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 ⌀
1,778,043,771,000	300274.XSHE	19,396,843	140.85	2,200	140.8	1,400	140.86	16,100	140.76	300	140.87	1,100	140.75	5,500	140.89	100	140.74	2,100	140.9	200	140.73	400
1,778,043,774,000	300274.XSHE	19,403,775	140.79	100	140.77	200	140.8	400	140.76	500	140.81	100	140.75	6,200	140.82	900	140.74	2,100	140.83	100	140.73	400
1,778,043,777,000	300274.XSHE	19,410,787	140.83	100	140.77	1,600	140.84	100	140.76	800	140.85	1,200	140.75	6,200	140.86	15,400	140.74	2,100	140.87	1,400	140.73	200
1,778,043,780,000	300274.XSHE	19,417,445	140.8	3,100	140.79	300	140.85	100	140.77	2,000	140.86	11,800	140.76	1,100	140.87	1,400	140.75	6,500	140.89	100	140.74	2,100
1,778,043,783,000	300274.XSHE	19,424,989	140.8	2,100	140.79	10,000	140.85	3,200	140.77	300	140.86	11,700	140.76	1,200	140.87	1,400	140.75	6,500	140.89	100	140.74	1,800
1,778,043,786,000	300274.XSHE	19,431,721	140.85	3,400	140.84	400	140.86	500	140.83	3,000	140.87	400	140.8	400	140.89	100	140.79	10,500	140.9	200	140.78	100
1,778,043,789,000	300274.XSHE	19,438,687	140.85	4,500	140.83	600	140.86	500	140.82	300	140.87	400	140.8	1,800	140.89	100	140.79	10,500	140.9	200	140.78	100
1,778,043,792,000	300274.XSHE	19,446,193	140.84	200	140.83	100	140.85	4,500	140.82	300	140.86	500	140.8	1,400	140.87	400	140.79	10,500	140.89	100	140.78	100
1,778,043,795,000	300274.XSHE	19,452,909	140.84	100	140.82	300	140.85	2,200	140.8	1,400	140.86	500	140.79	400	140.87	300	140.78	100	140.89	100	140.77	1,500
1,778,043,798,000	300274.XSHE	19,459,781	140.84	100	140.8	900	140.86	500	140.79	400	140.87	300	140.78	800	140.9	200	140.77	1,500	140.91	1,800	140.76	1,200
1,778,043,801,000	300274.XSHE	19,467,033	140.83	6,300	140.82	3,600	140.84	1,000	140.8	1,000	140.85	800	140.79	400	140.86	600	140.78	900	140.87	300	140.77	1,500
1,778,043,804,000	300274.XSHE	19,474,155	140.8	4,200	140.79	400	140.81	100	140.78	900	140.82	800	140.77	1,500	140.83	6,900	140.76	1,200	140.84	1,300	140.75	5,200
1,778,043,807,000	300274.XSHE	19,480,807	140.79	100	140.77	1,700	140.8	3,500	140.76	1,000	140.81	1,400	140.75	5,200	140.82	11,800	140.74	1,600	140.83	7,100	140.73	400
1,778,043,810,000	300274.XSHE	19,487,931	140.77	900	140.76	1,000	140.79	1,700	140.75	5,200	140.81	1,100	140.74	1,400	140.82	11,800	140.73	400	140.83	7,100	140.72	500
1,778,043,813,000	300274.XSHE	19,494,719	140.74	1,800	140.68	100	140.75	100	140.67	3,500	140.76	3,000	140.66	300	140.77	3,700	140.62	200	140.79	1,700	140.61	1,300
1,778,043,816,000	300274.XSHE	19,501,869	140.73	700	140.67	3,500	140.74	2,200	140.66	400	140.75	1,600	140.65	700	140.76	2,600	140.62	200	140.77	3,200	140.61	1,300
1,778,043,819,000	300274.XSHE	19,508,869	140.74	1,700	140.73	1,600	140.75	1,600	140.7	200	140.76	2,700	140.67	3,600	140.77	3,500	140.66	400	140.79	1,400	140.65	700
