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 ⌀
1,778,033,574,000	300274.XSHE	7,418,289	141.33	100	141.3	2,400	141.4	200	141.29	14,800	141.42	400	141.28	100	141.43	11,800	141.27	6,600	141.44	300	141.25	200
1,778,033,577,000	300274.XSHE	7,425,627	141.43	11,600	141.42	1,800	141.44	300	141.4	500	141.45	4,000	141.34	200	141.46	12,199	141.33	6,000	141.47	800	141.31	600
1,778,033,580,000	300274.XSHE	7,433,229	141.43	12,800	141.35	100	141.44	300	141.33	14,800	141.45	4,100	141.31	600	141.46	12,199	141.3	3,700	141.47	800	141.29	13,600
1,778,033,583,000	300274.XSHE	7,441,103	141.42	200	141.4	200	141.43	1,900	141.35	5,500	141.44	400	141.33	16,200	141.45	15,300	141.31	700	141.46	12,199	141.3	3,800
1,778,033,586,000	300274.XSHE	7,448,463	141.35	3,700	141.33	16,600	141.42	200	141.31	700	141.43	500	141.3	4,300	141.45	8,900	141.29	13,300	141.46	11,999	141.28	300
1,778,033,589,000	300274.XSHE	7,455,941	141.43	2,500	141.42	500	141.44	15,000	141.35	1,200	141.45	9,100	141.33	19,300	141.46	11,799	141.31	800	141.47	1,000	141.3	4,500
1,778,033,592,000	300274.XSHE	7,463,471	141.27	1,500	141.23	1,100	141.28	1,500	141.22	6,300	141.29	10,300	141.21	2,900	141.3	700	141.2	200	141.31	100	141.19	2,900
1,778,033,595,000	300274.XSHE	7,470,655	141.33	5,900	141.24	100	141.35	200	141.22	4,500	141.37	100	141.21	2,900	141.4	1,000	141.2	200	141.41	2,400	141.19	2,900
1,778,033,598,000	300274.XSHE	7,478,511	141.3	100	141.21	2,800	141.31	100	141.2	200	141.33	4,700	141.19	2,900	141.35	700	141.18	600	141.37	100	141.14	100
1,778,033,601,000	300274.XSHE	7,485,723	141.2	100	141.17	300	141.21	1,200	141.14	100	141.23	400	141.13	200	141.24	1,800	141.12	100	141.25	100	141.1	200
1,778,033,604,000	300274.XSHE	7,493,315	141.17	37,600	141.03	300	141.19	2,000	141.02	1,000	141.2	1,300	141.01	1,900	141.21	700	141	23,600	141.22	2,700	140.99	3,000
1,778,033,607,000	300274.XSHE	7,501,087	141.03	100	141.02	1,900	141.1	100	141.01	2,000	141.13	200	141	23,800	141.17	42,000	140.99	3,000	141.2	1,800	140.98	100
1,778,033,610,000	300274.XSHE	7,507,841	141.02	200	141	19,600	141.03	3,600	140.99	3,000	141.04	100	140.98	600	141.05	700	140.97	7,200	141.1	100	140.96	4,400
1,778,033,613,000	300274.XSHE	7,515,449	141.01	100	141	17,300	141.02	3,100	140.99	3,000	141.03	2,400	140.98	600	141.04	100	140.97	7,200	141.05	700	140.96	4,700
1,778,033,616,000	300274.XSHE	7,522,931	141.02	2,800	141	1,900	141.03	3,400	140.99	2,600	141.04	100	140.98	600	141.05	700	140.97	7,400	141.08	100	140.96	4,700
1,778,033,619,000	300274.XSHE	7,530,695	141	1,900	140.99	2,400	141.01	100	140.98	600	141.02	100	140.97	7,400	141.03	800	140.96	4,700	141.04	100	140.95	400
1,778,033,622,000	300274.XSHE	7,537,893	141.13	1,700	141.03	100	141.16	600	141.02	6,800	141.17	5,200	141.01	500	141.19	400	141	8,400	141.2	2,500	140.99	2,500
