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 ⌀
1,778,037,774,000	300274.XSHE	17,243,823	141.04	1,800	141.03	100	141.05	3,800	141	1,500	141.06	4,700	140.99	200	141.07	100	140.95	4,000	141.08	100	140.94	200
1,778,037,777,000	300274.XSHE	17,250,331	141.06	1,100	141.04	100	141.07	100	141.03	200	141.08	100	141	2,300	141.09	5,000	140.99	200	141.1	4,100	140.95	4,000
1,778,037,780,000	300274.XSHE	17,256,831	141.09	5,000	141.08	1,500	141.1	4,100	141.06	300	141.11	4,500	141.04	600	141.12	600	141.03	200	141.13	3,200	141.02	1,900
1,778,037,783,000	300274.XSHE	17,263,487	141.09	3,500	141.06	1,500	141.1	4,700	141.04	900	141.11	4,500	141.03	400	141.12	600	141.02	1,900	141.13	3,200	141	2,500
1,778,037,786,000	300274.XSHE	17,270,429	141.06	600	141.04	600	141.09	3,500	141.03	600	141.1	4,700	141.02	1,900	141.11	4,500	141	2,500	141.12	600	140.96	500
1,778,037,789,000	300274.XSHE	17,277,245	141.12	1,900	141.11	3,300	141.13	3,100	141.05	200	141.14	1,500	141.04	200	141.15	1,300	141.03	600	141.16	2,400	141.02	1,900
1,778,037,792,000	300274.XSHE	17,283,727	141.04	200	141.03	900	141.09	200	141.02	1,900	141.12	1,000	141	2,700	141.13	3,100	140.96	200	141.14	1,700	140.95	4,000
1,778,037,795,000	300274.XSHE	17,289,847	141.08	800	141.06	8,300	141.12	1,100	141.04	600	141.13	3,200	141.03	1,800	141.14	1,600	141.02	1,900	141.15	1,900	141	2,900
1,778,037,798,000	300274.XSHE	17,296,275	141.08	1,000	141.06	7,300	141.12	800	141.04	600	141.13	3,200	141.03	1,800	141.14	1,700	141.02	1,900	141.15	2,900	141	2,900
1,778,037,801,000	300274.XSHE	17,302,947	141.08	500	141.06	7,900	141.1	800	141.04	600	141.12	900	141.03	2,800	141.13	3,300	141.02	1,900	141.14	1,800	141	3,600
1,778,037,804,000	300274.XSHE	17,309,671	141.08	100	141.07	200	141.1	2,300	141.06	7,300	141.12	900	141.04	600	141.13	3,300	141.03	5,100	141.14	1,800	141.02	1,900
1,778,037,807,000	300274.XSHE	17,315,829	141.1	2,100	141.08	100	141.11	1,300	141.06	6,300	141.12	1,000	141.04	600	141.13	3,400	141.03	5,100	141.14	1,800	141.02	1,900
1,778,037,810,000	300274.XSHE	17,322,319	141.1	3,300	141.09	200	141.11	1,300	141.08	400	141.12	1,600	141.07	200	141.13	3,400	141.06	9,400	141.14	2,300	141.04	600
1,778,037,813,000	300274.XSHE	17,328,807	141.1	2,200	141.08	3,600	141.11	1,300	141.07	1,000	141.12	1,600	141.06	9,600	141.13	3,400	141.04	600	141.14	2,300	141.03	4,000
1,778,037,816,000	300274.XSHE	17,335,133	141.1	4,000	141.08	3,400	141.11	1,300	141.07	1,000	141.12	1,600	141.06	9,600	141.13	3,400	141.04	600	141.14	2,300	141.03	4,000
1,778,037,819,000	300274.XSHE	17,341,929	141.08	600	141.06	6,300	141.09	2,000	141.04	600	141.1	4,000	141.03	4,000	141.11	1,300	141.02	1,900	141.12	1,600	141	3,900