1,778,043,822,000	300274.XSHE	19,515,531	140.75	1,600	140.73	500	140.76	300	140.7	200	140.77	900	140.69	100	140.79	1,400	140.68	800	140.8	100	140.67	3,600
1,778,043,825,000	300274.XSHE	19,522,343	140.73	600	140.72	1,000	140.77	600	140.7	1,100	140.79	500	140.69	100	140.8	100	140.68	800	140.81	1,100	140.67	3,600
1,778,043,828,000	300274.XSHE	19,529,783	140.77	300	140.73	100	140.79	500	140.72	100	140.8	1,400	140.7	1,100	140.81	1,100	140.69	100	140.82	300	140.68	1,700
1,778,043,831,000	300274.XSHE	19,536,477	140.79	400	140.74	1,300	140.8	1,400	140.73	3,300	140.81	1,100	140.72	100	140.82	300	140.7	1,100	140.83	6,600	140.69	100
1,778,043,834,000	300274.XSHE	19,543,633	140.79	200	140.75	3,000	140.8	1,400	140.74	1,100	140.81	1,100	140.73	4,900	140.82	300	140.72	100	140.83	6,400	140.7	1,100
1,778,043,837,000	300274.XSHE	19,550,535	140.78	3,800	140.75	4,900	140.79	11,100	140.74	500	140.8	1,400	140.73	7,800	140.81	1,200	140.72	500	140.82	400	140.7	1,300
1,778,043,840,000	300274.XSHE	19,557,335	140.78	400	140.75	6,200	140.79	11,700	140.74	600	140.8	1,400	140.73	8,200	140.81	1,200	140.72	500	140.82	400	140.7	1,600
1,778,043,843,000	300274.XSHE	19,564,325	140.79	9,900	140.77	200	140.8	1,600	140.76	1,000	140.81	1,200	140.75	4,600	140.82	400	140.74	900	140.83	4,400	140.73	8,500
1,778,043,846,000	300274.XSHE	19,571,485	140.79	9,300	140.78	600	140.8	1,600	140.75	5,000	140.81	1,600	140.74	1,400	140.82	400	140.73	8,600	140.83	4,400	140.72	500
1,778,043,849,000	300274.XSHE	19,578,985	140.79	9,200	140.78	700	140.8	1,600	140.76	1,000	140.81	1,600	140.75	5,400	140.82	400	140.74	1,400	140.83	4,400	140.73	7,400
1,778,043,852,000	300274.XSHE	19,585,491	140.8	1,500	140.79	200	140.81	1,600	140.78	1,200	140.82	400	140.76	700	140.83	4,400	140.75	5,400	140.84	300	140.74	1,400
1,778,043,855,000	300274.XSHE	19,592,403	140.8	2,500	140.79	3,500	140.81	1,600	140.77	1,000	140.82	400	140.75	4,200	140.83	4,400	140.74	1,800	140.84	100	140.73	7,400
1,778,043,858,000	300274.XSHE	19,599,649	140.8	800	140.79	4,100	140.81	1,200	140.77	1,000	140.82	700	140.75	4,200	140.83	4,400	140.74	1,800	140.84	100	140.73	7,400
1,778,043,861,000	300274.XSHE	19,606,741	140.81	1,100	140.8	3,800	140.82	700	140.79	4,400	140.83	4,400	140.78	300	140.84	100	140.77	1,000	140.85	200	140.75	3,900
1,778,043,864,000	300274.XSHE	19,613,331	140.81	1,200	140.8	7,500	140.82	700	140.79	5,700	140.83	4,400	140.78	400	140.84	100	140.77	1,100	140.85	200	140.75	3,800
1,778,043,867,000	300274.XSHE	19,620,277	140.78	1,900	140.7	1,500	140.79	8,300	140.69	300	140.8	800	140.68	2,700	140.81	100	140.67	2,400	140.82	700	140.66	1,400