1,778,033,625,000	300274.XSHE	7,545,353	141.03	200	141.01	100	141.13	700	141	13,000	141.16	600	140.99	2,600	141.17	5,100	140.98	800	141.19	400	140.97	7,500
1,778,033,628,000	300274.XSHE	7,552,827	141.12	200	141.03	3,800	141.16	200	141.02	3,500	141.17	5,100	141.01	2,600	141.19	400	141	13,600	141.2	2,500	140.99	2,600
1,778,033,631,000	300274.XSHE	7,560,027	141.17	5,000	141.03	2,600	141.18	100	141.02	4,200	141.19	500	141.01	2,800	141.2	2,600	141	14,500	141.21	9,100	140.99	3,100
1,778,033,634,000	300274.XSHE	7,567,741	141.16	400	141.03	11,700	141.17	4,500	141.02	1,000	141.18	500	141.01	4,300	141.19	800	141	15,600	141.2	3,700	140.99	3,100
1,778,033,637,000	300274.XSHE	7,574,771	141.15	100	141.03	6,600	141.16	200	141.02	700	141.17	4,800	141.01	4,300	141.18	1,500	141	15,900	141.19	800	140.99	3,100
1,778,033,640,000	300274.XSHE	7,582,197	141.19	800	141.17	9,300	141.2	3,700	141.13	600	141.21	8,900	141.05	18,500	141.22	200	141.04	1,400	141.23	900	141.03	8,200
1,778,033,643,000	300274.XSHE	7,590,317	141.16	100	141.04	1,200	141.2	600	141.03	12,000	141.21	9,100	141.02	600	141.22	200	141.01	7,000	141.23	900	141	10,500
1,778,033,646,000	300274.XSHE	7,597,499	141.17	500	141.16	100	141.2	3,454	141.05	100	141.21	9,500	141.04	1,200	141.22	200	141.03	15,300	141.23	900	141.02	600
1,778,033,649,000	300274.XSHE	7,605,525	141.16	2,500	141.04	1,600	141.17	1,600	141.03	14,000	141.18	1,400	141.02	600	141.19	500	141.01	6,900	141.2	3,254	141	15,200
1,778,033,652,000	300274.XSHE	7,612,331	141.22	300	141.21	1,500	141.23	900	141.17	400	141.24	300	141.16	17,400	141.25	600	141.06	400	141.27	400	141.05	100
1,778,033,655,000	300274.XSHE	7,620,065	141.21	100	141.17	6,700	141.22	100	141.16	14,100	141.3	3,500	141.06	600	141.31	500	141.05	400	141.32	700	141.04	5,200
1,778,033,658,000	300274.XSHE	7,627,353	141.27	100	141.17	3,800	141.3	1,200	141.16	15,200	141.31	600	141.15	600	141.32	500	141.06	600	141.33	1,900	141.05	600
1,778,033,661,000	300274.XSHE	7,635,401	141.37	200	141.31	900	141.4	2,800	141.25	800	141.41	2,400	141.21	1,300	141.42	10,200	141.18	300	141.43	11,500	141.17	5,700
1,778,033,664,000	300274.XSHE	7,642,559	141.37	1,400	141.31	12,700	141.39	1,000	141.27	300	141.42	9,800	141.23	6,300	141.43	11,500	141.22	7,200	141.44	15,400	141.21	12,100
1,778,033,667,000	300274.XSHE	7,650,197	141.39	200	141.31	1,100	141.41	100	141.27	2,300	141.42	8,600	141.22	7,200	141.43	10,500	141.21	16,300	141.44	15,400	141.2	1,400
1,778,033,670,000	300274.XSHE	7,657,307	141.42	2,100	141.39	900	141.43	10,500	141.37	6,100	141.44	15,400	141.36	300	141.45	10,800	141.31	900	141.46	12,699	141.27	2,800
