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
ZKH	2024-07-26	-0.049	0.014	83,984	161,066,656	0.045	0.094	10.502	483.200012	2,130,123,136	59,246.199219
ZKH	2024-08-02	-0.047	0.003	55,019	161,071,424	0.034	0.081	7.17	451	2,160,091,392	46,728.601563
ZKH	2024-08-09	-0.082	-0.036	55,019	161,083,040	0.034	0.116	8.499	446.200012	2,190,059,520	35,460
ZKH	2024-08-16	-0.072	0.01	47,481	161,054,224	0.03	0.102	4.379	534.700012	2,220,027,648	62,402.398438
ZKH	2024-08-23	-0.072	-0	47,481	161,500,016	0.03	0.102	6.723	581.400024	2,249,996,032	92,668.398438
ZKH	2024-08-30	-0.045	0.028	46,700	161,482,736	0.028	0.072	8.22	468.299988	2,252,357,120	54,562.398438
ZKH	2024-09-06	-0.076	-0.031	46,700	161,500,000	0.028	0.104	4.879	484.5	2,254,718,208	41,441.5
ZKH	2024-09-13	-0.095	-0.019	46,700	161,493,056	0.028	0.123	1.661	465.100006	2,257,079,296	77,554.398438
ZKH	2024-09-20	-0.085	0.01	6,937	161,505,024	0.007	0.092	65.708	482.899994	2,259,440,384	43,231.601563
ZKH	2024-09-27	-0.102	-0.017	6,937	161,482,560	0.007	0.109	35.619999	555.5	2,261,801,472	81,755.398438
ZKH	2024-10-04	-0.132	-0.03	8,025	161,482,464	0.008	0.14	38.866001	599.099976	2,264,162,560	182,310
ZKH	2024-10-11	-0.113	0.02	8,025	161,493,344	0.008	0.121	61.018002	605.599976	2,266,523,648	92,281
ZKH	2024-10-18	-0.122	-0.01	20,570	161,502,592	0.013	0.136	16.830999	623.400024	2,268,884,736	78,942
ZKH	2024-10-25	-0.133	-0.01	20,570	161,479,456	0.013	0.146	11.113	589.400024	2,271,245,568	103,009
ZKH	2024-11-01	-0.102	0.031	31,246	161,484,368	0.018	0.12	7.946	620.099976	2,273,606,656	67,748.796875
ZKH	2024-11-08	-0.072	0.03	31,246	161,490,528	0.017	0.089	39.624001	595.900024	2,275,967,744	67,931.203125
ZKH	2024-11-15	-0.072	0	39,019	161,480,528	0.02	0.092	31.783001	621.700012	2,278,328,832	32,066.400391
ZKH	2024-11-22	-0.05	0.022	39,019	161,567,568	0.02	0.07	11.999	597.799988	2,280,689,920	54,956.199219
ZKH	2024-11-29	-0.098	-0.048	39,019	161,556,880	0.02	0.118	11.687	539.599976	2,285,956,608	64,434.246094
ZKH	2024-12-06	-0.095	0.004	23,792	161,565,920	0.013	0.108	17.055	588.099976	2,291,223,296	30,616.199219
ZKH	2024-12-13	-0.076	0.019	23,792	161,549,696	0.013	0.089	11.551	552.5	2,296,489,984	42,356.800781
ZKH	2024-12-20	-0.063	0.013	14,071	161,567,568	0.008	0.071	31.731001	597.799988	2,301,756,672	47,709.601563
ZKH	2024-12-27	-0.102	-0.04	14,071	161,552,240	0.008	0.11	2.91	541.200012	2,307,023,360	40,953.246094
ZKH	2025-01-03	-0.062	0.041	14,535	161,565,920	0.008	0.07	23.849001	588.099976	2,312,289,792	30,811.5