1,778,043,870,000	300274.XSHE	19,627,075	140.76	3,600	140.7	1,700	140.77	2,300	140.69	300	140.78	4,200	140.68	3,400	140.79	8,300	140.67	2,400	140.8	800	140.66	1,400
1,778,043,873,000	300274.XSHE	19,634,235	140.76	3,900	140.7	1,500	140.77	2,300	140.69	600	140.78	4,100	140.68	3,400	140.79	8,300	140.67	2,400	140.8	1,000	140.66	1,400
1,778,043,876,000	300274.XSHE	19,641,287	140.75	100	140.72	100	140.76	3,000	140.71	400	140.77	2,300	140.7	1,800	140.78	4,100	140.69	1,200	140.79	10,700	140.68	3,400
1,778,043,879,000	300274.XSHE	19,648,467	140.69	600	140.68	3,400	140.72	100	140.67	2,400	140.75	300	140.66	1,400	140.77	2,500	140.65	1,200	140.78	4,100	140.62	700
1,778,043,882,000	300274.XSHE	19,655,005	140.7	800	140.69	2,100	140.71	100	140.68	4,000	140.72	300	140.67	2,400	140.75	400	140.66	1,400	140.76	100	140.65	2,200
1,778,043,885,000	300274.XSHE	19,661,993	140.72	800	140.71	100	140.75	400	140.7	200	140.76	100	140.69	1,500	140.77	2,400	140.68	3,300	140.78	4,300	140.67	2,400
1,778,043,888,000	300274.XSHE	19,668,795	140.7	4,600	140.69	1,200	140.72	700	140.68	3,400	140.75	400	140.67	2,400	140.76	100	140.66	1,400	140.77	2,400	140.65	1,200
1,778,043,891,000	300274.XSHE	19,675,923	140.72	600	140.7	2,200	140.75	400	140.69	1,600	140.76	100	140.68	3,300	140.77	2,400	140.67	3,100	140.78	4,300	140.66	1,400
1,778,043,894,000	300274.XSHE	19,683,037	140.72	2,200	140.71	600	140.75	400	140.7	5,300	140.76	100	140.69	1,700	140.77	2,400	140.68	3,800	140.78	4,300	140.67	3,100
1,778,043,897,000	300274.XSHE	19,689,839	140.75	400	140.72	500	140.76	100	140.71	1,100	140.77	2,400	140.7	5,600	140.78	4,300	140.69	2,500	140.79	10,300	140.68	3,800
1,778,043,900,000	300274.XSHE	19,696,759	140.76	400	140.72	100	140.77	2,400	140.71	800	140.78	4,300	140.7	5,800	140.79	10,300	140.69	2,500	140.8	1,800	140.68	4,000
1,778,043,903,000	300274.XSHE	19,703,695	140.77	2,400	140.76	1,800	140.78	4,200	140.75	1,000	140.79	10,300	140.73	100	140.8	1,800	140.72	300	140.81	1,200	140.71	800
1,778,043,906,000	300274.XSHE	19,711,081	140.76	500	140.72	800	140.77	2,400	140.71	800	140.78	4,200	140.7	6,800	140.79	10,300	140.69	2,600	140.8	1,800	140.68	4,300
1,778,043,909,000	300274.XSHE	19,718,075	140.74	300	140.73	200	140.75	100	140.72	600	140.76	100	140.71	1,500	140.77	2,700	140.7	8,000	140.78	4,400	140.69	2,700
1,778,043,912,000	300274.XSHE	19,725,161	140.62	100	140.58	1,000	140.63	400	140.57	2,000	140.64	300	140.55	1,500	140.65	1,100	140.54	200	140.66	2,300	140.52	400
1,778,043,915,000	300274.XSHE	19,732,503	140.59	100	140.58	200	140.62	1,700	140.55	2,000	140.63	500	140.54	200	140.64	300	140.52	400	140.66	2,000	140.51	3,100
1,778,043,918,000	300274.XSHE	19,739,655	140.58	300	140.55	1,300	140.62	1,100	140.54	200	140.63	400	140.52	600	140.64	400	140.51	3,100	140.66	2,000	140.5	13,300
