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 ⌀
1,778,037,474,000	300274.XSHE	16,576,419	141.2	3,100	141.19	9,100	141.22	1,300	141.17	400	141.23	4,000	141.16	1,300	141.24	4,500	141.15	600	141.25	3,200	141.14	300
1,778,037,477,000	300274.XSHE	16,582,649	141.19	1,500	141.14	300	141.2	8,600	141.13	2,500	141.21	100	141.12	3,100	141.22	1,700	141.11	600	141.23	4,200	141.1	200
1,778,037,480,000	300274.XSHE	16,589,667	141.18	3,800	141.14	400	141.19	1,500	141.13	2,200	141.2	8,700	141.12	3,100	141.21	100	141.11	600	141.22	1,700	141.1	200
1,778,037,483,000	300274.XSHE	16,596,375	141.14	200	141.13	2,100	141.17	100	141.12	3,100	141.18	3,800	141.11	600	141.19	1,100	141.1	200	141.2	8,700	141.09	600
1,778,037,486,000	300274.XSHE	16,603,443	141.17	200	141.14	2,600	141.19	500	141.13	1,100	141.2	9,000	141.12	3,100	141.21	100	141.11	600	141.22	1,700	141.1	200
1,778,037,489,000	300274.XSHE	16,610,083	141.16	300	141.14	3,200	141.17	100	141.13	1,100	141.18	2,000	141.12	3,100	141.19	1,200	141.11	1,600	141.2	14,000	141.1	700
1,778,037,492,000	300274.XSHE	16,616,861	141.16	1,200	141.15	1,000	141.17	200	141.14	3,000	141.18	2,000	141.13	1,100	141.19	1,300	141.12	3,100	141.2	14,000	141.11	1,700
1,778,037,495,000	300274.XSHE	16,623,235	141.16	500	141.15	1,000	141.17	200	141.14	3,700	141.18	2,100	141.13	1,100	141.19	1,300	141.12	3,100	141.2	14,000	141.11	1,700
1,778,037,498,000	300274.XSHE	16,629,991	141.18	100	141.16	693	141.19	1,300	141.15	1,000	141.2	13,600	141.14	3,700	141.21	100	141.13	1,100	141.22	1,700	141.12	3,100
1,778,037,501,000	300274.XSHE	16,636,957	141.18	300	141.16	1,693	141.19	1,300	141.15	1,000	141.2	13,600	141.14	3,700	141.21	100	141.13	1,100	141.22	1,700	141.12	3,100
1,778,037,504,000	300274.XSHE	16,643,249	141.16	300	141.14	193	141.17	1,500	141.13	1,300	141.18	1,600	141.12	3,100	141.19	1,800	141.11	1,700	141.2	13,600	141.1	900
1,778,037,507,000	300274.XSHE	16,649,783	141.12	100	141.1	400	141.13	1,107	141.09	4,800	141.14	1,400	141.08	4,100	141.15	2,100	141.06	100	141.16	1,500	141.05	700
1,778,037,510,000	300274.XSHE	16,656,305	141.13	100	141.1	100	141.14	1,300	141.09	4,700	141.15	2,300	141.08	5,300	141.16	7,500	141.06	100	141.17	4,000	141.05	700
1,778,037,513,000	300274.XSHE	16,662,683	141.15	1,700	141.09	3,200	141.16	7,500	141.08	5,300	141.17	4,000	141.06	100	141.18	2,700	141.05	700	141.19	2,800	141.04	3,300
1,778,037,516,000	300274.XSHE	16,669,657	141.1	700	141.09	3,100	141.13	300	141.08	5,300	141.14	1,900	141.06	100	141.15	1,400	141.05	700	141.16	7,800	141.04	3,300
1,778,037,519,000	300274.XSHE	16,676,021	141.1	2,300	141.09	2,700	141.12	1,000	141.08	5,300	141.13	300	141.06	100	141.14	1,700	141.05	700	141.15	1,400	141.04	3,300
