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 ⌀
1,778,035,674,000	300274.XSHE	12,480,429	140.82	3,600	140.81	9,900	140.84	200	140.8	14,224	140.86	200	140.79	3,100	140.87	22,700	140.78	3,800	140.88	1,800	140.77	9,000
1,778,035,677,000	300274.XSHE	12,487,233	140.85	1,200	140.84	300	140.86	1,000	140.82	6,800	140.87	20,700	140.81	10,700	140.88	1,700	140.8	15,924	140.89	1,300	140.79	3,100
1,778,035,680,000	300274.XSHE	12,494,207	140.87	20,300	140.85	100	140.88	1,700	140.84	100	140.89	1,300	140.82	8,200	140.9	8,900	140.81	12,800	140.91	700	140.8	16,424
1,778,035,683,000	300274.XSHE	12,501,409	140.87	19,200	140.85	200	140.88	1,700	140.82	3,100	140.89	1,300	140.81	13,500	140.9	8,900	140.8	16,424	140.91	700	140.79	10,000
1,778,035,686,000	300274.XSHE	12,508,587	140.87	20,300	140.86	100	140.88	1,700	140.85	200	140.89	1,300	140.82	3,300	140.9	9,000	140.81	12,900	140.91	700	140.8	15,724
1,778,035,689,000	300274.XSHE	12,515,711	140.87	28,800	140.86	1,700	140.88	2,000	140.85	100	140.89	1,300	140.83	1,000	140.9	9,000	140.82	4,200	140.91	700	140.81	14,200
1,778,035,692,000	300274.XSHE	12,522,271	140.87	24,900	140.86	700	140.88	2,000	140.85	400	140.89	1,300	140.83	1,800	140.9	9,000	140.82	5,400	140.91	700	140.81	14,200
1,778,035,695,000	300274.XSHE	12,529,133	140.85	100	140.83	1,100	140.86	1,200	140.82	4,600	140.87	25,600	140.81	13,400	140.88	2,000	140.8	15,524	140.89	1,300	140.79	10,000
1,778,035,698,000	300274.XSHE	12,535,943	140.8	23,776	140.79	1,200	140.81	11,600	140.78	4,200	140.82	4,300	140.77	9,200	140.83	2,400	140.76	9,900	140.84	400	140.75	800
1,778,035,701,000	300274.XSHE	12,543,235	140.77	4,700	140.75	600	140.78	6,300	140.74	1,200	140.79	9,000	140.71	1,100	140.8	20,400	140.7	7,100	140.81	10,600	140.69	1,600
1,778,035,704,000	300274.XSHE	12,550,079	140.75	300	140.74	1,000	140.77	4,300	140.71	1,100	140.78	6,300	140.7	7,100	140.79	7,500	140.69	1,600	140.8	20,300	140.68	2,300
1,778,035,707,000	300274.XSHE	12,557,159	140.74	100	140.71	200	140.8	14,600	140.7	6,500	140.81	10,600	140.69	1,600	140.82	3,800	140.68	2,300	140.83	1,100	140.67	1,000
1,778,035,710,000	300274.XSHE	12,564,243	140.7	6,400	140.69	2,200	140.72	100	140.68	2,500	140.74	1,500	140.67	1,000	140.75	35,600	140.66	1,900	140.76	500	140.65	1,200
1,778,035,713,000	300274.XSHE	12,571,497	140.69	100	140.68	2,600	140.7	1,400	140.67	1,000	140.71	100	140.66	2,100	140.74	1,500	140.65	1,200	140.75	35,500	140.64	900
1,778,035,716,000	300274.XSHE	12,578,849	140.71	1,500	140.7	11,400	140.74	2,000	140.69	500	140.75	35,500	140.68	1,400	140.76	300	140.67	1,000	140.78	100	140.66	2,100
1,778,035,719,000	300274.XSHE	12,586,237	140.71	300	140.7	7,000	140.74	1,700	140.69	800	140.75	200	140.68	2,200	140.76	500	140.67	1,900	140.78	300	140.66	2,800
