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 ⌀
1,778,032,374,000	300274.XSHE	4,366,363	139.75	2,700	139.66	700	139.76	2,200	139.65	200	139.77	300	139.64	5,800	139.8	400	139.63	4,900	139.81	200	139.62	200
1,778,032,377,000	300274.XSHE	4,374,265	139.84	100	139.81	400	139.85	100	139.8	400	139.86	300	139.65	200	139.88	500	139.64	4,900	139.89	5,500	139.63	5,200
1,778,032,380,000	300274.XSHE	4,381,877	139.83	5,600	139.79	400	139.84	300	139.75	500	139.85	100	139.68	200	139.86	500	139.67	500	139.88	500	139.66	800
1,778,032,383,000	300274.XSHE	4,389,553	139.77	100	139.66	1,300	139.78	300	139.63	7,800	139.79	3,600	139.62	9,300	139.81	3,400	139.6	8,900	139.82	100	139.59	100
1,778,032,386,000	300274.XSHE	4,397,373	139.66	700	139.63	2,500	139.72	200	139.62	9,300	139.76	1,300	139.61	2,000	139.77	3,300	139.6	9,200	139.78	300	139.59	100
1,778,032,389,000	300274.XSHE	4,404,921	139.66	2,100	139.56	400	139.67	100	139.55	2,100	139.72	400	139.54	1,900	139.74	2,000	139.53	100	139.75	2,200	139.52	500
1,778,032,392,000	300274.XSHE	4,412,753	139.63	400	139.6	900	139.66	500	139.55	100	139.7	200	139.54	200	139.71	600	139.53	100	139.72	100	139.52	500
1,778,032,395,000	300274.XSHE	4,420,521	139.56	800	139.4	3,100	139.59	500	139.39	200	139.6	300	139.37	700	139.62	800	139.36	500	139.63	100	139.34	700
1,778,032,398,000	300274.XSHE	4,428,321	139.66	300	139.63	200	139.72	2,600	139.62	900	139.73	500	139.59	3,200	139.75	3,000	139.56	100	139.76	1,500	139.55	1,000
1,778,032,401,000	300274.XSHE	4,436,049	139.77	1,400	139.75	12,700	139.78	100	139.66	2,100	139.79	6,600	139.63	13,800	139.8	11,100	139.62	800	139.81	4,700	139.6	100
1,778,032,404,000	300274.XSHE	4,443,707	139.83	3,700	139.82	4,700	139.84	300	139.8	6,400	139.85	9,900	139.76	11,700	139.86	600	139.75	13,400	139.88	2,200	139.74	200
1,778,032,407,000	300274.XSHE	4,451,423	139.9	3,200	139.83	1,600	139.91	200	139.81	600	139.92	200	139.77	300	139.93	1,200	139.76	2,900	139.94	500	139.75	4,400
1,778,032,410,000	300274.XSHE	4,459,113	139.94	500	139.93	100	139.95	2,700	139.91	900	139.96	7,900	139.9	12,300	139.97	18,000	139.88	7,700	139.98	75,900	139.87	100
1,778,032,413,000	300274.XSHE	4,467,137	139.99	28,400	139.98	15,600	140	217,500	139.95	5,100	140.01	5,200	139.94	900	140.02	1,500	139.93	100	140.03	1,000	139.92	1,000
1,778,032,416,000	300274.XSHE	4,474,423	140	216,600	139.98	800	140.01	5,200	139.94	100	140.02	1,500	139.93	1,000	140.03	1,000	139.91	100	140.04	200	139.9	4,400
1,778,032,419,000	300274.XSHE	4,482,121	139.98	1,800	139.95	400	139.99	3,100	139.94	2,000	140	222,800	139.87	100	140.01	5,200	139.86	300	140.02	1,500	139.84	500
1,778,032,422,000	300274.XSHE	4,489,645	140	218,700	139.98	2,700	140.01	5,200	139.97	5,200	140.02	1,500	139.94	200	140.03	1,000	139.92	5,500	140.04	300	139.83	2,800
