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
ZVIA	2023-02-24	-0.104	-0.044	465,473.96875	68,882,984	0.225	0.329	5.956	259	36,409,884	248,208
ZVIA	2023-03-03	-0.104	-0.001	367,416	68,880,000	0.205	0.309	3.409	258.299988	35,887,940	142,907.40625
ZVIA	2023-03-10	-0.076	0.029	367,416	70,365,856	0.203	0.278	4.73	230.800003	35,366,000	102,316.398438
ZVIA	2023-03-17	-0.068	0.008	352,564	70,366,672	0.196	0.264	3.402	211.100006	36,247,556	102,557.601563
ZVIA	2023-03-24	-0.071	-0.004	352,564	70,374,640	0.196	0.267	4.695	244.199997	37,129,112	69,092
ZVIA	2023-03-31	-0.006	0.065	363,148	70,363,640	0.195	0.201	3.417	270.899994	38,010,668	112,197.601563
ZVIA	2023-04-07	-0.053	-0.046	363,148	70,375,336	0.195	0.247	3.812	262.5	38,892,224	66,314.5
ZVIA	2023-04-14	0.05	0.102	363,148	70,366,192	0.195	0.145	4.7	249.800003	39,773,776	68,386.796875
ZVIA	2023-04-21	-0.02	-0.07	418,732	70,370,368	0.203	0.224	5.483	247	40,655,332	58,294
ZVIA	2023-04-28	0.059	0.079	418,732	70,370,368	0.204	0.145	3.675	247	41,536,888	55,989
ZVIA	2023-05-05	0.019	-0.04	411,911	70,350,872	0.202	0.182	3.146	240.600006	42,418,444	42,914.398438
ZVIA	2023-05-12	0.056	0.037	411,911	70,648,960	0.202	0.146	1.462	239.5	43,300,000	57,921
ZVIA	2023-05-19	0.048	-0.008	393,079	70,656,176	0.196	0.148	4.053	269.200012	43,218,540	66,627.398438
ZVIA	2023-05-26	-0.014	-0.062	393,079	70,643,432	0.196	0.21	0.287	263.5	43,137,076	112,693
ZVIA	2023-06-02	-0.073	-0.06	267,935	70,645,160	0.167	0.24	4.785	284.700012	43,055,616	83,886.492188
ZVIA	2023-06-09	-0.125	-0.052	267,935	70,656,104	0.167	0.293	8.682	312.299988	42,974,152	95,155.601563
ZVIA	2023-06-16	-0.081	0.044	301,380	70,638,296	0.175	0.256	6.469	332	42,892,692	193,917.796875
ZVIA	2023-06-23	-0.235	-0.154	301,380	70,654,632	0.175	0.409	4.3	313	42,811,232	910,022
ZVIA	2023-06-30	-0.164	0.071	307,865	70,649,648	0.176	0.34	3.597	304.5	42,729,768	152,263.40625
ZVIA	2023-07-07	-0.137	0.027	307,865	70,640,392	0.176	0.313	8.727	286.799988	42,648,308	95,118.75
ZVIA	2023-07-14	-0.081	0.057	307,865	70,643,560	0.176	0.256	5.457	285.399994	42,566,848	135,978.796875
ZVIA	2023-07-21	-0.036	0.045	896,718	70,644,392	0.312	0.347	2.627	296	42,485,384	124,174.398438
ZVIA	2023-07-28	-0.056	-0.02	896,718	70,661,768	0.312	0.368	2.142	192.199997	42,403,928	482,208
ZVIA	2023-08-04	-0.06	-0.003	843,903	70,634,920	0.304	0.364	2.958	178	42,322,460	315,776.59375
ZVIA	2023-08-11	-0.08	-0.02	843,903	71,340,992	0.304	0.384	1.491	186.199997	42,241,000	317,147.59375
ZVIA	2023-08-18	-0.015	0.064	804,713	71,370,968	0.303	0.318	1.531	177	42,306,232	158,247.40625
ZVIA	2023-08-25	-0.023	-0.008	804,713	71,347,832	0.303	0.326	1.996	164.100006	42,371,460	128,758.796875
ZVIA	2023-09-01	0.052	0.075	820,133	71,363,632	0.305	0.253	0.95	188.399994	42,436,696	88,477.398438
ZVIA	2023-09-08	0.034	-0.018	820,133	71,340,992	0.306	0.271	3.209	186.199997	42,501,924	80,354.75
ZVIA	2023-09-15	0.068	0.034	829,039	71,348,312	0.31	0.242	1.4	190.5	42,567,152	127,876.398438
ZVIA	2023-09-22	0.013	-0.055	829,039	71,367,520	0.311	0.298	3.671	167	42,632,384	112,305.398438
ZVIA	2023-09-29	0.087	0.074	829,039	71,351,352	0.312	0.225	2.007	158.399994	42,697,616	56,341
ZVIA	2023-10-06	-0.014	-0.101	724,449	71,356,784	0.277	0.291	1.565	142	42,762,848	91,708.796875
ZVIA	2023-10-13	-0.019	-0.006	724,449	71,354,168	0.278	0.297	2.502	137	42,828,076	86,090.398438
