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
ZH	2023-11-24	0.331	0.014	7,938,341	101,353,144	0.716	0.385	0.341	614.200012	1,023,737,728	255,952.25
ZH	2023-12-01	0.252	-0.079	9,006,968	99,239,176	0.737	0.484	0.346	508.700012	1,022,163,008	1,465,826.875
ZH	2023-12-08	0.24	-0.012	9,006,968	99,249,880	0.738	0.498	0.368	595.400024	1,028,994,432	759,345.8125
ZH	2023-12-15	0.217	-0.023	8,324,005	99,241,752	0.731	0.514	0.288	562.799988	1,035,825,792	748,493.375
ZH	2023-12-22	0.241	0.024	8,324,005	99,243,352	0.731	0.49	0.512	564	1,042,657,216	435,804.125
ZH	2023-12-29	0.269	0.028	8,324,005	99,252,400	0.734	0.465	0.413	557.599976	1,049,488,640	388,471.625
ZH	2024-01-05	0.23	-0.039	6,995,236	99,254,904	0.708	0.478	0.278	506.200012	1,056,320,064	420,149.625
ZH	2024-01-12	0.211	-0.019	6,995,236	99,255,160	0.709	0.497	0.314	519.700012	1,063,151,488	770,809.4375
ZH	2024-01-19	0.283	0.072	8,644,724	99,257,272	0.74	0.457	0.198	481.100006	1,069,982,912	489,981.65625
ZH	2024-01-26	0.268	-0.015	8,644,724	99,255,632	0.741	0.473	0.291	506.700012	1,076,814,336	535,862.3125
ZH	2024-02-02	0.303	0.035	9,237,887	99,242,424	0.751	0.448	0.27	458.5	1,083,645,696	278,501.4375
ZH	2024-02-09	0.336	0.033	9,237,887	99,250,000	0.752	0.416	0.205	436.700012	1,090,477,056	126,440.492188
ZH	2024-02-16	0.45	0.114	12,913,900	99,244,872	0.789	0.339	0.191	460	1,097,308,544	114,760.03125
ZH	2024-02-23	0.535	0.085	12,913,900	99,241,440	0.79	0.255	0.098	457.899994	1,104,139,904	82,691.75
ZH	2024-03-01	0.502	-0.033	12,464,741	99,240,512	0.784	0.281	0.211	470.399994	1,110,971,392	233,762.859375
ZH	2024-03-08	0.492	-0.01	12,464,741	99,246,624	0.785	0.293	0.23	447.899994	1,117,802,752	92,372.335938
ZH	2024-03-15	0.452	-0.04	9,500,205	99,240,512	0.763	0.31	0.181	470.399994	1,124,634,240	158,566.5625
ZH	2024-03-22	0.484	0.031	9,500,205	99,248,816	0.765	0.281	0.264	422.799988	1,131,465,600	186,973.640625
ZH	2024-03-29	0.463	-0.021	9,500,205	97,026,568	0.768	0.305	0.239	398.100006	1,138,296,960	254,489.921875
ZH	2024-04-05	0.47	0.007	11,252,422	97,029,456	0.78	0.31	0.14	408.299988	1,138,296,960	240,286.734375
ZH	2024-04-12	0.52	0.05	11,242,319	97,023,104	0.782	0.263	0.117	407.399994	1,138,296,960	104,511.929688
ZH	2024-04-19	0.473	-0.047	11,242,319	97,005,672	0.783	0.31	0.132	359.600006	1,138,296,960	233,982.96875
ZH	2024-04-26	0.471	-0.001	11,242,319	101,843,432	0.78	0.309	0.213	403.299988	1,138,296,960	159,749.09375
ZH	2024-05-03	0.437	-0.034	10,625,442	101,843,656	0.775	0.337	0.154	414.299988	1,112,949,248	249,237.09375
ZH	2024-05-10	0.473	0.035	10,625,442	101,829,896	0.776	0.304	0.112	395.100006	1,087,601,536	218,681.796875
ZH	2024-05-17	0.411	-0.061	11,722,428	101,835,288	0.786	0.374	0.158	432.799988	1,062,253,888	752,978.625
ZH	2024-05-24	0.362	-0.049	11,722,428	101,833,808	0.787	0.424	0.164	355.399994	1,036,906,112	712,784.1875
ZH	2024-05-31	-0.004	-0.367	1,940,881	101,840,496	0.407	0.412	1.928	332	1,011,558,400	831,960.25
ZH	2024-06-07	0.001	0.005	1,940,881	101,828,912	0.404	0.403	1.48	345.200012	986,210,688	385,505.8125
ZH	2024-06-14	0.022	0.02	1,940,881	93,833,336	0.426	0.405	2.416	281.5	960,862,976	423,919.40625
ZH	2024-06-21	0.046	0.024	2,047,102	93,859,648	0.441	0.395	0.245	267.5	958,157,696	502,279
ZH	2024-06-28	0.098	0.053	2,047,102	93,846,160	0.441	0.343	0.846	256.200012	955,452,416	314,779.59375
