10	-0.005	-0.024	582,912	1,653,846.25	0.879	0.885	0.883	34.400002	0	5,658.038086
ZVRA	2019-05-17	0.03	0.035	716,927	1,781,015	0.883	0.853	1.376	37.900002	0	8,493.375
ZVRA	2019-05-24	-0.005	-0.035	716,927	1,782,544.375	0.883	0.888	0.715	48.200001	0	9,923.987305
ZVRA	2019-05-31	0.015	0.021	694,262	1,781,249.875	0.885	0.869	1.411	45.599998	0	8,162.625
ZVRA	2019-06-07	-0.026	-0.041	694,262	1,781,915	0.885	0.911	1.687	40.200001	0	6,777.475098
ZVRA	2019-06-14	0.032	0.058	694,262	1,780,660.25	0.885	0.853	2.484	45.299999	0	3,350.975098
ZVRA	2019-06-21	0.025	-0.008	808,899	1,781,609.125	0.888	0.863	2.402	49.599998	0	9,335.799805
ZVRA	2019-06-28	-0.054	-0.079	808,899	1,782,142.875	0.888	0.942	2.663	49.900002	0	6,772.687988
ZVRA	2019-07-05	-0.048	0.006	877,610	1,781,249.875	0.888	0.937	0.835	45.599998	0	7,654.062012
ZVRA	2019-07-12	-0.06	-0.012	877,610	1,781,832.375	0.888	0.948	1.388	45.900002	0	5,452.325195
ZVRA	2019-07-19	0.071	0.131	831,362	1,781,462.625	0.884	0.813	0.375	41.900002	0	14,384.362305
ZVRA	2019-07-26	-0.031	-0.102	831,362	1,784,420.375	0.884	0.915	2.493	39.400002	0	11,835.311523
ZVRA	2019-08-02	0.036	0.067	822,322	1,779,761.875	0.886	0.85	2.997	29.9	0	12,410.137695
ZVRA	2019-08-09	-0.021	-0.057	822,322	1,782,226.5	0.887	0.908	1.111	36.5	0	7,742.950195
ZVRA	2019-08-16	-0.014	0.007	645,662	1,862,482.375	0.877	0.891	3.496	29.200001	0	12,392.900391
ZVRA	2019-08-23	-0.028	-0.014	645,662	1,860,955.125	0.877	0.905	1.892	26.5	881,769.25	19,714.099609
ZVRA	2019-08-30	-0.052	-0.024	684,801	1,858,760.75	0.877	0.93	1.109	27.9	1,763,538.5	11,610.800781
ZVRA	2019-09-06	-0.04	0.012	684,801	1,863,307.375	0.878	0.918	4.581	24.700001	2,645,307.75	43,991.21875
ZVRA	2019-09-13	-0.099	-0.059	684,801	1,860,531.25	0.877	0.976	4.389	26.200001	3,527,077	19,251.261719
ZVRA	2019-09-20	-0.056	0.043	753,390	1,863,496.875	0.88	0.936	4.837	24.299999	4,408,846	9,994.512695
ZVRA	2019-09-27	-0.021	0.035	753,390	1,864,500.75	0.88	0.901	0.55	20.200001	5,290,615.5	13,349.188477
ZVRA	2019-10-04	-0.001	0.02	311,236	1,856,617.75	0.833	0.834	2.611	20.200001	6,172,384.5	6,013.274902
ZVRA	2019-10-11	0.001	0.002	311,236	1,861,827.875	0.833	0.832	1.161	19.700001	7,054,154	5,326.225098
ZVRA	2019-10-18	0.159	0.158	317,272	1,861,394.5	0.835	0.676	2.252	17.700001	7,935,923	5,620.174805
ZVRA	2019-10-25	0.292	0.133	317,272	1,860,705.5	0.835	0.543	4.485	14.4	8,817,692	10,573.938477
