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
ZDGE	2019-01-04	-0.009	0.047	32,349	10,304,547	0.147	0.157	19.549	24.700001	2,425,307.75	4,625
ZDGE	2019-01-11	-0.012	-0.003	32,349	10,290,456	0.147	0.159	4.39	24.799999	2,440,077	3,930
ZDGE	2019-01-18	-0.013	-0.001	20,435	10,294,117	0.116	0.129	0.12	24.5	2,454,846.25	2,450
ZDGE	2019-01-25	-0.044	-0.031	20,435	10,322,048	0.115	0.16	13.884	25	2,469,615.5	1,950
ZDGE	2019-02-01	0.009	0.053	18,876	10,322,582	0.109	0.1	10.669	19.200001	2,484,384.5	6,720
ZDGE	2019-02-08	-0.057	-0.067	18,876	10,326,087	0.11	0.167	11.71	19	2,499,153.75	1,550
ZDGE	2019-02-15	0.003	0.061	13,486	10,303,030	0.092	0.089	11.517	20.4	2,513,923	7,080
ZDGE	2019-02-22	-0.051	-0.055	13,486	10,296,333	0.092	0.144	26.611	20.5	2,528,692.25	10,275
ZDGE	2019-03-01	0.005	0.056	13,486	10,307,693	0.093	0.088	26.268	20.1	2,543,461.5	3,220
ZDGE	2019-03-08	-0.07	-0.075	12,221	10,317,460	0.09	0.16	13.708	19.5	2,558,230.75	2,860
ZDGE	2019-03-15	-0.061	0.009	10,172	10,365,854	0.086	0.146	24.68	18.700001	2,573,000	2,700
ZDGE	2019-03-22	-0.069	-0.008	10,172	10,346,788	0.086	0.155	29.593	18.200001	2,522,153.75	3,920
ZDGE	2019-03-29	0.015	0.084	10,172	10,337,079	0.086	0.071	134.940002	18.4	2,471,307.75	7,470
ZDGE	2019-04-05	-0.079	-0.094	3,739	10,322,582	0.044	0.123	102.039001	19.200001	2,420,461.5	4,080
ZDGE	2019-04-12	-0.033	0.046	3,739	10,333,334	0.044	0.076	51.473	18.6	2,369,615.5	5,720
ZDGE	2019-04-19	-0.079	-0.046	2,004	10,339,806	0.028	0.107	217.130997	21.299999	2,318,769.25	27,075
ZDGE	2019-04-26	-0.142	-0.064	2,004	10,341,464	0.028	0.17	184.057007	21.200001	2,267,923	3,250
ZDGE	2019-05-03	-0.087	0.055	2,445	10,357,143	0.033	0.12	79.637001	23.200001	2,217,077	12,070
ZDGE	2019-05-10	-0.158	-0.071	2,445	10,349,345	0.033	0.191	59.390999	23.700001	2,166,230.75	8,030
ZDGE	2019-05-17	-0.016	0.142	5,997	10,328,638	0.064	0.08	88.259003	22	2,115,384.5	15,760
ZDGE	2019-05-24	-0.129	-0.113	5,997	10,357,143	0.064	0.193	49.004002	23.200001	2,064,538.5	14,030
ZDGE	2019-05-31	-0.064	0.065	9,600	10,370,370	0.083	0.147	17.885	22.4	2,013,692.25	8,850
ZDGE	2019-06-07	-0.083	-0.019	9,600	10,328,185	0.084	0.167	20.636	21.4	1,962,846.125	5,390
ZDGE	2019-06-14	-0.043	0.04	9,600	10,362,118	0.083	0.126	32.722	18.6	1,912,000	10,810
ZDGE	2019-06-21	0.029	0.072	40,181	10,326,797	0.173	0.144	5.063	15.8	1,913,900	14,660
ZDGE	2019-06-28	0.032	0.003	40,181	10,363,637	0.173	0.141	4.296	17.1	1,915,800.125	11,720
ZDGE	2019-07-05	0.017	-0.015	42,629	10,382,513	0.174	0.157	4.758	19	1,917,700	9,225
ZDGE	2019-07-12	-0.022	-0.04	42,629	10,384,616	0.174	0.197	8.25	16.200001	1,919,600	7,320
ZDGE	2019-07-19	-0.106	-0.083	6,725	10,375,000	0.064	0.17	47.193001	16.6	1,921,500	9,560
ZDGE	2019-07-26	-0.096	0.01	6,725	10,363,637	0.064	0.16	15.011	17.1	1,923,399.875	5,220
ZDGE	2019-08-02	-0.064	0.032	5,038	10,355,029	0.059	0.123	34.466	17.5	1,925,300	9,840
ZDGE	2019-08-09	-0.102	-0.038	5,038	10,382,165	0.059	0.161	48.242001	16.299999	1,927,200	6,910
ZDGE	2019-08-16	-0.102	0	1,754	10,324,676	0.032	0.133	374.963989	15.9	1,929,100	4,360