1,778,037,822,000	300274.XSHE	17,348,269	141.09	900	141.06	7,000	141.1	4,000	141.04	600	141.11	1,300	141.03	3,800	141.12	1,600	141.02	1,900	141.13	3,400	141	3,900
1,778,037,825,000	300274.XSHE	17,354,645	141.08	400	141.06	6,100	141.09	1,900	141.04	600	141.1	3,900	141.03	3,800	141.11	1,400	141.02	1,900	141.12	1,600	141	3,900
1,778,037,828,000	300274.XSHE	17,361,075	141.08	400	141.07	300	141.09	3,400	141.06	2,400	141.1	6,900	141.04	600	141.11	1,500	141.03	3,800	141.12	1,500	141.02	1,900
1,778,037,831,000	300274.XSHE	17,367,465	141.03	100	141.02	1,300	141.07	1,900	141	3,900	141.08	1,900	140.99	100	141.09	5,200	140.98	700	141.1	7,000	140.95	4,000
1,778,037,834,000	300274.XSHE	17,374,051	141.02	200	141	2,800	141.03	3,400	140.99	100	141.04	100	140.98	700	141.05	1,900	140.97	200	141.06	200	140.95	4,000
1,778,037,837,000	300274.XSHE	17,380,567	141	900	140.98	1,500	141.01	500	140.97	600	141.02	200	140.95	4,000	141.03	3,700	140.93	2,300	141.04	100	140.92	200
1,778,037,840,000	300274.XSHE	17,386,981	141	1,100	140.98	400	141.01	500	140.97	700	141.02	300	140.95	4,000	141.03	3,600	140.93	2,300	141.04	100	140.92	200
1,778,037,843,000	300274.XSHE	17,393,787	141	400	140.98	300	141.02	200	140.97	700	141.03	3,600	140.96	800	141.04	100	140.95	4,200	141.05	1,900	140.93	2,000
1,778,037,846,000	300274.XSHE	17,400,203	141	400	140.97	400	141.02	200	140.96	800	141.03	3,600	140.95	4,300	141.04	100	140.94	200	141.05	1,900	140.93	2,000
1,778,037,849,000	300274.XSHE	17,406,835	141	1,100	140.96	500	141.01	400	140.95	4,300	141.02	3,200	140.94	200	141.03	3,600	140.93	2,000	141.04	200	140.92	100
1,778,037,852,000	300274.XSHE	17,413,427	140.96	200	140.95	2,300	140.97	100	140.94	200	141	300	140.93	2,000	141.02	900	140.92	200	141.03	3,700	140.91	700
1,778,037,855,000	300274.XSHE	17,420,133	140.96	200	140.95	1,200	140.97	400	140.94	200	141	500	140.93	2,600	141.02	900	140.92	200	141.03	3,900	140.91	700
1,778,037,858,000	300274.XSHE	17,426,713	140.96	8,300	140.95	500	140.97	500	140.94	300	140.98	100	140.93	2,600	141	700	140.92	200	141.02	900	140.91	700
1,778,037,861,000	300274.XSHE	17,433,345	140.95	600	140.94	800	140.96	12,200	140.93	2,600	140.97	500	140.92	300	140.98	100	140.91	700	140.99	12,900	140.9	600
1,778,037,864,000	300274.XSHE	17,439,837	140.95	500	140.94	1,500	140.96	6,000	140.93	2,600	140.97	500	140.92	300	140.98	100	140.91	700	140.99	12,900	140.9	1,700
1,778,037,867,000	300274.XSHE	17,446,721	140.96	6,100	140.93	1,300	140.97	500	140.92	300	140.98	100	140.91	1,700	140.99	12,900	140.9	1,700	141	2,000	140.87	100
1,778,037,870,000	300274.XSHE	17,452,919	140.95	100	140.93	1,101	140.96	1,300	140.92	300	140.97	500	140.91	1,700	140.98	100	140.9	1,500	140.99	12,900	140.87	100
