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 ⌀
1,778,044,671,000	300274.XSHE	21,492,967	141.06	1,200	141.03	2,600	141.07	700	141.01	18,000	141.08	100	141	4,800	141.1	700	140.99	6,900	141.11	200	140.98	400
1,778,044,674,000	300274.XSHE	21,499,817	141.07	300	141.05	5,500	141.08	100	141.03	23,800	141.1	1,200	141.01	18,000	141.11	200	141	4,400	141.12	200	140.99	7,000
1,778,044,677,000	300274.XSHE	21,506,645	141.07	300	141.06	200	141.08	100	141.05	6,200	141.09	1,100	141.03	24,300	141.1	1,200	141.01	18,200	141.11	200	141	4,400
1,778,044,680,000	300274.XSHE	21,513,403	141.12	100	141.1	600	141.13	1,400	141.09	1,100	141.14	1,300	141.07	100	141.15	7,300	141.06	5,700	141.16	200	141.05	5,400
1,778,044,683,000	300274.XSHE	21,520,947	141.13	1,300	141.11	2,300	141.14	1,300	141.1	2,600	141.15	7,300	141.09	1,300	141.16	200	141.08	700	141.17	300	141.07	5,300
1,778,044,686,000	300274.XSHE	21,527,709	141.12	100	141.11	1,700	141.13	600	141.1	2,600	141.14	1,300	141.09	1,300	141.15	7,500	141.08	700	141.16	200	141.07	5,500
1,778,044,689,000	300274.XSHE	21,534,573	141.11	400	141.1	2,400	141.12	1,900	141.09	1,300	141.13	100	141.07	5,500	141.14	1,300	141.06	2,600	141.15	7,500	141.05	5,500
1,778,044,692,000	300274.XSHE	21,541,583	141.11	100	141.1	1,100	141.12	2,700	141.09	1,300	141.13	100	141.07	5,500	141.14	1,300	141.06	2,600	141.15	7,500	141.05	5,700
1,778,044,695,000	300274.XSHE	21,548,155	141.1	7,900	141.09	1,000	141.11	200	141.07	5,200	141.12	2,500	141.06	2,500	141.13	100	141.05	5,700	141.14	1,300	141.04	1,900
1,778,044,698,000	300274.XSHE	21,555,211	141.1	2,700	141.09	500	141.11	200	141.07	5,200	141.12	2,500	141.06	2,500	141.14	1,400	141.05	5,700	141.15	7,500	141.04	1,900
1,778,044,701,000	300274.XSHE	21,562,251	141.11	200	141.1	3,900	141.12	1,800	141.09	2,100	141.13	500	141.07	5,200	141.14	1,400	141.06	2,500	141.15	7,500	141.05	5,700
1,778,044,704,000	300274.XSHE	21,569,047	141.12	300	141.1	3,200	141.13	500	141.09	2,200	141.14	1,400	141.07	6,000	141.15	9,500	141.06	2,500	141.16	200	141.05	5,700
1,778,044,707,000	300274.XSHE	21,576,055	141.14	1,200	141.12	100	141.15	9,600	141.11	1,400	141.16	200	141.1	1,100	141.17	300	141.09	1,900	141.18	1,300	141.08	100
1,778,044,710,000	300274.XSHE	21,582,643	141.15	8,900	141.14	1,900	141.16	200	141.12	2,500	141.17	300	141.11	1,400	141.18	1,300	141.1	1,500	141.19	200	141.09	1,900
1,778,044,713,000	300274.XSHE	21,589,977	141.15	3,400	141.14	300	141.16	300	141.12	2,500	141.17	300	141.11	1,500	141.18	1,300	141.1	1,400	141.19	200	141.09	1,800
1,778,044,716,000	300274.XSHE	21,596,741	141.14	800	141.12	300	141.15	2,700	141.11	3,200	141.16	300	141.1	1,400	141.17	300	141.09	1,800	141.18	1,300	141.08	900
