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
ZEPP	2022-01-14	0.193	0.068	576,584	15,778,770	0.56	0.367	0.488	318.100006	228,510,448	45,891
ZEPP	2022-01-21	0.173	-0.02	532,424	15,778,770	0.546	0.373	0.562	318.100006	228,968,256	31,925.5
ZEPP	2022-01-28	0.158	-0.014	532,424	15,783,409	0.545	0.387	0.756	274	229,426,064	50,797.949219
ZEPP	2022-02-04	0.206	0.047	551,398	15,781,249	0.547	0.341	0.448	282.799988	229,883,872	30,586.199219
ZEPP	2022-02-11	0.189	-0.016	551,398	15,779,446	0.546	0.356	0.6	273.299988	230,341,680	31,199.300781
ZEPP	2022-02-18	0.193	0.004	542,135	15,779,763	0.533	0.34	0.542	265.100006	230,799,488	31,335.75
ZEPP	2022-02-25	0.172	-0.021	542,135	15,778,364	0.533	0.362	1.061	239.199997	231,257,296	34,864.375
ZEPP	2022-03-04	0.144	-0.028	472,310.03125	15,781,250	0.493	0.349	0.646	202	231,715,104	23,670.300781
ZEPP	2022-03-11	0.197	0.054	472,310.03125	15,780,074	0.493	0.296	0.502	167.899994	232,172,912	47,510
ZEPP	2022-03-18	0.152	-0.045	423,998.03125	15,846,775	0.465	0.313	0.781	196.5	232,630,720	78,392.25
ZEPP	2022-03-25	0.135	-0.017	423,998.03125	15,847,315	0.465	0.33	0.628	188.899994	232,630,720	85,376.046875
ZEPP	2022-04-01	0.127	-0.008	423,956	15,844,948	0.464	0.337	0.498	181.899994	232,630,720	45,848.699219
ZEPP	2022-04-08	0.151	0.023	423,956	15,842,013	0.464	0.313	0.925	182.5	232,630,720	28,582.900391
ZEPP	2022-04-15	0.189	0.038	426,369.96875	15,849,056	0.472	0.283	0.332	168	232,630,720	26,772.6875
ZEPP	2022-04-22	0.181	-0.007	426,369.96875	15,846,303	0.471	0.29	0.653	162.899994	232,630,720	24,847.349609
ZEPP	2022-04-29	0.172	-0.009	396,241.96875	15,702,478	0.457	0.285	1.605	152	232,630,720	23,591.449219
ZEPP	2022-05-06	0.156	-0.016	396,241.96875	15,705,129	0.457	0.301	1.802	147	200,969,792	30,921.449219
ZEPP	2022-05-13	0.173	0.017	396,241.96875	15,701,358	0.457	0.284	0.076	138.800003	169,308,864	30,259.5
ZEPP	2022-05-20	0.184	0.011	486,183	15,700,933	0.494	0.31	0.659	134.399994	137,647,936	41,376.199219
ZEPP	2022-05-27	0.152	-0.031	486,183	15,597,562	0.496	0.343	0.623	127.900002	105,987,000	39,477.753906
ZEPP	2022-06-03	0.073	-0.08	392,675	15,595,239	0.444	0.371	0.722	131	109,769,552	91,253.875
ZEPP	2022-06-10	0.102	0.029	392,675	15,588,943	0.444	0.343	1.1	129.699997	113,552,128	34,774.300781
ZEPP	2022-06-17	0.172	0.071	558,805	15,598,959	0.514	0.341	0.436	119.800003	117,334,688	45,866.949219
ZEPP	2022-06-24	0.219	0.047	558,805	15,591,133	0.514	0.295	0.278	126.599998	121,117,256	18,261.25
ZEPP	2022-07-01	0.119	-0.1	364,292	15,593,221	0.415	0.297	0.515	110.400002	124,899,816	25,589.75