1,778,037,873,000	300274.XSHE	17,459,411	140.93	100	140.91	2,001	140.95	1,700	140.9	1,500	140.96	1,300	140.87	100	140.97	500	140.86	200	140.98	100	140.83	200
1,778,037,876,000	300274.XSHE	17,466,211	140.93	1,600	140.91	1,701	140.94	2,500	140.9	1,500	140.95	2,000	140.87	100	140.96	1,300	140.86	200	140.97	500	140.83	200
1,778,037,879,000	300274.XSHE	17,472,571	140.93	1,400	140.9	3,200	140.94	2,500	140.88	200	140.95	2,000	140.87	100	140.96	1,300	140.86	200	140.97	500	140.83	200
1,778,037,882,000	300274.XSHE	17,479,237	140.87	1,300	140.78	2,500	140.9	100	140.76	200	140.91	100	140.75	3,500	140.92	1,400	140.72	200	140.93	3,300	140.71	300
1,778,037,885,000	300274.XSHE	17,485,947	140.86	300	140.78	2,300	140.87	2,000	140.76	200	140.88	200	140.75	3,500	140.9	100	140.72	200	140.91	100	140.71	300
1,778,037,888,000	300274.XSHE	17,492,813	140.86	500	140.78	800	140.87	2,000	140.76	300	140.88	200	140.75	3,500	140.9	500	140.72	200	140.91	200	140.71	300
1,778,037,891,000	300274.XSHE	17,499,057	140.78	1,300	140.76	100	140.83	1,500	140.75	3,500	140.85	200	140.72	200	140.86	1,600	140.71	300	140.87	400	140.7	4,000
1,778,037,894,000	300274.XSHE	17,505,505	140.78	2,000	140.77	100	140.8	100	140.76	1,600	140.83	300	140.75	3,500	140.85	200	140.74	200	140.86	1,600	140.72	200
1,778,037,897,000	300274.XSHE	17,512,251	140.84	300	140.78	5,200	140.87	200	140.77	200	140.88	600	140.76	2,100	140.9	200	140.75	3,300	140.91	1,400	140.74	200
1,778,037,900,000	300274.XSHE	17,518,509	140.88	600	140.84	100	140.9	200	140.8	300	140.91	1,400	140.79	8,400	140.92	400	140.78	6,500	140.93	1,800	140.77	200
1,778,037,903,000	300274.XSHE	17,525,315	140.93	1,200	140.87	200	140.94	2,700	140.86	7,100	140.95	1,700	140.84	100	140.96	1,100	140.83	300	140.97	700	140.82	200
1,778,037,906,000	300274.XSHE	17,531,947	140.94	2,500	140.89	500	140.95	1,700	140.88	6,400	140.96	1,100	140.87	5,100	140.97	700	140.86	6,000	140.98	100	140.84	400
1,778,037,909,000	300274.XSHE	17,538,509	140.98	100	140.94	300	140.99	13,800	140.91	1,300	141	17,300	140.9	2,800	141.02	1,000	140.89	5,700	141.03	2,400	140.88	6,200
1,778,037,912,000	300274.XSHE	17,544,965	140.98	2,200	140.94	900	140.99	14,000	140.91	1,300	141	17,300	140.9	8,800	141.02	1,000	140.89	5,700	141.03	2,400	140.88	6,200
1,778,037,915,000	300274.XSHE	17,551,695	140.95	600	140.94	100	140.98	1,000	140.91	1,000	140.99	11,400	140.9	8,800	141	17,300	140.89	5,700	141.02	1,000	140.88	6,400
1,778,037,918,000	300274.XSHE	17,557,903	140.97	100	140.96	100	140.98	1,000	140.95	1,700	140.99	11,300	140.94	500	141	17,100	140.92	400	141.02	1,000	140.91	1,000
1,778,037,921,000	300274.XSHE	17,564,507	140.95	200	140.9	400	140.96	200	140.89	1,400	140.98	200	140.88	6,400	140.99	11,300	140.87	5,000	141	17,300	140.86	6,000
