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 ⌀
1,778,036,574,000	300274.XSHE	14,555,099	140.42	700	140.41	1,500	140.44	1,000	140.4	7,000	140.45	2,500	140.39	600	140.46	6,800	140.38	600	140.47	3,400	140.35	300
1,778,036,577,000	300274.XSHE	14,562,089	140.4	300	140.35	100	140.42	200	140.34	800	140.44	1,000	140.33	800	140.45	2,600	140.32	100	140.46	6,900	140.31	2,700
1,778,036,580,000	300274.XSHE	14,568,375	140.42	600	140.4	400	140.43	100	140.35	100	140.44	1,200	140.34	800	140.45	2,600	140.33	1,100	140.46	6,900	140.32	100
1,778,036,583,000	300274.XSHE	14,575,419	140.43	400	140.42	700	140.44	1,200	140.41	100	140.45	2,600	140.4	1,600	140.46	6,900	140.39	200	140.47	3,400	140.36	400
1,778,036,586,000	300274.XSHE	14,582,567	140.43	400	140.42	2,700	140.44	1,300	140.41	1,100	140.45	2,600	140.4	1,900	140.46	6,900	140.39	200	140.47	3,400	140.36	400
1,778,036,589,000	300274.XSHE	14,589,321	140.44	1,100	140.43	400	140.45	2,600	140.42	6,200	140.46	6,900	140.41	1,100	140.47	3,400	140.4	1,600	140.48	1,000	140.39	200
1,778,036,592,000	300274.XSHE	14,596,497	140.41	100	140.36	800	140.42	2,000	140.35	1,000	140.43	600	140.34	800	140.44	900	140.33	3,400	140.45	2,900	140.32	200
1,778,036,595,000	300274.XSHE	14,602,931	140.41	200	140.37	200	140.42	800	140.36	5,600	140.43	1,000	140.34	800	140.44	900	140.33	3,400	140.45	2,900	140.32	100
1,778,036,598,000	300274.XSHE	14,609,645	140.4	58,600	140.36	6,300	140.41	800	140.35	100	140.45	2,600	140.34	900	140.46	7,000	140.33	3,400	140.47	3,400	140.32	100
1,778,036,601,000	300274.XSHE	14,616,537	140.4	56,500	140.37	600	140.41	1,100	140.36	6,600	140.42	1,000	140.35	100	140.43	400	140.34	900	140.44	500	140.33	3,700
1,778,036,604,000	300274.XSHE	14,623,589	140.4	57,700	140.38	100	140.41	1,500	140.37	1,000	140.42	1,000	140.36	7,600	140.43	400	140.35	100	140.44	500	140.34	900
1,778,036,607,000	300274.XSHE	14,630,357	140.4	31,600	140.38	300	140.41	1,100	140.37	2,000	140.42	1,000	140.36	8,200	140.43	500	140.35	200	140.44	900	140.34	900
1,778,036,610,000	300274.XSHE	14,636,867	140.4	18,300	140.38	2,600	140.41	800	140.37	2,000	140.42	1,000	140.36	8,200	140.43	500	140.35	300	140.44	900	140.34	900
1,778,036,613,000	300274.XSHE	14,643,521	140.4	17,500	140.38	2,900	140.41	500	140.37	2,000	140.42	1,000	140.36	8,300	140.43	300	140.35	300	140.44	600	140.34	900
1,778,036,616,000	300274.XSHE	14,650,477	140.4	16,400	140.37	2,200	140.41	500	140.36	8,000	140.42	1,000	140.35	1,200	140.43	200	140.34	900	140.44	600	140.33	3,700
1,778,036,619,000	300274.XSHE	14,657,281	140.4	15,000	140.38	200	140.41	500	140.37	2,600	140.42	1,000	140.36	8,000	140.43	200	140.35	1,200	140.44	600	140.34	900