1,778,043,921,000	300274.XSHE	19,747,065	140.62	700	140.6	800	140.63	400	140.59	100	140.64	400	140.58	1,000	140.66	2,000	140.55	1,500	140.67	300	140.54	200
1,778,043,924,000	300274.XSHE	19,753,903	140.63	200	140.58	1,100	140.64	100	140.56	300	140.66	2,000	140.55	1,700	140.67	300	140.54	200	140.68	200	140.52	600
1,778,043,927,000	300274.XSHE	19,761,253	140.63	100	140.59	500	140.64	1,200	140.58	4,500	140.66	300	140.57	200	140.67	300	140.55	1,000	140.68	200	140.54	200
1,778,043,930,000	300274.XSHE	19,767,817	140.64	1,000	140.62	100	140.67	100	140.61	100	140.68	400	140.6	200	140.69	1,400	140.59	500	140.7	1,200	140.58	4,900
1,778,043,933,000	300274.XSHE	19,775,199	140.59	100	140.57	300	140.64	700	140.56	300	140.67	100	140.55	1,500	140.68	400	140.53	100	140.69	1,400	140.52	600
1,778,043,936,000	300274.XSHE	19,782,629	140.63	100	140.58	100	140.64	700	140.57	200	140.67	100	140.56	600	140.68	400	140.55	1,400	140.69	1,400	140.53	100
1,778,043,939,000	300274.XSHE	19,789,379	140.63	4,000	140.58	200	140.64	1,600	140.57	300	140.68	400	140.56	600	140.69	1,400	140.55	1,300	140.7	1,000	140.53	100
1,778,043,942,000	300274.XSHE	19,795,977	140.58	700	140.57	200	140.63	3,700	140.56	700	140.64	1,600	140.55	1,300	140.66	100	140.54	100	140.68	400	140.53	100
1,778,043,945,000	300274.XSHE	19,802,983	140.62	200	140.59	400	140.63	3,700	140.55	1,300	140.64	1,600	140.54	100	140.65	100	140.53	100	140.66	100	140.52	600
1,778,043,948,000	300274.XSHE	19,809,827	140.58	100	140.55	1,500	140.62	300	140.54	100	140.63	3,800	140.53	100	140.64	1,600	140.52	600	140.65	100	140.51	3,200
1,778,043,951,000	300274.XSHE	19,816,631	140.58	200	140.55	300	140.59	2,100	140.54	100	140.6	400	140.53	300	140.62	300	140.52	600	140.63	5,300	140.51	3,200
1,778,043,954,000	300274.XSHE	19,823,479	140.59	1,900	140.58	1,500	140.6	500	140.56	1,000	140.62	300	140.55	300	140.63	3,500	140.54	200	140.64	1,400	140.53	300
1,778,043,957,000	300274.XSHE	19,830,625	140.59	100	140.58	2,400	140.6	500	140.56	400	140.62	300	140.55	300	140.63	3,400	140.54	200	140.64	1,600	140.53	800
1,778,043,960,000	300274.XSHE	19,837,413	140.71	200	140.68	200	140.72	200	140.67	300	140.73	900	140.66	800	140.74	300	140.65	200	140.75	500	140.64	200
1,778,043,963,000	300274.XSHE	19,844,829	140.71	11,300	140.69	1,000	140.73	300	140.68	6,200	140.74	300	140.63	1,600	140.75	500	140.6	200	140.76	1,100	140.59	8,700
1,778,043,966,000	300274.XSHE	19,851,535	140.71	1,100	140.69	1,000	140.73	300	140.68	5,800	140.74	300	140.67	700	140.75	500	140.63	1,600	140.76	1,100	140.6	200
1,778,043,969,000	300274.XSHE	19,858,647	140.73	200	140.69	700	140.74	300	140.68	5,800	140.75	500	140.67	700	140.76	1,100	140.63	1,600	140.77	2,400	140.6	200