ZH	2024-07-05	-0.002	-0.101	1,847,102	93,843,744	0.402	0.404	1.649	300.299988	952,747,072	697,703.5
ZH	2024-07-12	0.049	0.052	1,847,102	93,851,144	0.403	0.353	1.04	290	950,041,792	336,110.59375
ZH	2024-07-19	-0.042	-0.092	1,506,652	93,862,272	0.347	0.39	1.027	313.5	947,336,512	471,033.40625
ZH	2024-07-26	0.022	0.065	1,506,652	93,836,472	0.348	0.325	2.329	298.399994	944,631,168	290,801.8125
ZH	2024-08-02	0.081	0.059	1,698,959	93,862,920	0.377	0.296	1.259	301.299988	941,925,888	230,364
ZH	2024-08-09	0.082	0.001	1,698,959	93,846,152	0.38	0.298	0.983	292.799988	939,220,608	198,330
ZH	2024-08-16	0.178	0.096	1,745,515	93,863,640	0.398	0.22	0.8	289.100006	936,515,328	164,400.203125
ZH	2024-08-23	0.136	-0.043	1,745,515	93,076,928	0.4	0.265	0.971	290.399994	933,809,984	245,414.203125
ZH	2024-08-30	0.145	0.009	1,979,142	93,081,576	0.428	0.284	0.91	308.100006	927,467,840	258,860.40625
ZH	2024-09-06	0.147	0.003	1,979,142	93,084,104	0.428	0.281	0.922	298.799988	921,125,696	183,468
ZH	2024-09-13	0.198	0.051	1,979,142	93,090,912	0.429	0.231	2.317	307.200012	914,783,552	94,045.203125
ZH	2024-09-20	0.138	-0.06	1,571,687.875	93,086,416	0.365	0.228	1.115	301.600006	908,441,408	145,114.203125
ZH	2024-09-27	0.032	-0.105	1,571,687.875	93,076,920	0.366	0.333	1.211	363	902,099,264	835,111.1875
ZH	2024-10-04	0.019	-0.013	2,051,334	93,083,328	0.435	0.416	1.455	446.799988	895,757,120	1,320,369.625
ZH	2024-10-11	-0.014	-0.033	2,051,334	93,071,064	0.435	0.449	0.343	366.700012	889,415,040	703,619.1875
ZH	2024-10-18	-0.017	-0.003	1,632,359.875	93,068,496	0.379	0.396	1.132	339.700012	883,072,832	390,560.40625
ZH	2024-10-25	0.069	0.085	1,632,359.875	93,072,632	0.379	0.311	1.403	333.200012	876,730,688	206,879.796875
ZH	2024-11-01	0.006	-0.063	1,298,643	93,089,888	0.328	0.321	1.525	331.399994	870,388,544	247,831.015625
ZH	2024-11-08	0.023	0.017	1,298,643	93,074,624	0.329	0.306	1.316	311.799988	864,046,400	334,013.40625
ZH	2024-11-15	0.02	-0.003	1,255,843	93,083,576	0.328	0.308	2.404	323	857,704,256	299,451.8125
ZH	2024-11-22	0.028	0.008	1,255,843	93,083,336	0.329	0.301	2.962	335.100006	851,362,112	169,936.40625
ZH	2024-11-29	0.03	0.002	1,255,843	92,423,400	0.33	0.301	2.213	331.799988	845,020,032	342,233.25
ZH	2024-12-06	0.077	0.047	1,658,418	92,428,944	0.389	0.312	0.137	357.700012	845,854,848	226,393.796875
ZH	2024-12-13	0.101	0.025	1,658,418	92,446,808	0.389	0.288	1.897	347.600006	846,689,664	250,821.203125
ZH	2024-12-20	0.078	-0.023	1,769,681	92,444,440	0.412	0.334	1.105	332.799988	847,524,480	277,565
ZH	2024-12-27	0.105	0.027	1,769,681	92,425,872	0.413	0.308	1.345	342.899994	848,359,296	185,537.75
ZH	2025-01-03	0.067	-0.038	1,482,211	92,436,976	0.358	0.291	1.269	330	849,194,112	206,979.75
ZH	2025-01-10	0.075	0.008	1,482,211	92,439,024	0.358	0.283	0.763	303.200012	850,028,928	210,222
ZH	2025-01-17	0.121	0.046	1,868,075	92,447,768	0.412	0.291	1.041	309.700012	850,863,744	170,401.796875
ZH	2025-01-24	0.119	-0.002	1,868,075	92,428,576	0.413	0.294	1.028	323.5	851,698,560	159,970.25
ZH	2025-01-31	0.117	-0.003	1,630,884	92,435,528	0.376	0.259	2.573	322.600006	852,533,440	149,698.203125
ZH	2025-02-07	0.087	-0.03	1,630,884	92,437,680	0.376	0.289	2.669	333.700012	853,368,256	340,003.8125
ZH	2025-02-14	-0.037	-0.124	1,630,884	92,443,600	0.375	0.412	1.427	491.799988	854,203,008	2,077,706.25
ZH	2025-02-21	-0.095	-0.059	1,622,321	92,435,896	0.379	0.475	2.02	504.700012	855,037,888	2,885,955