ZKH	2025-01-10	-0.106	-0.045	14,535	161,553,680	0.008	0.114	18.197001	571.900024	2,317,556,480	20,299.75
ZKH	2025-01-17	-0.083	0.024	27,486	161,542,688	0.013	0.096	14.866	586.400024	2,322,823,168	41,619.199219
ZKH	2025-01-24	-0.09	-0.007	27,486	161,551,248	0.013	0.103	8.343	583.200012	2,328,089,856	35,935
ZKH	2025-01-31	-0.042	0.048	18,373	161,564,256	0.01	0.053	65.799004	578.400024	2,333,356,544	36,125.601563
ZKH	2025-02-07	-0.107	-0.064	18,373	161,551,248	0.01	0.117	25.52	583.200012	2,338,623,232	29,539
ZKH	2025-02-14	-0.065	0.042	18,373	161,547,248	0.011	0.076	47.612	563.799988	2,343,889,408	75,077.203125
ZKH	2025-02-21	-0.125	-0.06	13,330	161,566,944	0.01	0.135	19.138	567.099976	2,349,156,352	69,314
ZKH	2025-02-28	-0.025	0.099	13,330	161,562,496	0.01	0.035	25.761999	568.700012	2,354,423,040	49,397.601563
ZKH	2025-03-07	-0.096	-0.071	9,851	161,567,568	0.008	0.104	94.960999	597.799988	2,359,689,728	32,396.199219
ZKH	2025-03-14	-0.039	0.057	9,851	161,553,136	0.008	0.047	59.049	592.900024	2,364,956,416	33,619.601563
ZKH	2025-03-21	-0.127	-0.088	7,910	161,697,536	0.007	0.134	60.867001	523.900024	2,370,223,104	74,144
ZKH	2025-03-28	-0.081	0.045	7,910	161,671,744	0.007	0.088	47.339001	531.900024	2,370,223,104	60,042.601563
ZKH	2025-04-04	-0.043	0.038	9,363	161,679,168	0.007	0.05	32.990002	539.200012	2,370,223,104	37,969.199219
ZKH	2025-04-11	-0.1	-0.057	9,363	161,689,200	0.007	0.107	50.368	478.600006	2,370,223,104	57,433.800781
ZKH	2025-04-18	-0.109	-0.01	5,554	160,068,480	0.007	0.116	49.374001	467.399994	2,370,223,104	57,721.753906
ZKH	2025-04-25	-0.103	0.006	5,554	160,069,440	0.007	0.11	82.386002	461	2,283,252,736	15,333
ZKH	2025-05-02	-0.064	0.039	5,253	160,035,456	0.006	0.07	231.076004	451.299988	2,196,282,624	23,185.599609
ZKH	2025-05-09	-0.127	-0.063	5,253	160,036,368	0.006	0.133	55.912998	440.100006	2,109,312,384	12,521.200195
ZKH	2025-05-16	-0.003	0.124	7,758	160,066,672	0.009	0.012	49.335999	480.200012	2,022,342,144	16,230.400391
ZKH	2025-05-23	-0.037	-0.034	7,758	161,888,128	0.009	0.046	56.729	463	1,935,372,032	23,557.800781
ZKH	2025-05-30	-0.073	-0.036	8,880	161,908,144	0.008	0.081	52.150002	458.200012	1,953,172,224	40,850
ZKH	2025-06-06	-0.109	-0.036	8,880	161,889,248	0.008	0.117	29.870001	497	1,970,972,288	16,840
ZKH	2025-06-13	-0.082	0.026	8,880	161,891,040	0.008	0.091	46.174999	505.100006	1,988,772,480	22,940
ZKH	2025-06-20	-0.028	0.054	10,782	161,892,752	0.011	0.039	22.620001	513.200012	2,006,572,672	24,675
ZKH	2025-06-27	-0.077	-0.049	10,782	161,895,744	0.011	0.087	32.389999	512.400024	2,024,372,736	19,620
