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 ⌀
1,778,032,074,000	300274.XSHE	3,588,181	138.8	6,900	138.67	1,500	138.81	6,700	138.62	500	138.82	200	138.6	200	138.84	4,000	138.59	300	138.85	600	138.58	500
1,778,032,077,000	300274.XSHE	3,595,709	138.8	200	138.68	500	138.81	3,400	138.67	1,900	138.82	200	138.62	500	138.84	1,700	138.6	200	138.85	600	138.59	300
1,778,032,080,000	300274.XSHE	3,603,549	138.85	500	138.7	200	138.87	10,900	138.69	1,000	138.88	16,000	138.68	1,000	138.89	400	138.67	2,800	138.9	5,800	138.66	800
1,778,032,083,000	300274.XSHE	3,611,785	138.87	5,000	138.85	100	138.88	16,200	138.8	300	138.89	400	138.73	1,000	138.9	6,600	138.71	3,100	138.91	1,400	138.7	2,200
1,778,032,086,000	300274.XSHE	3,619,321	138.87	100	138.85	1,000	138.88	16,200	138.84	400	138.89	400	138.81	100	138.9	6,800	138.8	400	138.91	1,400	138.77	100
1,778,032,089,000	300274.XSHE	3,627,371	138.85	500	138.83	100	138.87	100	138.81	200	138.88	3,600	138.8	500	138.89	400	138.72	200	138.9	6,800	138.71	2,600
1,778,032,092,000	300274.XSHE	3,635,223	138.85	1,300	138.84	100	138.87	1,700	138.82	400	138.91	100	138.8	500	138.92	800	138.73	3,000	138.93	6,200	138.72	200
1,778,032,095,000	300274.XSHE	3,642,835	138.82	4,600	138.81	1,000	138.83	900	138.8	700	138.84	300	138.73	3,000	138.85	25,800	138.72	200	138.86	400	138.71	2,100
1,778,032,098,000	300274.XSHE	3,650,791	138.73	500	138.72	200	138.81	1,100	138.71	100	138.82	500	138.7	20,900	138.83	1,000	138.69	300	138.84	7,000	138.68	2,400
1,778,032,101,000	300274.XSHE	3,659,053	138.84	7,200	138.82	1,200	138.85	33,100	138.76	100	138.86	400	138.75	1,500	138.87	4,500	138.73	1,600	138.88	1,500	138.72	400
1,778,032,104,000	300274.XSHE	3,666,599	138.71	7,100	138.67	900	138.8	4,100	138.66	300	138.81	1,400	138.65	100	138.82	400	138.62	500	138.83	6,400	138.61	200
1,778,032,107,000	300274.XSHE	3,674,719	138.8	5,800	138.61	200	138.81	1,400	138.6	6,700	138.82	1,900	138.59	100	138.83	7,400	138.58	500	138.84	9,100	138.56	100
1,778,032,110,000	300274.XSHE	3,682,447	138.81	23,900	138.73	1,000	138.82	4,200	138.67	800	138.83	7,500	138.66	100	138.84	9,000	138.64	200	138.85	35,900	138.61	600
1,778,032,113,000	300274.XSHE	3,690,133	138.79	1,000	138.71	1,700	138.8	1,200	138.7	200	138.81	7,800	138.63	100	138.82	600	138.62	200	138.83	1,400	138.61	200
1,778,032,116,000	300274.XSHE	3,697,909	138.73	800	138.72	300	138.84	2,900	138.71	1,900	138.85	11,400	138.7	400	138.86	800	138.69	1,100	138.87	5,000	138.63	100
1,778,032,119,000	300274.XSHE	3,705,999	138.81	1,100	138.8	300	138.87	4,300	138.79	300	138.88	2,000	138.78	100	138.89	200	138.74	100	138.9	25,400	138.73	5,400
1,778,032,122,000	300274.XSHE	3,713,593	139.08	1,100	139.05	6,600	139.09	3,500	139.04	200	139.1	21,000	139.03	900	139.11	10,200	139.02	2,100	139.12	300	139.01	6,500