1,778,033,673,000	300274.XSHE	7,664,977	141.44	15,300	141.4	5,900	141.45	11,000	141.39	2,400	141.46	12,399	141.38	200	141.47	800	141.37	1,500	141.48	7,000	141.36	100
1,778,033,676,000	300274.XSHE	7,672,665	141.44	8,100	141.42	5,100	141.45	11,000	141.4	1,600	141.46	11,899	141.39	5,100	141.47	800	141.38	200	141.48	7,000	141.37	1,400
1,778,033,679,000	300274.XSHE	7,680,309	141.45	10,700	141.44	700	141.46	12,099	141.43	300	141.47	800	141.42	11,100	141.48	7,100	141.4	2,200	141.49	9,400	141.39	5,400
1,778,033,682,000	300274.XSHE	7,687,977	141.47	800	141.46	27,301	141.48	7,100	141.45	500	141.49	9,400	141.44	1,900	141.5	96,500	141.43	300	141.51	4,700	141.42	10,100
1,778,033,685,000	300274.XSHE	7,695,191	141.49	7,300	141.48	300	141.5	96,700	141.47	400	141.51	4,700	141.46	19,101	141.52	4,100	141.45	16,800	141.53	13,000	141.44	7,700
1,778,033,688,000	300274.XSHE	7,702,777	141.5	72,100	141.49	8,600	141.51	3,300	141.47	1,400	141.52	4,400	141.46	15,301	141.53	12,900	141.45	21,400	141.54	200	141.44	7,000
1,778,033,691,000	300274.XSHE	7,710,321	141.5	62,400	141.49	12,400	141.51	3,300	141.48	10,200	141.52	3,700	141.47	2,200	141.53	11,500	141.46	16,701	141.54	200	141.45	21,100
1,778,033,694,000	300274.XSHE	7,717,813	141.56	100	141.55	300	141.57	100	141.54	1,000	141.58	8,700	141.52	3,300	141.59	7,200	141.51	4,700	141.6	9,600	141.5	30,200
1,778,033,697,000	300274.XSHE	7,724,801	141.58	4,000	141.56	200	141.59	7,200	141.55	300	141.6	9,600	141.51	8,100	141.61	1,100	141.5	56,000	141.62	1,000	141.49	12,300
1,778,033,700,000	300274.XSHE	7,732,707	141.58	1,900	141.56	2,500	141.59	7,200	141.55	500	141.6	9,400	141.54	3,000	141.61	1,100	141.53	300	141.62	1,000	141.51	2,500
1,778,033,703,000	300274.XSHE	7,740,213	141.55	500	141.51	100	141.56	100	141.5	42,000	141.57	200	141.49	10,700	141.58	5,100	141.48	500	141.59	100	141.47	3,100
1,778,033,706,000	300274.XSHE	7,747,941	141.59	800	141.58	1,400	141.6	9,300	141.55	400	141.61	2,500	141.51	200	141.62	1,900	141.5	38,200	141.63	200	141.49	11,200
1,778,033,709,000	300274.XSHE	7,755,543	141.64	400	141.6	4,800	141.65	2,500	141.59	700	141.66	9,300	141.58	1,000	141.67	200	141.57	200	141.68	11,500	141.55	3,100
1,778,033,712,000	300274.XSHE	7,762,957	141.68	6,100	141.6	20,700	141.69	19,800	141.59	15,100	141.7	4,200	141.58	1,200	141.71	1,200	141.57	200	141.73	600	141.55	4,700
1,778,033,715,000	300274.XSHE	7,770,327	141.7	3,500	141.68	600	141.71	1,400	141.61	3,500	141.73	700	141.6	35,700	141.74	600	141.59	19,400	141.75	700	141.58	1,200
1,778,033,718,000	300274.XSHE	7,777,801	141.74	400	141.7	500	141.75	700	141.68	2,400	141.76	600	141.65	200	141.77	14,600	141.61	300	141.78	2,400	141.6	37,300
1,778,033,721,000	300274.XSHE	7,785,477	141.79	800	141.78	3,200	141.8	19,200	141.74	1,300	141.81	100	141.72	18,200	141.82	3,400	141.7	60,600	141.83	1,500	141.69	1,700
