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 ⌀
1,778,032,974,000	300274.XSHE	5,902,731	138.88	8,600	138.8	15,300	138.89	9,100	138.79	2,100	138.9	22,700	138.78	1,100	138.93	500	138.77	1,300	138.94	600	138.76	300
1,778,032,977,000	300274.XSHE	5,910,419	138.87	100	138.8	700	138.88	12,400	138.78	100	138.89	8,500	138.72	300	138.9	22,800	138.71	2,100	138.91	400	138.7	1,300
1,778,032,980,000	300274.XSHE	5,917,959	138.8	6,900	138.79	100	138.82	500	138.78	600	138.86	3,900	138.76	600	138.87	8,100	138.73	200	138.88	11,800	138.72	200
1,778,032,983,000	300274.XSHE	5,925,399	138.79	2,200	138.78	200	138.8	29,200	138.76	100	138.81	400	138.7	200	138.82	1,300	138.69	1,900	138.83	700	138.68	700
1,778,032,986,000	300274.XSHE	5,933,479	138.78	4,400	138.72	200	138.79	6,900	138.71	100	138.8	29,200	138.7	300	138.81	400	138.69	1,400	138.82	1,300	138.68	700
1,778,032,989,000	300274.XSHE	5,941,405	138.78	8,000	138.72	600	138.79	5,300	138.71	100	138.8	30,500	138.7	2,100	138.81	500	138.69	1,400	138.82	1,300	138.68	700
1,778,032,992,000	300274.XSHE	5,948,891	138.78	7,600	138.7	4,600	138.79	5,000	138.69	1,400	138.8	26,900	138.68	700	138.81	700	138.67	100	138.82	1,400	138.66	3,300
1,778,032,995,000	300274.XSHE	5,956,705	138.72	8,600	138.71	1,700	138.78	7,400	138.7	4,200	138.79	4,300	138.69	1,900	138.8	30,800	138.68	2,000	138.81	700	138.67	100
1,778,032,998,000	300274.XSHE	5,964,161	138.88	13,200	138.87	800	138.89	5,700	138.84	4,200	138.9	10,500	138.82	3,300	138.91	100	138.8	15,700	138.95	4,735	138.79	900
1,778,033,001,000	300274.XSHE	5,972,065	139.01	99,900	138.88	8,100	139.02	53,300	138.87	2,000	139.03	1,777	138.86	2,800	139.04	400	138.85	500	139.06	1,200	138.84	4,300
1,778,033,004,000	300274.XSHE	5,980,037	139.01	93,800	138.91	100	139.02	53,300	138.9	200	139.03	1,777	138.89	4,600	139.04	400	138.88	4,500	139.06	1,200	138.87	1,200
1,778,033,007,000	300274.XSHE	5,987,829	139.07	2,400	139.03	1,600	139.08	2,700	139.01	5,123	139.09	1,300	138.95	100	139.1	6,400	138.91	2,200	139.11	500	138.9	3,500
1,778,033,010,000	300274.XSHE	5,995,171	139.09	800	139.07	200	139.1	6,400	139.04	4,200	139.11	500	139.03	4,600	139.12	16,100	139.02	3,700	139.13	200	139.01	5,923
1,778,033,013,000	300274.XSHE	6,002,947	139.07	300	139.06	500	139.08	4,800	139.05	400	139.09	200	139.04	200	139.1	6,200	139.03	2,600	139.11	500	139.02	2,200
1,778,033,016,000	300274.XSHE	6,010,733	139.06	900	139.03	100	139.07	1,500	139.02	600	139.1	6,300	139.01	2,800	139.11	500	139	3,300	139.12	7,900	138.92	400
1,778,033,019,000	300274.XSHE	6,018,293	139.1	200	139.09	3,200	139.11	900	139.07	2,200	139.12	8,000	139.06	1,000	139.13	100	139.05	500	139.14	6,200	139.03	2,300
1,778,033,022,000	300274.XSHE	6,025,829	139.09	1,500	139.08	600	139.1	900	139.07	3,200	139.12	7,400	139.06	8,700	139.14	6,100	139.05	100	139.15	3,800	139.04	400