1,778,032,425,000	300274.XSHE	4,497,959	140	212,500	139.98	400	140.01	6,000	139.95	1,200	140.02	1,400	139.9	300	140.03	1,000	139.86	100	140.04	300	139.83	2,600
1,778,032,428,000	300274.XSHE	4,505,499	139.95	33,200	139.86	100	139.98	4,100	139.84	300	139.99	2,300	139.83	2,600	140	228,200	139.82	1,700	140.01	6,000	139.77	1,800
1,778,032,431,000	300274.XSHE	4,512,799	139.95	12,800	139.84	100	139.98	7,500	139.83	900	139.99	2,600	139.82	100	140	230,500	139.78	100	140.01	6,000	139.77	1,800
1,778,032,434,000	300274.XSHE	4,520,389	139.85	100	139.77	100	139.86	100	139.75	200	139.88	900	139.7	1,200	139.94	36,600	139.68	200	139.95	9,400	139.66	3,500
1,778,032,437,000	300274.XSHE	4,528,333	139.83	100	139.62	12,000	139.86	1,200	139.6	3,500	139.88	1,700	139.59	3,600	139.91	1,300	139.58	300	139.93	600	139.56	2,900
1,778,032,440,000	300274.XSHE	4,535,839	139.94	20,500	139.81	100	139.95	9,400	139.8	5,300	139.98	12,900	139.78	500	139.99	13,900	139.77	100	140	231,500	139.62	12,400
1,778,032,443,000	300274.XSHE	4,543,565	139.83	100	139.63	200	139.84	800	139.62	12,300	139.85	3,900	139.6	600	139.86	100	139.59	900	139.9	1,000	139.58	700
1,778,032,446,000	300274.XSHE	4,551,123	139.77	300	139.65	500	139.81	5,500	139.64	100	139.83	200	139.63	4,000	139.84	2,900	139.62	10,100	139.85	100	139.6	600
1,778,032,449,000	300274.XSHE	4,559,075	139.77	800	139.66	8,200	139.78	100	139.65	400	139.79	100	139.64	100	139.83	9,900	139.63	7,400	139.85	200	139.62	10,100
1,778,032,452,000	300274.XSHE	4,566,573	139.83	800	139.77	2,200	139.85	10,900	139.71	100	139.86	2,800	139.7	9,600	139.88	100	139.66	8,900	139.89	19,400	139.65	500
1,778,032,455,000	300274.XSHE	4,574,441	139.85	4,800	139.7	5,700	139.86	14,600	139.68	5,100	139.87	700	139.66	9,100	139.88	100	139.65	1,000	139.89	19,400	139.64	3,200
1,778,032,458,000	300274.XSHE	4,582,097	139.77	1,500	139.7	5,500	139.81	100	139.69	2,200	139.84	400	139.68	7,100	139.85	5,600	139.67	400	139.86	8,300	139.66	9,100
1,778,032,461,000	300274.XSHE	4,589,803	139.76	100	139.7	1,200	139.77	700	139.68	7,100	139.83	300	139.67	400	139.84	900	139.66	9,200	139.85	700	139.65	1,500
1,778,032,464,000	300274.XSHE	4,597,347	139.75	200	139.71	700	139.84	1,700	139.7	4,300	139.85	5,800	139.68	9,600	139.86	4,600	139.67	400	139.87	900	139.66	9,200
1,778,032,467,000	300274.XSHE	4,605,529	139.79	100	139.76	9,400	139.8	2,000	139.75	200	139.84	500	139.71	1,900	139.85	9,900	139.7	3,500	139.86	600	139.69	400
1,778,032,470,000	300274.XSHE	4,613,099	139.71	100	139.7	5,300	139.79	1,300	139.69	200	139.8	2,100	139.68	9,400	139.84	600	139.66	7,700	139.85	9,800	139.65	1,500