1,778,033,724,000	300274.XSHE	7,793,001	141.79	100	141.72	16,900	141.8	13,300	141.71	200	141.81	100	141.7	74,400	141.82	3,400	141.69	1,900	141.83	1,500	141.68	5,700
1,778,033,727,000	300274.XSHE	7,800,527	141.8	12,400	141.79	1,700	141.81	100	141.78	1,800	141.82	3,500	141.77	200	141.83	1,500	141.75	100	141.84	3,600	141.74	1,800
1,778,033,730,000	300274.XSHE	7,807,903	141.73	100	141.72	12,100	141.79	1,100	141.7	21,800	141.8	11,200	141.69	200	141.81	500	141.68	4,300	141.82	3,500	141.67	300
1,778,033,733,000	300274.XSHE	7,815,455	141.7	200	141.64	2,100	141.71	1,100	141.63	100	141.72	3,900	141.61	300	141.73	500	141.6	34,100	141.74	100	141.59	3,700
1,778,033,736,000	300274.XSHE	7,823,067	141.72	600	141.64	100	141.73	2,400	141.6	29,800	141.74	2,400	141.59	3,600	141.75	2,300	141.58	2,600	141.76	2,300	141.56	600
1,778,033,739,000	300274.XSHE	7,830,551	141.69	100	141.6	23,500	141.7	4,500	141.59	2,400	141.71	100	141.58	5,000	141.72	2,300	141.56	600	141.73	700	141.55	2,500
1,778,033,742,000	300274.XSHE	7,837,757	141.67	100	141.6	16,600	141.68	3,600	141.59	2,400	141.69	500	141.58	6,000	141.72	500	141.56	600	141.73	800	141.55	2,400
1,778,033,745,000	300274.XSHE	7,845,465	141.79	1,500	141.72	600	141.8	400	141.69	400	141.83	500	141.67	400	141.84	100	141.6	12,500	141.85	100	141.59	4,300
1,778,033,748,000	300274.XSHE	7,852,621	141.86	200	141.73	200	141.87	200	141.72	1,400	141.88	15,200	141.69	6,600	141.89	8,300	141.67	10,300	141.9	9,200	141.66	100
1,778,033,751,000	300274.XSHE	7,860,289	141.72	1,100	141.71	100	141.78	600	141.7	200	141.82	100	141.69	3,000	141.85	100	141.68	1,000	141.86	100	141.67	4,600
1,778,033,754,000	300274.XSHE	7,868,159	141.67	100	141.58	700	141.68	1,400	141.56	600	141.69	11,300	141.55	4,200	141.7	400	141.54	200	141.71	600	141.53	1,900
1,778,033,757,000	300274.XSHE	7,875,241	141.58	139,700	141.47	100	141.6	1,300	141.46	200	141.65	100	141.45	6,200	141.66	1,200	141.44	500	141.67	300	141.43	100
1,778,033,760,000	300274.XSHE	7,882,537	141.58	94,700	141.47	1,000	141.6	1,700	141.46	100	141.62	200	141.45	6,200	141.65	100	141.44	500	141.66	1,600	141.43	100
1,778,033,763,000	300274.XSHE	7,890,213	141.68	200	141.59	1,700	141.69	300	141.58	16,900	141.7	1,400	141.56	2,800	141.71	6,900	141.49	100	141.72	10,500	141.47	7,600
1,778,033,766,000	300274.XSHE	7,897,861	141.68	1,500	141.63	700	141.69	300	141.61	300	141.7	1,600	141.59	500	141.71	6,600	141.58	24,800	141.72	11,000	141.56	2,800
1,778,033,769,000	300274.XSHE	7,905,115	141.67	100	141.6	100	141.68	900	141.59	600	141.69	500	141.58	12,200	141.7	1,700	141.56	2,800	141.71	6,600	141.55	100