1,778,037,522,000	300274.XSHE	16,682,481	141.1	2,500	141.09	600	141.12	1,000	141.08	2,400	141.13	300	141.06	100	141.14	1,700	141.05	700	141.15	2,000	141.04	3,300
1,778,037,525,000	300274.XSHE	16,689,127	141.08	100	141.03	200	141.09	1,200	141.02	900	141.1	4,200	141.01	1,100	141.11	700	141	5,600	141.12	1,000	140.99	1,400
1,778,037,528,000	300274.XSHE	16,695,653	141.04	100	141.03	600	141.05	800	141.02	200	141.08	1,200	141.01	1,200	141.09	1,500	141	5,500	141.1	5,400	140.99	1,400
1,778,037,531,000	300274.XSHE	16,702,281	141.02	100	141.01	1,000	141.03	400	141	5,500	141.04	200	140.99	1,400	141.05	1,100	140.98	200	141.06	200	140.97	1,600
1,778,037,534,000	300274.XSHE	16,709,119	141.02	2,400	141.01	200	141.03	1,000	141	5,500	141.04	200	140.99	1,700	141.05	1,100	140.98	200	141.06	200	140.97	1,600
1,778,037,537,000	300274.XSHE	16,715,649	141.01	3,000	141	600	141.02	3,400	140.99	1,700	141.03	1,000	140.98	200	141.04	200	140.97	1,600	141.05	1,100	140.95	100
1,778,037,540,000	300274.XSHE	16,722,503	140.98	400	140.94	100	141	1,800	140.93	200	141.01	8,000	140.9	200	141.02	3,100	140.89	3,000	141.03	800	140.88	3,400
1,778,037,543,000	300274.XSHE	16,729,055	140.94	100	140.9	100	140.96	100	140.89	3,100	140.97	1,000	140.88	3,500	140.98	400	140.86	200	141	2,600	140.85	600
1,778,037,546,000	300274.XSHE	16,735,995	140.94	400	140.93	300	140.98	100	140.92	200	140.99	200	140.91	100	141	2,500	140.9	400	141.01	10,700	140.89	3,100
1,778,037,549,000	300274.XSHE	16,742,673	140.94	200	140.93	900	140.96	200	140.89	3,000	140.98	700	140.88	3,500	140.99	200	140.86	300	141	2,500	140.85	600
1,778,037,552,000	300274.XSHE	16,749,417	140.89	1,000	140.88	2,300	140.9	2,200	140.86	300	140.93	300	140.85	600	140.94	600	140.84	800	140.96	500	140.81	2,400
1,778,037,555,000	300274.XSHE	16,756,237	140.89	700	140.88	1,300	140.9	2,500	140.86	300	140.93	1,800	140.85	600	140.94	700	140.84	800	140.96	400	140.81	2,400
1,778,037,558,000	300274.XSHE	16,762,349	140.93	1,600	140.9	300	140.94	700	140.88	1,100	140.96	400	140.86	300	140.98	700	140.85	600	140.99	200	140.84	800
1,778,037,561,000	300274.XSHE	16,769,373	140.92	300	140.89	300	140.93	3,700	140.88	1,100	140.94	700	140.86	300	140.96	400	140.85	600	140.98	700	140.84	800
1,778,037,564,000	300274.XSHE	16,775,877	140.88	2,900	140.85	600	140.89	200	140.84	800	140.9	100	140.83	700	140.92	200	140.82	300	140.93	1,000	140.81	2,400
1,778,037,567,000	300274.XSHE	16,782,691	140.88	1,500	140.84	700	140.89	1,200	140.83	700	140.9	700	140.82	300	140.92	200	140.81	2,400	140.93	1,000	140.8	5,300
1,778,037,570,000	300274.XSHE	16,789,089	140.89	1,200	140.88	300	140.9	3,300	140.83	100	140.92	600	140.82	100	140.93	1,000	140.81	2,600	140.94	600	140.8	5,300
