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	2017-02-03	-0.084	-0.009	14,039	9,404,762	0.106	0.191	14.66	31.6	2,484,769.25	29,820
ZDGE	2017-02-10	-0.068	0.016	14,039	9,403,409	0.106	0.174	17.938	33.099998	2,499,307.75	19,300
ZDGE	2017-02-17	-0.112	-0.044	15,650	9,385,474	0.113	0.225	40.276001	33.599998	2,513,846.25	24,480
ZDGE	2017-02-24	-0.003	0.109	15,650	9,393,064	0.112	0.116	18.656	32.5	2,528,384.5	6,750
ZDGE	2017-03-03	-0.027	-0.024	22,367	9,391,305	0.143	0.17	9.582	32.400002	2,542,923	33,960
ZDGE	2017-03-10	-0.022	0.006	22,367	9,389,535	0.143	0.165	9.652	32.299999	2,557,461.5	33,840
ZDGE	2017-03-17	-0.094	-0.072	14,943	9,634,147	0.118	0.212	37.929001	31.6	2,572,000	35,080
ZDGE	2017-03-24	-0.048	0.046	14,943	9,646,302	0.118	0.166	13.244	30	2,568,769.25	22,100
ZDGE	2017-03-31	-0.055	-0.007	9,387	9,641,694	0.089	0.143	43.921001	29.6	2,565,538.5	11,600
ZDGE	2017-04-07	-0.073	-0.019	9,387	9,629,629	0.089	0.162	24.649	26	2,562,307.75	51,040
ZDGE	2017-04-14	-0.089	-0.016	9,387	9,638,158	0.089	0.178	15.547	29.299999	2,559,077	27,275
ZDGE	2017-04-21	-0.021	0.068	22,048	9,640,523	0.131	0.152	3.901	29.5	2,555,846.25	17,500
ZDGE	2017-04-28	-0.024	-0.003	25,293	9,641,694	0.146	0.17	7.811	29.6	2,552,615.5	16,680
ZDGE	2017-05-05	-0.043	-0.019	25,293	9,645,162	0.146	0.188	18.521	29.9	2,549,384.5	29,420
ZDGE	2017-05-12	-0.029	0.013	25,293	9,646,302	0.146	0.175	12.66	30	2,546,153.75	13,240
ZDGE	2017-05-19	0.011	0.04	23,546	9,638,158	0.14	0.129	8.418	29.299999	2,542,923	10,660
ZDGE	2017-05-26	0.01	-0.001	23,546	9,629,630	0.14	0.13	13.804	28.6	2,539,692.25	12,320
ZDGE	2017-06-02	-0.001	-0.011	17,913	9,661,016	0.123	0.125	7.409	28.5	2,536,461.5	29,650
ZDGE	2017-06-09	-0.02	-0.019	17,913	9,636,364	0.123	0.143	390.737	26.5	2,533,230.75	20,740
ZDGE	2017-06-16	0.046	0.066	39,417	9,639,639	0.179	0.132	5.361	21.4	2,529,999.75	47,480
ZDGE	2017-06-23	-0.029	-0.075	39,417	9,626,168	0.178	0.207	5.157	20.6	2,530,800.25	31,460
ZDGE	2017-06-30	-0.003	0.026	46,099	9,638,008	0.189	0.191	7.547	21.299999	2,531,599.75	11,880
ZDGE	2017-07-07	-0.02	-0.018	46,099	9,627,907	0.189	0.209	7.93	20.700001	2,532,400.25	12,125
ZDGE	2017-07-14	0.054	0.074	46,099	9,669,812	0.189	0.134	3.81	20.5	2,533,199.75	27,320
ZDGE	2017-07-21	-0.052	-0.106	36,309	9,636,364	0.161	0.213	6.95	21.200001	2,534,000.25	19,120
ZDGE	2017-07-28	-0.068	-0.017	36,309	9,656,863	0.161	0.23	9.554	19.700001	2,534,799.75	27,540
ZDGE	2017-08-04	-0.039	0.029	31,111	9,623,655	0.151	0.19	7.306	17.9	2,535,600.25	51,760
ZDGE	2017-08-11	-0.117	-0.078	31,111	9,655,172	0.151	0.268	10.784	16.799999	2,536,399.75	31,620
ZDGE	2017-08-18	-0.081	0.036	19,086	9,633,508	0.121	0.202	306.792999	18.4	2,537,200.25	21,760
ZDGE	2017-08-25	-0.094	-0.014	19,086	9,672,132	0.121	0.216	12.737	17.700001	2,537,999.75	14,000
ZDGE	2017-09-01	-0.061	0.034	48,471	9,625,669	0.188	0.249	7.356	18	2,538,800.25	18,440
ZDGE	2017-09-08	-0.045	0.015	48,471	9,659,091	0.187	0.233	9.579	17	2,539,599.75	20,475
ZDGE	2017-09-15	-0.032	0.013	49,407	9,644,444	0.187	0.218	12.762	21.700001	2,540,400.25	14,180
