Split (1)

train · 64.4M rows

ts int64 1,778B 1,780B ⌀	code stringclasses 6 values	source_seq uint64 399k 54.2M ⌀	ask1_price float64 0 192 ⌀	ask1_size int64 0 14.5M ⌀	bid1_price float64 0 192 ⌀	bid1_size int64 0 87.3M ⌀	ask2_price float64 0 192 ⌀	ask2_size int64 0 7.76M ⌀	bid2_price float64 0 192 ⌀	bid2_size int64 0 11.6M ⌀	ask3_price float64 0 192 ⌀	ask3_size int64 0 4.95M ⌀	bid3_price float64 0 192 ⌀	bid3_size int64 0 6.61M ⌀	ask4_price float64 0 192 ⌀	ask4_size int64 0 8.86M ⌀	bid4_price float64 0 192 ⌀	bid4_size int64 0 6.53M ⌀	ask5_price float64 0 192 ⌀	ask5_size int64 0 12.5M ⌀	bid5_price float64 0 192 ⌀	bid5_size int64 0 6.49M ⌀
1,778,034,474,000	300274.XSHE	9,623,229	141.79	400	141.78	2,200	141.8	5,100	141.77	200	141.84	400	141.76	1,100	141.85	1,000	141.75	1,700	141.86	900	141.74	200
1,778,034,477,000	300274.XSHE	9,630,473	141.78	1,900	141.75	1,300	141.79	9,300	141.74	200	141.8	7,000	141.73	100	141.81	100	141.72	300	141.84	300	141.71	300
1,778,034,480,000	300274.XSHE	9,637,735	141.77	1,700	141.74	200	141.78	3,500	141.73	100	141.79	200	141.72	300	141.8	5,300	141.71	300	141.81	100	141.7	2,600
1,778,034,483,000	300274.XSHE	9,645,205	141.78	100	141.74	200	141.79	1,033	141.73	300	141.8	5,700	141.72	300	141.81	100	141.71	300	141.84	400	141.7	3,200
1,778,034,486,000	300274.XSHE	9,652,689	141.74	300	141.7	3,100	141.75	2,800	141.69	2,800	141.76	300	141.68	3,500	141.77	200	141.67	200	141.78	600	141.66	2,200
1,778,034,489,000	300274.XSHE	9,659,331	141.74	4,500	141.72	200	141.75	100	141.71	400	141.78	600	141.7	3,800	141.79	933	141.69	2,800	141.8	7,200	141.68	3,500
1,778,034,492,000	300274.XSHE	9,666,737	141.69	2,800	141.66	1,900	141.7	10,300	141.65	200	141.71	700	141.64	100	141.72	600	141.61	500	141.73	2,100	141.6	3,200
1,778,034,495,000	300274.XSHE	9,673,707	141.69	5,400	141.66	900	141.7	11,300	141.65	200	141.71	700	141.64	500	141.72	2,300	141.61	500	141.73	2,300	141.6	3,200
1,778,034,498,000	300274.XSHE	9,681,021	141.66	1,300	141.65	200	141.68	4,500	141.64	200	141.69	5,500	141.62	200	141.7	12,300	141.61	600	141.71	900	141.6	3,200
1,778,034,501,000	300274.XSHE	9,688,107	141.65	100	141.61	100	141.66	10,700	141.6	3,200	141.68	4,100	141.58	200	141.69	5,600	141.57	100	141.7	12,300	141.56	200
1,778,034,504,000	300274.XSHE	9,695,369	141.61	600	141.59	400	141.63	400	141.58	200	141.64	100	141.57	100	141.65	7,800	141.56	200	141.66	10,900	141.55	300
1,778,034,507,000	300274.XSHE	9,702,611	141.61	100	141.6	7,100	141.65	8,900	141.57	100	141.66	11,200	141.56	500	141.67	100	141.55	300	141.68	100	141.53	500
1,778,034,510,000	300274.XSHE	9,709,757	141.62	200	141.61	600	141.63	200	141.6	5,900	141.65	8,500	141.57	100	141.66	11,200	141.56	1,000	141.67	100	141.55	300
1,778,034,513,000	300274.XSHE	9,717,189	141.63	900	141.6	6,200	141.65	7,200	141.57	600	141.66	11,200	141.56	1,000	141.67	100	141.55	300	141.68	200	141.53	500