1,778,035,722,000	300274.XSHE	12,592,753	140.73	200	140.7	3,600	140.74	1,600	140.69	900	140.75	200	140.68	2,200	140.76	500	140.67	1,700	140.77	200	140.66	2,700
1,778,035,725,000	300274.XSHE	12,599,703	140.71	400	140.7	1,600	140.72	300	140.69	1,800	140.73	1,100	140.68	2,400	140.74	1,700	140.67	1,700	140.75	200	140.66	2,700
1,778,035,728,000	300274.XSHE	12,606,509	140.71	1,700	140.7	1,900	140.72	300	140.69	2,800	140.73	1,100	140.68	2,500	140.74	1,900	140.67	1,700	140.75	200	140.66	2,700
1,778,035,731,000	300274.XSHE	12,613,713	140.69	2,500	140.68	2,700	140.7	2,200	140.67	1,700	140.73	700	140.66	3,400	140.74	600	140.65	1,200	140.75	200	140.64	800
1,778,035,734,000	300274.XSHE	12,620,601	140.68	700	140.67	1,300	140.69	4,000	140.66	3,400	140.7	13,900	140.65	1,200	140.71	100	140.64	800	140.73	400	140.63	2,400
1,778,035,737,000	300274.XSHE	12,627,711	140.67	100	140.66	1,500	140.68	200	140.65	1,200	140.69	300	140.64	800	140.7	19,200	140.63	1,700	140.71	100	140.62	6,200
1,778,035,740,000	300274.XSHE	12,634,399	140.66	400	140.65	100	140.67	3,200	140.64	800	140.68	1,100	140.63	1,700	140.69	300	140.62	6,200	140.7	20,100	140.61	900
1,778,035,743,000	300274.XSHE	12,641,679	140.66	200	140.65	3,700	140.67	2,200	140.64	600	140.68	1,100	140.63	2,800	140.69	1,500	140.62	6,200	140.7	21,200	140.61	900
1,778,035,746,000	300274.XSHE	12,648,813	140.62	8,500	140.6	5,200	140.65	1,600	140.59	1,000	140.66	1,700	140.58	4,700	140.67	2,300	140.56	2,200	140.68	1,200	140.55	1,500
1,778,035,749,000	300274.XSHE	12,656,143	140.61	100	140.6	3,600	140.62	8,400	140.59	300	140.63	100	140.58	4,700	140.64	200	140.56	2,200	140.65	2,700	140.55	1,500
1,778,035,752,000	300274.XSHE	12,663,133	140.6	2,100	140.58	2,400	140.61	900	140.57	800	140.62	8,400	140.56	3,500	140.64	200	140.55	1,500	140.65	2,200	140.53	400
1,778,035,755,000	300274.XSHE	12,669,913	140.6	6,100	140.59	1,600	140.61	900	140.58	1,100	140.62	8,500	140.57	800	140.64	500	140.56	3,500	140.65	2,500	140.55	1,500
1,778,035,758,000	300274.XSHE	12,676,871	140.58	600	140.57	300	140.59	1,500	140.56	3,500	140.6	8,800	140.55	1,500	140.61	900	140.53	400	140.62	8,500	140.52	2,000
1,778,035,761,000	300274.XSHE	12,684,133	140.58	1,100	140.57	6,200	140.59	4,200	140.56	2,900	140.6	9,100	140.55	1,800	140.61	900	140.53	1,100	140.62	8,500	140.52	2,000
1,778,035,764,000	300274.XSHE	12,690,905	140.59	3,700	140.58	700	140.6	7,200	140.57	3,700	140.61	900	140.56	3,100	140.62	3,400	140.55	1,800	140.64	1,300	140.54	100
1,778,035,767,000	300274.XSHE	12,698,033	140.56	900	140.53	1,100	140.57	1,300	140.52	2,200	140.58	900	140.51	3,500	140.59	3,900	140.5	18,300	140.6	7,100	140.48	100
1,778,035,770,000	300274.XSHE	12,704,773	140.57	100	140.56	1,200	140.58	3,900	140.55	5,000	140.59	4,600	140.53	1,800	140.6	6,900	140.52	2,200	140.61	900	140.51	3,500