1,778,044,719,000	300274.XSHE	21,603,789	141.12	500	141.11	1,000	141.13	2,400	141.1	1,400	141.14	4,000	141.09	2,800	141.15	4,200	141.08	200	141.16	400	141.07	6,000
1,778,044,722,000	300274.XSHE	21,610,245	141.11	1,700	141.1	100	141.12	100	141.09	3,300	141.13	800	141.08	300	141.14	6,100	141.07	6,000	141.15	4,200	141.06	2,500
1,778,044,725,000	300274.XSHE	21,617,367	141.11	100	141.09	4,500	141.14	2,600	141.08	300	141.15	4,200	141.07	6,000	141.16	200	141.06	2,500	141.17	300	141.05	6,100
1,778,044,728,000	300274.XSHE	21,623,919	141.47	800	141.37	300	141.48	2,800	141.36	2,800	141.49	2,400	141.35	520	141.5	95,500	141.33	200	141.51	600	141.32	2,600
1,778,044,731,000	300274.XSHE	21,630,899	141.52	1,000	141.48	4,000	141.53	19,300	141.47	16,300	141.54	800	141.43	300	141.55	2,900	141.42	100	141.56	100	141.38	7,100
1,778,044,734,000	300274.XSHE	21,638,017	141.58	1,100	141.57	2,100	141.59	2,400	141.56	6,600	141.6	9,400	141.55	3,600	141.61	100	141.54	3,500	141.62	900	141.53	700
1,778,044,737,000	300274.XSHE	21,644,697	141.65	200	141.64	2,400	141.66	13,400	141.62	1,400	141.67	400	141.61	700	141.68	11,700	141.6	1,400	141.69	3,000	141.59	23,400
1,778,044,740,000	300274.XSHE	21,651,451	141.7	600	141.67	2,800	141.71	400	141.66	6,800	141.72	500	141.65	1,300	141.73	400	141.64	3,000	141.74	1,600	141.63	200
1,778,044,743,000	300274.XSHE	21,658,559	141.73	300	141.72	100	141.74	1,600	141.71	21,400	141.75	400	141.7	2,400	141.76	500	141.69	1,800	141.77	1,000	141.68	100
1,778,044,746,000	300274.XSHE	21,666,061	141.81	500	141.77	3,200	141.82	3,800	141.76	2,100	141.83	3,800	141.75	2,900	141.84	600	141.74	800	141.85	500	141.73	2,100
1,778,044,749,000	300274.XSHE	21,672,903	141.88	4,700	141.81	200	141.89	1,500	141.78	2,600	141.9	6,900	141.77	22,100	141.91	600	141.76	2,100	141.92	700	141.75	300
1,778,044,752,000	300274.XSHE	21,679,561	141.97	2,000	141.9	600	141.98	30,100	141.88	12,200	141.99	50,000	141.87	5,400	142	448,640	141.86	23,200	142.01	4,900	141.85	13,900
1,778,044,755,000	300274.XSHE	21,686,389	141.97	400	141.91	2,400	141.98	24,300	141.9	5,700	141.99	50,000	141.88	2,100	142	443,640	141.87	2,000	142.01	4,900	141.86	200
1,778,044,758,000	300274.XSHE	21,693,105	141.82	100	141.81	3,500	141.86	1,200	141.8	200	141.87	1,700	141.79	300	141.88	1,300	141.78	3,700	141.96	14,200	141.77	22,200
1,778,044,761,000	300274.XSHE	21,700,221	141.78	4,500	141.77	1,000	141.79	600	141.76	2,100	141.8	700	141.75	300	141.81	53,700	141.74	5,800	141.82	7,800	141.73	1,100
1,778,044,764,000	300274.XSHE	21,706,995	141.77	22,700	141.76	1,900	141.78	5,800	141.74	5,800	141.79	400	141.73	600	141.8	900	141.72	22,100	141.81	54,300	141.71	21,200
1,778,044,767,000	300274.XSHE	21,713,809	141.77	20,600	141.74	4,000	141.78	5,800	141.73	500	141.79	400	141.72	21,900	141.8	900	141.71	20,200	141.81	3,100	141.7	4,400