ZVRA	2019-11-01	0.327	0.035	226,028.984375	1,856,549.875	0.796	0.47	30.386	16.1	9,699,462	18,802.4375
ZVRA	2019-11-08	0.286	-0.041	226,028.984375	1,859,296.5	0.796	0.51	2.85	14.8	10,581,231	8,450.674805
ZVRA	2019-11-15	0.371	0.086	339,575	2,075,471.875	0.832	0.461	1.26	17.6	11,463,000	13,706.188477
ZVRA	2019-11-22	0.295	-0.076	339,575	2,079,183.625	0.832	0.536	2.26	16.700001	10,790,533	16,087.137695
ZVRA	2019-11-29	0.363	0.068	339,575	2,083,333.5	0.831	0.468	0.9	15	10,118,067	10,842.734375
ZVRA	2019-12-06	0.345	-0.018	585,109	2,071,500.125	0.866	0.521	1.682	12.4	9,445,600	13,958.275391
ZVRA	2019-12-13	0.309	-0.037	585,109	2,075,661.125	0.866	0.557	4.822	12.4	8,773,133	11,492.674805
ZVRA	2019-12-20	0.439	0.13	653,066	2,070,312.75	0.87	0.431	1.243	10.6	8,100,666.5	29,835.662109
ZVRA	2019-12-27	0.272	-0.166	653,066	2,079,904.125	0.87	0.597	3.367	13.9	7,428,200	107,384.484375
ZVRA	2020-01-03	0.268	-0.004	829,203.9375	2,073,170.875	0.876	0.608	0.792	13.6	6,755,733.5	119,451.75
ZVRA	2020-01-10	0.099	-0.169	829,203.9375	2,080,536.875	0.876	0.777	0.455	24.799999	6,083,266.5	199,828.53125
ZVRA	2020-01-17	0.134	0.035	932,808	2,074,317.25	0.877	0.743	0.522	13.9	5,410,800	169,221.21875
ZVRA	2020-01-24	0.085	-0.049	932,808	2,076,843.25	0.877	0.792	0.744	12	4,738,333.5	70,744.09375
ZVRA	2020-01-31	0.096	0.011	404,673.96875	2,072,010.75	0.842	0.746	2.403	12.2	4,065,866.75	82,179.039063
ZVRA	2020-02-07	0.074	-0.023	404,673.96875	2,074,392.125	0.842	0.768	13.032	11.6	3,393,400	58,604.4375
ZVRA	2020-02-14	0.128	0.055	404,673.96875	2,067,601.625	0.843	0.715	7.303	11.5	2,720,933.5	56,019.261719
ZVRA	2020-02-21	0.131	0.003	696,504	2,083,333.25	0.871	0.74	0.798	11.7	2,048,466.75	109,216.625
ZVRA	2020-02-28	0.114	-0.016	696,504	3,176,567.5	0.853	0.739	5.343	15.4	1,376,000	127,382.898438
ZVRA	2020-03-06	0.206	0.092	1,005,502	3,169,642.75	0.869	0.663	1.709	14.2	1,440,818.125	429,652.28125
ZVRA	2020-03-13	0.136	-0.07	1,005,502	3,154,762	0.871	0.735	0.659	10.6	1,505,636.375	161,544.46875
ZVRA	2020-03-20	0.113	-0.023	410,312	3,161,938.5	0.809	0.696	3.309	10.7	1,570,454.5	85,549.296875
ZVRA	2020-03-27	0.091	-0.021	410,312	3,178,082.25	0.808	0.717	2.179	11.6	1,635,272.75	71,324.726563
ZVRA	2020-04-03	0.173	0.081	744,603	3,154,278.75	0.858	0.685	2.227	10.1	1,700,090.875	68,084.578125
ZVRA	2020-04-10	0.15	-0.023	744,603	3,170,731.5	0.857	0.707	6.168	11.7	1,764,909.125	93,735.3125