1,778,035,773,000	300274.XSHE	12,711,467	140.57	100	140.56	2,400	140.58	3,500	140.55	5,000	140.59	4,600	140.53	1,600	140.6	5,900	140.52	2,200	140.61	900	140.51	3,700
1,778,035,776,000	300274.XSHE	12,718,967	140.58	200	140.56	1,900	140.59	4,600	140.55	6,000	140.6	6,500	140.53	1,500	140.61	900	140.52	3,400	140.62	3,400	140.51	3,900
1,778,035,779,000	300274.XSHE	12,725,795	140.58	1,000	140.56	2,100	140.6	4,100	140.55	6,000	140.61	900	140.53	1,500	140.62	3,400	140.52	3,400	140.64	1,300	140.51	3,700
1,778,035,782,000	300274.XSHE	12,732,861	140.58	1,100	140.57	9,200	140.6	4,100	140.56	100	140.61	900	140.55	5,600	140.62	3,400	140.53	2,500	140.64	1,300	140.52	3,400
1,778,035,785,000	300274.XSHE	12,739,837	140.6	200	140.57	7,400	140.61	900	140.56	500	140.62	3,400	140.55	7,500	140.64	1,300	140.53	3,200	140.65	3,800	140.52	3,400
1,778,035,788,000	300274.XSHE	12,746,215	140.6	300	140.58	100	140.61	800	140.57	4,300	140.62	3,600	140.56	1,600	140.64	1,300	140.55	7,700	140.65	3,800	140.53	3,200
1,778,035,791,000	300274.XSHE	12,753,265	140.6	400	140.58	500	140.61	900	140.56	1,600	140.62	3,600	140.55	7,700	140.64	1,300	140.53	3,200	140.65	3,800	140.52	3,400
1,778,035,794,000	300274.XSHE	12,760,031	140.61	900	140.59	200	140.62	3,600	140.58	1,100	140.64	1,300	140.57	1,400	140.65	3,800	140.56	2,900	140.66	600	140.55	7,700
1,778,035,797,000	300274.XSHE	12,767,027	140.59	9,200	140.57	1,100	140.6	400	140.56	500	140.61	200	140.55	7,800	140.62	3,600	140.53	2,600	140.64	1,300	140.52	2,200
1,778,035,800,000	300274.XSHE	12,774,035	140.56	200	140.55	7,000	140.57	600	140.53	2,600	140.58	1,100	140.52	2,200	140.59	8,900	140.51	3,800	140.6	1,100	140.5	20,600
1,778,035,803,000	300274.XSHE	12,781,279	140.59	8,900	140.58	1,600	140.6	1,400	140.57	100	140.61	2,500	140.56	1,200	140.62	3,300	140.55	7,000	140.64	1,300	140.53	2,600
1,778,035,806,000	300274.XSHE	12,788,135	140.55	500	140.5	500	140.57	100	140.48	2,200	140.59	10,000	140.47	300	140.6	2,300	140.46	600	140.61	3,400	140.45	300
1,778,035,809,000	300274.XSHE	12,795,351	140.59	9,200	140.57	100	140.6	2,900	140.56	200	140.61	3,400	140.55	200	140.62	3,300	140.54	100	140.64	1,300	140.51	300
1,778,035,812,000	300274.XSHE	12,802,165	140.58	2,500	140.51	200	140.59	10,200	140.5	800	140.6	3,000	140.48	2,200	140.61	3,400	140.47	300	140.62	3,300	140.46	600
1,778,035,815,000	300274.XSHE	12,809,193	140.57	1,300	140.5	3,200	140.58	3,100	140.48	2,200	140.59	11,900	140.47	300	140.6	3,600	140.46	600	140.61	2,900	140.45	300
1,778,035,818,000	300274.XSHE	12,816,257	140.57	200	140.51	300	140.58	2,600	140.5	2,900	140.59	13,600	140.48	2,200	140.6	3,700	140.47	300	140.61	4,500	140.46	600
1,778,035,821,000	300274.XSHE	12,823,825	140.54	100	140.51	800	140.55	100	140.5	3,500	140.56	100	140.48	2,200	140.57	800	140.47	300	140.58	3,000	140.46	600