1,778,032,125,000	300274.XSHE	3,721,403	139.21	500	139.15	7,100	139.22	2,100	139.12	5,200	139.23	5,200	139.1	6,900	139.24	800	139.09	3,600	139.25	1,800	139.08	57,600
1,778,032,128,000	300274.XSHE	3,729,197	139.32	5,500	139.31	1,400	139.33	1,300	139.28	100	139.34	200	139.27	100	139.35	8,500	139.26	3,200	139.36	4,100	139.25	4,700
1,778,032,131,000	300274.XSHE	3,737,115	139.38	4,300	139.34	5,800	139.39	6,900	139.32	4,500	139.4	2,800	139.31	9,800	139.41	3,800	139.3	600	139.43	100	139.27	100
1,778,032,134,000	300274.XSHE	3,744,883	139.4	2,800	139.38	100	139.41	3,800	139.37	300	139.43	100	139.36	5,000	139.44	1,700	139.35	400	139.45	10,700	139.34	7,300
1,778,032,137,000	300274.XSHE	3,752,901	139.47	800	139.46	1,900	139.48	400	139.45	12,700	139.49	2,700	139.42	200	139.5	121,000	139.41	1,100	139.51	900	139.4	2,900
1,778,032,140,000	300274.XSHE	3,760,327	139.5	110,500	139.48	400	139.51	900	139.47	700	139.52	3,900	139.46	2,300	139.53	2,500	139.45	14,900	139.55	1,500	139.43	300
1,778,032,143,000	300274.XSHE	3,768,075	139.65	900	139.63	500	139.66	2,400	139.59	6,600	139.67	1,600	139.58	7,600	139.68	25,600	139.57	1,200	139.69	9,400	139.56	1,700
1,778,032,146,000	300274.XSHE	3,775,979	139.66	800	139.65	200	139.67	1,600	139.64	2,600	139.68	25,600	139.63	600	139.69	9,400	139.62	1,600	139.7	4,600	139.61	1,700
1,778,032,149,000	300274.XSHE	3,783,711	139.71	700	139.7	3,200	139.72	900	139.69	300	139.73	600	139.68	300	139.74	9,900	139.66	1,300	139.75	2,200	139.65	10,600
1,778,032,152,000	300274.XSHE	3,791,651	139.73	100	139.71	100	139.74	3,200	139.65	9,900	139.75	2,200	139.64	1,800	139.76	2,300	139.63	1,400	139.77	2,600	139.62	1,200
1,778,032,155,000	300274.XSHE	3,799,459	139.73	1,500	139.71	2,500	139.74	100	139.7	5,300	139.75	1,800	139.66	2,900	139.76	2,300	139.65	11,500	139.77	2,600	139.64	2,000
1,778,032,158,000	300274.XSHE	3,807,033	139.64	1,200	139.48	5,400	139.65	11,700	139.47	2,900	139.66	4,600	139.46	7,400	139.67	100	139.45	5,000	139.68	1,000	139.41	1,300
1,778,032,161,000	300274.XSHE	3,815,483	139.64	300	139.51	1,200	139.65	600	139.5	100	139.66	11,400	139.48	5,200	139.67	100	139.47	2,900	139.68	800	139.46	5,700
1,778,032,164,000	300274.XSHE	3,822,609	139.65	9,500	139.48	2,400	139.66	10,400	139.47	3,000	139.67	100	139.46	5,700	139.68	900	139.45	2,300	139.69	300	139.44	1,400
1,778,032,167,000	300274.XSHE	3,830,517	139.51	5,500	139.49	2,200	139.57	300	139.48	1,200	139.64	200	139.47	1,000	139.65	1,000	139.46	6,600	139.66	7,100	139.45	2,500
1,778,032,170,000	300274.XSHE	3,838,551	139.65	4,100	139.45	2,900	139.66	7,100	139.44	1,400	139.67	1,100	139.41	300	139.68	2,200	139.4	4,300	139.69	300	139.38	3,200