1,778,034,516,000	300274.XSHE	9,724,571	141.65	2,200	141.63	6,700	141.66	11,200	141.62	100	141.67	100	141.61	300	141.68	200	141.6	8,900	141.69	300	141.59	200
1,778,034,519,000	300274.XSHE	9,731,685	141.66	10,800	141.61	300	141.67	100	141.6	9,700	141.68	200	141.59	200	141.69	300	141.58	300	141.7	11,300	141.57	800
1,778,034,522,000	300274.XSHE	9,738,623	141.61	700	141.6	2,900	141.62	300	141.59	400	141.63	500	141.58	300	141.65	200	141.57	800	141.66	11,600	141.56	2,000
1,778,034,525,000	300274.XSHE	9,746,093	141.61	2,100	141.6	400	141.62	600	141.59	400	141.63	1,700	141.58	400	141.65	300	141.57	800	141.66	13,100	141.56	2,000
1,778,034,528,000	300274.XSHE	9,753,267	141.6	5,800	141.56	300	141.61	3,600	141.54	100	141.62	700	141.53	500	141.63	3,200	141.51	500	141.65	300	141.5	38,000
1,778,034,531,000	300274.XSHE	9,760,577	141.59	400	141.54	900	141.6	11,400	141.53	500	141.61	3,400	141.51	500	141.62	700	141.5	38,000	141.63	4,200	141.47	100
1,778,034,534,000	300274.XSHE	9,767,833	141.6	12,100	141.54	600	141.61	3,300	141.53	500	141.62	700	141.52	200	141.63	4,400	141.51	600	141.65	700	141.5	38,000
1,778,034,537,000	300274.XSHE	9,774,863	141.54	900	141.53	500	141.56	300	141.52	200	141.6	19,600	141.51	1,100	141.61	3,200	141.5	38,100	141.62	600	141.47	100
1,778,034,540,000	300274.XSHE	9,781,553	141.53	100	141.51	1,700	141.54	7,800	141.5	34,300	141.55	200	141.49	200	141.56	1,600	141.47	200	141.57	100	141.46	100
1,778,034,543,000	300274.XSHE	9,789,051	141.52	3,100	141.51	100	141.53	5,900	141.5	33,200	141.54	4,800	141.49	200	141.56	1,800	141.47	200	141.57	100	141.46	100
1,778,034,546,000	300274.XSHE	9,796,349	141.51	200	141.5	29,800	141.52	100	141.49	200	141.53	1,300	141.47	200	141.54	3,600	141.46	100	141.56	1,800	141.45	100
1,778,034,549,000	300274.XSHE	9,803,467	141.51	400	141.5	25,100	141.53	100	141.49	200	141.54	3,600	141.48	200	141.56	1,600	141.47	200	141.58	100	141.46	100
1,778,034,552,000	300274.XSHE	9,810,739	141.51	600	141.5	26,800	141.52	200	141.49	300	141.53	100	141.48	200	141.54	3,500	141.47	200	141.56	1,900	141.46	100
1,778,034,555,000	300274.XSHE	9,818,023	141.52	100	141.5	6,400	141.53	600	141.49	300	141.54	3,600	141.48	900	141.55	100	141.47	200	141.56	1,600	141.46	100
1,778,034,558,000	300274.XSHE	9,825,931	141.51	100	141.5	7,100	141.52	200	141.49	700	141.53	600	141.48	900	141.54	3,500	141.47	200	141.55	100	141.46	100
1,778,034,561,000	300274.XSHE	9,833,159	141.51	800	141.5	3,900	141.53	300	141.49	900	141.54	1,600	141.48	900	141.55	100	141.47	200	141.56	1,500	141.46	100
1,778,034,564,000	300274.XSHE	9,840,059	141.53	200	141.51	5,300	141.54	1,600	141.5	3,400	141.55	600	141.49	900	141.56	1,200	141.48	900	141.58	400	141.47	200
1,778,034,567,000	300274.XSHE	9,847,353	141.5	1,800	141.49	900	141.51	200	141.48	900	141.54	1,600	141.47	200	141.55	600	141.46	100	141.56	1,200	141.45	6,000