1,778,033,025,000	300274.XSHE	6,033,285	139.2	2,800	139.11	900	139.21	100	139.1	3,000	139.22	100	139.09	21,500	139.23	500	139.08	600	139.25	100	139.07	5,300
1,778,033,028,000	300274.XSHE	6,040,953	139.2	100	139.12	3,100	139.25	100	139.11	5,500	139.26	1,200	139.1	10,500	139.27	2,400	139.09	25,200	139.28	400	139.08	1,100
1,778,033,031,000	300274.XSHE	6,048,399	139.2	1,400	139.13	400	139.26	1,300	139.12	3,200	139.27	2,400	139.11	6,900	139.28	400	139.1	9,800	139.29	21,600	139.09	26,600
1,778,033,034,000	300274.XSHE	6,056,481	139.26	1,200	139.24	100	139.27	2,400	139.23	300	139.28	400	139.2	2,600	139.29	21,600	139.14	2,000	139.3	2,400	139.13	1,500
1,778,033,037,000	300274.XSHE	6,063,957	139.27	1,700	139.24	100	139.28	2,300	139.23	200	139.29	21,500	139.22	500	139.3	2,700	139.21	800	139.34	1,300	139.2	2,500
1,778,033,040,000	300274.XSHE	6,071,123	139.26	6,400	139.24	712	139.27	12,300	139.23	800	139.28	2,400	139.2	1,300	139.29	21,500	139.15	200	139.3	3,100	139.14	600
1,778,033,043,000	300274.XSHE	6,078,963	139.23	900	139.2	200	139.24	300	139.15	200	139.25	100	139.14	600	139.26	5,488	139.13	2,100	139.27	12,300	139.12	400
1,778,033,046,000	300274.XSHE	6,086,197	139.23	800	139.2	300	139.24	100	139.19	100	139.25	100	139.15	200	139.26	3,400	139.14	600	139.27	12,400	139.13	2,100
1,778,033,049,000	300274.XSHE	6,094,075	139.23	200	139.21	100	139.24	1,400	139.2	600	139.25	500	139.19	1,600	139.26	2,800	139.17	300	139.27	12,400	139.15	200
1,778,033,052,000	300274.XSHE	6,101,935	139.27	12,200	139.26	600	139.28	2,600	139.23	100	139.29	21,500	139.22	700	139.3	3,500	139.21	200	139.34	1,300	139.2	8,800
1,778,033,055,000	300274.XSHE	6,109,373	139.26	900	139.25	1,000	139.27	9,600	139.23	3,700	139.28	2,600	139.22	1,100	139.29	21,500	139.21	200	139.3	3,800	139.2	8,300
1,778,033,058,000	300274.XSHE	6,116,901	139.25	300	139.24	100	139.26	1,400	139.23	2,700	139.27	9,200	139.22	2,100	139.28	2,600	139.21	200	139.29	21,500	139.2	14,400
1,778,033,061,000	300274.XSHE	6,124,665	139.27	7,400	139.26	11,000	139.28	2,600	139.24	300	139.29	21,500	139.23	4,700	139.3	4,100	139.22	2,300	139.34	1,300	139.21	200
1,778,033,064,000	300274.XSHE	6,132,371	139.28	1,500	139.26	8,200	139.29	21,500	139.25	3,400	139.3	4,700	139.24	500	139.34	1,300	139.23	5,400	139.35	1,200	139.22	1,800
1,778,033,067,000	300274.XSHE	6,139,889	139.29	18,300	139.28	1,700	139.3	4,700	139.27	4,100	139.31	100	139.26	8,400	139.34	1,300	139.25	5,000	139.35	1,200	139.24	500
1,778,033,070,000	300274.XSHE	6,147,683	139.54	300	139.52	200	139.55	400	139.41	2,800	139.56	700	139.4	70,900	139.57	100	139.39	800	139.58	3,100	139.36	600
1,778,033,073,000	300274.XSHE	6,155,331	139.62	100	139.57	200	139.63	5,600	139.56	5,600	139.64	3,500	139.55	3,200	139.65	1,700	139.54	11,400	139.66	800	139.52	100