1,778,037,924,000	300274.XSHE	17,570,919	140.96	1,800	140.91	200	140.98	600	140.9	1,500	140.99	11,300	140.89	100	141	17,300	140.88	6,400	141.02	1,000	140.87	5,000
1,778,037,927,000	300274.XSHE	17,578,101	140.9	1,400	140.89	100	140.94	1,100	140.88	7,400	140.96	1,700	140.87	5,000	140.98	600	140.86	6,000	140.99	11,300	140.84	300
1,778,037,930,000	300274.XSHE	17,584,441	140.94	100	140.91	500	140.95	100	140.9	19,000	140.96	1,700	140.89	100	140.98	600	140.88	7,800	140.99	11,300	140.87	5,000
1,778,037,933,000	300274.XSHE	17,591,253	140.96	1,600	140.95	600	140.98	600	140.94	2,300	140.99	11,300	140.91	600	141	18,200	140.9	19,300	141.02	1,100	140.89	100
1,778,037,936,000	300274.XSHE	17,597,631	140.98	600	140.97	100	140.99	11,300	140.96	700	141	18,300	140.95	1,200	141.02	1,100	140.94	2,700	141.03	2,400	140.93	1,100
1,778,037,939,000	300274.XSHE	17,604,631	140.98	200	140.97	200	140.99	11,400	140.96	1,000	141	18,300	140.95	1,200	141.02	1,100	140.94	1,100	141.03	2,400	140.93	1,100
1,778,037,942,000	300274.XSHE	17,610,909	140.99	10,200	140.97	1,100	141	18,100	140.96	400	141.02	1,100	140.95	1,800	141.03	2,400	140.94	1,100	141.04	100	140.93	1,100
1,778,037,945,000	300274.XSHE	17,617,363	140.99	10,100	140.98	1,000	141	21,200	140.97	100	141.02	2,700	140.96	400	141.03	2,400	140.95	1,800	141.04	100	140.94	2,100
1,778,037,948,000	300274.XSHE	17,623,935	140.97	4,500	140.96	300	140.98	500	140.95	1,700	140.99	10,600	140.94	2,100	141	21,700	140.93	1,100	141.02	2,700	140.91	1,000
1,778,037,951,000	300274.XSHE	17,630,161	140.97	4,400	140.95	1,100	140.98	500	140.94	2,100	140.99	10,500	140.93	1,100	141	21,600	140.91	1,000	141.02	2,700	140.9	1,500
1,778,037,954,000	300274.XSHE	17,636,681	140.96	100	140.95	700	140.97	4,300	140.94	2,100	140.98	600	140.93	1,100	140.99	11,100	140.91	1,000	141	21,800	140.9	1,500
1,778,037,957,000	300274.XSHE	17,643,519	140.96	500	140.95	300	140.97	4,300	140.94	2,100	140.98	900	140.93	1,900	140.99	11,000	140.91	1,000	141	23,800	140.9	1,500
1,778,037,960,000	300274.XSHE	17,650,357	140.88	200	140.87	5,100	140.93	3,000	140.86	6,000	140.94	2,800	140.85	800	140.95	2,200	140.84	300	140.96	2,600	140.83	100
1,778,037,963,000	300274.XSHE	17,657,285	140.91	100	140.84	300	140.92	100	140.83	100	140.93	3,000	140.8	3,600	140.94	2,800	140.79	3,000	140.95	2,400	140.78	700
1,778,037,966,000	300274.XSHE	17,664,441	140.9	100	140.8	600	140.91	1,100	140.79	3,000	140.92	1,000	140.78	700	140.93	3,000	140.77	300	140.94	2,800	140.76	1,200
1,778,037,969,000	300274.XSHE	17,671,227	140.88	1,000	140.79	1,200	140.89	1,900	140.78	700	140.9	2,500	140.77	300	140.91	100	140.76	1,200	140.92	1,000	140.75	5,600
1,778,037,972,000	300274.XSHE	17,678,065	140.81	100	140.76	1,400	140.83	100	140.75	5,600	140.86	1,400	140.73	100	140.87	3,100	140.72	300	140.89	700	140.71	700