ZEPP	2022-07-08	0.115	-0.004	364,292	15,590,659	0.415	0.301	0.942	113.5	128,682,376	35,039.5
ZEPP	2022-07-15	0.083	-0.031	306,265	15,588,235	0.374	0.291	0.689	106	132,464,944	27,278.849609
ZEPP	2022-07-22	0.081	-0.002	306,265	15,589,888	0.374	0.292	0.492	111	136,247,504	17,836.650391
ZEPP	2022-07-29	0.144	0.063	306,265	15,589,081	0.374	0.23	0.711	108.5	140,030,064	10,646.799805
ZEPP	2022-08-05	0.029	-0.115	217,363.015625	15,591,716	0.302	0.273	1.372	105.400002	143,812,624	14,651.75
ZEPP	2022-08-12	0.044	0.015	217,363.015625	15,600,490	0.302	0.258	0.767	127.300003	147,595,200	23,229.050781
ZEPP	2022-08-19	0.133	0.089	322,865	15,591,133	0.395	0.262	1.098	126.599998	151,377,760	27,491.800781
ZEPP	2022-08-26	0.096	-0.037	322,865	15,357,142	0.398	0.302	0.43	116.099998	155,160,320	19,354.5
ZEPP	2022-09-02	0.079	-0.017	305,105	15,357,142	0.391	0.312	1.524	116.099998	156,210,368	18,190.349609
ZEPP	2022-09-09	0.119	0.041	305,105	15,362,500	0.39	0.271	2.195	122.900002	157,260,432	12,169.311523
ZEPP	2022-09-16	0.055	-0.065	248,759.015625	15,363,129	0.347	0.292	1.821	110	158,310,480	17,130.5
ZEPP	2022-09-23	0.066	0.011	248,759.015625	15,354,730	0.347	0.281	1.095	90.900002	159,360,528	20,002.599609
ZEPP	2022-09-30	0.065	-0.001	244,932.984375	15,364,963	0.335	0.27	0.695	84.199997	160,410,592	24,945.25
ZEPP	2022-10-07	0.04	-0.025	244,932.984375	15,357,141	0.336	0.295	1.813	81.699997	161,460,640	11,656.700195
ZEPP	2022-10-14	0.055	0.015	244,932.984375	15,348,361	0.336	0.281	1.261	74.900002	162,510,704	15,145.549805
ZEPP	2022-10-21	0.165	0.11	328,853	15,363,249	0.4	0.235	0.567	71.900002	163,560,752	8,803.549805
ZEPP	2022-10-28	0.139	-0.026	328,853	15,354,331	0.401	0.261	0.43	78	164,610,800	11,901.200195
ZEPP	2022-11-04	0.15	0.011	330,191	15,348,361	0.395	0.245	0.963	74.900002	165,660,864	15,177.849609
ZEPP	2022-11-11	0.126	-0.024	330,191	15,354,331	0.395	0.269	1.389	78	166,710,912	17,274.300781
ZEPP	2022-11-18	-0.037	-0.162	109,376	15,359,848	0.217	0.254	6.425	81.099998	167,760,960	21,675.349609
ZEPP	2022-11-25	-0.053	-0.017	109,376	15,315,682	0.217	0.27	3.2	75.199997	168,811,024	10,918.438477
ZEPP	2022-12-02	-0.044	0.01	121,625	15,317,163	0.236	0.28	4.478	82.099998	167,706,976	23,156.199219
ZEPP	2022-12-09	-0.039	0.004	121,625	15,320,513	0.236	0.276	2.714	95.599998	166,602,944	28,924.949219
ZEPP	2022-12-16	-0.065	-0.025	111,759	15,318,182	0.23	0.294	2.34	101.099998	165,498,896	28,289.449219