ZDGE	2017-09-22	-0.061	-0.029	49,407	9,633,508	0.187	0.247	4.33	18.4	2,541,199.75	10,360
ZDGE	2017-09-29	0.061	0.122	49,407	9,635,417	0.187	0.126	5.829	18.5	2,542,000.25	8,460
ZDGE	2017-10-06	-0.124	-0.185	30,378	9,668,246	0.151	0.274	13.397	20.4	2,542,799.75	10,480
ZDGE	2017-10-13	-0.074	0.05	30,378	9,648,242	0.151	0.225	4.935	19.200001	2,543,600.25	3,460
ZDGE	2017-10-20	0.04	0.114	24,398	9,665,072	0.144	0.104	6.288	20.200001	2,544,399.75	33,400
ZDGE	2017-10-27	-0.096	-0.135	24,398	9,632,653	0.144	0.239	13.305	23.6	2,545,200.25	18,980
ZDGE	2017-11-03	0.035	0.131	29,451	9,982,669	0.154	0.119	31.493999	28.799999	2,545,999.75	20,940
ZDGE	2017-11-10	-0.143	-0.178	29,451	9,963,768	0.155	0.298	222.677002	27.5	2,564,833.25	12,740
ZDGE	2017-11-17	0.07	0.212	41,106	9,963,636	0.18	0.111	4.785	27.4	2,583,666.75	16,460
ZDGE	2017-11-24	-0.003	-0.072	41,106	9,963,899	0.18	0.183	4.79	27.6	2,602,500	8,250
ZDGE	2017-12-01	0.043	0.046	64,731	9,965,158	0.229	0.186	8.814	28.6	2,621,333.25	11,680
ZDGE	2017-12-08	0.03	-0.013	64,731	9,966,442	0.229	0.198	14.925	29.700001	2,640,166.75	4,600
ZDGE	2017-12-15	0.082	0.052	47,123	9,961,390	0.196	0.113	7.293	25.799999	2,659,000	28,960
ZDGE	2017-12-22	0.025	-0.057	47,123	9,964,286	0.195	0.17	6.251	27.9	2,688,692.25	21,640
ZDGE	2017-12-29	-0.011	-0.036	47,123	9,967,260	0.196	0.207	8.495	27.4	2,718,384.5	29,475
ZDGE	2018-01-05	-0.004	0.006	58,206	9,977,410	0.217	0.221	7.098	26.5	2,748,077	8,375
ZDGE	2018-01-12	0.008	0.012	58,206	9,963,099	0.217	0.21	3.305	27	2,777,769.25	12,960
ZDGE	2018-01-19	0.097	0.09	41,339	9,967,742	0.189	0.092	2.088	30.9	2,807,461.5	27,675
ZDGE	2018-01-26	0.008	-0.089	41,339	9,967,320	0.19	0.182	3.076	30.5	2,837,153.75	31,260
ZDGE	2018-02-02	-0.03	-0.038	42,743	9,967,213	0.189	0.219	10.486	30.4	2,866,846.25	12,120
ZDGE	2018-02-09	0.009	0.039	42,743	9,969,604	0.189	0.18	4.399	32.799999	2,896,538.5	40,120
ZDGE	2018-02-16	-0.048	-0.056	42,804	9,968,847	0.188	0.236	9.842	32	2,926,230.75	42,460
ZDGE	2018-02-23	0.028	0.076	42,804	9,969,232	0.189	0.16	3.874	32.400002	2,955,923	5,200
ZDGE	2018-03-02	-0.014	-0.042	33,193	9,968,750	0.158	0.172	5.787	31.9	2,985,615.5	20,560
ZDGE	2018-03-09	-0.033	-0.02	33,193	9,970,239	0.158	0.192	13.005	33.5	3,015,307.75	5,700
ZDGE	2018-03-16	0.034	0.068	32,315	10,200,001	0.154	0.12	17.524	35.700001	3,045,000	24,700
ZDGE	2018-03-23	-0.07	-0.105	32,315	10,191,257	0.155	0.225	4.62	37.299999	3,007,000	10,240
ZDGE	2018-03-30	0.033	0.103	29,202	10,187,498	0.142	0.109	17.283001	32.599998	2,969,000	32,025
ZDGE	2018-04-06	-0.004	-0.036	29,202	10,181,137	0.142	0.146	6.707	32.599998	2,931,000	3,860
ZDGE	2018-04-13	-0.066	-0.063	20,762	10,202,703	0.124	0.19	14.006	30.200001	2,893,000	11,240
ZDGE	2018-04-20	0.01	0.077	20,762	10,201,149	0.123	0.113	15.652	35.5	2,855,000	27,100
ZDGE	2018-04-27	-0.053	-0.063	20,762	10,188,235	0.124	0.177	18.723	43.299999	2,817,000	30,840
ZDGE	2018-05-04	-0.121	-0.068	18,123	10,190,930	0.114	0.235	7.487	42.700001	2,779,000	7,880
ZDGE	2018-05-11	-0.095	0.025	18,123	10,194,175	0.114	0.209	17.15	42	2,741,000	2,940