ZVIA	2023-10-20	0.038	0.057	749,542	71,347,152	0.282	0.244	3.005	137.699997	42,893,308	163,031.40625
ZVIA	2023-10-27	-0.035	-0.073	749,542	71,348,312	0.281	0.316	3.795	127	42,958,540	91,044.601563
ZVIA	2023-11-03	0.002	0.037	749,166	71,352,664	0.284	0.282	3.865	147.699997	43,023,768	93,775.796875
ZVIA	2023-11-10	-0.039	-0.041	749,166	71,361,256	0.284	0.322	2.83	136.300003	43,089,000	136,309.59375
ZVIA	2023-11-17	-0.031	0.007	645,291	71,321,584	0.261	0.293	2.585	161.899994	42,777,528	122,818.203125
ZVIA	2023-11-24	-0.031	0.001	645,291	71,336,400	0.261	0.292	2.77	154.800003	42,466,060	104,946.25
ZVIA	2023-12-01	-0.023	0.008	706,874	71,317,072	0.274	0.296	4.124	146.199997	42,154,588	86,674
ZVIA	2023-12-08	-0.057	-0.035	706,874	71,350,000	0.274	0.331	1.849	142.699997	41,843,112	145,235.59375
ZVIA	2023-12-15	-0.012	0.045	696,337	71,343,288	0.273	0.285	2.438	143.399994	41,531,644	134,070.203125
ZVIA	2023-12-22	-0.058	-0.045	696,337	71,350,000	0.273	0.33	3.402	142.699997	41,220,176	129,487.203125
ZVIA	2023-12-29	0.019	0.077	696,337	71,343,288	0.273	0.254	1.788	143.399994	40,908,704	89,677.507813
ZVIA	2024-01-05	-0.051	-0.071	698,156.0625	71,366,120	0.274	0.325	1.763	130.600006	40,597,236	116,427.75
ZVIA	2024-01-12	-0.055	-0.004	698,156.0625	71,340,784	0.274	0.329	3.62	127.699997	40,285,764	108,394.796875
ZVIA	2024-01-19	0.058	0.113	677,199	71,369,048	0.276	0.218	2.623	119.900002	39,974,296	197,331.5
ZVIA	2024-01-26	-0.021	-0.08	677,199	71,337,576	0.276	0.297	0.959	112	39,662,824	133,021.59375
ZVIA	2024-02-02	0.054	0.075	720,441	71,366,464	0.291	0.238	1.757	114.900002	39,351,352	103,738.398438
ZVIA	2024-02-09	-0.001	-0.054	720,441	71,352,944	0.292	0.293	2.96	121.300003	39,039,884	100,154.203125
ZVIA	2024-02-16	0.065	0.066	766,130	71,329,112	0.301	0.236	1.498	112.699997	38,728,412	135,054.59375
ZVIA	2024-02-23	-0.016	-0.081	766,130	71,329,112	0.301	0.317	2.171	112.699997	38,416,940	166,647.5
ZVIA	2024-03-01	0.034	0.05	858,624	71,342,288	0.31	0.276	2	106.300003	38,105,472	175,056.40625
ZVIA	2024-03-08	0.009	-0.025	858,624	71,843,976	0.311	0.302	2.523	101.300003	37,794,000	94,072.398438
ZVIA	2024-03-15	0.01	0.001	999,385	71,848,736	0.343	0.333	2.901	85.5	37,905,668	161,691.203125
ZVIA	2024-03-22	0.036	0.026	999,385	71,869,152	0.344	0.308	1.524	76.900002	38,017,332	165,738.203125
ZVIA	2024-03-29	0.043	0.007	999,385	71,880,344	0.344	0.301	1.456	84.099998	38,129,000	265,702
ZVIA	2024-04-05	0.044	0.001	1,061,891	71,826,920	0.343	0.299	1.211	74.699997	38,240,668	116,201.203125
ZVIA	2024-04-12	0.106	0.063	1,385,069	71,844,664	0.414	0.307	0.932	74	38,352,332	186,706.203125
ZVIA	2024-04-19	0.122	0.016	1,385,069	71,820,952	0.414	0.292	0.747	70.599998	38,464,000	129,549.203125
ZVIA	2024-04-26	0.08	-0.042	1,385,069	71,820,448	0.414	0.334	1.554	57.599998	38,575,668	236,746.59375
ZVIA	2024-05-03	0.09	0.01	1,366,258	71,895,424	0.411	0.321	1.815	66	38,687,332	201,472.40625
ZVIA	2024-05-10	0.074	-0.016	1,366,258	72,278,344	0.411	0.337	1.252	64.400002	38,799,000	225,012.59375
ZVIA	2024-05-17	0.13	0.056	1,471,829	72,285,720	0.425	0.295	0.88	75.900002	38,924,152	155,585.203125
ZVIA	2024-05-24	0.088	-0.041	1,471,829	72,315,792	0.426	0.338	1.319	68.699997	39,049,308	245,510
ZVIA	2024-05-31	0.132	0.044	1,379,974	72,300,472	0.407	0.275	1.093	61.599998	39,174,460	209,715.015625