1,778,032,173,000	300274.XSHE	3,846,279	139.65	33,500	139.64	1,000	139.66	9,900	139.51	7,000	139.67	1,200	139.5	1,300	139.68	2,300	139.49	400	139.69	300	139.45	2,700
1,778,032,176,000	300274.XSHE	3,854,055	139.49	700	139.46	5,800	139.62	900	139.45	13,700	139.64	125,200	139.41	60	139.65	34,000	139.4	4,300	139.66	10,000	139.38	3,000
1,778,032,179,000	300274.XSHE	3,861,699	139.64	119,900	139.49	300	139.65	38,700	139.48	200	139.66	9,900	139.47	11,700	139.67	1,200	139.46	2,000	139.68	2,700	139.45	10,900
1,778,032,182,000	300274.XSHE	3,869,543	139.63	700	139.49	13,000	139.64	13,800	139.47	5,300	139.65	33,400	139.46	4,100	139.66	10,000	139.45	10,900	139.67	1,200	139.41	60
1,778,032,185,000	300274.XSHE	3,877,213	139.63	200	139.5	25,600	139.64	8,000	139.49	13,700	139.65	34,700	139.48	200	139.66	10,200	139.47	200	139.67	1,200	139.46	4,800
1,778,032,188,000	300274.XSHE	3,885,261	139.63	900	139.5	25,800	139.64	8,300	139.49	14,600	139.65	34,900	139.48	1,300	139.66	10,400	139.47	200	139.67	1,800	139.46	4,000
1,778,032,191,000	300274.XSHE	3,892,705	139.62	100	139.5	2,800	139.63	1,100	139.49	8,700	139.64	8,900	139.48	1,300	139.65	32,700	139.47	200	139.66	10,500	139.46	4,000
1,778,032,194,000	300274.XSHE	3,900,389	139.6	56,100	139.51	24,600	139.62	1,900	139.5	7,900	139.63	4,400	139.49	8,800	139.64	9,300	139.48	1,500	139.65	31,600	139.47	200
1,778,032,197,000	300274.XSHE	3,908,537	139.6	44,300	139.52	100	139.62	6,400	139.51	24,000	139.63	6,100	139.5	10,100	139.64	8,000	139.49	9,800	139.65	32,000	139.48	1,100
1,778,032,200,000	300274.XSHE	3,916,435	139.59	200	139.46	200	139.6	22,300	139.45	12,100	139.62	5,900	139.41	960	139.63	7,500	139.4	1,100	139.64	9,000	139.39	1,000
1,778,032,203,000	300274.XSHE	3,924,195	139.58	100	139.53	300	139.59	600	139.52	1,700	139.6	2,500	139.51	2,300	139.62	5,900	139.5	1,400	139.63	8,600	139.49	200
1,778,032,206,000	300274.XSHE	3,931,641	139.6	300	139.59	100	139.62	5,400	139.58	300	139.63	9,100	139.55	600	139.64	8,700	139.53	1,100	139.65	32,700	139.52	1,200
1,778,032,209,000	300274.XSHE	3,939,611	139.6	100	139.59	1,700	139.62	4,400	139.58	1,700	139.63	10,500	139.56	200	139.64	8,600	139.55	600	139.65	29,300	139.53	2,900
1,778,032,212,000	300274.XSHE	3,947,441	139.63	3,500	139.61	100	139.64	9,000	139.6	1,000	139.65	28,900	139.59	3,700	139.66	11,500	139.58	4,600	139.67	1,000	139.57	1,400
1,778,032,215,000	300274.XSHE	3,955,597	139.63	2,700	139.62	100	139.65	28,800	139.61	200	139.66	11,600	139.6	1,700	139.67	1,000	139.59	4,300	139.68	3,100	139.58	5,600
1,778,032,218,000	300274.XSHE	3,962,913	139.65	9,800	139.63	3,300	139.66	9,200	139.62	200	139.67	1,000	139.61	600	139.68	3,500	139.6	4,800	139.69	6,400	139.59	5,200
1,778,032,221,000	300274.XSHE	3,970,617	139.88	26,800	139.84	3,200	139.89	4,200	139.81	8,100	139.9	9,800	139.8	14,600	139.91	1,100	139.79	9,400	139.92	2,000	139.78	6,300