1,778,037,573,000	300274.XSHE	16,796,021	140.87	1,000	140.81	2,400	140.88	3,300	140.8	5,300	140.89	1,100	140.79	1,400	140.9	3,500	140.78	700	140.92	600	140.77	3,200
1,778,037,576,000	300274.XSHE	16,803,319	140.88	1,800	140.81	3,700	140.89	1,100	140.8	5,300	140.9	4,000	140.79	1,400	140.92	600	140.78	700	140.93	1,100	140.77	3,200
1,778,037,579,000	300274.XSHE	16,810,287	140.83	100	140.81	1,600	140.84	1,500	140.8	5,400	140.87	2,200	140.79	1,400	140.88	3,800	140.78	700	140.89	1,100	140.77	3,200
1,778,037,582,000	300274.XSHE	16,816,715	140.81	100	140.8	3,500	140.83	600	140.79	1,400	140.84	1,500	140.78	700	140.85	100	140.77	3,200	140.87	2,200	140.76	500
1,778,037,585,000	300274.XSHE	16,823,513	140.9	300	140.8	4,100	140.99	2,000	140.79	1,400	141	6,000	140.78	700	141.01	3,000	140.77	3,200	141.02	2,800	140.76	500
1,778,037,588,000	300274.XSHE	16,829,745	140.88	4,800	140.81	1,500	140.89	100	140.8	100	140.9	500	140.79	1,400	140.92	100	140.78	700	140.93	100	140.77	3,200
1,778,037,591,000	300274.XSHE	16,836,695	140.88	6,100	140.81	4,400	140.89	200	140.8	1,200	140.9	700	140.79	1,400	140.92	100	140.78	700	140.93	100	140.77	3,200
1,778,037,594,000	300274.XSHE	16,843,225	140.82	100	140.8	100	140.84	300	140.79	800	140.86	400	140.78	100	140.87	200	140.77	3,100	140.88	5,800	140.76	500
1,778,037,597,000	300274.XSHE	16,849,811	140.78	100	140.77	3,100	140.8	300	140.76	500	140.81	500	140.75	500	140.82	1,200	140.74	100	140.84	300	140.73	400
1,778,037,600,000	300274.XSHE	16,856,211	140.78	100	140.77	2,700	140.8	600	140.76	500	140.88	1,200	140.75	600	140.89	200	140.74	100	140.9	700	140.73	400
1,778,037,603,000	300274.XSHE	16,862,807	140.75	600	140.73	300	140.77	600	140.72	300	140.78	500	140.71	100	140.8	900	140.7	1,100	140.87	100	140.69	900
1,778,037,606,000	300274.XSHE	16,869,887	140.78	300	140.75	1,700	140.79	300	140.73	700	140.8	300	140.72	300	140.81	300	140.71	300	140.82	500	140.7	1,100
1,778,037,609,000	300274.XSHE	16,876,727	140.87	100	140.78	1,300	140.88	12,400	140.76	1,300	140.89	100	140.75	1,500	140.9	600	140.73	400	140.91	100	140.72	1,300
1,778,037,612,000	300274.XSHE	16,883,073	140.98	200	140.96	100	140.99	1,800	140.92	100	141	6,000	140.91	100	141.01	2,800	140.89	2,000	141.02	2,800	140.88	1,800
1,778,037,615,000	300274.XSHE	16,889,571	140.99	100	140.97	100	141	9,100	140.94	1,200	141.01	2,800	140.92	100	141.02	2,800	140.91	100	141.03	600	140.89	2,000
1,778,037,618,000	300274.XSHE	16,896,303	141	6,700	140.91	2,300	141.01	3,000	140.89	2,400	141.02	2,800	140.83	300	141.03	600	140.8	300	141.05	300	140.79	100
1,778,037,621,000	300274.XSHE	16,902,953	141.02	2,600	141.01	14,100	141.03	600	140.98	1,800	141.05	300	140.96	400	141.06	500	140.92	500	141.08	100	140.91	2,900