ZKH	2025-07-04	-0.021	0.056	17,646	161,904,752	0.013	0.034	10.865	510	2,042,172,928	20,225
ZKH	2025-07-11	-0.163	-0.143	17,646	161,898,720	0.013	0.176	11.113	511.600006	2,059,973,120	37,620
ZKH	2025-07-18	-0.005	0.158	14,681	161,903,232	0.011	0.016	16.110001	501.899994	2,077,773,184	73,400
ZKH	2025-07-25	-0.207	-0.202	14,681	161,907,904	0.011	0.218	56.243999	492.200012	2,095,573,376	80,600
ZKH	2025-08-01	-0.028	0.178	16,784	161,900,016	0.012	0.041	15.698	485.700012	2,113,373,568	72,300
ZKH	2025-08-08	-0.405	-0.376	16,784	161,900,016	0.013	0.417	72.293999	485.700012	2,131,173,632	1,701,420
ZKH	2025-08-15	-0.057	0.348	44,383	161,920,528	0.025	0.082	15.614	489	2,148,973,824	35,680
ZKH	2025-08-22	-0.189	-0.132	44,383	162,165,776	0.024	0.213	9.174	485.200012	2,166,774,016	41,320
ZKH	2025-08-29	-0.088	0.1	44,383	162,175,440	0.024	0.113	7.325	462.200012	2,179,203,328	53,700
ZKH	2025-09-05	-0.15	-0.062	36,583	162,175,440	0.022	0.172	14.836	462.200012	2,191,632,384	13,850
ZKH	2025-09-12	-0.152	-0.002	36,583	162,142,848	0.022	0.174	6.166	476.700012	2,204,061,696	30,600
ZKH	2025-09-19	-0.02	0.131	31,445	162,172,416	0.021	0.042	12.38	470.299988	2,216,491,008	26,680
ZKH	2025-09-26	-0.156	-0.135	31,445	162,175,440	0.021	0.177	7.429	462.200012	2,228,920,064	28,800
ZKH	2025-10-03	-0.104	0.052	23,759	162,145,328	0.017	0.121	15.896	468.600006	2,241,349,376	15,400
ZKH	2025-10-10	-0.092	0.012	23,759	162,167,824	0.017	0.109	24.629	463.799988	2,253,778,688	20,280
ZKH	2025-10-17	-0.082	0.01	16,774	162,167,824	0.013	0.095	27.059	463.799988	2,266,207,744	10,680
ZKH	2025-10-24	-0.203	-0.121	16,774	162,145,216	0.013	0.216	0.644	491.299988	2,278,637,056	10,800
ZKH	2025-10-31	-0.064	0.139	18,857	162,150,160	0.014	0.078	22.033001	475.100006	2,291,066,368	22,040
ZKH	2025-11-07	-0.052	0.012	18,857	162,166,672	0.014	0.067	21.344999	486.5	2,303,495,424	47,040
ZKH	2025-11-14	-0.137	-0.085	18,857	162,159,472	0.015	0.152	3.756	488.100006	2,315,924,736	70,820
ZKH	2025-11-21	-0.267	-0.13	20,617	161,928,096	0.016	0.284	44.313999	495.5	2,328,354,048	142,880
ZKH	2025-11-28	-0.305	-0.037	20,617	161,926,608	0.016	0.321	18.193001	529.5	2,341,817,856	236,750
ZKH	2025-12-05	-0.124	0.18	31,269	161,931,456	0.023	0.147	12.41	519.799988	2,355,281,408	371,000
ZKH	2025-12-12	-0.308	-0.184	31,269	161,925,472	0.024	0.332	13.959	521.400024	2,368,745,216	256,200
ZKH	2025-12-19	-0.144	0.165	39,919	161,925,472	0.032	0.176	14.362	521.400024	2,382,209,024	161,000
ZKH	2025-12-26	-0.278	-0.134	39,919	161,945,184	0.032	0.31	10.06	591.099976	2,395,672,832	129,400