1,778,035,824,000	300274.XSHE	12,831,041	140.54	2,500	140.5	3,900	140.55	300	140.48	2,200	140.56	100	140.47	400	140.57	900	140.46	600	140.58	3,000	140.45	300
1,778,035,827,000	300274.XSHE	12,837,555	140.5	700	140.48	2,200	140.51	12,800	140.47	400	140.54	1,200	140.46	600	140.55	600	140.45	300	140.56	100	140.44	400
1,778,035,830,000	300274.XSHE	12,844,497	140.51	6,400	140.5	700	140.52	200	140.48	500	140.53	200	140.47	800	140.54	1,100	140.46	300	140.55	1,000	140.45	1,300
1,778,035,833,000	300274.XSHE	12,851,721	140.51	3,900	140.48	1,000	140.52	200	140.46	200	140.53	200	140.45	1,300	140.54	1,100	140.44	400	140.55	1,000	140.43	100
1,778,035,836,000	300274.XSHE	12,858,727	140.56	300	140.55	3,500	140.57	1,400	140.51	3,200	140.58	4,555	140.5	1,000	140.59	11,300	140.49	400	140.6	3,500	140.48	800
1,778,035,839,000	300274.XSHE	12,865,873	140.58	4,255	140.57	100	140.59	11,200	140.56	5,000	140.6	3,300	140.55	1,900	140.61	4,100	140.54	200	140.62	3,500	140.52	200
1,778,035,842,000	300274.XSHE	12,872,849	140.59	10,600	140.58	5,200	140.6	3,100	140.57	2,045	140.61	4,100	140.56	7,400	140.62	3,300	140.55	2,000	140.64	1,000	140.54	200
1,778,035,845,000	300274.XSHE	12,879,525	140.59	4,700	140.58	6,000	140.6	3,200	140.57	2,545	140.61	4,100	140.56	7,400	140.62	3,300	140.55	2,100	140.64	1,000	140.54	200
1,778,035,848,000	300274.XSHE	12,886,285	140.64	100	140.63	100	140.65	3,200	140.62	14,800	140.66	100	140.59	3,700	140.67	1,700	140.58	7,000	140.68	1,900	140.57	2,445
1,778,035,851,000	300274.XSHE	12,893,329	140.65	2,600	140.64	300	140.66	100	140.63	600	140.67	1,700	140.62	13,800	140.68	1,900	140.59	4,200	140.69	1,000	140.58	6,900
1,778,035,854,000	300274.XSHE	12,900,485	140.7	2,300	140.68	1,000	140.72	1,000	140.65	1,300	140.73	500	140.64	1,900	140.74	200	140.62	11,600	140.75	200	140.61	700
1,778,035,857,000	300274.XSHE	12,907,727	140.72	1,000	140.7	7,600	140.73	500	140.66	100	140.74	200	140.65	2,300	140.75	200	140.64	2,600	140.76	700	140.62	11,700
1,778,035,860,000	300274.XSHE	12,914,125	140.63	1,000	140.62	11,600	140.64	100	140.61	700	140.65	100	140.6	1,200	140.69	2,300	140.59	4,400	140.7	1,000	140.58	4,600
1,778,035,863,000	300274.XSHE	12,921,495	140.63	5,400	140.62	11,600	140.64	100	140.61	700	140.65	100	140.6	1,400	140.69	2,300	140.59	4,800	140.7	1,500	140.58	4,100
1,778,035,866,000	300274.XSHE	12,928,585	140.63	2,400	140.62	8,300	140.64	100	140.61	700	140.65	300	140.6	1,500	140.66	500	140.59	4,800	140.68	100	140.58	4,200
1,778,035,869,000	300274.XSHE	12,935,721	140.61	700	140.6	1,500	140.62	200	140.59	4,800	140.64	700	140.58	4,400	140.66	300	140.57	2,345	140.67	300	140.56	7,500
1,778,035,872,000	300274.XSHE	12,942,873	140.61	1,700	140.59	3,700	140.62	1,700	140.58	4,200	140.64	100	140.57	2,345	140.67	300	140.56	8,300	140.68	400	140.55	400