1,778,037,624,000	300274.XSHE	16,909,779	141.05	300	141.02	6,700	141.07	100	141.01	11,600	141.08	100	141	300	141.09	600	140.99	1,000	141.1	6,100	140.98	1,800
1,778,037,627,000	300274.XSHE	16,916,535	141.1	5,600	141.07	200	141.11	600	141.02	6,300	141.13	100	141.01	11,600	141.14	1,500	140.99	1,200	141.15	1,800	140.98	1,800
1,778,037,630,000	300274.XSHE	16,923,303	141.1	4,600	141.07	1,700	141.11	600	141.05	100	141.12	200	141.03	200	141.13	100	141.02	4,500	141.14	1,500	141.01	11,700
1,778,037,633,000	300274.XSHE	16,929,997	141.09	200	141.07	400	141.1	6,300	141.05	200	141.11	600	141.03	200	141.12	200	141.02	1,900	141.13	100	141.01	11,700
1,778,037,636,000	300274.XSHE	16,937,129	141.1	1,600	141.08	1,400	141.11	600	141.07	300	141.12	200	141.05	200	141.13	100	141.03	200	141.14	1,500	141.02	1,900
1,778,037,639,000	300274.XSHE	16,943,645	141.02	200	141.01	11,600	141.09	800	140.99	1,200	141.1	700	140.98	1,800	141.11	600	140.96	400	141.12	200	140.92	600
1,778,037,642,000	300274.XSHE	16,950,243	141.06	100	141.02	500	141.07	4,600	141.01	11,900	141.08	100	141	100	141.11	600	140.99	1,200	141.13	1,700	140.98	1,800
1,778,037,645,000	300274.XSHE	16,956,927	141.07	400	141.01	10,700	141.08	900	141	100	141.11	600	140.99	1,200	141.12	900	140.98	1,800	141.13	2,700	140.96	400
1,778,037,648,000	300274.XSHE	16,963,201	141.07	1,200	141.06	100	141.08	900	141.01	10,700	141.09	3,700	141	200	141.1	1,300	140.99	1,200	141.11	4,500	140.98	1,800
1,778,037,651,000	300274.XSHE	16,969,921	141.08	2,600	141.07	100	141.09	3,800	141.06	1,200	141.1	1,300	141.02	400	141.11	4,500	141.01	10,700	141.12	1,500	141	200
1,778,037,654,000	300274.XSHE	16,977,305	141.08	3,200	141.07	300	141.09	4,100	141.06	300	141.1	1,400	141.02	400	141.11	4,500	141.01	10,700	141.12	1,700	141	2,700
1,778,037,657,000	300274.XSHE	16,983,523	141.07	1,500	141.06	100	141.08	2,900	141.01	8,800	141.09	4,100	141	2,700	141.1	1,400	140.99	1,200	141.11	4,600	140.98	2,000
1,778,037,660,000	300274.XSHE	16,990,315	141.07	1,900	141.05	100	141.08	2,700	141.03	100	141.09	4,100	141.01	7,200	141.1	1,400	141	2,700	141.11	4,600	140.99	1,200
1,778,037,663,000	300274.XSHE	16,996,863	141.03	100	141.01	7,200	141.05	100	141	2,700	141.06	300	140.99	1,200	141.07	2,700	140.98	2,000	141.08	2,700	140.96	400
1,778,037,666,000	300274.XSHE	17,003,569	141.06	100	141.01	3,400	141.07	2,500	141	2,600	141.08	2,600	140.99	1,200	141.09	4,200	140.98	2,000	141.1	1,400	140.96	400
1,778,037,669,000	300274.XSHE	17,010,461	141.05	1,200	141.02	2,200	141.06	100	141.01	4,700	141.07	2,400	141	3,600	141.08	2,800	140.99	1,200	141.09	4,200	140.98	2,000
1,778,037,672,000	300274.XSHE	17,017,221	141.04	200	141.03	2,400	141.05	1,200	141.02	2,300	141.06	100	141.01	4,700	141.07	2,400	141	3,800	141.08	1,900	140.99	2,200