1,778,037,975,000	300274.XSHE	17,684,967	140.87	600	140.77	300	140.9	100	140.76	1,200	140.91	300	140.75	5,700	140.92	100	140.73	100	140.93	3,000	140.72	300
1,778,037,978,000	300274.XSHE	17,690,951	140.89	800	140.83	700	140.9	100	140.81	600	140.91	300	140.77	300	140.92	100	140.76	1,300	140.93	3,800	140.75	5,700
1,778,037,981,000	300274.XSHE	17,697,445	140.87	100	140.83	100	140.88	100	140.8	100	140.89	1,100	140.77	1,200	140.9	700	140.76	1,300	140.91	300	140.75	5,700
1,778,037,984,000	300274.XSHE	17,703,965	140.83	100	140.82	300	140.85	100	140.81	400	140.88	100	140.8	100	140.89	1,200	140.77	1,200	140.9	800	140.76	1,300
1,778,037,987,000	300274.XSHE	17,710,487	140.83	4,800	140.82	500	140.85	800	140.81	400	140.88	100	140.8	500	140.89	1,200	140.78	200	140.9	800	140.77	1,200
1,778,037,990,000	300274.XSHE	17,716,951	140.82	500	140.81	400	140.83	4,000	140.8	500	140.85	800	140.78	200	140.86	100	140.77	1,300	140.88	100	140.76	1,100
1,778,037,993,000	300274.XSHE	17,723,257	140.82	2,289	140.81	300	140.83	4,100	140.8	500	140.85	800	140.78	1,200	140.86	500	140.77	1,300	140.88	100	140.76	1,100
1,778,037,996,000	300274.XSHE	17,730,215	140.82	2,789	140.81	200	140.83	4,100	140.8	500	140.85	900	140.78	1,200	140.86	500	140.77	1,300	140.88	100	140.76	1,100
1,778,037,999,000	300274.XSHE	17,736,629	140.84	200	140.83	811	140.85	900	140.82	300	140.86	500	140.81	400	140.88	100	140.8	500	140.89	1,200	140.78	9,800
1,778,038,002,000	300274.XSHE	17,742,897	140.85	900	140.83	6,211	140.86	400	140.82	600	140.88	100	140.81	400	140.89	300	140.8	1,000	140.9	1,400	140.78	9,800
1,778,038,005,000	300274.XSHE	17,749,175	140.89	200	140.86	3,100	140.9	1,100	140.85	2,600	140.91	200	140.84	400	140.92	100	140.83	9,311	140.93	3,800	140.82	1,000
1,778,038,008,000	300274.XSHE	17,755,441	140.91	200	140.9	2,700	140.93	800	140.89	2,400	140.94	1,100	140.86	3,100	140.95	1,800	140.85	2,900	140.96	2,600	140.84	1,900
1,778,038,011,000	300274.XSHE	17,761,885	140.93	800	140.92	2,600	140.95	1,800	140.91	5,900	140.96	2,700	140.9	2,800	140.97	3,100	140.89	2,400	140.98	900	140.88	1,200
1,778,038,014,000	300274.XSHE	17,768,299	140.93	900	140.92	3,800	140.95	1,800	140.91	8,600	140.96	2,700	140.9	2,700	140.97	3,100	140.88	1,200	140.98	900	140.86	3,100
1,778,038,017,000	300274.XSHE	17,774,933	140.96	2,300	140.93	200	140.97	3,100	140.91	3,600	140.98	900	140.9	2,700	140.99	10,900	140.88	1,200	141	36,200	140.86	3,100
1,778,038,020,000	300274.XSHE	17,781,165	140.92	2,700	140.91	1,700	140.94	400	140.9	4,200	140.95	8,400	140.88	1,200	140.96	2,500	140.86	3,100	140.97	3,100	140.85	100