1,778,033,076,000	300274.XSHE	6,162,939	139.62	200	139.58	300	139.64	200	139.57	1,900	139.65	900	139.56	4,600	139.66	800	139.55	2,300	139.67	100	139.54	11,200
1,778,033,079,000	300274.XSHE	6,170,551	139.69	2,000	139.63	200	139.7	4,600	139.62	2,900	139.71	600	139.59	100	139.72	3,300	139.58	300	139.75	500	139.57	3,000
1,778,033,082,000	300274.XSHE	6,178,365	139.68	1,600	139.64	600	139.7	4,000	139.63	2,100	139.71	600	139.62	5,100	139.72	3,500	139.59	100	139.75	500	139.58	300
1,778,033,085,000	300274.XSHE	6,186,091	139.61	500	139.55	700	139.68	200	139.54	10,900	139.69	100	139.52	200	139.7	3,900	139.41	100	139.71	600	139.4	700
1,778,033,088,000	300274.XSHE	6,193,583	139.54	6,900	139.4	700	139.55	14,000	139.35	400	139.57	1,300	139.32	100	139.58	100	139.29	8,800	139.6	2,000	139.28	6,200
1,778,033,091,000	300274.XSHE	6,201,429	139.54	800	139.4	500	139.55	6,400	139.38	200	139.57	1,300	139.32	200	139.58	100	139.29	8,800	139.6	2,000	139.28	6,200
1,778,033,094,000	300274.XSHE	6,208,841	139.55	1,600	139.54	100	139.57	1,300	139.41	700	139.58	100	139.4	4,900	139.6	2,200	139.38	200	139.61	1,700	139.32	200
1,778,033,097,000	300274.XSHE	6,216,665	139.53	1,400	139.43	100	139.54	47,000	139.42	100	139.55	2,800	139.41	500	139.57	1,500	139.4	5,200	139.58	100	139.38	200
1,778,033,100,000	300274.XSHE	6,223,955	139.52	600	139.43	1,900	139.53	2,000	139.42	100	139.54	41,300	139.41	900	139.55	3,100	139.4	6,400	139.57	1,500	139.38	200
1,778,033,103,000	300274.XSHE	6,231,541	139.52	800	139.44	200	139.53	1,700	139.43	2,900	139.54	1,000	139.42	100	139.55	3,500	139.41	1,100	139.56	100	139.4	6,400
1,778,033,106,000	300274.XSHE	6,239,131	139.55	3,000	139.53	6,100	139.56	100	139.52	2,800	139.57	1,500	139.44	600	139.58	100	139.43	6,500	139.6	3,400	139.42	500
1,778,033,109,000	300274.XSHE	6,247,013	139.56	700	139.55	100	139.57	1,800	139.53	2,300	139.58	100	139.52	200	139.59	200	139.45	500	139.6	4,100	139.44	1,600
1,778,033,112,000	300274.XSHE	6,254,435	139.6	4,000	139.55	3,300	139.61	1,700	139.54	200	139.62	300	139.53	2,600	139.63	12,200	139.52	1,600	139.64	1,200	139.5	1,000
1,778,033,115,000	300274.XSHE	6,261,989	139.62	1,200	139.6	3,500	139.63	11,000	139.58	1,400	139.64	1,000	139.57	1,000	139.66	200	139.56	1,000	139.67	1,900	139.55	2,500
1,778,033,118,000	300274.XSHE	6,270,009	139.63	10,800	139.62	1,100	139.64	1,000	139.61	1,000	139.66	500	139.6	2,200	139.67	1,900	139.59	200	139.68	1,900	139.58	7,000
1,778,033,121,000	300274.XSHE	6,277,137	139.63	8,500	139.62	2,400	139.64	1,000	139.61	900	139.65	200	139.6	4,700	139.66	400	139.59	200	139.67	1,900	139.58	7,000
1,778,033,124,000	300274.XSHE	6,284,687	139.62	3,700	139.61	1,000	139.63	1,100	139.6	3,700	139.64	1,000	139.59	1,800	139.65	200	139.58	1,600	139.66	400	139.57	200