1,778,043,972,000	300274.XSHE	19,865,645	140.68	800	140.59	9,300	140.69	200	140.58	4,400	140.7	1,900	140.57	1,100	140.71	1,900	140.56	400	140.72	4,400	140.55	400
1,778,043,975,000	300274.XSHE	19,872,869	140.59	5,600	140.57	1,100	140.6	300	140.56	700	140.63	100	140.55	400	140.64	3,700	140.54	200	140.65	3,200	140.53	800
1,778,043,978,000	300274.XSHE	19,880,023	140.59	4,700	140.57	1,100	140.6	300	140.56	700	140.63	100	140.55	400	140.64	3,700	140.54	200	140.65	3,200	140.53	800
1,778,043,981,000	300274.XSHE	19,886,579	140.59	2,000	140.58	5,600	140.6	300	140.57	1,300	140.63	100	140.56	700	140.64	3,700	140.55	1,000	140.65	2,300	140.54	200
1,778,043,984,000	300274.XSHE	19,893,713	140.59	2,400	140.58	12,500	140.6	400	140.57	1,300	140.63	100	140.56	700	140.64	3,700	140.55	1,100	140.65	2,300	140.54	900
1,778,043,987,000	300274.XSHE	19,900,773	140.6	600	140.59	10,800	140.64	3,700	140.58	17,200	140.65	2,400	140.57	1,800	140.67	2,900	140.56	400	140.68	700	140.55	2,100
1,778,043,990,000	300274.XSHE	19,907,485	140.65	1,500	140.6	200	140.67	2,900	140.59	7,800	140.68	700	140.58	18,200	140.69	900	140.57	1,800	140.7	1,600	140.56	400
1,778,043,993,000	300274.XSHE	19,914,373	140.6	200	140.59	1,000	140.65	3,600	140.58	19,300	140.67	2,900	140.57	1,900	140.68	700	140.56	300	140.69	1,500	140.55	2,400
1,778,043,996,000	300274.XSHE	19,921,369	140.65	400	140.63	300	140.67	2,900	140.62	100	140.68	700	140.6	3,600	140.69	1,800	140.59	1,200	140.7	1,600	140.58	20,200
1,778,043,999,000	300274.XSHE	19,928,507	140.66	300	140.65	200	140.67	2,900	140.63	200	140.68	700	140.6	300	140.69	1,800	140.59	6,000	140.7	1,600	140.58	20,700
1,778,044,002,000	300274.XSHE	19,935,837	140.63	500	140.59	6,200	140.65	100	140.58	20,700	140.66	1,500	140.57	1,200	140.67	2,900	140.56	300	140.68	700	140.55	1,500
1,778,044,005,000	300274.XSHE	19,942,261	140.63	500	140.6	2,200	140.65	100	140.59	7,500	140.66	1,500	140.58	20,800	140.67	2,900	140.57	1,300	140.68	700	140.56	300
1,778,044,008,000	300274.XSHE	19,948,983	140.63	1,200	140.6	5,400	140.65	400	140.59	7,200	140.66	1,600	140.58	20,900	140.67	2,900	140.57	900	140.68	500	140.56	200
1,778,044,011,000	300274.XSHE	19,956,161	140.63	400	140.6	6,600	140.65	400	140.59	8,700	140.66	1,600	140.58	20,900	140.67	2,900	140.57	900	140.68	500	140.56	200
1,778,044,014,000	300274.XSHE	19,962,971	140.6	140	140.59	9,800	140.63	1,400	140.58	20,400	140.65	700	140.57	800	140.66	1,100	140.56	200	140.67	2,900	140.55	1,500
1,778,044,017,000	300274.XSHE	19,970,039	140.59	400	140.56	3,300	140.6	3,100	140.55	1,500	140.63	1,440	140.54	1,000	140.64	1,700	140.53	400	140.65	7,200	140.52	1,200
1,778,044,020,000	300274.XSHE	19,976,879	140.58	2,300	140.56	2,700	140.59	1,500	140.55	1,500	140.6	3,100	140.54	1,000	140.62	100	140.53	400	140.63	1,840	140.52	1,100