1,778,034,570,000	300274.XSHE	9,854,207	141.53	300	141.51	4,700	141.54	1,600	141.5	1,400	141.55	1,100	141.49	1,200	141.56	1,200	141.48	900	141.57	100	141.47	200
1,778,034,573,000	300274.XSHE	9,861,923	141.53	1,100	141.51	2,700	141.54	1,700	141.5	8,100	141.55	800	141.49	1,200	141.56	1,200	141.48	900	141.58	200	141.47	200
1,778,034,576,000	300274.XSHE	9,869,383	141.54	1,700	141.53	3,700	141.55	1,600	141.52	1,000	141.56	1,200	141.51	2,300	141.58	200	141.5	8,900	141.59	3,400	141.49	1,200
1,778,034,579,000	300274.XSHE	9,876,901	141.54	200	141.53	5,500	141.55	1,600	141.52	1,300	141.56	1,300	141.51	4,000	141.58	200	141.5	8,200	141.59	2,900	141.49	1,200
1,778,034,582,000	300274.XSHE	9,883,731	141.53	1,300	141.52	700	141.55	1,600	141.51	6,400	141.56	1,300	141.5	8,900	141.58	200	141.49	1,200	141.59	2,900	141.48	900
1,778,034,585,000	300274.XSHE	9,891,019	141.53	700	141.52	1,700	141.54	100	141.51	6,400	141.55	2,300	141.5	8,900	141.56	1,500	141.49	1,200	141.58	500	141.48	900
1,778,034,588,000	300274.XSHE	9,898,807	141.55	2,400	141.54	100	141.56	1,500	141.52	8,100	141.58	600	141.51	2,000	141.59	2,900	141.5	9,700	141.6	15,500	141.49	1,300
1,778,034,591,000	300274.XSHE	9,905,585	141.54	100	141.52	3,600	141.55	1,100	141.51	2,100	141.56	1,500	141.5	8,500	141.58	600	141.49	1,100	141.59	2,900	141.48	900
1,778,034,594,000	300274.XSHE	9,912,805	141.54	2,800	141.52	4,500	141.55	1,100	141.51	2,500	141.56	1,500	141.5	8,700	141.58	600	141.49	1,000	141.59	3,000	141.48	900
1,778,034,597,000	300274.XSHE	9,919,933	141.56	1,500	141.55	2,100	141.57	500	141.54	5,000	141.58	600	141.52	3,100	141.59	3,100	141.51	2,800	141.6	14,500	141.5	8,800
1,778,034,600,000	300274.XSHE	9,927,011	141.55	3,000	141.54	5,100	141.56	300	141.53	300	141.57	600	141.52	4,400	141.58	900	141.51	2,700	141.59	3,500	141.5	8,700
1,778,034,603,000	300274.XSHE	9,934,647	141.55	4,900	141.54	5,500	141.56	300	141.53	500	141.57	600	141.52	4,300	141.58	900	141.51	2,000	141.59	3,500	141.5	8,800
1,778,034,606,000	300274.XSHE	9,942,053	141.57	500	141.56	7,000	141.58	900	141.55	4,100	141.59	3,400	141.54	7,900	141.6	14,200	141.53	500	141.61	1,100	141.52	6,100
1,778,034,609,000	300274.XSHE	9,949,447	141.79	700	141.77	200	141.8	8,900	141.76	200	141.81	200	141.75	500	141.84	200	141.72	9,500	141.85	19,100	141.71	4,300
1,778,034,612,000	300274.XSHE	9,956,869	141.84	200	141.82	5,100	141.85	19,100	141.81	2,200	141.86	300	141.8	700	141.87	200	141.79	2,300	141.88	1,400	141.78	900
1,778,034,615,000	300274.XSHE	9,963,985	141.93	300	141.88	200	141.95	700	141.87	1,300	141.96	400	141.85	560	141.97	11,600	141.84	900	141.98	8,400	141.83	1,700
1,778,034,618,000	300274.XSHE	9,971,369	141.93	200	141.9	100	141.94	200	141.89	900	141.95	800	141.88	200	141.96	400	141.87	200	141.97	11,600	141.86	200