1,778,033,127,000	300274.XSHE	6,292,231	139.6	100	139.55	100	139.61	100	139.54	3,000	139.62	4,000	139.52	1,300	139.63	1,200	139.51	100	139.64	1,000	139.5	300
1,778,033,130,000	300274.XSHE	6,299,851	139.5	6,800	139.49	500	139.55	200	139.45	500	139.58	100	139.44	2,000	139.6	3,200	139.43	1,300	139.61	2,100	139.42	100
1,778,033,133,000	300274.XSHE	6,307,521	139.59	100	139.55	500	139.6	5,800	139.5	4,400	139.61	6,500	139.49	1,000	139.62	7,100	139.48	200	139.63	1,900	139.45	500
1,778,033,136,000	300274.XSHE	6,314,927	139.59	3,600	139.55	100	139.6	3,300	139.5	6,900	139.61	6,700	139.49	6,300	139.62	7,700	139.45	500	139.63	2,000	139.44	2,000
1,778,033,139,000	300274.XSHE	6,322,667	139.56	500	139.55	1,200	139.58	100	139.53	400	139.59	500	139.51	100	139.6	5,000	139.5	2,200	139.61	7,200	139.49	200
1,778,033,142,000	300274.XSHE	6,330,069	139.61	900	139.6	1,000	139.62	6,900	139.59	6,300	139.63	1,800	139.56	1,300	139.64	800	139.55	3,000	139.65	1,000	139.54	1,000
1,778,033,145,000	300274.XSHE	6,337,767	139.62	200	139.61	6,700	139.63	1,700	139.6	2,900	139.64	800	139.59	10,600	139.65	1,000	139.57	200	139.66	500	139.56	2,400
1,778,033,148,000	300274.XSHE	6,345,277	139.62	4,900	139.61	600	139.63	1,800	139.6	100	139.64	800	139.56	300	139.65	1,300	139.51	100	139.66	500	139.48	2,900
1,778,033,151,000	300274.XSHE	6,352,961	139.6	4,800	139.5	400	139.61	1,500	139.45	1,100	139.62	6,300	139.44	2,000	139.63	1,700	139.43	1,300	139.64	800	139.42	400
1,778,033,154,000	300274.XSHE	6,360,403	139.61	300	139.6	2,300	139.63	100	139.52	400	139.64	800	139.51	100	139.65	4,300	139.5	2,000	139.66	500	139.48	600
1,778,033,157,000	300274.XSHE	6,368,057	139.86	2,900	139.84	100	139.87	11,900	139.72	4,800	139.88	14,000	139.71	11,500	139.89	2,000	139.65	200	139.9	19,900	139.64	3,400
1,778,033,160,000	300274.XSHE	6,375,447	139.98	21,800	139.95	6,400	139.99	96,800	139.9	2,000	140	511,900	139.88	3,300	140.01	14,300	139.87	7,500	140.02	7,100	139.86	8,300
1,778,033,163,000	300274.XSHE	6,383,317	139.98	400	139.94	1,500	139.99	98,900	139.88	7,000	140	511,000	139.87	14,700	140.01	14,300	139.86	2,900	140.02	7,100	139.85	2,700
1,778,033,166,000	300274.XSHE	6,390,895	139.99	82,700	139.98	34,700	140	510,200	139.96	100	140.01	14,500	139.95	400	140.02	6,500	139.94	1,900	140.03	10,100	139.93	500
1,778,033,169,000	300274.XSHE	6,398,725	139.99	63,100	139.98	1,700	140	508,600	139.97	100	140.01	14,800	139.96	300	140.02	6,500	139.95	400	140.03	10,100	139.94	1,900
1,778,033,172,000	300274.XSHE	6,406,515	139.98	6,000	139.97	5,300	139.99	34,000	139.96	300	140	507,500	139.95	400	140.01	14,800	139.94	1,900	140.02	6,500	139.91	1,000
1,778,033,175,000	300274.XSHE	6,413,897	140	86,400	139.99	4,300	140.01	14,600	139.98	1,600	140.02	7,000	139.97	6,400	140.03	9,700	139.96	1,100	140.04	1,000	139.95	400