1,778,032,473,000	300274.XSHE	4,620,539	139.79	8,400	139.7	3,600	139.8	2,300	139.69	600	139.84	1,300	139.68	9,500	139.85	9,800	139.66	7,700	139.86	600	139.65	1,500
1,778,032,476,000	300274.XSHE	4,628,011	139.75	100	139.71	100	139.79	900	139.7	200	139.8	2,700	139.69	800	139.84	1,300	139.68	11,600	139.85	9,800	139.66	7,700
1,778,032,479,000	300274.XSHE	4,635,863	139.69	600	139.57	100	139.7	500	139.56	4,100	139.75	600	139.55	1,400	139.76	2,100	139.54	2,100	139.78	200	139.51	2,800
1,778,032,482,000	300274.XSHE	4,643,875	139.7	2,400	139.57	1,600	139.71	1,500	139.56	3,900	139.75	500	139.55	1,800	139.76	2,200	139.54	2,100	139.77	300	139.53	100
1,778,032,485,000	300274.XSHE	4,651,325	139.57	600	139.51	2,800	139.7	4,000	139.5	7,700	139.71	2,200	139.49	1,200	139.75	1,000	139.47	500	139.76	2,200	139.45	100
1,778,032,488,000	300274.XSHE	4,659,185	139.57	2,800	139.54	1,400	139.58	100	139.51	3,900	139.7	6,800	139.5	8,400	139.71	3,200	139.49	2,800	139.75	1,100	139.48	200
1,778,032,491,000	300274.XSHE	4,666,653	139.51	1,000	139.5	1,700	139.57	800	139.49	1,600	139.69	300	139.47	500	139.7	8,200	139.45	100	139.71	2,600	139.44	100
1,778,032,494,000	300274.XSHE	4,674,317	139.57	300	139.52	100	139.58	100	139.5	1,600	139.68	600	139.49	1,600	139.69	1,400	139.47	500	139.7	10,200	139.45	100
1,778,032,497,000	300274.XSHE	4,682,503	139.5	7,400	139.49	300	139.51	1,400	139.47	500	139.52	1,600	139.45	100	139.53	100	139.44	100	139.54	1,400	139.42	100
1,778,032,500,000	300274.XSHE	4,689,981	139.48	100	139.47	1,300	139.49	400	139.41	500	139.5	100	139.4	2,100	139.51	1,500	139.39	1,000	139.52	2,900	139.37	900
1,778,032,503,000	300274.XSHE	4,697,653	139.69	500	139.53	1,900	139.7	11,100	139.5	100	139.71	4,300	139.49	1,800	139.74	100	139.48	900	139.75	1,100	139.47	1,800
1,778,032,506,000	300274.XSHE	4,705,575	139.46	200	139.43	4,900	139.47	400	139.42	500	139.48	1,300	139.4	3,900	139.5	800	139.39	26,700	139.52	500	139.38	200
1,778,032,509,000	300274.XSHE	4,713,247	139.7	3,700	139.69	1,300	139.71	4,000	139.54	2,700	139.74	100	139.53	100	139.75	1,100	139.5	2,000	139.76	2,300	139.49	1,400
1,778,032,512,000	300274.XSHE	4,720,857	139.69	600	139.59	3,500	139.7	1,900	139.56	1,100	139.71	4,000	139.52	6,900	139.72	200	139.5	2,000	139.74	100	139.49	1,300
1,778,032,515,000	300274.XSHE	4,728,855	139.69	3,100	139.67	100	139.7	1,700	139.57	200	139.71	4,000	139.53	200	139.72	200	139.52	6,900	139.74	100	139.5	3,300
1,778,032,518,000	300274.XSHE	4,736,237	139.7	1,900	139.69	1,900	139.71	3,900	139.66	900	139.72	200	139.64	1,300	139.74	1,300	139.6	100	139.75	1,100	139.53	100
1,778,032,521,000	300274.XSHE	4,743,795	139.72	100	139.69	3,100	139.74	200	139.68	200	139.75	1,100	139.66	1,000	139.76	2,300	139.64	1,300	139.77	100	139.6	300