ZH	2025-02-28	-0.169	-0.074	1,622,321	92,446,184	0.379	0.549	2.388	472.399994	855,872,704	1,669,542.625
ZH	2025-03-07	-0.102	0.067	1,887,881	92,438,608	0.415	0.517	1.15	526.900024	856,707,520	803,705
ZH	2025-03-14	-0.038	0.064	1,887,881	92,434,080	0.415	0.454	0.966	455.700012	857,542,336	567,393
ZH	2025-03-21	-0.133	-0.094	1,540,632.125	92,443,064	0.358	0.491	1.256	446.5	858,377,152	752,335
ZH	2025-03-28	-0.092	0.041	1,540,632.125	85,429,240	0.379	0.471	1.61	368.200012	859,212,032	689,822.625
ZH	2025-04-04	-0.067	0.025	1,487,697	85,428,576	0.364	0.43	1.611	328.899994	859,212,032	516,320.8125
ZH	2025-04-11	-0.072	-0.006	1,487,697	85,409,832	0.364	0.437	1.9	312.600006	859,212,032	620,158.1875
ZH	2025-04-18	-0.025	0.047	1,578,980	87,308,784	0.366	0.392	1.202	308.200012	859,212,032	398,077.25
ZH	2025-04-25	0.045	0.071	1,578,980	87,311,552	0.366	0.321	1.064	347.5	837,620,864	288,497.8125
ZH	2025-05-02	0.03	-0.016	1,366,112	87,318,840	0.33	0.3	1.151	361.5	816,029,696	139,324.40625
ZH	2025-05-09	0.032	0.002	1,366,112	87,326,480	0.33	0.298	1.105	339.700012	794,438,528	112,984.601563
ZH	2025-05-16	-0.008	-0.039	1,262,914	87,308,640	0.312	0.32	1.643	353.600006	772,847,360	123,293.203125
ZH	2025-05-23	0.013	0.02	1,262,914	87,302,792	0.313	0.3	1.566	343.100006	751,256,192	176,319.015625
ZH	2025-05-30	0.134	0.121	1,110,522	81,492,144	0.297	0.163	1.616	311.299988	729,665,024	314,249.96875
ZH	2025-06-06	0.006	-0.128	1,110,522	81,496,256	0.297	0.291	1.501	326.799988	728,682,624	138,600
ZH	2025-06-13	0.003	-0.003	1,110,522	81,492,144	0.297	0.294	1.575	311.299988	727,700,224	147,000
ZH	2025-06-20	-0.1	-0.103	964,808	81,508,376	0.269	0.369	2.419	291.799988	726,717,824	658,499.9375
ZH	2025-06-27	-0.105	-0.006	964,808	81,501,264	0.269	0.374	2.568	320.299988	725,735,488	452,600
ZH	2025-07-04	-0.059	0.046	1,142,274	81,503,416	0.298	0.357	2.139	357.799988	724,753,024	540,250
ZH	2025-07-11	-0.087	-0.028	1,142,274	81,504,240	0.298	0.385	1.346	384.700012	723,770,688	308,200
ZH	2025-07-18	-0.131	-0.044	661,491.9375	81,510,640	0.195	0.326	3.398	383.100006	722,788,288	247,800
ZH	2025-07-25	-0.188	-0.056	661,491.9375	81,507,760	0.196	0.383	2.925	367.600006	721,805,952	219,400
ZH	2025-08-01	-0.142	0.046	551,971.9375	81,490,384	0.176	0.318	3.068	339	720,823,552	261,800
ZH	2025-08-08	-0.182	-0.04	551,971.9375	81,501,152	0.177	0.359	3.211	352.899994	719,841,152	248,600
ZH	2025-08-15	-0.131	0.05	562,981	81,507,184	0.185	0.317	2.811	340.700012	718,858,752	225,000
ZH	2025-08-22	-0.22	-0.088	562,981	81,506,272	0.185	0.405	4.325	389.600006	717,876,416	727,200
ZH	2025-08-29	-0.208	0.012	562,981	80,250,000	0.187	0.395	4.066	385.200012	716,894,016	357,200
ZH	2025-09-05	-0.191	0.017	577,219	80,246,408	0.186	0.377	3.452	390.799988	712,435,136	277,750.03125
ZH	2025-09-12	-0.253	-0.062	577,219	80,246,208	0.186	0.439	5.995	423.700012	707,976,320	464,200
ZH	2025-09-19	-0.157	0.097	697,669	80,250,000	0.212	0.368	2.649	417.299988	703,517,440	406,200
ZH	2025-09-26	-0.191	-0.035	697,669	80,259,992	0.212	0.403	4.944	401.299988	699,058,624	366,600
ZH	2025-10-03	-0.152	0.039	709,628.0625	80,262,104	0.209	0.361	4.672	398.100006	694,599,744	208,000
ZH	2025-10-10	-0.179	-0.027	709,628.0625	80,246,096	0.208	0.387	3.096	358.700012	690,140,928	266,400
ZH	2025-10-17	-0.106	0.072	723,078	80,258,824	0.205	0.311	1.856	341.100006	685,682,048	182,200

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