1,778,035,875,000	300274.XSHE	12,949,309	140.59	1,000	140.58	1,500	140.6	2,100	140.57	3,345	140.61	2,000	140.56	8,300	140.62	10,000	140.55	500	140.64	100	140.53	200
1,778,035,878,000	300274.XSHE	12,956,379	140.6	2,200	140.59	200	140.61	2,000	140.58	100	140.62	10,100	140.57	745	140.64	100	140.56	8,400	140.65	100	140.55	500
1,778,035,881,000	300274.XSHE	12,963,545	140.57	1,400	140.56	7,545	140.6	2,900	140.55	500	140.61	1,800	140.53	200	140.62	10,100	140.52	300	140.64	200	140.51	3,100
1,778,035,884,000	300274.XSHE	12,970,359	140.59	600	140.57	100	140.6	2,700	140.56	5,745	140.61	1,600	140.55	1,200	140.62	10,100	140.54	1,000	140.63	700	140.53	1,000
1,778,035,887,000	300274.XSHE	12,977,419	140.58	400	140.57	100	140.59	900	140.56	4,545	140.6	2,800	140.55	1,300	140.61	1,600	140.54	1,000	140.62	2,700	140.53	900
1,778,035,890,000	300274.XSHE	12,984,155	140.57	1,800	140.56	2,245	140.58	400	140.55	1,300	140.59	1,400	140.54	1,000	140.6	2,800	140.53	1,000	140.61	1,600	140.52	2,000
1,778,035,893,000	300274.XSHE	12,991,185	140.55	500	140.51	100	140.56	2,800	140.5	6,945	140.57	5,300	140.49	400	140.58	2,600	140.48	200	140.59	3,400	140.46	400
1,778,035,896,000	300274.XSHE	12,998,083	140.54	300	140.51	200	140.55	200	140.5	6,245	140.56	5,100	140.49	1,100	140.57	5,600	140.48	300	140.58	2,600	140.46	400
1,778,035,899,000	300274.XSHE	13,005,165	140.51	2,300	140.5	6,945	140.55	300	140.49	1,100	140.56	10,100	140.48	300	140.57	5,100	140.46	1,000	140.58	2,800	140.45	1,400
1,778,035,902,000	300274.XSHE	13,012,295	140.51	2,200	140.5	5,645	140.54	1,100	140.49	1,100	140.55	300	140.48	300	140.56	17,300	140.47	500	140.57	5,500	140.46	1,000
1,778,035,905,000	300274.XSHE	13,018,911	140.51	1,255	140.5	900	140.53	200	140.49	500	140.54	500	140.48	300	140.55	300	140.47	500	140.56	11,100	140.46	1,500
1,778,035,908,000	300274.XSHE	13,025,581	140.51	1,855	140.49	500	140.53	200	140.48	500	140.54	500	140.47	500	140.55	300	140.46	1,500	140.56	10,900	140.45	1,600
1,778,035,911,000	300274.XSHE	13,032,563	140.49	500	140.46	1,400	140.5	1,600	140.45	2,800	140.51	1,855	140.44	1,400	140.53	200	140.43	400	140.54	500	140.42	1,300
1,778,035,914,000	300274.XSHE	13,039,527	140.49	100	140.46	300	140.5	5,600	140.45	2,800	140.51	2,355	140.44	1,400	140.53	200	140.43	400	140.54	500	140.42	1,300
1,778,035,917,000	300274.XSHE	13,046,525	140.48	100	140.46	800	140.49	2,200	140.45	7,800	140.5	5,600	140.44	1,400	140.51	2,555	140.43	400	140.53	200	140.42	1,800
1,778,035,920,000	300274.XSHE	13,053,439	140.57	1,600	140.53	600	140.58	600	140.51	6,145	140.59	4,200	140.5	5,700	140.6	2,400	140.48	600	140.61	1,700	140.47	100
