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	2020-02-14	-0.074	-0.036	338,649	15,105,132	0.458	0.531	1.577	847.700012	285,919,072	100,225.953125
ZEPP	2020-02-21	0.042	0.116	528,949	15,104,466	0.573	0.531	1.041	838.599976	287,854,816	86,555.3125
ZEPP	2020-02-28	0.071	0.03	528,949	15,105,634	0.574	0.503	0.571	858	289,790,560	121,178.851563
ZEPP	2020-03-06	0.013	-0.059	396,669	15,105,741	0.504	0.491	0.957	800	291,726,336	89,261.851563
ZEPP	2020-03-13	0.013	0	396,669	15,105,357	0.505	0.492	1.365	845.900024	293,662,080	171,370
ZEPP	2020-03-20	-0.042	-0.055	332,901	15,469,232	0.453	0.495	0.494	804.400024	295,597,824	118,334.296875
ZEPP	2020-03-27	-0.08	-0.038	332,901	15,469,314	0.454	0.534	1.822	857	295,597,824	127,770.953125
ZEPP	2020-04-03	0.244	0.324	770,994	15,470,017	0.644	0.4	0.193	763.599976	295,597,824	75,952.75
ZEPP	2020-04-10	0.213	-0.031	770,994	15,469,117	0.644	0.431	0.282	791.400024	295,597,824	72,343.1875
ZEPP	2020-04-17	0.183	-0.03	657,724.0625	15,470,547	0.625	0.442	0.441	861.400024	295,597,824	77,689.546875
ZEPP	2020-04-24	0.138	-0.045	657,724.0625	15,469,255	0.626	0.488	0.762	764.799988	295,597,824	65,694.453125
ZEPP	2020-05-01	0.224	0.086	705,686	15,470,516	0.641	0.416	0.615	766.099976	247,860,064	75,399.25
ZEPP	2020-05-08	0.237	0.012	705,686	15,470,371	0.64	0.404	0.293	835.400024	200,122,304	54,522.351563
ZEPP	2020-05-15	0.174	-0.062	702,729	15,478,011	0.635	0.461	0.532	647.599976	152,384,544	113,614.351563
ZEPP	2020-05-22	0.136	-0.038	702,729	15,479,167	0.635	0.499	0.787	594.400024	152,872,672	88,202.046875
ZEPP	2020-05-29	0.212	0.076	702,729	15,478,724	0.635	0.423	0.296	582	153,360,800	123,697.75
ZEPP	2020-06-05	0.205	-0.006	911,369	15,478,670	0.687	0.482	0.218	624.099976	153,848,928	76,415.796875
ZEPP	2020-06-12	0.198	-0.007	911,369	15,478,011	0.688	0.49	0.241	647.599976	154,337,056	102,781.703125
ZEPP	2020-06-19	0.278	0.08	1,019,051	15,479,511	0.71	0.433	0.268	710.200012	154,825,184	103,351.101563
ZEPP	2020-06-26	0.198	-0.08	1,019,051	15,478,724	0.71	0.512	0.219	727.5	155,313,312	80,804.398438
ZEPP	2020-07-03	0.221	0.023	1,081,336.125	15,479,153	0.72	0.499	0.331	920.700012	155,801,456	156,567.4375
ZEPP	2020-07-10	0.181	-0.039	1,081,336.125	15,478,539	0.721	0.539	0.412	1,067.400024	156,289,584	287,410.09375
ZEPP	2020-07-17	0.123	-0.059	847,371	15,477,848	0.659	0.537	0.409	978.200012	156,777,712	107,256.148438
ZEPP	2020-07-24	0.095	-0.028	847,371	15,478,764	0.659	0.564	1.047	830.900024	157,265,840	90,997.25
ZEPP	2020-07-31	0.112	0.018	553,475	15,478,645	0.572	0.46	0.346	840.799988	157,753,968	59,652.449219
ZEPP	2020-08-07	0.048	-0.064	553,475	15,477,973	0.573	0.525	0.442	702.700012	158,242,096	150,687.90625
ZEPP	2020-08-14	0.099	0.05	553,475	15,477,738	0.576	0.477	0.611	903.900024	158,730,224	157,757.546875
ZEPP	2020-08-21	0.063	-0.036	592,001	15,489,498	0.596	0.533	0.339	825.900024	159,218,368	152,309.40625
ZEPP	2020-08-28	0.106	0.044	592,001	15,488,664	0.596	0.489	0.427	792.400024	170,196,544	73,896.796875
ZEPP	2020-09-04	0.114	0.008	793,776	15,489,525	0.66	0.546	0.456	768.900024	181,174,736	92,680
ZEPP	2020-09-11	0.209	0.095	793,776	15,489,353	0.66	0.451	0.253	756.5	192,152,928	65,925.9375
ZEPP	2020-09-18	0.161	-0.049	958,955	15,488,735	0.696	0.535	0.268	852.5	203,131,120	116,069.703125
ZEPP	2020-09-25	0.219	0.058	958,955	15,489,772	0.695	0.476	0.203	787.5	214,109,312	62,971.949219