1,778,037,675,000	300274.XSHE	17,023,773	141.05	500	141.04	100	141.06	100	141.03	700	141.07	2,400	141.02	2,300	141.08	2,300	141.01	4,900	141.09	4,400	141	5,000
1,778,037,678,000	300274.XSHE	17,030,305	141.06	1,700	141.05	400	141.07	2,400	141.04	700	141.08	2,300	141.03	100	141.09	4,500	141.01	4,900	141.1	1,700	141	5,000
1,778,037,681,000	300274.XSHE	17,037,403	141.05	2,900	141.04	3,700	141.06	1,700	141.02	1,000	141.07	2,400	141.01	4,600	141.08	2,300	141	4,100	141.09	4,500	140.99	1,200
1,778,037,684,000	300274.XSHE	17,043,875	141.05	7,800	141.04	3,800	141.06	1,700	141.02	1,000	141.07	2,400	141.01	4,600	141.08	2,300	141	4,100	141.09	4,500	140.99	1,200
1,778,037,687,000	300274.XSHE	17,050,439	141.05	4,700	141.04	2,700	141.06	2,100	141.02	1,300	141.07	2,400	141.01	5,200	141.08	2,300	141	4,100	141.09	4,500	140.99	1,200
1,778,037,690,000	300274.XSHE	17,056,985	141.05	1,700	141.04	1,800	141.06	2,300	141.02	1,300	141.07	2,400	141.01	5,200	141.08	2,300	141	4,100	141.09	4,500	140.99	1,200
1,778,037,693,000	300274.XSHE	17,063,623	141.05	3,600	141.04	900	141.06	2,300	141.02	1,300	141.07	2,400	141.01	5,200	141.08	2,300	141	4,000	141.09	4,500	140.99	1,200
1,778,037,696,000	300274.XSHE	17,070,133	141.05	2,500	141.04	500	141.06	2,300	141.02	2,200	141.07	2,400	141.01	5,700	141.08	2,300	141	4,000	141.09	4,500	140.99	7,500
1,778,037,699,000	300274.XSHE	17,077,015	141.1	1,400	141.09	500	141.11	4,600	141.05	1,800	141.12	1,600	141.04	200	141.13	3,100	141.02	2,500	141.14	1,500	141.01	5,300
1,778,037,702,000	300274.XSHE	17,083,667	141.1	700	141.09	600	141.11	1,300	141.05	200	141.12	500	141.04	500	141.13	3,100	141.02	2,500	141.14	1,500	141.01	5,300
1,778,037,705,000	300274.XSHE	17,089,889	141.09	300	141.04	100	141.1	800	141.02	2,600	141.11	1,300	141.01	5,300	141.12	500	141	4,000	141.13	3,100	140.99	7,800
1,778,037,708,000	300274.XSHE	17,096,655	141.09	400	141.05	700	141.1	2,300	141.04	500	141.11	1,300	141.02	1,600	141.12	500	141.01	5,300	141.13	3,100	141	4,000
1,778,037,711,000	300274.XSHE	17,103,179	141.09	700	141.05	4,600	141.1	3,000	141.04	500	141.11	1,300	141.02	1,600	141.12	700	141.01	5,300	141.13	3,100	141	4,000
1,778,037,714,000	300274.XSHE	17,109,789	141.09	7,000	141.05	3,800	141.1	3,000	141.04	500	141.11	1,300	141.03	1,000	141.12	800	141.02	1,900	141.13	3,100	141.01	5,300
1,778,037,717,000	300274.XSHE	17,116,323	141.05	2,100	141.04	500	141.09	4,600	141.03	1,000	141.1	3,000	141.02	1,900	141.11	1,300	141.01	5,300	141.12	800	141	4,000
1,778,037,720,000	300274.XSHE	17,123,193	141.05	9,400	141.03	1,000	141.09	4,700	141.02	1,900	141.1	3,000	141.01	5,300	141.11	1,300	141	4,000	141.12	600	140.99	7,800