ZVIA	2024-06-07	0.073	-0.059	1,379,974	72,335,840	0.404	0.331	1.219	67.199997	39,299,616	351,182.8125
ZVIA	2024-06-14	0.063	-0.01	1,379,974	72,332,016	0.404	0.341	1.023	54.900002	39,424,772	386,264.59375
ZVIA	2024-06-21	0.099	0.036	1,498,951	72,275,864	0.427	0.328	0.723	52.400002	39,549,924	243,128.5
ZVIA	2024-06-28	-0.007	-0.106	1,498,951	72,296,296	0.427	0.435	1.092	48.799999	39,675,076	857,371
ZVIA	2024-07-05	-0.005	0.002	1,338,080	72,327,048	0.386	0.391	2.392	46	39,800,232	334,177.75
ZVIA	2024-07-12	-0.01	-0.004	1,338,080	72,280,704	0.387	0.396	1.11	61.799999	39,925,384	365,366.03125
ZVIA	2024-07-19	0.08	0.089	1,216,000	72,281,168	0.358	0.278	1.391	54.5	40,050,540	178,726.203125
ZVIA	2024-07-26	0.087	0.007	1,216,000	72,273,784	0.359	0.272	1.68	62.299999	40,175,692	100,231.796875
ZVIA	2024-08-02	0.012	-0.075	697,500.0625	72,340,424	0.245	0.233	1.718	68	40,300,848	105,336.398438
ZVIA	2024-08-09	0.005	-0.007	697,500.0625	72,758,624	0.243	0.238	2.393	63.299999	40,426,000	132,955.796875
ZVIA	2024-08-16	0.021	0.016	658,217	72,689,072	0.241	0.221	2.226	86.5	40,113,692	291,468.40625
ZVIA	2024-08-23	-0.055	-0.076	658,217	72,678,576	0.242	0.297	2.834	81.400002	39,801,384	167,790
ZVIA	2024-08-30	-0.021	0.034	718,615	72,673,272	0.256	0.277	3.619	73.400002	39,489,076	105,837.796875
ZVIA	2024-09-06	-0.006	0.015	718,615	72,745,096	0.256	0.261	2.491	74.199997	39,176,768	82,518.25
ZVIA	2024-09-13	-0.021	-0.015	718,615	72,727,272	0.255	0.276	2.762	71.199997	38,864,460	101,247.398438
ZVIA	2024-09-20	-0.004	0.017	719,426	72,689,072	0.254	0.258	1.734	86.5	38,552,152	117,493.398438
ZVIA	2024-09-27	-0.009	-0.005	719,426	72,719,296	0.254	0.263	3.533	82.900002	38,239,848	144,055.015625
ZVIA	2024-10-04	0.052	0.06	756,262	72,685,184	0.263	0.211	2.135	78.5	37,927,540	117,595.398438
ZVIA	2024-10-11	0.067	0.015	756,262	72,672,416	0.263	0.196	1.701	84.300003	37,615,232	69,479
ZVIA	2024-10-18	0.006	-0.061	721,393	72,685,184	0.258	0.253	2.274	78.5	37,302,924	131,333.40625
ZVIA	2024-10-25	0.01	0.005	721,393	72,743,360	0.259	0.248	1.845	82.199997	36,990,616	140,820.40625
ZVIA	2024-11-01	-0.003	-0.013	717,507.9375	72,672,416	0.253	0.256	2.616	84.300003	36,678,308	143,964.796875
ZVIA	2024-11-08	-0.058	-0.055	717,507.9375	73,006,536	0.253	0.312	4.499	111.699997	36,366,000	1,092,858.625
ZVIA	2024-11-15	-0.119	-0.061	761,511	72,989,696	0.274	0.393	3.905	141.600006	36,559,248	946,262.1875
ZVIA	2024-11-22	-0.199	-0.08	761,511	73,013,696	0.275	0.474	2.575	159.899994	36,752,500	685,576.8125
ZVIA	2024-11-29	-0.209	-0.01	761,511	73,033,184	0.275	0.483	1.636	154.100006	36,945,752	707,756.25
ZVIA	2024-12-06	-0.309	-0.1	497,720	73,017,544	0.199	0.508	4.702	208.100006	37,139,000	827,970.1875
ZVIA	2024-12-13	-0.284	0.025	497,720	73,000,000	0.199	0.482	4.459	233.600006	37,332,248	1,141,339
ZVIA	2024-12-20	-0.235	0.049	590,128	73,018,864	0.227	0.462	1.603	232.199997	37,525,500	561,425.8125
ZVIA	2024-12-27	-0.287	-0.053	590,128	73,021,392	0.227	0.514	2.313	273.100006	37,718,752	953,180.5
ZVIA	2025-01-03	-0.282	0.005	695,654	73,020,136	0.249	0.532	2.036	326.399994	37,912,000	901,956.75
ZVIA	2025-01-10	-0.269	0.013	695,654	73,009,048	0.249	0.518	1.682	322.700012	38,105,248	909,579.25
ZVIA	2025-01-17	-0.219	0.05	985,011	73,020,832	0.312	0.531	2.094	350.5	38,298,500	1,677,416.75

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