1,778,033,178,000	300274.XSHE	6,421,633	140	400	139.99	21,300	140.01	14,600	139.98	8,000	140.02	7,300	139.97	5,900	140.03	9,900	139.96	3,200	140.04	1,000	139.95	200
1,778,033,181,000	300274.XSHE	6,429,299	140.01	6,500	140	45,800	140.02	7,600	139.99	3,100	140.03	9,900	139.98	9,300	140.04	1,000	139.97	700	140.05	9,600	139.96	1,900
1,778,033,184,000	300274.XSHE	6,436,987	140.03	9,800	140.02	1,900	140.04	1,000	140.01	1,200	140.05	9,600	140	80,100	140.06	10,000	139.99	4,700	140.07	14,300	139.98	10,500
1,778,033,187,000	300274.XSHE	6,444,545	140.02	100	140.01	400	140.04	500	140	70,600	140.05	9,600	139.99	9,000	140.06	10,100	139.98	9,600	140.07	14,300	139.97	700
1,778,033,190,000	300274.XSHE	6,452,205	140.05	7,300	140.03	7,000	140.06	10,400	140.02	2,900	140.07	14,500	140.01	11,400	140.08	7,000	140	67,700	140.09	15,300	139.99	10,000
1,778,033,193,000	300274.XSHE	6,459,777	140.06	10,200	140.03	14,700	140.07	14,500	140.02	12,100	140.08	7,200	140.01	15,000	140.09	15,300	140	68,100	140.1	96,500	139.99	9,900
1,778,033,196,000	300274.XSHE	6,467,573	140.06	6,600	140.02	12,600	140.07	14,600	140.01	15,100	140.08	7,700	140	72,300	140.09	16,100	139.99	9,400	140.1	96,700	139.98	6,600
1,778,033,199,000	300274.XSHE	6,474,817	140.06	200	140.05	1,100	140.07	8,400	140.03	7,000	140.08	8,100	140.02	12,600	140.09	16,300	140.01	15,900	140.1	97,600	140	66,700
1,778,033,202,000	300274.XSHE	6,482,719	140.07	800	140.06	700	140.08	8,500	140.05	3,000	140.09	16,300	140.04	900	140.1	107,000	140.03	8,700	140.11	23,600	140.02	13,100
1,778,033,205,000	300274.XSHE	6,490,015	140.05	4,200	140.03	4,500	140.06	7,100	140.02	11,700	140.07	800	140.01	15,400	140.08	8,500	140	67,200	140.09	16,300	139.99	9,400
1,778,033,208,000	300274.XSHE	6,497,657	140.04	1,000	140.03	1,500	140.05	3,500	140.02	8,900	140.06	8,000	140.01	14,700	140.07	1,500	140	51,600	140.08	9,700	139.99	7,600
1,778,033,211,000	300274.XSHE	6,505,281	140.05	6,094	140.02	7,200	140.06	10,600	140.01	15,000	140.07	2,300	140	51,600	140.08	24,800	139.99	7,600	140.09	16,800	139.98	3,500
1,778,033,214,000	300274.XSHE	6,512,595	140.06	12,794	140.04	13,300	140.07	2,800	140.03	300	140.08	24,900	140.02	1,900	140.09	17,100	140.01	15,600	140.1	106,800	140	52,500
1,778,033,217,000	300274.XSHE	6,520,219	140.09	14,294	140.03	300	140.1	106,900	140.02	2,200	140.11	23,600	140.01	16,300	140.12	10,100	140	52,600	140.13	27,400	139.99	7,600
1,778,033,220,000	300274.XSHE	6,527,833	140.08	2,400	140.07	500	140.09	200	140.06	6,800	140.1	50,694	140.05	3,000	140.11	23,600	140.04	300	140.12	10,000	140.03	2,500
1,778,033,223,000	300274.XSHE	6,535,775	140.09	1,100	140.08	2,000	140.1	6,494	140.06	1,400	140.11	23,600	140.05	4,100	140.12	10,000	140.04	1,400	140.13	27,300	140.03	2,600