1,778,044,770,000	300274.XSHE	21,720,793	141.79	200	141.78	3,600	141.8	1,400	141.77	4,000	141.81	2,800	141.76	100	141.82	7,800	141.74	4,300	141.83	200	141.73	500
1,778,044,773,000	300274.XSHE	21,727,393	141.81	100	141.8	15,800	141.82	300	141.79	200	141.86	700	141.78	3,500	141.88	400	141.77	7,100	141.9	900	141.76	100
1,778,044,776,000	300274.XSHE	21,734,611	141.84	200	141.82	5,000	141.88	400	141.81	1,700	141.9	900	141.8	16,300	141.91	1,500	141.79	11,100	141.92	400	141.78	4,500
1,778,044,779,000	300274.XSHE	21,741,821	141.83	1,800	141.82	2,500	141.85	100	141.81	6,200	141.94	300	141.8	16,800	141.95	3,500	141.79	16,200	141.96	700	141.78	4,600
1,778,044,782,000	300274.XSHE	21,748,149	141.83	100	141.82	2,700	141.84	100	141.81	5,300	141.85	300	141.8	16,300	141.93	1,000	141.79	16,400	141.94	800	141.78	4,700
1,778,044,785,000	300274.XSHE	21,754,961	141.86	200	141.84	5,600	141.89	300	141.83	9,700	141.9	1,300	141.82	3,000	141.93	1,000	141.81	5,100	141.94	900	141.8	16,300
1,778,044,788,000	300274.XSHE	21,762,069	141.86	400	141.84	21,200	141.89	300	141.83	10,900	141.9	1,300	141.82	2,900	141.92	2,000	141.81	5,800	141.93	1,000	141.8	16,900
1,778,044,791,000	300274.XSHE	21,768,711	141.85	1,700	141.84	11,600	141.86	3,900	141.83	10,600	141.89	900	141.82	2,900	141.9	1,400	141.81	5,300	141.91	10,000	141.8	16,800
1,778,044,794,000	300274.XSHE	21,775,593	141.84	42,400	141.82	100	141.85	1,200	141.81	5,300	141.86	4,000	141.8	16,900	141.87	100	141.79	6,800	141.88	700	141.78	4,000
1,778,044,797,000	300274.XSHE	21,782,559	141.82	100	141.81	3,500	141.84	38,900	141.8	17,000	141.85	1,300	141.79	8,400	141.86	4,000	141.78	4,000	141.87	100	141.77	3,600
1,778,044,800,000	300274.XSHE	21,789,623	141.83	500	141.82	1,700	141.84	6,500	141.81	2,000	141.85	1,200	141.8	17,200	141.86	3,900	141.79	8,400	141.87	100	141.78	4,100
1,778,044,803,000	300274.XSHE	21,796,439	141.81	100	141.8	14,000	141.82	2,000	141.79	8,400	141.83	100	141.78	4,100	141.85	100	141.77	3,500	141.86	200	141.76	100
1,778,044,806,000	300274.XSHE	21,803,817	141.82	200	141.8	15,800	141.83	3,100	141.79	8,400	141.84	600	141.78	4,000	141.85	1,000	141.77	3,600	141.86	300	141.76	100
1,778,044,809,000	300274.XSHE	21,810,983	141.78	200	141.77	2,400	141.8	11,700	141.76	100	141.81	100	141.75	4,800	141.82	1,100	141.74	4,100	141.83	200	141.73	500
1,778,044,812,000	300274.XSHE	21,817,693	141.74	300	141.73	500	141.75	100	141.72	22,000	141.77	100	141.71	20,200	141.78	300	141.7	4,100	141.8	19,500	141.68	200
1,778,044,815,000	300274.XSHE	21,824,729	141.67	3,600	141.64	1,100	141.68	22,700	141.63	100	141.7	300	141.62	300	141.71	5,700	141.59	21,300	141.72	17,100	141.58	7,400