1,778,036,622,000	300274.XSHE	14,663,907	140.4	7,200	140.39	200	140.41	900	140.38	500	140.42	1,000	140.37	4,400	140.43	200	140.36	8,000	140.44	200	140.35	1,200
1,778,036,625,000	300274.XSHE	14,670,847	140.4	5,200	140.39	700	140.41	500	140.38	100	140.42	1,000	140.36	6,000	140.43	200	140.35	1,200	140.44	200	140.34	1,400
1,778,036,628,000	300274.XSHE	14,677,363	140.41	500	140.4	300	140.42	100	140.36	5,200	140.43	200	140.35	1,200	140.44	200	140.34	1,400	140.45	2,700	140.33	3,700
1,778,036,631,000	300274.XSHE	14,684,539	140.42	200	140.41	2,100	140.43	100	140.4	1,700	140.44	200	140.39	200	140.45	2,700	140.38	200	140.46	6,800	140.36	2,600
1,778,036,634,000	300274.XSHE	14,691,179	140.43	100	140.42	100	140.45	2,500	140.41	4,800	140.46	6,800	140.4	2,800	140.47	3,400	140.39	300	140.48	1,100	140.38	200
1,778,036,637,000	300274.XSHE	14,698,219	140.45	2,500	140.43	1,600	140.46	6,800	140.42	800	140.47	3,400	140.41	2,700	140.48	700	140.4	3,900	140.49	900	140.39	700
1,778,036,640,000	300274.XSHE	14,704,813	140.5	1,700	140.49	2,700	140.51	700	140.47	1,900	140.52	400	140.46	2,600	140.54	100	140.45	4,500	140.56	200	140.44	500
1,778,036,643,000	300274.XSHE	14,711,517	140.56	200	140.52	700	140.57	1,000	140.5	1,400	140.58	400	140.49	1,300	140.6	600	140.47	600	140.61	500	140.45	3,800
1,778,036,646,000	300274.XSHE	14,718,655	140.57	1,200	140.56	100	140.58	400	140.52	1,500	140.6	600	140.51	1,000	140.61	500	140.5	2,200	140.62	700	140.49	1,300
1,778,036,649,000	300274.XSHE	14,725,975	140.57	1,100	140.56	3,500	140.58	400	140.52	1,500	140.6	600	140.51	1,000	140.61	500	140.5	2,100	140.62	700	140.49	1,300
1,778,036,652,000	300274.XSHE	14,733,193	140.61	1,200	140.56	1,300	140.62	100	140.53	200	140.63	500	140.52	1,400	140.64	2,900	140.51	1,000	140.65	300	140.5	1,400
1,778,036,655,000	300274.XSHE	14,739,999	140.56	100	140.52	500	140.6	100	140.51	1,000	140.61	700	140.5	800	140.62	100	140.49	1,200	140.63	500	140.45	3,700
1,778,036,658,000	300274.XSHE	14,747,617	140.59	1,000	140.5	100	140.6	2,200	140.49	1,200	140.61	3,000	140.45	3,700	140.62	200	140.44	500	140.63	500	140.43	600
1,778,036,661,000	300274.XSHE	14,754,477	140.45	100	140.44	500	140.5	100	140.43	600	140.54	100	140.42	2,300	140.55	100	140.41	2,500	140.56	200	140.4	5,900
1,778,036,664,000	300274.XSHE	14,761,441	140.58	200	140.45	100	140.59	700	140.44	400	140.6	1,200	140.42	1,900	140.61	400	140.41	2,500	140.62	200	140.4	5,900
1,778,036,667,000	300274.XSHE	14,768,295	140.56	4,200	140.5	800	140.57	500	140.46	100	140.58	400	140.45	1,300	140.59	700	140.44	800	140.6	1,200	140.42	1,900
1,778,036,670,000	300274.XSHE	14,775,115	140.56	300	140.52	100	140.57	500	140.5	1,300	140.58	400	140.46	1,100	140.59	700	140.45	3,300	140.6	1,200	140.44	900