1,778,034,621,000	300274.XSHE	9,978,655	141.81	200	141.8	7,000	141.9	3,900	141.79	3,300	141.92	700	141.78	100	141.93	1,100	141.77	1,000	141.94	200	141.72	6,800
1,778,034,624,000	300274.XSHE	9,985,987	141.81	2,500	141.8	10,100	141.88	500	141.79	3,200	141.9	800	141.77	800	141.92	700	141.72	6,800	141.94	200	141.64	200
1,778,034,627,000	300274.XSHE	9,993,207	141.87	300	141.8	8,500	141.88	600	141.79	3,400	141.9	2,900	141.77	800	141.92	700	141.72	6,800	141.93	200	141.64	200
1,778,034,630,000	300274.XSHE	10,000,719	141.87	1,400	141.82	400	141.88	600	141.81	5,100	141.9	2,900	141.8	7,200	141.92	700	141.79	3,400	141.93	300	141.77	800
1,778,034,633,000	300274.XSHE	10,008,019	141.86	1,000	141.82	1,500	141.87	2,300	141.81	500	141.88	900	141.79	3,000	141.9	3,100	141.77	800	141.92	2,500	141.72	6,800
1,778,034,636,000	300274.XSHE	10,015,305	141.82	100	141.81	600	141.84	100	141.8	1,200	141.85	200	141.79	4,600	141.86	100	141.78	200	141.89	100	141.77	800
1,778,034,639,000	300274.XSHE	10,022,669	141.79	100	141.72	6,800	141.81	500	141.7	1,800	141.82	1,600	141.66	100	141.84	200	141.64	100	141.85	100	141.62	700
1,778,034,642,000	300274.XSHE	10,030,297	141.86	14,200	141.73	200	141.87	1,000	141.72	6,900	141.89	200	141.7	1,800	141.9	2,700	141.66	100	141.92	700	141.64	100
1,778,034,645,000	300274.XSHE	10,037,483	141.87	1,100	141.82	1,900	141.89	500	141.79	3,800	141.9	2,800	141.73	200	141.92	700	141.72	7,000	141.93	1,300	141.71	200
1,778,034,648,000	300274.XSHE	10,044,845	141.86	300	141.82	3,000	141.87	100	141.81	700	141.89	100	141.8	1,700	141.9	2,600	141.79	4,600	141.92	700	141.74	1,000
1,778,034,651,000	300274.XSHE	10,052,265	141.9	700	141.87	200	141.92	700	141.86	300	141.93	1,300	141.85	200	141.94	400	141.83	100	141.95	700	141.82	2,200
1,778,034,654,000	300274.XSHE	10,059,455	141.81	500	141.8	2,000	141.82	500	141.79	4,700	141.86	200	141.76	100	141.87	100	141.74	1,000	141.9	1,000	141.73	500
1,778,034,657,000	300274.XSHE	10,066,709	141.8	2,400	141.79	1,100	141.81	1,400	141.77	200	141.82	100	141.76	100	141.83	100	141.74	1,000	141.87	1,800	141.73	500
1,778,034,660,000	300274.XSHE	10,074,185	141.8	3,300	141.73	400	141.81	5,400	141.72	8,300	141.82	200	141.7	2,000	141.83	100	141.67	100	141.87	2,000	141.66	400
1,778,034,663,000	300274.XSHE	10,081,907	141.9	1,000	141.81	200	141.92	200	141.8	1,000	141.93	2,700	141.79	400	141.94	100	141.74	1,000	141.95	700	141.73	3,600
1,778,034,666,000	300274.XSHE	10,089,141	141.9	2,100	141.82	100	141.91	200	141.81	900	141.92	200	141.8	5,600	141.93	2,700	141.79	1,200	141.94	100	141.78	2,000
1,778,034,669,000	300274.XSHE	10,096,405	142.13	3,720	142.1	3,500	142.14	400	142.09	2,800	142.15	4,300	142.08	100	142.16	1,100	142.07	1,400	142.17	2,000	142.04	7,400
1,778,034,672,000	300274.XSHE	10,104,085	142.13	200	142.08	1,800	142.14	100	142.07	700	142.15	3,120	142.04	7,400	142.16	1,100	142.03	100	142.17	2,000	142.02	200