1,778,044,818,000	300274.XSHE	21,831,969	141.63	200	141.58	7,400	141.67	1,700	141.57	1,000	141.68	7,000	141.5	400	141.7	400	141.47	200	141.71	4,500	141.41	100
1,778,044,821,000	300274.XSHE	21,839,237	141.61	200	141.57	300	141.62	200	141.56	100	141.63	400	141.5	400	141.64	500	141.47	200	141.65	400	141.41	100
1,778,044,824,000	300274.XSHE	21,846,099	141.64	300	141.63	1,000	141.65	200	141.57	400	141.66	400	141.56	100	141.67	400	141.5	400	141.68	5,600	141.47	200
1,778,044,827,000	300274.XSHE	21,853,207	141.65	100	141.63	2,600	141.66	200	141.61	1,100	141.67	400	141.6	600	141.68	5,700	141.57	200	141.69	300	141.56	100
1,778,044,830,000	300274.XSHE	21,859,909	141.63	2,000	141.62	500	141.64	2,500	141.61	1,200	141.65	200	141.6	1,000	141.66	50,600	141.59	100	141.67	400	141.57	200
1,778,044,833,000	300274.XSHE	21,867,209	141.63	600	141.62	200	141.64	2,000	141.61	1,100	141.65	500	141.6	1,000	141.66	50,600	141.59	100	141.67	400	141.57	100
1,778,044,836,000	300274.XSHE	21,874,043	141.62	6,700	141.61	800	141.63	1,000	141.6	900	141.65	300	141.59	100	141.66	50,600	141.57	100	141.67	400	141.56	100
1,778,044,839,000	300274.XSHE	21,881,061	141.62	6,900	141.6	900	141.63	2,000	141.59	100	141.65	300	141.57	100	141.66	51,800	141.56	100	141.67	700	141.55	100
1,778,044,842,000	300274.XSHE	21,887,629	141.6	100	141.59	200	141.61	700	141.57	100	141.62	1,900	141.56	100	141.63	4,200	141.55	100	141.65	500	141.5	900
1,778,044,845,000	300274.XSHE	21,894,325	141.6	200	141.59	100	141.62	1,800	141.58	2,100	141.63	4,200	141.57	100	141.65	700	141.56	100	141.66	51,700	141.55	100
1,778,044,848,000	300274.XSHE	21,901,079	141.59	2,000	141.57	100	141.6	300	141.56	100	141.61	200	141.55	100	141.62	1,900	141.5	900	141.63	4,200	141.47	200
1,778,044,851,000	300274.XSHE	21,908,247	141.59	6,700	141.57	200	141.6	400	141.56	100	141.61	500	141.55	100	141.62	8,100	141.53	100	141.63	4,200	141.5	900
1,778,044,854,000	300274.XSHE	21,915,535	141.59	3,400	141.57	100	141.6	800	141.55	100	141.61	1,100	141.54	1,500	141.62	8,400	141.53	100	141.63	3,200	141.5	900
1,778,044,857,000	300274.XSHE	21,922,181	141.57	400	141.54	800	141.59	2,500	141.53	100	141.6	1,000	141.5	1,100	141.61	1,200	141.47	300	141.62	9,000	141.33	100
1,778,044,860,000	300274.XSHE	21,928,601	141.6	100	141.54	200	141.62	4,700	141.53	100	141.63	4,400	141.5	1,300	141.64	100	141.47	300	141.65	1,000	141.33	100
1,778,044,863,000	300274.XSHE	21,935,601	141.54	7,600	141.53	100	141.57	2,000	141.52	300	141.58	400	141.5	1,500	141.59	1,200	141.47	300	141.6	900	141.33	100
1,778,044,866,000	300274.XSHE	21,942,853	141.49	100	141.44	100	141.5	300	141.43	700	141.51	100	141.42	1,700	141.52	600	141.41	300	141.53	4,500	141.37	800