1,778,044,023,000	300274.XSHE	19,984,231	140.58	2,400	140.53	2,800	140.59	1,600	140.52	1,100	140.6	3,000	140.51	7,800	140.62	100	140.5	21,000	140.63	1,840	140.49	600
1,778,044,026,000	300274.XSHE	19,990,965	140.56	400	140.53	100	140.57	600	140.52	1,100	140.58	5,500	140.51	7,700	140.59	1,700	140.5	20,900	140.6	1,700	140.49	600
1,778,044,029,000	300274.XSHE	19,998,069	140.55	1,500	140.54	100	140.56	2,000	140.53	300	140.57	100	140.52	1,000	140.58	4,900	140.51	7,700	140.59	1,600	140.5	20,400
1,778,044,032,000	300274.XSHE	20,005,313	140.54	1,700	140.53	500	140.56	1,300	140.52	1,000	140.57	300	140.51	8,500	140.58	4,900	140.5	20,500	140.59	1,600	140.49	600
1,778,044,035,000	300274.XSHE	20,011,945	140.56	1,900	140.55	16,700	140.57	300	140.52	1,300	140.58	4,900	140.51	8,800	140.59	1,500	140.5	20,600	140.6	1,800	140.49	600
1,778,044,038,000	300274.XSHE	20,018,937	140.56	600	140.55	16,400	140.57	300	140.53	500	140.58	3,300	140.52	2,400	140.59	1,400	140.51	8,900	140.6	1,800	140.5	21,100
1,778,044,041,000	300274.XSHE	20,025,699	140.57	300	140.56	1,400	140.58	3,300	140.55	12,100	140.59	1,400	140.54	100	140.6	1,800	140.53	1,100	140.62	100	140.52	2,500
1,778,044,044,000	300274.XSHE	20,032,817	140.58	3,300	140.56	700	140.59	1,400	140.55	13,200	140.6	1,800	140.54	100	140.62	100	140.53	1,200	140.63	1,840	140.52	2,600
1,778,044,047,000	300274.XSHE	20,039,591	140.58	3,700	140.57	600	140.59	1,400	140.56	3,600	140.6	1,800	140.55	13,200	140.62	100	140.54	100	140.63	1,840	140.53	2,100
1,778,044,050,000	300274.XSHE	20,046,441	140.59	1,300	140.57	3,700	140.6	1,800	140.56	3,800	140.62	1,100	140.55	13,400	140.63	1,840	140.54	100	140.64	1,700	140.53	1,100
1,778,044,053,000	300274.XSHE	20,053,261	140.59	900	140.58	1,100	140.6	1,800	140.57	5,300	140.62	1,100	140.56	4,300	140.63	1,840	140.55	13,400	140.64	1,700	140.54	100
1,778,044,056,000	300274.XSHE	20,060,461	140.6	1,100	140.58	2,100	140.62	1,100	140.57	5,300	140.63	1,740	140.56	4,800	140.64	1,700	140.55	13,500	140.65	7,900	140.54	100
1,778,044,059,000	300274.XSHE	20,067,507	140.6	200	140.59	100	140.62	1,100	140.58	1,100	140.63	1,740	140.57	5,400	140.64	1,700	140.56	5,400	140.65	7,900	140.55	13,500
1,778,044,062,000	300274.XSHE	20,074,215	140.61	200	140.6	600	140.62	900	140.59	500	140.63	1,740	140.58	900	140.64	1,700	140.57	5,700	140.65	7,900	140.56	5,500
1,778,044,065,000	300274.XSHE	20,080,987	140.62	900	140.6	1,100	140.63	1,740	140.59	800	140.64	1,700	140.58	1,600	140.65	7,900	140.57	5,600	140.66	13,400	140.56	5,800
1,778,044,068,000	300274.XSHE	20,087,743	140.65	7,900	140.62	8,900	140.66	13,300	140.6	1,500	140.67	14,700	140.59	900	140.68	500	140.58	1,600	140.69	1,700	140.57	5,600

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