1,778,033,772,000	300274.XSHE	7,912,451	141.59	300	141.58	2,700	141.6	28,900	141.56	2,800	141.61	800	141.55	400	141.62	300	141.5	300	141.63	500	141.49	100
1,778,033,775,000	300274.XSHE	7,919,783	141.58	46,100	141.47	1,600	141.59	1,400	141.46	400	141.6	31,400	141.45	6,700	141.61	800	141.44	900	141.62	300	141.43	300
1,778,033,778,000	300274.XSHE	7,927,225	141.58	17,300	141.46	400	141.59	2,100	141.45	6,700	141.6	8,700	141.44	900	141.61	2,100	141.43	300	141.62	300	141.42	2,300
1,778,033,781,000	300274.XSHE	7,934,811	141.4	1,500	141.39	2,400	141.41	700	141.38	200	141.44	2,200	141.37	800	141.45	3,900	141.36	200	141.47	600	141.35	100
1,778,033,784,000	300274.XSHE	7,942,533	141.41	3,000	141.4	100	141.42	200	141.38	100	141.44	800	141.37	100	141.45	4,200	141.33	700	141.46	3,900	141.31	100
1,778,033,787,000	300274.XSHE	7,949,965	141.4	21,200	141.39	100	141.41	900	141.38	200	141.42	200	141.37	100	141.45	400	141.36	200	141.46	4,300	141.33	700
1,778,033,790,000	300274.XSHE	7,957,519	141.4	13,400	141.37	1,200	141.41	2,400	141.33	500	141.42	200	141.31	200	141.45	400	141.3	1,300	141.46	7,500	141.29	200
1,778,033,793,000	300274.XSHE	7,964,799	141.37	200	141.36	1,000	141.39	5,700	141.33	800	141.4	24,400	141.31	300	141.41	2,800	141.3	1,600	141.42	400	141.29	200
1,778,033,796,000	300274.XSHE	7,972,125	141.36	100	141.35	300	141.37	100	141.34	100	141.38	100	141.33	800	141.39	4,000	141.31	300	141.4	27,100	141.3	1,600
1,778,033,799,000	300274.XSHE	7,979,511	141.35	1,500	141.3	700	141.36	6,600	141.29	300	141.37	2,700	141.28	100	141.38	600	141.27	2,200	141.39	5,200	141.22	1,200
1,778,033,802,000	300274.XSHE	7,987,059	141.36	2,800	141.35	200	141.37	6,000	141.3	900	141.38	1,400	141.29	300	141.39	5,100	141.28	700	141.4	26,600	141.27	2,200
1,778,033,805,000	300274.XSHE	7,994,505	141.3	2,100	141.28	700	141.33	300	141.27	2,400	141.34	300	141.22	1,200	141.35	4,000	141.21	10,600	141.36	1,500	141.2	1,300
1,778,033,808,000	300274.XSHE	8,001,867	141.3	700	141.29	600	141.31	200	141.27	2,100	141.32	200	141.26	300	141.33	400	141.22	1,200	141.34	1,000	141.21	10,600
1,778,033,811,000	300274.XSHE	8,009,455	141.34	1,900	141.3	600	141.35	12,800	141.28	500	141.36	1,800	141.27	1,600	141.37	5,800	141.26	300	141.38	800	141.22	1,200
1,778,033,814,000	300274.XSHE	8,016,531	141.29	3,800	141.27	900	141.3	1,900	141.26	500	141.34	3,200	141.22	1,200	141.35	10,900	141.21	10,600	141.36	2,700	141.2	1,600
1,778,033,817,000	300274.XSHE	8,023,701	141.29	1,600	141.26	800	141.3	6,600	141.22	1,200	141.31	200	141.21	10,600	141.34	3,800	141.2	1,600	141.35	9,900	141.18	200
1,778,033,820,000	300274.XSHE	8,031,431	141.25	100	141.24	200	141.26	400	141.23	300	141.27	7,300	141.22	1,200	141.28	4,200	141.21	10,600	141.29	1,800	141.2	1,900