1,778,038,023,000	300274.XSHE	17,787,737	140.92	15,800	140.91	1,300	140.95	500	140.9	3,800	140.96	2,300	140.88	1,200	140.97	3,100	140.86	3,100	140.98	900	140.85	100
1,778,038,026,000	300274.XSHE	17,794,417	140.96	2,200	140.95	1,200	140.97	3,100	140.91	1,400	140.98	900	140.9	3,800	140.99	11,100	140.88	1,300	141	36,400	140.86	3,100
1,778,038,029,000	300274.XSHE	17,800,831	140.95	2,900	140.91	400	140.96	1,200	140.9	4,000	140.97	3,100	140.88	100	140.98	900	140.86	3,100	140.99	11,100	140.85	100
1,778,038,032,000	300274.XSHE	17,807,237	140.95	3,300	140.91	500	140.96	1,200	140.9	1,800	140.97	3,100	140.88	100	140.98	1,100	140.86	3,100	140.99	11,100	140.85	100
1,778,038,035,000	300274.XSHE	17,814,049	140.91	2,600	140.89	200	140.93	800	140.88	100	140.95	3,300	140.86	3,100	140.96	1,300	140.85	100	140.97	3,100	140.84	1,000
1,778,038,038,000	300274.XSHE	17,820,659	140.91	300	140.9	100	140.93	1,000	140.89	100	140.95	2,900	140.88	100	140.96	1,200	140.86	3,100	140.97	3,100	140.85	100
1,778,038,041,000	300274.XSHE	17,827,495	140.91	200	140.89	100	140.93	1,000	140.88	800	140.95	2,900	140.86	3,100	140.96	1,200	140.85	100	140.97	3,100	140.84	1,000
1,778,038,044,000	300274.XSHE	17,833,699	140.89	500	140.88	1,000	140.9	3,100	140.86	3,500	140.91	100	140.85	100	140.93	1,000	140.84	1,000	140.95	2,700	140.83	2,511
1,778,038,047,000	300274.XSHE	17,839,921	140.89	100	140.88	500	140.9	3,300	140.86	3,500	140.91	100	140.85	100	140.93	1,100	140.84	1,000	140.95	2,700	140.83	2,511
1,778,038,050,000	300274.XSHE	17,846,481	140.89	1,600	140.86	2,100	140.9	700	140.85	100	140.91	100	140.84	1,000	140.93	300	140.83	2,511	140.94	100	140.82	600
1,778,038,053,000	300274.XSHE	17,852,945	140.88	800	140.87	100	140.89	500	140.86	2,100	140.91	200	140.85	100	140.93	100	140.84	1,100	140.94	300	140.83	2,511
1,778,038,056,000	300274.XSHE	17,859,457	140.88	200	140.86	1,700	140.89	500	140.85	100	140.91	200	140.84	1,100	140.93	100	140.83	2,400	140.94	300	140.82	600
1,778,038,059,000	300274.XSHE	17,865,651	140.89	500	140.88	100	140.94	200	140.86	1,300	140.95	400	140.85	100	140.96	1,300	140.84	1,100	140.97	3,200	140.83	2,400
1,778,038,062,000	300274.XSHE	17,872,193	140.88	300	140.84	800	140.89	100	140.83	2,400	140.94	200	140.82	600	140.95	400	140.81	300	140.96	1,300	140.8	2,000
1,778,038,065,000	300274.XSHE	17,878,489	140.86	300	140.84	400	140.88	100	140.83	2,300	140.91	200	140.82	600	140.92	800	140.81	300	140.93	500	140.8	2,000
1,778,038,068,000	300274.XSHE	17,884,887	140.89	100	140.88	900	140.9	600	140.86	700	140.91	900	140.85	200	140.92	800	140.82	100	140.93	500	140.81	300
1,778,038,071,000	300274.XSHE	17,891,535	140.84	2,000	140.83	100	140.85	1,600	140.82	100	140.87	300	140.81	300	140.88	500	140.8	2,000	140.89	400	140.79	1,600

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