1,778,032,224,000	300274.XSHE	3,978,539	140	240,600	139.99	12,700	140.01	2,600	139.97	200	140.02	500	139.92	5,600	140.03	100	139.91	200	140.04	100	139.9	1,200
1,778,032,227,000	300274.XSHE	3,986,583	140	222,600	139.99	4,900	140.01	2,600	139.98	1,400	140.02	500	139.97	200	140.03	100	139.92	600	140.04	100	139.9	1,200
1,778,032,230,000	300274.XSHE	3,993,985	140	206,000	139.99	1,900	140.01	2,600	139.98	1,500	140.02	600	139.97	1,400	140.03	100	139.92	600	140.04	100	139.91	100
1,778,032,233,000	300274.XSHE	4,001,933	140	1,000	139.99	2,300	140.01	2,600	139.98	1,800	140.02	600	139.97	1,400	140.03	100	139.92	600	140.04	100	139.88	31,200
1,778,032,236,000	300274.XSHE	4,009,569	140.09	7,700	140	9,500	140.1	5,900	139.99	1,700	140.11	400	139.98	4,600	140.12	2,900	139.97	2,600	140.13	5,200	139.88	30,600
1,778,032,239,000	300274.XSHE	4,017,413	140.09	6,600	140	26,100	140.1	5,900	139.99	3,100	140.11	400	139.98	3,200	140.12	2,900	139.97	2,600	140.13	5,400	139.95	200
1,778,032,242,000	300274.XSHE	4,025,005	140.13	100	140.1	1,600	140.14	800	140.09	300	140.15	1,900	140	31,800	140.16	4,600	139.99	2,600	140.17	1,100	139.98	1,800
1,778,032,245,000	300274.XSHE	4,032,867	140	41,200	139.82	1,700	140.01	300	139.81	100	140.05	100	139.8	600	140.06	100	139.78	700	140.08	3,500	139.77	1,000
1,778,032,248,000	300274.XSHE	4,040,763	139.99	100	139.82	10,200	140.07	2,900	139.81	100	140.08	4,000	139.8	3,000	140.09	3,600	139.79	200	140.1	186,700	139.78	300
1,778,032,251,000	300274.XSHE	4,048,489	140	200	139.85	1,100	140.06	100	139.83	300	140.07	3,100	139.82	11,500	140.08	3,100	139.81	100	140.09	7,700	139.8	3,800
1,778,032,254,000	300274.XSHE	4,056,141	139.91	700	139.8	3,700	139.97	1,400	139.79	600	139.98	1,100	139.78	200	139.99	65,500	139.76	100	140	15,800	139.75	200
1,778,032,257,000	300274.XSHE	4,064,377	139.84	100	139.8	100	139.85	300	139.79	300	139.91	500	139.78	200	139.96	1,600	139.77	1,200	139.97	2,300	139.76	100
1,778,032,260,000	300274.XSHE	4,072,221	139.8	32,700	139.77	100	139.82	300	139.76	100	139.83	100	139.7	300	139.84	3,200	139.66	1,900	139.85	500	139.65	1,500
1,778,032,263,000	300274.XSHE	4,080,111	139.79	1,300	139.78	500	139.8	4,300	139.77	3,700	139.82	900	139.76	100	139.83	100	139.75	300	139.84	1,500	139.7	400
1,778,032,266,000	300274.XSHE	4,087,909	139.8	200	139.77	1,500	139.96	2,100	139.76	100	139.97	700	139.75	400	139.98	400	139.7	400	139.99	61,700	139.68	100
1,778,032,269,000	300274.XSHE	4,095,379	139.8	600	139.75	400	139.81	100	139.7	500	139.84	5,000	139.68	100	139.88	2,000	139.66	1,900	139.96	600	139.65	1,500
1,778,032,272,000	300274.XSHE	4,103,599	139.78	6,400	139.76	100	139.8	1,900	139.75	3,700	139.84	800	139.73	200	139.86	100	139.69	300	139.88	2,000	139.67	200