1,778,037,723,000	300274.XSHE	17,129,531	141.04	3,300	141.03	900	141.05	10,600	141.02	1,900	141.09	4,700	141.01	5,300	141.1	3,000	141	4,000	141.11	1,300	140.99	7,800
1,778,037,726,000	300274.XSHE	17,136,417	141.03	600	141.01	2,400	141.04	11,800	141	4,900	141.05	4,100	140.99	7,700	141.08	100	140.98	2,000	141.09	4,700	140.96	400
1,778,037,729,000	300274.XSHE	17,143,213	141.02	6,800	141	700	141.03	3,700	140.99	7,700	141.04	4,000	140.98	2,000	141.05	4,100	140.96	400	141.08	100	140.95	100
1,778,037,732,000	300274.XSHE	17,149,633	140.99	100	140.98	300	141.02	6,700	140.97	700	141.03	4,300	140.96	400	141.04	3,800	140.95	100	141.05	4,100	140.91	200
1,778,037,735,000	300274.XSHE	17,156,365	140.96	1,600	140.91	100	140.98	100	140.9	400	140.99	4,900	140.88	100	141.01	100	140.87	500	141.02	900	140.84	400
1,778,037,738,000	300274.XSHE	17,162,701	140.96	2,400	140.91	1,500	140.98	100	140.9	400	140.99	1,400	140.88	100	141	100	140.87	700	141.01	100	140.84	400
1,778,037,741,000	300274.XSHE	17,169,803	140.9	300	140.88	100	140.91	300	140.87	700	140.92	300	140.84	400	140.93	600	140.82	200	140.94	700	140.8	1,400
1,778,037,744,000	300274.XSHE	17,176,759	140.95	300	140.9	300	140.96	700	140.88	400	140.98	500	140.87	700	140.99	1,400	140.86	1,100	141	100	140.84	400
1,778,037,747,000	300274.XSHE	17,183,279	140.91	200	140.87	300	140.92	300	140.86	1,100	140.93	300	140.85	100	140.94	300	140.84	400	140.95	400	140.83	100
1,778,037,750,000	300274.XSHE	17,189,945	140.92	200	140.86	200	140.95	500	140.85	100	140.96	400	140.84	500	140.98	100	140.83	100	140.99	1,400	140.82	300
1,778,037,753,000	300274.XSHE	17,196,719	140.96	500	140.93	100	140.98	400	140.86	200	140.99	1,400	140.85	100	141	2,100	140.84	800	141.01	100	140.83	100
1,778,037,756,000	300274.XSHE	17,203,807	140.93	1,900	140.86	100	140.96	200	140.84	800	140.98	400	140.83	100	140.99	1,400	140.82	300	141	2,200	140.81	100
1,778,037,759,000	300274.XSHE	17,210,471	140.95	600	140.91	200	140.97	300	140.86	100	140.98	7,300	140.84	1,100	140.99	900	140.83	200	141	2,400	140.8	300
1,778,037,762,000	300274.XSHE	17,217,019	141.03	2,300	140.99	900	141.04	3,300	140.98	2,400	141.05	3,900	140.93	21,100	141.06	2,400	140.92	100	141.07	100	140.91	1,200
1,778,037,765,000	300274.XSHE	17,223,693	141	1,000	140.93	19,400	141.03	2,200	140.92	100	141.04	3,300	140.91	1,200	141.05	3,900	140.9	200	141.06	3,600	140.87	100
1,778,037,768,000	300274.XSHE	17,230,079	141.03	2,200	141.02	1,700	141.04	3,300	140.93	20,200	141.05	3,800	140.92	100	141.06	4,700	140.91	1,200	141.07	100	140.9	400
1,778,037,771,000	300274.XSHE	17,236,821	141.02	100	140.99	200	141.03	2,900	140.95	4,000	141.04	3,300	140.94	200	141.05	3,800	140.93	20,200	141.06	4,700	140.92	100

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