1,778,036,673,000	300274.XSHE	14,782,129	140.53	800	140.52	200	140.56	100	140.5	1,300	140.57	100	140.46	1,100	140.58	300	140.45	3,000	140.59	500	140.44	1,000
1,778,036,676,000	300274.XSHE	14,789,427	140.58	100	140.56	2,300	140.61	100	140.53	400	140.62	200	140.52	700	140.63	500	140.5	1,400	140.64	2,400	140.46	1,100
1,778,036,679,000	300274.XSHE	14,795,955	140.57	200	140.56	2,900	140.58	1,700	140.53	800	140.62	200	140.52	700	140.63	500	140.5	1,400	140.64	2,400	140.46	2,900
1,778,036,682,000	300274.XSHE	14,802,631	140.61	100	140.57	2,900	140.62	200	140.56	4,700	140.63	500	140.53	2,000	140.64	2,400	140.52	700	140.65	300	140.5	3,100
1,778,036,685,000	300274.XSHE	14,809,059	140.61	3,200	140.57	3,300	140.62	2,200	140.56	7,100	140.63	500	140.53	2,000	140.64	2,400	140.52	600	140.65	300	140.5	3,300
1,778,036,688,000	300274.XSHE	14,815,863	140.61	1,700	140.58	1,100	140.62	2,200	140.57	1,000	140.63	500	140.56	7,500	140.64	2,400	140.53	1,800	140.65	300	140.52	500
1,778,036,691,000	300274.XSHE	14,822,933	140.62	2,200	140.61	2,700	140.63	500	140.59	3,200	140.64	2,400	140.58	1,400	140.65	300	140.57	1,100	140.67	300	140.56	7,500
1,778,036,694,000	300274.XSHE	14,829,495	140.62	1,800	140.61	6,700	140.63	300	140.59	3,300	140.64	2,400	140.58	1,600	140.65	300	140.57	1,100	140.67	300	140.56	7,300
1,778,036,697,000	300274.XSHE	14,835,935	140.62	800	140.61	8,300	140.64	900	140.59	3,200	140.65	100	140.58	1,600	140.67	300	140.57	1,100	140.68	400	140.56	7,500
1,778,036,700,000	300274.XSHE	14,842,387	140.63	100	140.62	200	140.64	400	140.61	5,800	140.65	100	140.6	200	140.67	300	140.59	500	140.68	400	140.58	1,500
1,778,036,703,000	300274.XSHE	14,849,471	140.69	100	140.62	2,500	140.7	300	140.61	6,100	140.72	1,100	140.6	1,100	140.74	200	140.59	500	140.75	200	140.58	1,400
1,778,036,706,000	300274.XSHE	14,856,463	140.68	1,100	140.64	2,300	140.69	700	140.63	500	140.7	500	140.62	8,100	140.71	500	140.61	8,000	140.72	1,100	140.6	1,400
1,778,036,709,000	300274.XSHE	14,863,173	140.7	400	140.68	1,500	140.71	500	140.66	400	140.72	1,100	140.65	700	140.74	200	140.64	2,300	140.75	200	140.63	500
1,778,036,712,000	300274.XSHE	14,869,969	140.69	100	140.65	500	140.7	400	140.64	2,100	140.71	500	140.63	400	140.72	1,100	140.62	13,400	140.74	200	140.61	8,200
1,778,036,715,000	300274.XSHE	14,877,347	140.74	100	140.72	100	140.75	300	140.7	100	140.76	200	140.69	400	140.77	500	140.68	200	140.78	300	140.66	100
1,778,036,718,000	300274.XSHE	14,883,715	140.74	4,000	140.68	600	140.75	600	140.66	98	140.76	200	140.65	1,300	140.77	500	140.64	2,400	140.78	300	140.63	700
1,778,036,721,000	300274.XSHE	14,890,587	140.74	4,700	140.7	100	140.75	600	140.69	1,000	140.76	200	140.68	2,000	140.77	500	140.66	98	140.78	300	140.65	1,300