1,778,032,524,000	300274.XSHE	4,751,831	139.72	100	139.71	700	139.75	900	139.69	1,800	139.76	2,300	139.68	1,000	139.77	100	139.66	1,000	139.78	200	139.64	1,300
1,778,032,527,000	300274.XSHE	4,759,163	139.71	900	139.69	3,800	139.8	3,700	139.68	1,600	139.82	400	139.67	100	139.84	1,200	139.66	100	139.85	10,200	139.64	1,300
1,778,032,530,000	300274.XSHE	4,766,719	139.82	400	139.72	9,000	139.84	1,200	139.71	9,600	139.85	10,200	139.7	1,700	139.86	800	139.69	5,400	139.87	2,200	139.68	4,000
1,778,032,533,000	300274.XSHE	4,774,713	139.83	2,000	139.82	5,100	139.84	400	139.73	200	139.85	3,500	139.72	11,200	139.86	800	139.71	9,700	139.87	1,700	139.7	3,000
1,778,032,536,000	300274.XSHE	4,782,421	139.84	700	139.83	400	139.88	1,100	139.82	700	139.89	100	139.81	1,900	139.9	8,600	139.75	100	139.91	100	139.72	9,100
1,778,032,539,000	300274.XSHE	4,789,857	139.89	600	139.86	1,000	139.9	8,700	139.84	300	139.91	100	139.83	4,800	139.92	800	139.82	3,200	139.93	100	139.81	1,900
1,778,032,542,000	300274.XSHE	4,798,033	139.75	100	139.72	8,400	139.84	2,300	139.71	1,500	139.85	100	139.7	3,300	139.87	900	139.69	7,400	139.88	1,400	139.68	200
1,778,032,545,000	300274.XSHE	4,805,197	139.75	300	139.72	4,700	139.82	100	139.71	1,700	139.86	400	139.7	3,300	139.88	500	139.69	6,900	139.89	1,800	139.68	700
1,778,032,548,000	300274.XSHE	4,813,135	139.85	200	139.75	3,500	139.86	2,500	139.73	600	139.88	800	139.72	5,200	139.89	1,900	139.71	2,300	139.9	10,200	139.7	3,300
1,778,032,551,000	300274.XSHE	4,820,877	139.8	200	139.76	100	139.84	100	139.75	6,400	139.85	400	139.73	1,400	139.86	7,100	139.72	5,500	139.88	1,500	139.71	3,800
1,778,032,554,000	300274.XSHE	4,828,553	139.8	100	139.75	9,700	139.83	4,900	139.74	900	139.86	3,700	139.73	1,400	139.88	2,100	139.72	5,400	139.89	2,000	139.71	4,000
1,778,032,557,000	300274.XSHE	4,836,405	139.76	400	139.58	1,700	139.8	10,900	139.47	200	139.81	400	139.37	200	139.82	100	139.29	1,800	139.83	5,900	139.25	100
1,778,032,560,000	300274.XSHE	4,844,067	139.76	4,500	139.75	200	139.79	100	139.59	5,800	139.83	100	139.58	1,500	139.88	500	139.55	1,600	139.89	300	139.47	200
1,778,032,563,000	300274.XSHE	4,851,965	139.76	900	139.75	3,300	139.79	100	139.74	1,300	139.8	400	139.62	200	139.83	900	139.61	100	139.86	1,000	139.59	2,100
1,778,032,566,000	300274.XSHE	4,859,941	139.75	3,399	139.74	300	139.76	800	139.7	100	139.79	100	139.62	200	139.8	700	139.61	100	139.83	1,000	139.6	200
1,778,032,569,000	300274.XSHE	4,867,469	139.74	3,100	139.61	1,900	139.75	19,699	139.6	400	139.76	600	139.59	2,600	139.77	100	139.58	600	139.79	200	139.5	200
1,778,032,572,000	300274.XSHE	4,875,135	139.65	500	139.62	3,300	139.73	300	139.61	2,200	139.74	1,500	139.6	400	139.75	22,899	139.59	3,600	139.76	1,200	139.58	600