1,778,044,869,000	300274.XSHE	21,949,727	141.51	2,300	141.5	400	141.52	500	141.49	2,200	141.53	4,800	141.47	200	141.54	10,300	141.44	200	141.55	100	141.43	800
1,778,044,872,000	300274.XSHE	21,956,515	141.5	300	141.49	900	141.53	200	141.47	200	141.54	10,600	141.44	200	141.55	100	141.43	800	141.56	500	141.42	1,500
1,778,044,875,000	300274.XSHE	21,963,369	141.47	100	141.43	300	141.48	200	141.42	100	141.49	400	141.41	200	141.5	2,100	141.4	300	141.51	9,700	141.33	100
1,778,044,878,000	300274.XSHE	21,970,659	141.43	100	141.42	200	141.44	100	141.41	200	141.45	300	141.4	500	141.47	1,700	141.33	100	141.48	100	141.32	100
1,778,044,881,000	300274.XSHE	21,977,867	141.42	400	141.3	400	141.43	800	141.22	2,800	141.44	100	141.2	600	141.45	300	141.13	200	141.47	1,800	141.12	600
1,778,044,884,000	300274.XSHE	21,984,181	141.4	100	141.3	300	141.42	1,900	141.25	100	141.43	1,400	141.23	100	141.44	100	141.22	1,100	141.45	400	141.2	600
1,778,044,887,000	300274.XSHE	21,991,081	141.4	100	141.33	500	141.42	2,000	141.31	200	141.43	1,100	141.3	5,000	141.44	100	141.25	200	141.45	900	141.23	100
1,778,044,890,000	300274.XSHE	21,998,045	141.39	100	141.31	100	141.4	3,800	141.3	1,042	141.41	400	141.28	400	141.42	1,100	141.25	200	141.43	1,200	141.23	100
1,778,044,893,000	300274.XSHE	22,004,587	141.4	2,758	141.28	400	141.41	500	141.25	200	141.42	1,900	141.23	100	141.43	900	141.22	1,100	141.44	100	141.2	600
1,778,044,896,000	300274.XSHE	22,011,535	141.33	200	141.3	2,100	141.39	200	141.29	400	141.4	15,658	141.28	400	141.41	700	141.25	200	141.42	2,000	141.23	100
1,778,044,899,000	300274.XSHE	22,018,543	141.27	400	141.23	100	141.28	4,300	141.22	100	141.29	100	141.17	100	141.3	200	141.16	100	141.31	2,300	141.15	500
1,778,044,902,000	300274.XSHE	22,025,407	141.28	7,000	141.27	1,000	141.29	100	141.21	200	141.3	800	141.2	100	141.31	2,300	141.16	500	141.33	1,900	141.15	500
1,778,044,905,000	300274.XSHE	22,032,205	141.28	9,000	141.27	700	141.29	100	141.21	100	141.3	800	141.2	100	141.31	2,300	141.16	500	141.33	1,900	141.13	200
1,778,044,908,000	300274.XSHE	22,039,081	141.26	2,200	141.17	100	141.27	400	141.16	500	141.28	8,900	141.14	100	141.29	100	141.13	200	141.3	4,600	141.12	600
1,778,044,911,000	300274.XSHE	22,045,807	141.27	1,300	141.26	500	141.28	7,700	141.25	100	141.29	100	141.16	100	141.3	4,600	141.14	100	141.31	2,300	141.13	200
1,778,044,914,000	300274.XSHE	22,052,951	141.13	2,600	141.12	500	141.14	400	141.11	300	141.16	100	141.1	900	141.17	300	141.09	3,000	141.25	2,300	141.08	400
1,778,044,917,000	300274.XSHE	22,059,845	141.12	200	141.1	4,600	141.13	300	141.09	1,800	141.14	400	141.08	400	141.15	200	141.07	400	141.16	100	141.06	2,000