ZDGE	2018-05-18	-0.05	0.045	10,743	10,192,771	0.09	0.14	580.804016	42.299999	2,703,000	3,580
ZDGE	2018-05-25	-0.123	-0.073	10,743	10,189,125	0.09	0.213	27.267	43.099998	2,665,000	5,850
ZDGE	2018-06-01	0.001	0.124	11,850	10,181,819	0.096	0.095	34.882	39.200001	2,627,000	8,750
ZDGE	2018-06-08	-0.126	-0.127	11,850	10,193,371	0.097	0.223	25.238001	36.900002	2,589,000	9,260
ZDGE	2018-06-15	-0.058	0.068	8,960	10,247,933	0.082	0.139	33.108002	37.200001	2,551,000	39,280
ZDGE	2018-06-22	-0.135	-0.077	8,960	10,260,417	0.081	0.216	66.918999	39.400002	2,552,350	9,140
ZDGE	2018-06-29	-0.097	0.038	8,960	10,265,957	0.082	0.179	22.284	38.599998	2,553,700	11,480
ZDGE	2018-07-06	-0.139	-0.042	9,254	10,253,807	0.079	0.218	37.946999	40.400002	2,555,050	3,250
ZDGE	2018-07-13	-0.118	0.021	9,254	10,256,410	0.079	0.196	37.208	40	2,556,400.25	1,960
ZDGE	2018-07-20	-0.014	0.104	14,189	10,253,164	0.095	0.109	16.461	32.400002	2,557,750	5,720
ZDGE	2018-07-27	-0.091	-0.077	14,189	10,268,456	0.096	0.187	19.259001	30.6	2,559,100	2,900
ZDGE	2018-08-03	-0.012	0.079	11,832	10,273,225	0.088	0.1	8.141	28.200001	2,560,450	10,500
ZDGE	2018-08-10	-0.098	-0.085	11,832	10,264,151	0.088	0.186	59.613998	27.200001	2,561,800	24,320
ZDGE	2018-08-17	-0.036	0.061	8,200	10,270,270	0.072	0.108	28.546	26.6	2,563,150	3,840
ZDGE	2018-08-24	-0.11	-0.074	8,200	10,258,302	0.072	0.182	36.134998	27.799999	2,564,500	5,990
ZDGE	2018-08-31	-0.043	0.067	9,701	10,273,038	0.077	0.119	30.023001	30.1	2,565,850	11,740
ZDGE	2018-09-07	-0.087	-0.045	9,701	10,269,232	0.077	0.164	44.960999	26.700001	2,567,200	4,037.5
ZDGE	2018-09-14	-0.073	0.015	9,701	10,247,933	0.077	0.15	28.957001	24.799999	2,568,550	2,840
ZDGE	2018-09-21	-0.124	-0.051	6,558	10,245,098	0.061	0.184	67.422997	20.9	2,569,900	7,240
ZDGE	2018-09-28	-0.122	0.001	6,558	10,251,256	0.061	0.183	95.403999	20.4	2,571,250	5,840
ZDGE	2018-10-05	-0.046	0.077	6,622	10,264,550	0.057	0.103	84.986	19.4	2,572,600	7,800
ZDGE	2018-10-12	-0.085	-0.039	6,622	10,252,524	0.057	0.142	30.723	20.299999	2,573,950	8,100
ZDGE	2018-10-19	-0.063	0.022	6,240	10,231,215	0.057	0.12	33.901001	17.700001	2,575,300	32,420
ZDGE	2018-10-26	-0.147	-0.084	6,240	10,282,486	0.057	0.204	99.955002	18.200001	2,576,650	24,310
ZDGE	2018-11-02	-0.099	0.048	4,351	10,335,196	0.05	0.149	71.592003	18.5	2,577,999.75	1,750
ZDGE	2018-11-09	-0.179	-0.079	4,351	10,333,334	0.05	0.229	117.622002	18.6	2,545,166.75	9,840
ZDGE	2018-11-16	-0.105	0.074	5,853	10,304,219	0.061	0.166	58.483002	21	2,512,333.25	8,986
ZDGE	2018-11-23	-0.177	-0.072	5,853	10,326,087	0.061	0.238	1,069.19104	28.5	2,479,500	67,725
ZDGE	2018-11-30	-0.139	0.038	6,765	10,309,859	0.067	0.206	1,033.071045	36.599998	2,446,666.75	33,220
ZDGE	2018-12-07	-0.172	-0.033	6,765	10,311,526	0.068	0.24	35.481998	33.099998	2,413,833.25	29,225
ZDGE	2018-12-14	-0.113	0.059	6,765	10,329,218	0.068	0.181	74.432999	25.1	2,381,000	10,100
ZDGE	2018-12-21	-0.063	0.05	32,152	10,293,040	0.15	0.213	4.394	28.1	2,395,769.25	20,640
ZDGE	2018-12-28	-0.057	0.006	32,152	10,330,578	0.15	0.207	21.054001	25	2,410,538.5	7,275

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