1,778,032,575,000	300274.XSHE	4,883,109	139.73	600	139.61	1,500	139.74	2,400	139.6	400	139.75	22,599	139.59	3,600	139.76	1,400	139.58	600	139.77	100	139.53	100
1,778,032,578,000	300274.XSHE	4,891,157	139.61	5,900	139.53	1,000	139.62	3,500	139.51	100	139.64	700	139.5	400	139.7	1,000	139.48	400	139.72	300	139.41	500
1,778,032,581,000	300274.XSHE	4,898,299	139.6	1,000	139.55	500	139.61	1,000	139.54	100	139.7	600	139.53	1,900	139.72	300	139.52	1,700	139.73	4,100	139.51	400
1,778,032,584,000	300274.XSHE	4,905,963	139.61	300	139.6	100	139.63	200	139.55	600	139.7	300	139.52	700	139.72	100	139.51	3,700	139.73	1,900	139.5	17,200
1,778,032,587,000	300274.XSHE	4,913,845	139.7	300	139.6	7,700	139.73	1,200	139.59	1,200	139.74	3,400	139.57	300	139.75	15,300	139.56	700	139.76	1,400	139.55	400
1,778,032,590,000	300274.XSHE	4,921,393	139.7	1,300	139.59	1,200	139.73	500	139.58	800	139.74	3,400	139.57	500	139.75	15,300	139.56	900	139.76	1,400	139.55	200
1,778,032,593,000	300274.XSHE	4,929,429	139.7	4,800	139.61	2,700	139.71	600	139.6	7,000	139.73	500	139.59	1,600	139.74	2,700	139.57	1,300	139.75	15,300	139.56	800
1,778,032,596,000	300274.XSHE	4,937,109	139.7	4,500	139.61	800	139.71	600	139.6	7,000	139.73	600	139.59	3,700	139.74	3,400	139.57	1,300	139.75	15,300	139.56	800
1,778,032,599,000	300274.XSHE	4,945,001	139.7	4,000	139.62	2,300	139.71	1,200	139.61	400	139.73	1,100	139.6	7,200	139.74	2,900	139.59	3,800	139.75	15,300	139.57	1,300
1,778,032,602,000	300274.XSHE	4,952,557	139.7	200	139.61	200	139.71	1,300	139.6	200	139.73	1,100	139.59	700	139.74	2,900	139.56	200	139.75	15,500	139.51	200
1,778,032,605,000	300274.XSHE	4,960,061	139.73	1,000	139.71	600	139.74	2,500	139.7	300	139.75	15,200	139.63	3,000	139.76	800	139.62	7,400	139.77	100	139.61	1,200
1,778,032,608,000	300274.XSHE	4,967,957	139.8	4,800	139.77	600	139.81	400	139.76	2,800	139.82	1,000	139.74	500	139.83	1,300	139.73	700	139.84	200	139.72	800
1,778,032,611,000	300274.XSHE	4,975,775	139.84	200	139.81	1,600	139.85	1,000	139.8	3,100	139.86	1,100	139.79	800	139.87	800	139.78	400	139.88	1,100	139.77	2,100
1,778,032,614,000	300274.XSHE	4,983,485	139.9	500	139.88	400	139.91	100	139.87	400	139.92	1,000	139.86	1,100	139.93	800	139.85	700	139.94	100	139.84	600
1,778,032,617,000	300274.XSHE	4,990,673	139.95	100	139.93	3,400	139.97	8,400	139.91	1,100	139.98	18,800	139.9	9,800	139.99	59,300	139.89	700	140	344,100	139.88	1,300
1,778,032,620,000	300274.XSHE	4,998,297	139.98	14,100	139.95	4,000	139.99	59,400	139.94	1,200	140	347,300	139.93	4,300	140.01	11,600	139.92	3,900	140.02	5,100	139.91	1,100
1,778,032,623,000	300274.XSHE	5,005,953	139.87	200	139.85	2,100	139.91	100	139.84	4,500	139.92	100	139.82	1,300	139.93	7,300	139.81	100	139.94	4,400	139.8	300