1,778,033,226,000	300274.XSHE	6,543,641	140.09	6,200	140.08	200	140.1	500	140.06	2,100	140.11	4,494	140.05	4,100	140.12	10,000	140.04	1,600	140.13	27,300	140.03	2,400
1,778,033,229,000	300274.XSHE	6,551,121	140.09	4,200	140.08	200	140.1	2,400	140.07	500	140.11	4,694	140.06	1,900	140.12	9,900	140.05	3,900	140.13	27,300	140.04	1,700
1,778,033,232,000	300274.XSHE	6,558,787	140.08	100	140.07	2,700	140.09	13,400	140.06	1,900	140.1	2,500	140.05	3,700	140.11	4,994	140.04	1,700	140.12	10,100	140.03	2,100
1,778,033,235,000	300274.XSHE	6,566,389	140.08	5,400	140.07	3,700	140.09	17,100	140.06	1,800	140.1	5,000	140.05	3,700	140.11	5,394	140.04	1,700	140.12	10,700	140.03	1,800
1,778,033,238,000	300274.XSHE	6,573,919	140.08	500	140.07	200	140.09	14,700	140.06	2,200	140.1	6,500	140.05	3,700	140.11	5,394	140.04	1,700	140.12	11,000	140.03	1,900
1,778,033,241,000	300274.XSHE	6,581,945	140.09	14,300	140.08	4,400	140.1	7,100	140.07	600	140.11	5,494	140.06	1,200	140.12	11,100	140.05	3,700	140.13	27,800	140.04	4,300
1,778,033,244,000	300274.XSHE	6,589,159	140.07	7,200	140.06	2,500	140.08	6,400	140.05	3,700	140.09	11,800	140.04	4,300	140.1	10,200	140.03	1,900	140.11	6,094	140.02	4,400
1,778,033,247,000	300274.XSHE	6,596,723	140.08	8,700	140.07	200	140.09	12,000	140.06	3,800	140.1	12,200	140.05	4,600	140.11	6,094	140.04	4,300	140.12	12,000	140.03	1,700
1,778,033,250,000	300274.XSHE	6,604,495	140.07	1,600	140.06	100	140.08	3,000	140.04	200	140.09	10,000	140.01	11,200	140.1	15,200	140	53,900	140.11	6,094	139.99	7,300
1,778,033,253,000	300274.XSHE	6,612,393	140.06	19,300	140.05	300	140.07	6,900	140.04	2,800	140.08	10,276	140.02	500	140.09	9,900	140.01	11,300	140.1	17,700	140	54,000
1,778,033,256,000	300274.XSHE	6,619,765	140.07	11,000	140.06	15,900	140.08	11,476	140.04	3,900	140.09	10,700	140.02	500	140.1	19,000	140.01	11,700	140.11	6,094	140	66,400
1,778,033,259,000	300274.XSHE	6,627,071	140.04	100	140.02	100	140.05	1,100	140.01	4,200	140.06	200	140	67,500	140.07	11,500	139.99	7,300	140.08	12,876	139.98	3,400
1,778,033,262,000	300274.XSHE	6,634,699	140.04	400	140.02	100	140.05	3,200	140.01	5,100	140.06	24,000	140	67,100	140.07	18,600	139.99	8,200	140.08	15,476	139.98	3,400
1,778,033,265,000	300274.XSHE	6,642,469	140.05	3,500	140.01	4,100	140.06	2,200	140	66,000	140.08	5,200	139.99	8,200	140.09	15,876	139.98	3,400	140.1	26,100	139.95	100
1,778,033,268,000	300274.XSHE	6,650,143	140.05	7,200	140.04	1,700	140.06	2,700	140.02	900	140.07	300	140.01	6,400	140.08	4,600	140	66,400	140.09	15,776	139.99	8,800
1,778,033,271,000	300274.XSHE	6,657,631	140.05	10,000	140.04	1,500	140.06	3,400	140.03	200	140.07	2,100	140.02	1,800	140.08	6,700	140.01	200	140.09	16,476	140	62,200

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