1,778,033,823,000	300274.XSHE	8,038,637	141.22	100	141.21	7,000	141.25	4,100	141.2	1,900	141.26	7,700	141.19	200	141.27	9,500	141.18	200	141.28	400	141.17	400
1,778,033,826,000	300274.XSHE	8,046,373	141.25	2,500	141.21	100	141.26	7,700	141.2	3,800	141.27	9,300	141.19	200	141.28	1,200	141.18	200	141.29	2,500	141.17	400
1,778,033,829,000	300274.XSHE	8,053,899	141.27	8,900	141.26	900	141.28	1,200	141.25	2,800	141.29	2,200	141.23	200	141.3	10,600	141.22	1,000	141.34	3,400	141.21	100
1,778,033,832,000	300274.XSHE	8,061,821	141.21	1,200	141.2	2,400	141.24	100	141.19	700	141.25	5,300	141.18	200	141.26	8,100	141.17	400	141.27	14,300	141.16	6,300
1,778,033,835,000	300274.XSHE	8,068,727	141.21	2,800	141.2	5,600	141.25	7,100	141.19	1,400	141.26	13,000	141.18	2,200	141.27	15,300	141.17	400	141.28	1,100	141.16	6,300
1,778,033,838,000	300274.XSHE	8,076,143	141.21	300	141.2	3,800	141.22	100	141.19	1,700	141.24	200	141.18	2,300	141.25	7,700	141.17	300	141.26	13,500	141.16	6,300
1,778,033,841,000	300274.XSHE	8,083,413	141.16	100	141.12	1,900	141.17	200	141.1	3,100	141.18	200	141.08	500	141.19	200	141.06	200	141.2	15,400	141.05	700
1,778,033,844,000	300274.XSHE	8,091,449	141.12	400	141.1	3,900	141.13	100	141.09	100	141.18	300	141.08	500	141.19	2,300	141.06	200	141.2	21,900	141.05	700
1,778,033,847,000	300274.XSHE	8,098,579	141.1	17,700	141.05	600	141.11	100	141.04	1,800	141.12	3,100	141.03	5,100	141.14	500	141.02	400	141.15	100	141.01	5,100
1,778,033,850,000	300274.XSHE	8,105,719	141.05	1,500	141.03	4,800	141.06	200	141.02	400	141.1	18,000	141.01	5,100	141.11	600	141	20,400	141.12	10,900	140.99	2,800
1,778,033,853,000	300274.XSHE	8,113,335	140.99	300	140.98	400	141	400	140.97	200	141.01	3,600	140.96	3,600	141.02	200	140.95	400	141.03	1,600	140.94	400
1,778,033,856,000	300274.XSHE	8,120,601	141.03	3,700	141	900	141.05	1,700	140.99	1,200	141.06	200	140.98	100	141.07	200	140.97	600	141.08	400	140.96	3,600
1,778,033,859,000	300274.XSHE	8,128,135	140.98	100	140.96	1,700	141	1,400	140.95	400	141.03	3,100	140.94	3,200	141.05	2,200	140.92	200	141.06	200	140.9	600
1,778,033,862,000	300274.XSHE	8,135,661	140.99	100	140.96	500	141	31,400	140.95	900	141.02	1,200	140.94	3,400	141.03	3,900	140.92	200	141.05	2,000	140.9	600
1,778,033,865,000	300274.XSHE	8,143,133	140.96	7,900	140.95	1,400	140.97	300	140.94	3,400	140.98	2,300	140.92	200	140.99	300	140.9	600	141	32,300	140.89	300
1,778,033,868,000	300274.XSHE	8,150,135	140.96	5,200	140.94	900	140.97	300	140.93	300	140.98	2,800	140.92	200	140.99	200	140.9	600	141	44,700	140.89	300
1,778,033,871,000	300274.XSHE	8,157,497	140.94	200	140.92	200	140.95	300	140.91	100	140.96	1,500	140.9	500	140.97	300	140.89	300	140.98	3,000	140.88	2,100

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