1,778,032,275,000	300274.XSHE	4,111,055	139.75	2,000	139.69	3,800	139.76	100	139.68	5,500	139.77	1,500	139.67	200	139.78	600	139.66	1,900	139.8	1,100	139.65	1,500
1,778,032,278,000	300274.XSHE	4,119,087	139.74	700	139.68	6,300	139.75	800	139.67	2,000	139.76	2,700	139.66	2,200	139.77	400	139.65	1,500	139.78	700	139.64	200
1,778,032,281,000	300274.XSHE	4,126,767	139.71	100	139.69	200	139.73	800	139.68	6,300	139.74	3,400	139.67	2,000	139.75	1,000	139.66	2,200	139.76	2,000	139.65	1,600
1,778,032,284,000	300274.XSHE	4,134,491	139.69	500	139.68	1,800	139.74	400	139.67	2,000	139.75	1,800	139.66	2,500	139.76	2,300	139.65	1,600	139.78	2,100	139.64	200
1,778,032,287,000	300274.XSHE	4,142,125	139.68	3,400	139.67	2,300	139.69	3,900	139.66	2,500	139.7	500	139.65	1,600	139.73	700	139.64	400	139.74	600	139.63	8,100
1,778,032,290,000	300274.XSHE	4,150,631	139.65	6,703	139.64	1,800	139.67	300	139.63	9,200	139.68	9,000	139.62	100	139.69	14,300	139.6	6,500	139.7	700	139.59	1,500
1,778,032,293,000	300274.XSHE	4,157,793	139.67	3,303	139.65	100	139.68	11,300	139.64	1,100	139.69	17,000	139.63	10,700	139.7	900	139.62	100	139.71	500	139.61	200
1,778,032,296,000	300274.XSHE	4,165,629	139.66	100	139.64	500	139.67	700	139.63	7,497	139.68	8,200	139.62	500	139.69	13,400	139.61	200	139.7	900	139.6	6,500
1,778,032,299,000	300274.XSHE	4,173,313	139.65	200	139.63	9,197	139.67	1,700	139.62	500	139.68	10,300	139.61	200	139.69	13,700	139.6	7,600	139.7	1,000	139.59	1,500
1,778,032,302,000	300274.XSHE	4,180,955	139.64	4,100	139.63	8,297	139.65	11,000	139.62	500	139.66	600	139.61	200	139.67	2,700	139.6	7,900	139.68	9,400	139.59	1,500
1,778,032,305,000	300274.XSHE	4,188,567	139.65	14,800	139.64	900	139.66	600	139.63	10,097	139.67	2,600	139.62	1,500	139.68	8,100	139.61	300	139.69	12,900	139.6	7,900
1,778,032,308,000	300274.XSHE	4,196,797	139.65	7,900	139.64	1,400	139.66	600	139.63	9,597	139.67	2,900	139.62	1,400	139.68	8,100	139.61	900	139.69	7,500	139.6	11,100
1,778,032,311,000	300274.XSHE	4,204,173	139.67	2,400	139.64	200	139.68	8,000	139.63	5,097	139.69	7,100	139.62	2,000	139.7	600	139.61	900	139.71	900	139.6	11,100
1,778,032,314,000	300274.XSHE	4,211,671	139.8	600	139.71	2,000	139.81	300	139.7	1,200	139.82	900	139.69	1,700	139.84	100	139.68	900	139.85	1,000	139.67	1,800
1,778,032,317,000	300274.XSHE	4,219,839	139.87	700	139.76	200	139.88	3,700	139.75	7,900	139.89	300	139.74	3,300	139.9	100	139.73	3,400	139.92	200	139.72	4,200
1,778,032,320,000	300274.XSHE	4,227,167	139.88	800	139.86	100	139.89	300	139.85	2,600	139.9	100	139.81	600	139.92	200	139.8	800	139.95	900	139.76	300