ZEPP	2022-12-23	-0.092	-0.028	111,759	15,316,667	0.229	0.322	4.415	91.900002	164,394,864	24,788.900391
ZEPP	2022-12-30	-0.113	-0.021	86,419	15,327,586	0.2	0.313	1.894	88.900002	163,290,816	19,640.376953
ZEPP	2023-01-06	-0.102	0.011	86,419	15,323,033	0.2	0.302	3.592	109.099998	162,186,784	21,746.3125
ZEPP	2023-01-13	-0.098	0.004	86,419	15,325,581	0.2	0.298	3.211	131.800003	161,082,736	33,116.550781
ZEPP	2023-01-20	-0.179	-0.081	27,742	15,316,900	0.124	0.303	5.03	130.5	159,978,704	18,119.0625
ZEPP	2023-01-27	-0.167	0.012	27,742	15,316,900	0.124	0.291	3.91	130.5	158,874,656	13,143.099609
ZEPP	2023-02-03	-0.117	0.05	50,629	15,318,627	0.165	0.282	9.212	125	157,770,624	9,580.450195
ZEPP	2023-02-10	-0.133	-0.017	50,629	15,319,149	0.165	0.298	54.483002	115.199997	156,666,576	18,963.25
ZEPP	2023-02-17	-0.09	0.043	54,377	15,320,855	0.17	0.261	8.293	114.599998	155,562,544	7,117
ZEPP	2023-02-24	-0.095	-0.005	54,377	15,321,637	0.17	0.265	3.499	104.800003	154,458,496	5,639.375
ZEPP	2023-03-03	-0.107	-0.012	43,720	15,314,137	0.157	0.265	8.316	105.300003	153,354,464	7,780.649902
ZEPP	2023-03-10	-0.126	-0.018	43,720	15,320,513	0.157	0.283	11.126	95.599998	152,250,416	6,335.399902
ZEPP	2023-03-17	-0.103	0.023	34,232	15,312,500	0.142	0.245	7.548	93.099998	151,146,384	6,890.600098
ZEPP	2023-03-24	-0.126	-0.023	34,232	15,296,296	0.142	0.268	6.275	82.599998	150,042,336	8,746.349609
ZEPP	2023-03-31	-0.113	0.014	32,229	15,305,344	0.133	0.246	6.06	80.199997	150,042,336	17,984.800781
ZEPP	2023-04-07	-0.145	-0.032	32,229	15,307,693	0.133	0.278	9.694	79.599998	150,042,336	9,677.188477
ZEPP	2023-04-14	-0.11	0.035	32,229	15,300,752	0.133	0.243	5.365	81.400002	150,042,336	7,152.899902
ZEPP	2023-04-21	-0.177	-0.066	12,762	15,305,344	0.084	0.26	38.030998	80.199997	150,042,336	5,422.399902
ZEPP	2023-04-28	-0.178	-0.002	12,762	15,325,342	0.083	0.262	12.888	89.5	150,042,336	9,679.450195
ZEPP	2023-05-05	-0.102	0.076	48,779	15,336,880	0.157	0.26	3.408	86.5	135,113,152	5,379.149902
ZEPP	2023-05-12	-0.067	0.036	48,779	15,338,346	0.158	0.225	6.075	81.599998	120,183,984	13,841.049805
ZEPP	2023-05-19	-0.062	0.004	53,134	15,326,923	0.165	0.227	4.563	79.699997	105,254,800	4,977.649902
ZEPP	2023-05-26	-0.065	-0.003	53,134	15,328,948	0.164	0.229	4.529	69.900002	90,325,616	16,353.650391
ZEPP	2023-06-02	-0.084	-0.019	61,178	15,331,860	0.171	0.255	9.861	69.300003	90,359,648	10,290.375
ZEPP	2023-06-09	-0.061	0.023	61,178	15,324,337	0.171	0.232	1.87	70.400002	90,393,680	12,046.700195
ZEPP	2023-06-16	-0.078	-0.018	60,063	15,320,513	0.168	0.246	3.535	71.699997	90,427,712	13,417.049805