ZDGE	2019-08-23	-0.123	-0.021	1,754	10,380,400	0.032	0.155	140.186996	16.1	1,931,000.125	5,460
ZDGE	2019-08-30	-0.135	-0.012	3,527	10,375,000	0.047	0.182	1,907.987061	16.6	1,932,900	4,090
ZDGE	2019-09-06	-0.077	0.057	3,527	10,385,572	0.047	0.124	71.913002	16.700001	1,934,800	4,125
ZDGE	2019-09-13	-0.116	-0.038	3,527	10,368,098	0.047	0.163	93.613998	16.9	1,936,700	3,630
ZDGE	2019-09-20	0.046	0.162	16,333	10,361,446	0.105	0.058	8.927	17.200001	1,938,599.875	1,970
ZDGE	2019-09-27	-0.017	-0.063	16,333	10,370,370	0.105	0.121	28.794001	16.799999	1,940,500	5,790
ZDGE	2019-10-04	0.006	0.023	14,896	10,350,405	0.105	0.099	6.996	19.200001	1,942,400	12,930
ZDGE	2019-10-11	-0.023	-0.029	14,896	10,375,000	0.105	0.127	9.755	16.6	1,944,300	16,000
ZDGE	2019-10-18	-0.074	-0.052	9,902	10,336,391	0.079	0.153	23.740999	16.9	1,946,200.125	6,350
ZDGE	2019-10-25	-0.097	-0.023	9,902	10,352,942	0.079	0.176	56.943001	17.6	1,948,100	2,720
ZDGE	2019-11-01	-0.046	0.051	6,878	10,388,350	0.065	0.111	13.974	21.4	1,950,000	6,480
ZDGE	2019-11-08	-0.087	-0.041	6,878	10,423,281	0.065	0.152	42.715	19.700001	1,963,833.375	2,710
ZDGE	2019-11-15	-0.008	0.079	14,491	10,426,829	0.099	0.107	22.32	17.1	1,977,666.75	3,840
ZDGE	2019-11-22	-0.015	-0.008	14,491	10,394,089	0.099	0.115	40.839001	21.1	1,991,500	19,120
ZDGE	2019-11-29	0.002	0.017	14,491	10,374,640	0.1	0.098	8.91	18	2,005,333.375	15,850
ZDGE	2019-12-06	-0.047	-0.049	11,476	10,417,860	0.086	0.134	12.443	18.200001	2,019,166.625	4,300
ZDGE	2019-12-13	-0.136	-0.088	11,476	10,426,829	0.086	0.222	92.963997	17.1	2,032,999.875	10,060
ZDGE	2019-12-20	-0.04	0.096	7,409	10,387,097	0.068	0.107	35.241001	16.1	2,080,000	13,720
ZDGE	2019-12-27	-0.144	-0.105	7,409	10,377,358	0.068	0.212	95.321999	16.5	2,127,000	9,875
ZDGE	2020-01-03	-0.021	0.123	7,887	10,397,351	0.07	0.091	26.351999	15.7	2,174,000.25	11,887.5
ZDGE	2020-01-10	-0.021	-0	7,887	10,375,000	0.07	0.091	18.987	16.6	2,221,000	12,880
ZDGE	2020-01-17	0.07	0.091	22,016	10,382,165	0.121	0.051	18.943001	16.299999	2,268,000	19,980
ZDGE	2020-01-24	0.028	-0.042	22,016	10,407,791	0.121	0.093	17.798	17.1	2,315,000	2,900
ZDGE	2020-01-31	0.08	0.053	33,758	10,411,765	0.154	0.074	8.432	17.700001	2,361,999.75	3,790
ZDGE	2020-02-07	0.059	-0.021	33,758	10,384,616	0.154	0.095	11.892	16.200001	2,409,000	21,240
ZDGE	2020-02-14	0.122	0.062	33,758	10,400,001	0.154	0.032	6.357	15.6	2,456,000	30,500
ZDGE	2020-02-21	0.087	-0.035	52,121	10,405,405	0.2	0.113	6.372	15.4	2,503,000	16,200
ZDGE	2020-02-28	0.073	-0.015	52,121	10,399,449	0.201	0.128	9.169	15.1	2,550,000.25	20,800
ZDGE	2020-03-06	0.081	0.008	47,862	10,373,134	0.195	0.114	2.806	13.9	2,597,000	15,300
ZDGE	2020-03-13	0.028	-0.053	47,862	12,241,380	0.178	0.15	28.337999	14.2	2,644,000	31,720
ZDGE	2020-03-20	0.028	0.001	53,880	12,232,780	0.187	0.158	5.091	10.3	2,600,538.5	12,980
ZDGE	2020-03-27	0.051	0.022	53,880	12,234,707	0.187	0.136	3.073	9.8	2,557,077	27,620
ZDGE	2020-04-03	0.1	0.049	60,378	12,222,221	0.184	0.084	7.394	9.9	2,513,615.5	6,600
ZDGE	2020-04-10	0.054	-0.046	60,378	12,229,437	0.184	0.13	3.537	11.3	2,470,153.75	18,175