1,778,036,724,000	300274.XSHE	14,897,729	140.72	200	140.65	998	140.73	100	140.64	2,400	140.74	4,900	140.63	700	140.75	600	140.62	11,500	140.76	200	140.61	9,100
1,778,036,727,000	300274.XSHE	14,904,631	140.74	100	140.72	700	140.76	200	140.68	800	140.77	100	140.66	2,600	140.79	400	140.65	1,798	140.8	9,100	140.64	2,400
1,778,036,730,000	300274.XSHE	14,911,171	140.74	400	140.69	200	140.76	400	140.68	800	140.77	100	140.66	3,100	140.79	400	140.65	1,600	140.8	9,100	140.64	2,400
1,778,036,733,000	300274.XSHE	14,917,969	140.75	400	140.74	500	140.76	400	140.72	200	140.77	100	140.7	800	140.79	400	140.69	800	140.8	9,100	140.68	900
1,778,036,736,000	300274.XSHE	14,924,849	140.74	300	140.7	1,400	140.75	800	140.69	800	140.76	500	140.68	1,700	140.77	100	140.67	100	140.79	400	140.66	3,400
1,778,036,739,000	300274.XSHE	14,931,579	140.75	100	140.74	100	140.76	500	140.72	602	140.77	100	140.71	200	140.79	400	140.7	2,400	140.8	9,300	140.69	800
1,778,036,742,000	300274.XSHE	14,938,257	140.75	6,600	140.72	702	140.79	100	140.71	300	140.8	9,300	140.7	3,000	140.81	9,900	140.69	800	140.82	3,200	140.68	1,700
1,778,036,745,000	300274.XSHE	14,945,093	140.75	4,500	140.74	2,300	140.78	100	140.72	1,302	140.79	300	140.71	300	140.8	9,300	140.7	3,000	140.81	9,900	140.69	800
1,778,036,748,000	300274.XSHE	14,951,679	140.78	100	140.75	1,700	140.79	600	140.74	2,100	140.8	9,300	140.72	2,602	140.81	9,900	140.71	300	140.82	3,200	140.7	3,000
1,778,036,751,000	300274.XSHE	14,958,203	140.78	800	140.76	100	140.79	8,100	140.75	3,500	140.8	8,800	140.74	4,600	140.81	9,900	140.72	2,602	140.82	3,200	140.71	300
1,778,036,754,000	300274.XSHE	14,965,119	140.76	33,500	140.74	200	140.77	100	140.72	3,002	140.78	1,400	140.71	200	140.79	8,200	140.7	2,500	140.8	8,800	140.69	800
1,778,036,757,000	300274.XSHE	14,971,703	140.75	1,000	140.74	200	140.76	32,200	140.72	3,002	140.77	100	140.71	200	140.78	1,400	140.7	4,300	140.79	8,200	140.69	800
1,778,036,760,000	300274.XSHE	14,978,427	140.75	2,400	140.74	3,900	140.76	7,900	140.72	1,502	140.77	100	140.71	200	140.78	1,500	140.7	4,300	140.79	8,200	140.69	800
1,778,036,763,000	300274.XSHE	14,985,317	140.75	600	140.74	4,200	140.76	5,800	140.73	600	140.77	100	140.72	1,702	140.78	1,500	140.71	200	140.79	8,200	140.7	4,300
1,778,036,766,000	300274.XSHE	14,992,609	140.76	6,200	140.75	1,200	140.77	100	140.74	6,400	140.78	1,500	140.73	600	140.79	8,200	140.72	1,702	140.8	8,800	140.71	200
1,778,036,769,000	300274.XSHE	14,998,961	140.76	6,200	140.75	2,700	140.77	100	140.74	7,000	140.78	1,500	140.73	1,100	140.79	8,200	140.72	1,702	140.8	8,800	140.71	200
1,778,036,772,000	300274.XSHE	15,005,553	140.76	3,500	140.75	300	140.77	100	140.74	7,000	140.78	1,500	140.73	3,900	140.79	8,200	140.72	1,802	140.8	8,800	140.71	200