1,778,044,920,000	300274.XSHE	22,066,425	141.12	700	141.11	500	141.14	300	141.1	400	141.17	100	141.09	1,800	141.2	600	141.08	400	141.21	300	141.07	400
1,778,044,923,000	300274.XSHE	22,073,699	141.11	2,600	141.09	1,400	141.12	6,800	141.08	400	141.13	100	141.07	500	141.14	300	141.06	2,000	141.17	100	141.05	500
1,778,044,926,000	300274.XSHE	22,080,663	141.12	2,200	141.11	800	141.13	100	141.09	900	141.14	300	141.08	400	141.17	1,100	141.07	500	141.2	500	141.06	2,000
1,778,044,929,000	300274.XSHE	22,087,613	141.1	300	141.09	500	141.11	1,000	141.08	400	141.12	200	141.07	500	141.13	3,500	141.06	2,000	141.14	300	141.05	1,100
1,778,044,932,000	300274.XSHE	22,094,763	141.1	200	141	300	141.11	3,200	140.99	200	141.12	100	140.95	4,000	141.13	3,500	140.94	100	141.14	200	140.91	700
1,778,044,935,000	300274.XSHE	22,101,415	141.06	200	140.9	1,500	141.07	2,400	140.89	1,800	141.08	2,300	140.88	2,800	141.09	1,000	140.87	2,300	141.11	3,200	140.86	1,700
1,778,044,938,000	300274.XSHE	22,108,405	141	600	140.91	6,900	141.04	200	140.9	600	141.06	2,600	140.89	1,800	141.07	100	140.88	2,800	141.08	2,100	140.87	2,300
1,778,044,941,000	300274.XSHE	22,114,985	141.06	600	140.93	1,300	141.07	1,500	140.92	100	141.08	300	140.91	7,000	141.09	2,000	140.9	400	141.1	200	140.89	1,800
1,778,044,944,000	300274.XSHE	22,122,047	141.04	700	140.94	500	141.05	200	140.93	2,558	141.06	900	140.92	100	141.07	4,300	140.91	7,200	141.08	300	140.9	400
1,778,044,947,000	300274.XSHE	22,128,935	141.03	100	140.94	2,400	141.05	100	140.93	1,058	141.06	900	140.92	500	141.07	4,300	140.91	7,300	141.08	1,900	140.9	500
1,778,044,950,000	300274.XSHE	22,135,811	141.03	1,000	140.94	3,000	141.04	700	140.93	1,158	141.05	100	140.92	600	141.06	900	140.91	7,300	141.07	4,300	140.9	500
1,778,044,953,000	300274.XSHE	22,142,439	141	300	140.92	600	141.03	1,200	140.91	7,500	141.04	1,700	140.9	1,800	141.05	100	140.89	1,800	141.06	300	140.88	2,900
1,778,044,956,000	300274.XSHE	22,149,343	140.94	3,000	140.9	100	140.99	200	140.89	1,800	141	400	140.88	2,900	141.01	6,000	140.87	2,300	141.02	1,400	140.86	1,700
1,778,044,959,000	300274.XSHE	22,156,171	140.9	600	140.88	500	140.95	100	140.87	2,300	140.96	100	140.86	1,700	140.97	1,000	140.85	200	140.99	300	140.82	100
1,778,044,962,000	300274.XSHE	22,163,045	140.96	100	140.94	5,400	140.97	900	140.88	600	140.98	1,200	140.87	2,300	140.99	700	140.86	1,700	141	2,200	140.85	200
1,778,044,965,000	300274.XSHE	22,170,159	140.91	4,300	140.9	4,700	140.92	3,900	140.88	900	140.94	3,400	140.87	2,300	140.95	600	140.86	1,700	140.96	300	140.85	200
1,778,044,968,000	300274.XSHE	22,176,869	140.92	7,400	140.91	8,300	140.94	3,500	140.9	2,200	140.95	600	140.88	900	140.96	100	140.87	2,300	140.97	900	140.86	1,700

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