1,778,032,626,000	300274.XSHE	5,013,657	139.95	100	139.9	200	139.96	1,000	139.88	300	139.97	700	139.87	6,500	139.98	11,100	139.86	1,900	139.99	67,000	139.85	1,000
1,778,032,629,000	300274.XSHE	5,021,607	139.93	300	139.9	500	139.94	600	139.87	4,300	139.95	7,200	139.86	1,200	139.96	1,000	139.85	1,000	139.97	1,100	139.84	4,400
1,778,032,632,000	300274.XSHE	5,029,151	139.93	400	139.87	1,100	139.94	200	139.86	1,200	139.95	6,300	139.85	1,300	139.96	1,100	139.84	4,300	139.97	4,200	139.82	1,300
1,778,032,635,000	300274.XSHE	5,036,359	139.87	4,600	139.85	200	139.89	200	139.82	1,300	139.92	100	139.81	100	139.93	100	139.8	300	139.94	3,500	139.78	400
1,778,032,638,000	300274.XSHE	5,044,301	139.87	700	139.84	400	139.92	100	139.82	1,300	139.93	100	139.81	100	139.94	3,800	139.8	300	139.95	8,200	139.78	400
1,778,032,641,000	300274.XSHE	5,051,975	139.9	300	139.87	2,100	139.91	100	139.84	200	139.93	3,400	139.83	200	139.94	4,300	139.82	1,500	139.95	8,300	139.81	100
1,778,032,644,000	300274.XSHE	5,059,373	139.94	4,100	139.93	4,500	139.95	8,800	139.88	600	139.96	300	139.87	1,600	139.97	5,000	139.86	1,100	139.98	13,800	139.85	600
1,778,032,647,000	300274.XSHE	5,067,165	139.87	45,400	139.86	700	139.9	1,500	139.84	5,700	139.93	600	139.83	100	139.94	4,500	139.82	1,300	139.95	9,900	139.8	300
1,778,032,650,000	300274.XSHE	5,074,759	139.87	30,500	139.86	400	139.88	100	139.85	800	139.89	100	139.84	5,700	139.9	1,500	139.83	100	139.93	2,900	139.82	1,300
1,778,032,653,000	300274.XSHE	5,082,759	139.93	3,300	139.89	100	139.94	3,600	139.88	800	139.95	26,700	139.87	3,100	139.96	1,100	139.86	2,300	139.97	4,300	139.85	1,200
1,778,032,656,000	300274.XSHE	5,090,225	139.92	2,800	139.87	400	139.93	4,200	139.86	100	139.94	3,500	139.85	2,300	139.95	27,000	139.84	5,900	139.96	1,100	139.83	100
1,778,032,659,000	300274.XSHE	5,097,889	139.89	3,400	139.87	2,300	139.9	700	139.86	200	139.92	900	139.85	2,700	139.93	5,800	139.84	5,900	139.94	3,500	139.83	100
1,778,032,662,000	300274.XSHE	5,105,425	139.86	100	139.85	900	139.87	2,700	139.84	6,100	139.88	100	139.83	100	139.89	5,600	139.82	1,300	139.9	1,300	139.8	1,400
1,778,032,665,000	300274.XSHE	5,113,001	139.72	100	139.7	12,500	139.82	2,000	139.68	100	139.83	9,000	139.63	800	139.84	1,100	139.62	100	139.85	10,400	139.61	400
1,778,032,668,000	300274.XSHE	5,120,551	139.71	22,100	139.63	400	139.72	13,400	139.62	100	139.73	100	139.61	2,200	139.77	600	139.6	1,400	139.81	100	139.59	200
1,778,032,671,000	300274.XSHE	5,128,295	139.52	1,800	139.51	33,000	139.59	1,100	139.5	1,300	139.63	200	139.48	500	139.7	8,300	139.45	100	139.71	17,700	139.41	200

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