1,778,036,775,000	300274.XSHE	15,012,399	140.76	2,600	140.75	400	140.77	100	140.74	5,800	140.78	1,500	140.73	3,900	140.79	8,200	140.72	1,802	140.8	8,800	140.71	200
1,778,036,778,000	300274.XSHE	15,019,139	140.79	8,200	140.78	1,700	140.8	8,800	140.77	300	140.81	10,000	140.76	2,200	140.82	3,200	140.75	300	140.83	200	140.74	3,300
1,778,036,781,000	300274.XSHE	15,025,985	140.75	300	140.74	1,500	140.76	1,300	140.73	3,100	140.77	3,300	140.72	1,602	140.78	9,900	140.71	300	140.79	8,800	140.7	1,900
1,778,036,784,000	300274.XSHE	15,032,787	140.72	100	140.69	200	140.74	62,598	140.68	800	140.75	2,400	140.67	100	140.76	200	140.66	3,400	140.77	2,700	140.65	2,900
1,778,036,787,000	300274.XSHE	15,039,829	140.71	1,600	140.69	200	140.72	5,800	140.68	100	140.74	62,698	140.67	1,000	140.75	1,400	140.66	3,400	140.76	200	140.65	3,400
1,778,036,790,000	300274.XSHE	15,046,115	140.72	1,200	140.71	200	140.73	100	140.7	100	140.74	8,400	140.69	100	140.75	1,400	140.67	1,000	140.76	300	140.66	2,600
1,778,036,793,000	300274.XSHE	15,053,293	140.69	4,000	140.67	700	140.71	700	140.66	2,600	140.72	1,700	140.65	3,400	140.73	100	140.64	1,000	140.74	8,400	140.63	600
1,778,036,796,000	300274.XSHE	15,059,775	140.74	5,100	140.71	400	140.75	1,300	140.67	900	140.76	200	140.66	2,600	140.77	1,400	140.65	3,300	140.78	5,200	140.64	1,000
1,778,036,799,000	300274.XSHE	15,066,461	140.74	1,900	140.73	400	140.75	1,300	140.71	300	140.76	200	140.69	300	140.77	100	140.67	1,700	140.78	2,100	140.66	2,600
1,778,036,802,000	300274.XSHE	15,072,979	140.75	700	140.74	300	140.76	100	140.73	500	140.77	100	140.71	100	140.78	1,900	140.7	100	140.79	7,700	140.69	500
1,778,036,805,000	300274.XSHE	15,079,839	140.75	400	140.74	1,000	140.77	100	140.73	300	140.78	1,900	140.71	500	140.79	7,700	140.7	200	140.8	8,800	140.69	500
1,778,036,808,000	300274.XSHE	15,086,491	140.77	700	140.75	800	140.78	1,600	140.74	1,600	140.79	7,700	140.73	300	140.8	8,800	140.67	100	140.81	10,300	140.66	200
1,778,036,811,000	300274.XSHE	15,093,205	140.76	1,300	140.75	700	140.77	3,200	140.74	1,700	140.79	7,600	140.73	1,000	140.8	8,700	140.72	100	140.81	10,000	140.67	100
1,778,036,814,000	300274.XSHE	15,099,903	140.77	1,100	140.76	100	140.79	7,500	140.75	2,200	140.8	5,800	140.74	1,700	140.81	7,300	140.73	1,000	140.82	3,500	140.72	100
1,778,036,817,000	300274.XSHE	15,106,733	140.79	7,600	140.78	200	140.8	5,800	140.77	2,200	140.81	7,300	140.76	2,200	140.82	3,500	140.75	3,900	140.83	200	140.74	1,700
1,778,036,820,000	300274.XSHE	15,113,565	140.79	6,100	140.78	500	140.8	6,300	140.77	2,400	140.81	7,300	140.76	2,200	140.82	3,500	140.75	5,100	140.83	200	140.74	1,700