1,778,035,923,000	300274.XSHE	13,060,599	140.53	1,300	140.5	3,800	140.57	1,300	140.49	500	140.58	600	140.48	800	140.59	4,200	140.47	100	140.6	2,400	140.46	3,300
1,778,035,926,000	300274.XSHE	13,067,557	140.55	1,000	140.51	100	140.56	1,400	140.5	4,600	140.57	1,300	140.49	1,500	140.58	600	140.48	2,200	140.59	4,200	140.47	100
1,778,035,929,000	300274.XSHE	13,074,441	140.5	2,300	140.49	1,200	140.51	200	140.48	2,400	140.54	200	140.47	400	140.55	200	140.46	3,700	140.56	1,400	140.45	7,800
1,778,035,932,000	300274.XSHE	13,081,255	140.53	100	140.49	2,000	140.55	300	140.48	2,400	140.56	1,500	140.47	400	140.57	1,000	140.46	3,600	140.58	1,500	140.45	7,800
1,778,035,935,000	300274.XSHE	13,088,033	140.53	300	140.5	1,300	140.55	300	140.49	3,100	140.56	1,500	140.48	2,400	140.57	1,000	140.47	900	140.58	1,800	140.46	4,900
1,778,035,938,000	300274.XSHE	13,094,987	140.5	16,600	140.49	500	140.52	200	140.48	2,100	140.53	700	140.47	900	140.54	400	140.46	4,900	140.55	300	140.45	7,900
1,778,035,941,000	300274.XSHE	13,101,919	140.5	15,800	140.49	100	140.51	300	140.48	2,100	140.52	400	140.47	3,900	140.53	800	140.46	4,900	140.54	400	140.45	7,900
1,778,035,944,000	300274.XSHE	13,108,879	140.5	2,500	140.48	600	140.51	1,400	140.47	3,900	140.52	400	140.46	4,900	140.53	2,800	140.45	8,000	140.54	400	140.44	1,400
1,778,035,947,000	300274.XSHE	13,115,887	140.49	100	140.48	200	140.5	3,300	140.46	1,600	140.51	1,400	140.45	8,100	140.52	400	140.44	1,400	140.53	2,900	140.43	600
1,778,035,950,000	300274.XSHE	13,122,729	140.49	1,100	140.48	1,200	140.5	3,500	140.46	1,500	140.51	1,400	140.45	7,900	140.52	400	140.44	1,400	140.53	2,900	140.43	600
1,778,035,953,000	300274.XSHE	13,129,733	140.49	900	140.48	1,300	140.5	4,000	140.46	1,700	140.51	1,400	140.45	9,300	140.52	400	140.44	1,400	140.53	2,600	140.43	500
1,778,035,956,000	300274.XSHE	13,136,613	140.48	2,400	140.46	1,700	140.49	300	140.45	9,300	140.5	4,000	140.44	1,400	140.51	1,400	140.43	500	140.52	400	140.42	1,900
1,778,035,959,000	300274.XSHE	13,143,893	140.48	2,400	140.45	7,200	140.49	100	140.44	1,600	140.5	4,000	140.43	500	140.51	1,500	140.42	1,800	140.52	400	140.41	4,900
1,778,035,962,000	300274.XSHE	13,151,243	140.46	2,700	140.45	5,600	140.48	400	140.44	1,000	140.49	300	140.43	500	140.5	4,900	140.42	1,900	140.51	500	140.41	4,900
1,778,035,965,000	300274.XSHE	13,158,181	140.5	2,200	140.45	4,700	140.51	400	140.44	1,000	140.52	200	140.43	1,300	140.53	2,500	140.42	2,600	140.54	400	140.41	4,900
1,778,035,968,000	300274.XSHE	13,164,901	140.45	2,300	140.44	700	140.5	3,400	140.43	1,700	140.51	400	140.42	2,600	140.53	2,500	140.41	4,900	140.54	400	140.4	11,700
1,778,035,971,000	300274.XSHE	13,171,721	140.45	7,300	140.44	2,900	140.46	500	140.43	1,400	140.48	200	140.42	2,300	140.49	100	140.41	5,300	140.5	3,200	140.4	12,700

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