ZVRA	2020-04-17	0.11	-0.04	356,804	3,173,449.75	0.794	0.685	5.402	13.1	1,829,727.25	86,668.585938
ZVRA	2020-04-24	0.047	-0.063	356,804	3,166,666.75	0.795	0.748	6.484	13.3	1,894,545.5	77,888.890625
ZVRA	2020-05-01	0.111	0.065	306,268	3,164,556.75	0.77	0.659	6.183	16	1,959,363.625	218,280.265625
ZVRA	2020-05-08	0.063	-0.049	306,268	3,170,955.75	0.771	0.708	3.634	13.8	2,024,181.875	391,819.03125
ZVRA	2020-05-15	0.123	0.06	635,833	4,118,364.75	0.828	0.705	1.733	13.5	2,088,999.875	276,261.625
ZVRA	2020-05-22	0.114	-0.009	635,833	4,106,104.25	0.828	0.714	1.807	11.3	2,459,692.25	717,362.375
ZVRA	2020-05-29	0.176	0.062	635,833	4,122,340.25	0.828	0.652	0.832	12.4	2,830,384.5	75,501.5625
ZVRA	2020-06-05	0.172	-0.004	710,881	4,109,116	0.839	0.666	5.022	11.9	3,201,077	49,896.136719
ZVRA	2020-06-12	0.179	0.007	710,881	4,112,694.25	0.839	0.66	1.933	12.7	3,571,769.25	46,606.246094
ZVRA	2020-06-19	0.054	-0.125	198,543.015625	4,105,166	0.65	0.597	6.424	17.799999	3,942,461.5	109,513.75
ZVRA	2020-06-26	0.053	-0.001	198,543.015625	4,104,785.5	0.65	0.597	4.28	19.9	4,313,154	90,587.507813
ZVRA	2020-07-03	-0.201	-0.255	65,355	4,116,379.75	0.374	0.575	14.264	19.1	4,683,846	54,913.71875
ZVRA	2020-07-10	-0.165	0.037	65,355	4,113,636.5	0.375	0.539	27.599001	18.1	5,054,539	39,545
ZVRA	2020-07-17	-0.207	-0.042	40,656	4,104,166.5	0.257	0.464	20.320999	19.700001	5,425,231	29,717.1875
ZVRA	2020-07-24	-0.233	-0.027	40,656	4,118,852.5	0.257	0.49	87.002998	20.1	5,795,923	50,139.4375
ZVRA	2020-07-31	-0.152	0.081	43,062	4,116,586.25	0.268	0.42	15.8	27.4	6,166,615.5	93,927.171875
ZVRA	2020-08-07	-0.183	-0.031	43,062	4,109,195.25	0.27	0.453	28.997999	28.6	6,537,307.5	55,372.449219
ZVRA	2020-08-14	-0.22	-0.037	43,062	4,531,250	0.255	0.475	108.602997	49.299999	6,908,000.5	140,610.53125
ZVRA	2020-08-21	0.021	0.241	141,939.015625	4,530,039	0.555	0.534	2.023	56.099998	6,455,000	119,305.625
ZVRA	2020-08-28	-0.017	-0.038	141,939.015625	4,530,303	0.555	0.572	13.778	59.799999	6,002,000	87,735.921875
ZVRA	2020-09-04	-0.063	-0.046	110,661	4,530,142	0.495	0.558	4.554	51.099998	5,549,000	65,201.6875
ZVRA	2020-09-11	0.008	0.071	110,661	4,526,786	0.495	0.487	42.435001	50.700001	5,096,000	17,870.984375
ZVRA	2020-09-18	-0.082	-0.09	65,198	4,529,244	0.361	0.443	6.298	50.799999	4,643,000	15,595.262695
ZVRA	2020-09-25	-0.139	-0.057	65,198	4,531,695.5	0.361	0.499	5.307	50.900002	4,190,000.25	17,211.400391

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