1,778,034,675,000	300274.XSHE	10,110,865	142.13	1,600	142.09	500	142.15	2,320	142.08	2,800	142.16	1,300	142.07	900	142.17	2,000	142.06	400	142.18	6,800	142.04	7,400
1,778,034,678,000	300274.XSHE	10,118,257	142.17	1,900	142.14	1,080	142.18	6,900	142.13	3,800	142.19	1,500	142.11	200	142.2	22,800	142.09	1,500	142.21	4,500	142.08	2,800
1,778,034,681,000	300274.XSHE	10,125,611	142.18	100	142.14	380	142.2	22,100	142.13	6,900	142.21	4,500	142.12	1,500	142.22	40,800	142.11	200	142.23	4,200	142.1	100
1,778,034,684,000	300274.XSHE	10,132,619	142.2	12,720	142.18	100	142.21	4,500	142.17	1,200	142.22	40,900	142.15	100	142.23	4,200	142.14	500	142.24	2,800	142.13	8,300
1,778,034,687,000	300274.XSHE	10,139,737	142.21	4,200	142.2	1,380	142.22	40,500	142.18	1,500	142.23	4,200	142.17	2,900	142.24	2,900	142.16	200	142.25	2,400	142.15	800
1,778,034,690,000	300274.XSHE	10,147,279	142.22	27,100	142.21	1,500	142.23	4,200	142.2	13,280	142.24	2,900	142.19	300	142.25	2,500	142.18	7,100	142.26	6,500	142.17	2,000
1,778,034,693,000	300274.XSHE	10,154,045	142.23	2,100	142.22	1,700	142.24	2,900	142.21	900	142.25	2,600	142.2	12,380	142.26	6,500	142.19	300	142.27	10,700	142.18	5,300
1,778,034,696,000	300274.XSHE	10,161,575	142.26	6,600	142.25	1,400	142.27	10,700	142.24	200	142.28	7,800	142.23	700	142.29	1,700	142.22	15,900	142.3	22,100	142.21	2,100
1,778,034,699,000	300274.XSHE	10,168,443	142.27	100	142.23	100	142.28	3,200	142.22	19,300	142.29	1,700	142.21	2,800	142.3	22,400	142.2	8,380	142.31	4,800	142.18	4,600
1,778,034,702,000	300274.XSHE	10,175,581	142.27	1,900	142.24	4,900	142.3	22,700	142.23	2,400	142.31	4,800	142.22	16,500	142.32	2,200	142.21	2,500	142.33	3,600	142.2	8,180
1,778,034,705,000	300274.XSHE	10,182,517	142.24	3,620	142.13	600	142.25	4,700	142.12	1,500	142.26	4,600	142.11	200	142.27	1,600	142.09	1,500	142.29	700	142.08	2,800
1,778,034,708,000	300274.XSHE	10,189,713	142.19	100	142.14	20,600	142.2	500	142.13	3,300	142.21	600	142.12	1,400	142.22	2,200	142.09	1,000	142.23	6,000	142.08	2,800
1,778,034,711,000	300274.XSHE	10,196,873	142.19	2,600	142.15	100	142.21	300	142.14	20,800	142.22	4,300	142.13	2,900	142.23	7,400	142.12	1,400	142.24	9,600	142.09	1,000
1,778,034,714,000	300274.XSHE	10,204,175	142.2	100	142.19	1,100	142.21	1,300	142.15	900	142.23	6,300	142.14	19,200	142.24	11,900	142.13	3,100	142.25	9,600	142.12	1,400
1,778,034,717,000	300274.XSHE	10,211,293	142.23	5,100	142.2	2,700	142.24	11,900	142.19	1,700	142.25	10,100	142.18	100	142.26	5,800	142.16	18,400	142.27	2,900	142.15	500
1,778,034,720,000	300274.XSHE	10,218,563	142.23	1,100	142.22	700	142.24	7,100	142.2	10,400	142.25	7,300	142.19	8,600	142.26	6,000	142.18	100	142.27	4,000	142.17	300