ZKH	2026-01-02	-0.294	-0.016	40,850	161,951,216	0.03	0.324	6.278	597.599976	2,409,136,640	119,175
ZKH	2026-01-09	-0.308	-0.014	40,850	161,942,848	0.03	0.339	34.466	566.799988	2,422,600,448	306,940
ZKH	2026-01-16	-0.099	0.209	62,041	161,936,416	0.039	0.139	10.023	560.299988	2,436,064,000	46,280
ZKH	2026-01-23	-0.105	-0.006	62,041	161,947,664	0.039	0.145	4.059	557.099976	2,449,527,808	23,650
ZKH	2026-01-30	-0.155	-0.05	30,109	161,934,528	0.026	0.181	16.353001	544.099976	2,462,991,616	92,280
ZKH	2026-02-06	-0.18	-0.025	30,109	161,943,664	0.026	0.206	14.55	574.900024	2,476,455,424	24,880
ZKH	2026-02-13	-0.078	0.102	30,109	161,943,664	0.025	0.104	5.211	574.900024	2,489,919,232	27,560
ZKH	2026-02-20	-0.042	0.036	28,943	161,945,184	0.026	0.068	11.602	591.099976	2,503,383,040	18,400
ZKH	2026-02-27	-0.068	-0.025	28,943	161,944,448	0.026	0.094	5.988	583	2,516,846,592	8,480
ZKH	2026-03-06	0.04	0.108	32,843	161,930,048	0.029	-0.012	6.863	518.5	2,530,310,400	38,460
ZKH	2026-03-13	-0.09	-0.13	32,843	161,928,784	0.029	0.118	11.967	545.700012	2,543,774,208	37,040
ZKH	2026-03-20	0.032	0.122	31,093	161,917,808	0.027	-0.006	8.015	472.799988	2,557,238,016	77,440
ZKH	2026-03-27	-0.045	-0.078	31,093	161,901,648	0.027	0.072	16.457001	493.799988	2,557,238,016	44,760
ZKH	2026-04-03	-0.137	-0.092	35,173	161,895,408	0.032	0.169	11.818	495.399994	2,557,238,016	74,325
ZKH	2026-04-10	-0.154	-0.017	35,173	161,909,376	0.032	0.186	26.997	500.299988	2,557,238,016	68,200
ZKH	2026-04-17	-0.175	-0.021	29,454	161,895,408	0.031	0.207	13.538	495.399994	2,557,238,016	212,000
ZKH	2026-04-24	-0.246	-0.071	29,454	158,959,728	0.032	0.278	15.716	473.700012	2,557,238,016	250,400
ZKH	2026-05-01	-0.118	0.128	20,722	158,957,664	0.029	0.148	24.212	488	2,446,383,360	406,600
ZKH	2026-05-08	-0.341	-0.223	20,722	158,966,656	0.029	0.371	35.241001	476.899994	2,335,528,448	391,400
ZKH	2026-05-15	-0.263	0.078	40,332	158,969,072	0.041	0.304	11.597	462.600006	2,224,673,792	402,000
ZKH	2026-05-22	-0.417	-0.154	40,332	158,730,768	0.041	0.457	5.589	412.700012	2,113,819,008	225,400
ZKH	2026-05-29	-0.194	0.222	40,332	158,727,920	0.041	0.235	35.602001	449.200012	2,113,819,008	127,750
ZKIN	2017-10-06	-0.273	0	3,600	1,857,636	0.121	0.394	12.639	113	10,121,604	2,248.340088
ZKIN	2017-10-13	-0.355	-0.082	3,600	1,856,998.25	0.121	0.475	104.083	128.300003	10,187,271	21,906.892578
ZKIN	2017-10-20	-0.474	-0.119	520	1,857,316.375	0.042	0.516	34,406.78125	107	10,252,938	9,754.733398

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