1,778,036,823,000	300274.XSHE	15,120,129	140.81	800	140.79	1,100	140.82	400	140.78	3,100	140.83	200	140.77	12,100	140.85	1,500	140.76	2,200	140.86	2,300	140.75	5,000
1,778,036,826,000	300274.XSHE	15,126,961	140.82	100	140.8	500	140.83	200	140.79	1,900	140.85	1,500	140.78	3,200	140.86	2,300	140.77	12,400	140.87	600	140.76	2,300
1,778,036,829,000	300274.XSHE	15,133,869	140.86	2,300	140.85	1,000	140.87	600	140.82	200	140.88	3,600	140.81	1,200	140.89	900	140.8	4,000	140.9	2,400	140.79	2,700
1,778,036,832,000	300274.XSHE	15,140,641	140.86	1,900	140.83	9,600	140.87	600	140.82	2,200	140.88	2,600	140.81	1,700	140.89	900	140.8	6,100	140.9	2,400	140.79	3,100
1,778,036,835,000	300274.XSHE	15,147,697	140.88	2,600	140.86	2,300	140.89	900	140.85	600	140.9	2,400	140.84	100	140.91	500	140.83	9,900	140.92	200	140.82	2,700
1,778,036,838,000	300274.XSHE	15,154,327	140.88	3,100	140.87	100	140.89	900	140.86	5,600	140.9	1,900	140.85	700	140.91	500	140.84	100	140.92	100	140.83	10,100
1,778,036,841,000	300274.XSHE	15,161,111	140.88	1,700	140.87	200	140.89	900	140.86	6,900	140.9	1,900	140.85	700	140.91	500	140.84	100	140.92	600	140.83	10,200
1,778,036,844,000	300274.XSHE	15,168,379	140.89	1,100	140.88	300	140.9	1,900	140.86	5,200	140.91	500	140.85	1,800	140.92	600	140.84	100	140.94	500	140.83	10,200
1,778,036,847,000	300274.XSHE	15,174,699	140.9	400	140.89	200	140.91	500	140.88	4,000	140.92	600	140.87	800	140.94	500	140.86	5,200	140.95	300	140.85	1,800
1,778,036,850,000	300274.XSHE	15,181,307	140.9	700	140.89	6,600	140.94	3,100	140.88	5,700	140.95	1,900	140.87	800	140.96	10,800	140.86	4,000	140.97	1,000	140.85	1,800
1,778,036,853,000	300274.XSHE	15,188,169	140.86	300	140.85	1,600	140.88	300	140.84	100	140.89	1,900	140.83	200	140.9	1,100	140.82	200	140.92	100	140.81	1,800
1,778,036,856,000	300274.XSHE	15,194,711	140.88	3,500	140.86	200	140.89	1,300	140.82	200	140.9	1,100	140.81	1,800	140.92	100	140.8	4,300	140.94	600	140.79	1,800
1,778,036,859,000	300274.XSHE	15,201,451	140.89	400	140.88	500	140.9	1,100	140.86	400	140.92	100	140.85	100	140.94	600	140.82	200	140.95	600	140.81	1,800
1,778,036,862,000	300274.XSHE	15,208,201	140.89	700	140.88	100	140.9	2,600	140.87	400	140.92	100	140.86	500	140.94	600	140.85	100	140.95	600	140.84	100
1,778,036,865,000	300274.XSHE	15,214,805	140.9	2,600	140.89	200	140.92	100	140.88	1,400	140.93	300	140.85	100	140.94	700	140.84	100	140.95	600	140.82	200
1,778,036,868,000	300274.XSHE	15,221,513	140.88	2,200	140.84	600	140.89	52,800	140.82	200	140.9	2,600	140.81	1,800	140.92	300	140.8	4,600	140.93	800	140.79	1,800
1,778,036,871,000	300274.XSHE	15,227,951	140.88	5,300	140.84	900	140.89	52,800	140.82	200	140.9	3,400	140.81	1,800	140.92	300	140.8	5,600	140.93	800	140.79	2,000

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