1,778,034,723,000	300274.XSHE	10,226,233	142.24	2,900	142.23	3,300	142.25	7,100	142.2	8,800	142.26	6,200	142.19	9,600	142.27	4,100	142.18	100	142.28	700	142.17	300
1,778,034,726,000	300274.XSHE	10,232,971	142.25	7,200	142.24	200	142.26	7,100	142.23	5,700	142.27	4,100	142.22	800	142.28	2,000	142.21	100	142.29	4,000	142.2	8,800
1,778,034,729,000	300274.XSHE	10,240,485	142.27	3,900	142.25	10,000	142.28	2,000	142.24	3,200	142.29	3,300	142.23	5,300	142.3	23,300	142.22	5,800	142.31	4,500	142.21	100
1,778,034,732,000	300274.XSHE	10,247,235	142.27	3,200	142.25	9,000	142.28	2,000	142.24	4,000	142.29	3,300	142.23	10,700	142.3	23,300	142.22	5,800	142.31	4,500	142.21	100
1,778,034,735,000	300274.XSHE	10,254,609	142.28	900	142.27	8,000	142.29	3,500	142.26	1,700	142.3	23,100	142.25	9,600	142.31	4,300	142.24	4,700	142.32	3,700	142.23	10,800
1,778,034,738,000	300274.XSHE	10,261,595	142.29	5,600	142.28	9,200	142.3	22,700	142.27	17,600	142.31	4,300	142.26	200	142.32	3,700	142.25	10,100	142.33	3,600	142.24	3,600
1,778,034,741,000	300274.XSHE	10,268,885	142.29	3,300	142.28	7,800	142.3	22,700	142.27	20,800	142.31	4,300	142.26	200	142.32	3,700	142.25	10,200	142.33	3,600	142.24	4,100
1,778,034,744,000	300274.XSHE	10,276,013	142.12	100	142.08	200	142.13	100	142.06	1,600	142.18	1,700	142.02	300	142.19	3,800	142.01	300	142.2	4,200	142	2,700
1,778,034,747,000	300274.XSHE	10,283,177	142.18	1,600	142.09	14,500	142.19	2,600	142.08	100	142.2	7,000	142.06	1,500	142.21	3,800	142.02	300	142.22	600	142.01	400
1,778,034,750,000	300274.XSHE	10,290,191	142.13	2,700	142.12	8,500	142.19	300	142.09	14,500	142.25	1,300	142.08	100	142.26	12,200	142.06	1,500	142.27	1,700	142.02	300
1,778,034,753,000	300274.XSHE	10,297,383	142.17	200	142.15	100	142.18	100	142.13	11,800	142.19	300	142.12	9,100	142.22	200	142.09	14,500	142.26	2,200	142.08	100
1,778,034,756,000	300274.XSHE	10,304,875	142.15	100	142.13	15,000	142.17	12,800	142.12	8,600	142.18	100	142.11	1,000	142.19	300	142.09	14,500	142.21	100	142.08	100
1,778,034,759,000	300274.XSHE	10,312,027	142.15	2,200	142.14	7,100	142.17	9,400	142.13	13,500	142.18	400	142.12	8,600	142.19	300	142.11	1,000	142.21	300	142.09	6,800
1,778,034,762,000	300274.XSHE	10,319,625	142.16	100	142.14	5,200	142.17	9,500	142.13	8,200	142.18	400	142.12	8,600	142.19	300	142.11	1,000	142.2	100	142.09	6,800
1,778,034,765,000	300274.XSHE	10,326,719	142.16	1,300	142.15	3,100	142.17	9,500	142.14	5,900	142.18	400	142.13	13,300	142.19	300	142.12	8,500	142.2	900	142.11	1,000
1,778,034,768,000	300274.XSHE	10,334,415	142.01	1,100	141.99	1,400	142.02	400	141.98	100	142.03	900	141.95	100	142.04	100	141.9	300	142.05	300	141.88	700
1,778,034,771,000	300274.XSHE	10,341,275	142.1	1,100	142.03	5,000	142.11	200	142.02	100	142.12	200	142.01	100	142.13	1,100	142	4,000	142.14	4,600	141.99	100

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