ZEPP	2023-06-23	-0.062	0.016	60,063	15,312,500	0.168	0.23	2.076	68.599998	90,461,744	9,136.75
ZEPP	2023-06-30	-0.038	0.024	63,711	15,328,948	0.171	0.209	10.456	69.900002	90,495,776	10,003.5
ZEPP	2023-07-07	-0.059	-0.021	63,711	15,328,948	0.171	0.23	2.375	69.900002	90,529,808	8,487.375
ZEPP	2023-07-14	-0.059	0	63,711	15,331,860	0.171	0.23	2.188	69.300003	90,563,832	13,591.549805
ZEPP	2023-07-21	-0.051	0.009	60,496	15,328,948	0.164	0.215	4.75	69.900002	90,597,864	7,527.799805
ZEPP	2023-07-28	-0.057	-0.006	60,496	15,312,501	0.164	0.221	11.615	78.400002	90,631,896	16,766.449219
ZEPP	2023-08-04	-0.062	-0.005	58,726	15,317,460	0.164	0.226	11.334	77.199997	90,665,928	13,323.299805
ZEPP	2023-08-11	-0.084	-0.022	58,726	15,324,429	0.164	0.248	13.138	80.300003	90,699,960	11,746.099609
ZEPP	2023-08-18	-0.077	0.007	34,930	15,312,499	0.131	0.208	6.676	73.5	90,733,992	8,746.150391
ZEPP	2023-08-25	-0.099	-0.022	34,930	15,221,240	0.131	0.23	0.35	68.800003	90,768,016	12,208.900391
ZEPP	2023-09-01	-0.07	0.03	41,213	15,213,674	0.141	0.21	3.007	71.199997	90,270,008	9,856.299805
ZEPP	2023-09-08	-0.095	-0.025	41,213	15,229,166	0.141	0.235	79.283997	73.099998	89,771,992	11,754.061523
ZEPP	2023-09-15	-0.03	0.065	53,986	15,211,865	0.158	0.188	2.501	71.800003	89,273,984	12,391.049805
ZEPP	2023-09-22	-0.051	-0.021	53,986	15,221,240	0.158	0.209	6.267	68.800003	88,775,968	6,858.5
ZEPP	2023-09-29	-0.052	-0.001	53,986	15,217,392	0.158	0.21	3.115	70	88,277,960	13,096.200195
ZEPP	2023-10-06	-0.012	0.04	70,939	15,219,298	0.179	0.19	13.353	69.400002	87,779,944	3,694.699951
ZEPP	2023-10-13	-0.012	-0.001	70,939	15,217,392	0.179	0.192	5.558	70	87,281,936	7,444.299805
ZEPP	2023-10-20	-0.01	0.002	79,400	15,214,287	0.187	0.197	4.975	63.900002	86,783,920	8,818.349609
ZEPP	2023-10-27	-0.012	-0.002	79,400	15,225,516	0.186	0.199	1.653	61.099998	86,285,912	10,415.599609
ZEPP	2023-11-03	-0.042	-0.029	53,929	15,211,865	0.155	0.197	7.282	71.800003	85,787,896	22,691.699219
ZEPP	2023-11-10	-0.032	0.009	53,929	15,215,517	0.155	0.188	4.353	70.599998	85,289,888	5,655.549805
ZEPP	2023-11-17	0.003	0.036	56,854	15,223,577	0.162	0.159	4.417	74.900002	84,791,872	8,201
ZEPP	2023-11-24	-0.033	-0.036	56,854	15,193,966	0.162	0.194	18.662001	70.5	84,293,856	31,180.623047
ZEPP	2023-12-01	-0.083	-0.05	41,980	15,199,387	0.144	0.228	4.695	99.099998	84,274,080	14,325.599609
ZEPP	2023-12-08	-0.111	-0.028	41,980	15,198,676	0.144	0.255	6.698	91.800003	84,254,296	28,233

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