ZEPP	2020-10-02	0.297	0.078	1,031,792	15,489,772	0.704	0.407	0.154	787.5	225,087,504	38,814.449219
ZEPP	2020-10-09	0.224	-0.072	1,031,792	15,489,012	0.703	0.479	0.363	845.700012	236,065,696	58,224
ZEPP	2020-10-16	0.218	-0.007	991,053	15,488,997	0.692	0.474	0.251	760.200012	247,043,872	82,347
ZEPP	2020-10-23	0.265	0.047	991,053	15,488,432	0.691	0.426	0.243	723	258,022,064	76,610.75
ZEPP	2020-10-30	0.261	-0.003	918,813	15,490,154	0.68	0.419	0.478	723.700012	269,000,256	49,422.648438
ZEPP	2020-11-06	0.253	-0.009	918,813	15,489,811	0.681	0.428	0.288	790.599976	279,978,464	57,638.851563
ZEPP	2020-11-13	0.234	-0.019	918,813	15,488,354	0.683	0.449	0.304	824.599976	290,956,640	70,846.898438
ZEPP	2020-11-20	0.215	-0.019	875,170	15,488,798	0.672	0.457	0.429	912.599976	301,934,816	134,864.15625
ZEPP	2020-11-27	0.209	-0.006	875,170	15,505,276	0.67	0.461	0.296	764.099976	312,913,024	241,835.1875
ZEPP	2020-12-04	0.15	-0.059	702,256	15,504,867	0.632	0.482	0.314	764.700012	310,615,648	111,019.351563
ZEPP	2020-12-11	0.092	-0.058	702,256	15,505,476	0.631	0.54	0.592	736.200012	308,318,240	120,268.203125
ZEPP	2020-12-18	0.168	0.077	859,319	15,504,494	0.669	0.501	0.215	759.099976	306,020,864	91,483.796875
ZEPP	2020-12-25	0.134	-0.034	859,319	15,505,430	0.668	0.534	0.608	742.400024	303,723,488	95,863.3125
ZEPP	2021-01-01	0.255	0.121	964,341	15,504,219	0.686	0.431	0.272	734.900024	301,426,112	70,993.1875
ZEPP	2021-01-08	0.199	-0.056	964,341	15,504,123	0.686	0.487	0.264	827.299988	299,128,736	129,101.046875
ZEPP	2021-01-15	0.182	-0.017	932,035	15,505,475	0.672	0.49	0.393	849.700012	296,831,328	95,761.703125
ZEPP	2021-01-22	0.193	0.01	932,035	15,504,633	0.673	0.48	0.371	937.099976	294,533,952	130,973.625
ZEPP	2021-01-29	0.173	-0.019	932,035	15,505,106	0.672	0.498	0.366	850.299988	292,236,576	121,041.953125
ZEPP	2021-02-05	0.184	0.011	910,753	15,505,732	0.669	0.485	0.196	919.799988	289,939,200	81,536.796875
ZEPP	2021-02-12	0.173	-0.011	910,753	15,504,993	0.667	0.494	0.355	1,117.599976	287,641,824	208,245.953125
ZEPP	2021-02-19	0.203	0.03	915,846	15,504,564	0.676	0.473	0.44	1,223	285,344,448	281,956.1875
ZEPP	2021-02-26	0.115	-0.088	915,846	15,505,141	0.677	0.562	0.515	1,025.199951	283,047,040	153,118.296875
ZEPP	2021-03-05	0.182	0.067	915,846	15,504,539	0.679	0.497	0.548	888.099976	280,749,664	140,676.796875
ZEPP	2021-03-12	0.121	-0.061	915,846	15,504,172	0.679	0.558	0.518	891.799988	278,452,288	122,980.046875
ZEPP	2021-03-19	0.161	0.04	862,535	15,530,185	0.662	0.501	0.594	802.599976	276,154,912	165,520.34375
ZEPP	2021-03-26	0.112	-0.049	862,535	15,528,892	0.661	0.549	0.743	666.5	276,154,912	160,669.453125
ZEPP	2021-04-02	0.257	0.145	1,065,587	15,528,385	0.686	0.429	0.242	711.200012	276,154,912	100,218.6875
ZEPP	2021-04-09	0.24	-0.017	1,065,587	15,529,331	0.684	0.444	0.257	677.700012	276,154,912	60,367.101563
ZEPP	2021-04-16	0.148	-0.092	798,417	15,530,087	0.627	0.479	0.563	650.400024	276,154,912	75,489.148438
ZEPP	2021-04-23	0.158	0.01	798,417	15,634,957	0.625	0.467	0.971	667.299988	276,154,912	66,606.296875
ZEPP	2021-04-30	0.2	0.042	766,741	15,632,911	0.611	0.411	0.208	642.200012	237,642,208	52,159.449219
ZEPP	2021-05-07	0.178	-0.022	766,741	15,634,797	0.609	0.431	0.378	598.5	199,129,520	62,112.550781
ZEPP	2021-05-14	0.147	-0.031	766,741	15,675,222	0.61	0.463	0.691	561.799988	160,616,816	134,711.40625
ZEPP	2021-05-21	0.148	0.001	825,338	15,673,375	0.622	0.474	0.178	607.5	167,495,600	73,100.25