ZDGE	2020-04-17	0.136	0.082	87,964	12,223,207	0.235	0.099	3.376	13.8	2,426,692.25	8,230
ZDGE	2020-04-24	0.133	-0.004	87,964	12,192,983	0.236	0.103	2.173	13.9	2,383,230.75	4,260
ZDGE	2020-05-01	0.1	-0.033	84,646	12,173,913	0.23	0.13	0.131	14	2,339,769.25	11,090
ZDGE	2020-05-08	0.094	-0.006	84,646	12,187,500	0.23	0.136	7.3	11.7	2,296,307.75	31,780
ZDGE	2020-05-15	0.107	0.013	83,913	12,156,862	0.229	0.122	83.265999	12.4	2,252,846.25	5,580
ZDGE	2020-05-22	0.106	-0	83,913	12,181,818	0.228	0.121	2.4	13.4	2,209,384.5	4,846
ZDGE	2020-05-29	0.092	-0.014	83,913	12,162,162	0.228	0.136	6.49	13.5	2,165,923	6,900
ZDGE	2020-06-05	0.115	0.023	80,044	12,162,162	0.219	0.104	1.308	13.5	2,122,461.5	29,440
ZDGE	2020-06-12	0.031	-0.083	80,044	12,173,913	0.219	0.187	11.411	14	2,079,000.125	58,100
ZDGE	2020-06-19	0.088	0.056	77,926	12,177,420	0.217	0.129	3.263	15.1	2,110,750	58,240
ZDGE	2020-06-26	-0.011	-0.098	77,926	12,180,451	0.217	0.227	74.980003	16.200001	2,142,500	120,840
ZDGE	2020-07-03	0.006	0.016	103,768	12,171,053	0.255	0.249	2.584	18.5	2,174,250	97,925
ZDGE	2020-07-10	-0.015	-0.02	103,768	12,214,766	0.255	0.27	3.666	18.200001	2,206,000.25	53,140
ZDGE	2020-07-17	-0.097	-0.082	10,033	12,207,792	0.066	0.163	21.202999	18.799999	2,237,750	48,040
ZDGE	2020-07-24	-0.131	-0.034	10,033	12,206,897	0.066	0.197	35.771999	17.700001	2,269,500	17,780
ZDGE	2020-07-31	-0.042	0.089	19,029	12,230,216	0.093	0.135	5.323	17	2,301,250	10,140
ZDGE	2020-08-07	-0.12	-0.079	19,029	12,198,583	0.093	0.213	15.638	17.200001	2,333,000	21,120
ZDGE	2020-08-14	-0.059	0.061	19,029	12,206,897	0.093	0.152	18.229	17.700001	2,364,750	28,360
ZDGE	2020-08-21	-0.111	-0.052	9,172	12,187,500	0.062	0.174	33.687	19.5	2,396,500	81,680
ZDGE	2020-08-28	-0.104	0.008	9,172	12,176,870	0.063	0.166	54.249001	17.9	2,428,250	51,020
ZDGE	2020-09-04	-0.175	-0.071	11,099	12,214,766	0.07	0.245	37.250999	18.200001	2,460,000	30,860
ZDGE	2020-09-11	-0.178	-0.003	11,099	12,191,780	0.07	0.248	44.625	17.799999	2,491,750	38,500
ZDGE	2020-09-18	-0.137	0.041	11,328	12,229,730	0.066	0.203	28.931999	18.1	2,523,500	31,900
ZDGE	2020-09-25	-0.131	0.006	11,328	12,167,832	0.067	0.198	45.790001	17.4	2,555,250	13,420
ZDGE	2020-10-02	-0.115	0.016	16,606	12,191,780	0.082	0.197	18.368999	17.799999	2,587,000	18,320
ZDGE	2020-10-09	-0.112	0.003	16,606	12,229,300	0.083	0.195	31.139999	19.200001	2,618,750	21,580
ZDGE	2020-10-16	-0.034	0.078	7,071	12,222,222	0.046	0.08	22.212	17.6	2,650,500	22,180
ZDGE	2020-10-23	-0.297	-0.263	7,071	12,204,724	0.046	0.343	882.239014	31	2,682,250	9,088,400
ZDGE	2020-10-30	-0.398	-0.101	5,469	12,287,390	0.04	0.438	195.233994	41.900002	2,713,999.75	1,218,800
ZDGE	2020-11-06	-0.367	0.031	5,469	12,302,839	0.04	0.407	84.763	39	2,863,714.25	193,600
ZDGE	2020-11-13	-0.249	0.117	5,469	12,305,196	0.04	0.289	65.021004	37.900002	3,013,428.5	114,920
ZDGE	2020-11-20	0.132	0.381	373,001.96875	12,297,980	0.551	0.419	0.993	48.700001	3,163,142.75	172,600
ZDGE	2020-11-27	0.227	0.096	373,001.96875	12,301,587	0.55	0.323	0.629	46.5	3,312,857.25	101,175

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