1,778,032,323,000	300274.XSHE	4,235,251	139.97	4,700	139.88	5,100	139.98	900	139.87	1,500	139.99	61,300	139.86	1,100	140	122,100	139.85	900	140.01	1,200	139.8	1,300
1,778,032,326,000	300274.XSHE	4,242,527	139.97	2,100	139.89	600	139.98	900	139.88	6,600	139.99	61,400	139.87	2,400	140	126,700	139.86	2,700	140.01	1,200	139.85	900
1,778,032,329,000	300274.XSHE	4,250,475	139.97	500	139.9	100	139.99	33,900	139.89	2,300	140	147,700	139.88	8,400	140.01	1,200	139.87	3,300	140.02	300	139.86	4,100
1,778,032,332,000	300274.XSHE	4,258,209	139.99	33,800	139.97	4,400	140	153,600	139.9	8,800	140.01	1,200	139.89	3,400	140.02	400	139.88	4,000	140.03	600	139.87	2,200
1,778,032,335,000	300274.XSHE	4,265,911	139.98	700	139.97	7,000	139.99	29,300	139.96	300	140	156,100	139.95	1,100	140.01	1,800	139.9	10,400	140.02	500	139.89	3,400
1,778,032,338,000	300274.XSHE	4,273,621	139.97	2,800	139.96	100	139.98	100	139.95	1,400	139.99	26,400	139.9	9,500	140	159,200	139.89	3,400	140.01	1,800	139.88	5,500
1,778,032,341,000	300274.XSHE	4,281,373	139.9	5,900	139.77	100	139.91	200	139.76	400	139.92	400	139.74	400	139.93	1,600	139.72	700	139.94	100	139.69	100
1,778,032,344,000	300274.XSHE	4,289,331	139.89	10,000	139.76	1,100	139.9	7,200	139.75	600	139.91	100	139.74	400	139.92	200	139.72	700	139.93	1,600	139.71	900
1,778,032,347,000	300274.XSHE	4,297,249	139.76	88,600	139.67	700	139.77	200	139.66	1,300	139.78	100	139.65	4,400	139.79	100	139.64	2,800	139.86	100	139.63	100
1,778,032,350,000	300274.XSHE	4,304,883	139.75	100	139.66	1,000	139.76	89,500	139.65	2,500	139.77	200	139.64	2,600	139.78	100	139.63	100	139.79	300	139.62	100
1,778,032,353,000	300274.XSHE	4,312,801	139.6	8,000	139.5	10,200	139.62	1,400	139.49	2,100	139.64	3,400	139.47	1,100	139.65	600	139.46	100	139.66	119,400	139.45	1,000
1,778,032,356,000	300274.XSHE	4,320,227	139.5	200	139.49	1,000	139.6	4,800	139.48	900	139.63	100	139.47	900	139.64	100	139.46	100	139.65	2,000	139.45	1,000
1,778,032,359,000	300274.XSHE	4,327,871	139.5	600	139.49	100	139.51	400	139.48	1,000	139.53	200	139.47	3,000	139.54	100	139.46	100	139.6	5,200	139.45	1,000
1,778,032,362,000	300274.XSHE	4,335,605	139.6	4,000	139.5	200	139.63	100	139.49	22,800	139.65	100	139.48	2,400	139.66	2,800	139.47	3,000	139.67	2,200	139.46	1,500
1,778,032,365,000	300274.XSHE	4,343,601	139.6	6,400	139.55	1,900	139.63	100	139.54	1,000	139.65	100	139.5	1,400	139.66	3,200	139.49	16,100	139.67	2,100	139.48	1,100
1,778,032,368,000	300274.XSHE	4,351,047	139.63	300	139.59	1,200	139.67	400	139.54	3,700	139.74	600	139.53	5,900	139.75	4,800	139.52	9,300	139.76	2,200	139.51	4,000
1,778,032,371,000	300274.XSHE	4,358,691	139.62	1,900	139.6	3,200	139.63	1,700	139.59	300	139.66	200	139.55	1,300	139.67	600	139.53	6,300	139.74	600	139.52	6,100

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