ZEPP	2021-05-28	0.161	0.013	825,338	15,675,676	0.622	0.461	0.325	626.400024	174,374,384	50,196.050781
ZEPP	2021-06-04	0.217	0.056	991,039	15,675,610	0.646	0.429	0.322	642.700012	181,253,152	43,342
ZEPP	2021-06-11	0.16	-0.057	991,039	15,674,715	0.647	0.487	0.638	662.099976	188,131,936	40,723.550781
ZEPP	2021-06-18	0.187	0.027	1,011,811.9375	15,674,931	0.648	0.461	0.399	682.799988	195,010,720	95,511.398438
ZEPP	2021-06-25	0.229	0.042	1,011,811.9375	15,673,836	0.648	0.42	0.271	714.099976	201,889,504	35,192
ZEPP	2021-07-02	0.203	-0.026	945,318	15,674,955	0.637	0.434	0.431	706	208,768,288	60,839.949219
ZEPP	2021-07-09	0.196	-0.007	945,318	15,674,184	0.637	0.441	1.022	653.299988	215,647,056	59,062.125
ZEPP	2021-07-16	0.263	0.067	1,085,151	15,674,904	0.658	0.396	0.559	659.599976	222,525,840	56,481.851563
ZEPP	2021-07-23	0.286	0.024	1,085,151	15,673,538	0.659	0.373	0.173	653.900024	229,404,624	33,325
ZEPP	2021-07-30	0.313	0.027	998,682	15,675,493	0.645	0.332	0.257	698.5	236,283,392	42,944.851563
ZEPP	2021-08-06	0.244	-0.069	998,682	15,674,779	0.646	0.403	0.419	708.5	243,162,176	29,003.550781
ZEPP	2021-08-13	0.254	0.01	998,682	15,675,547	0.648	0.394	0.25	659	250,040,960	20,985.550781
ZEPP	2021-08-20	0.289	0.035	1,071,630	15,738,929	0.66	0.371	0.222	611.299988	256,919,744	40,960.699219
ZEPP	2021-08-27	0.256	-0.033	1,071,630	15,738,317	0.66	0.405	0.161	673.599976	254,452,688	23,520.400391
ZEPP	2021-09-03	0.326	0.071	994,490	15,737,556	0.647	0.321	0.222	695.599976	251,985,616	32,853.648438
ZEPP	2021-09-10	0.267	-0.059	994,490	15,739,195	0.648	0.381	0.247	640.900024	249,518,560	18,832.623047
ZEPP	2021-09-17	0.264	-0.003	975,984	15,737,041	0.646	0.383	0.506	582.900024	247,051,504	37,602.398438
ZEPP	2021-09-24	0.31	0.046	975,984	15,738,832	0.647	0.337	0.112	549.599976	244,584,448	40,156.050781
ZEPP	2021-10-01	0.19	-0.12	642,011	15,738,066	0.578	0.388	0.576	501.100006	242,117,392	70,471.101563
ZEPP	2021-10-08	0.188	-0.002	642,011	15,739,477	0.579	0.391	0.302	553.400024	239,650,336	37,616.050781
ZEPP	2021-10-15	0.177	-0.011	600,736	15,737,797	0.566	0.389	0.234	554.599976	237,183,280	19,601.800781
ZEPP	2021-10-22	0.159	-0.018	600,736	15,739,131	0.565	0.406	1.067	579.200012	234,716,208	20,771.650391
ZEPP	2021-10-29	0.186	0.028	600,736	15,736,906	0.566	0.379	0.487	516.799988	232,249,152	22,561.449219
ZEPP	2021-11-05	0.134	-0.053	440,043	15,738,122	0.503	0.37	0.296	556.5	229,782,096	18,210
ZEPP	2021-11-12	0.125	-0.008	440,043	15,738,328	0.504	0.379	1.394	579.799988	227,315,040	19,716.900391
ZEPP	2021-11-19	0.222	0.096	570,467	15,781,453	0.558	0.336	0.346	486.700012	224,847,984	57,182.199219
ZEPP	2021-11-26	0.184	-0.037	570,467	15,782,068	0.558	0.374	0.699	482.299988	225,305,792	29,235.75
ZEPP	2021-12-03	0.26	0.076	617,952	15,780,991	0.583	0.323	0.358	381.899994	225,763,600	57,758.5
ZEPP	2021-12-10	0.216	-0.044	617,952	15,779,966	0.583	0.367	0.321	384.399994	226,221,408	41,699.148438
ZEPP	2021-12-17	0.162	-0.054	496,156	15,781,584	0.545	0.383	0.842	294.799988	226,679,216	166,342.75
ZEPP	2021-12-24	0.077	-0.085	496,156	15,781,854	0.545	0.468	0.398	327	227,137,024	94,392.375
ZEPP	2021-12-31	0.113	0.037	576,584	15,782,177	0.562	0.448	0.288	318.799988	227,594,832	101,977.148438
ZEPP	2022-01-07	0.125	0.011	576,584	15,778,770	0.561	0.436	0.977	318.100006	228,052,640	54,563.199219

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