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 ⌀
1,778,035,374,000	300274.XSHE	11,776,143	140.82	1,835	140.81	4,500	140.83	600	140.8	3,433	140.9	1,400	140.79	4,300	140.91	200	140.78	6,500	140.92	800	140.77	12,800
1,778,035,377,000	300274.XSHE	11,783,045	140.9	1,735	140.83	1,200	140.91	100	140.82	100	140.92	800	140.81	3,900	140.93	100	140.8	3,933	140.94	900	140.79	3,100
1,778,035,380,000	300274.XSHE	11,790,241	140.81	30,500	140.8	6,833	140.82	1,100	140.79	3,100	140.89	11,500	140.78	7,100	140.9	4,235	140.77	11,800	140.91	100	140.76	5,700
1,778,035,383,000	300274.XSHE	11,797,605	140.9	2,535	140.84	1,100	140.92	300	140.83	2,400	140.95	2,100	140.82	2,600	140.97	400	140.81	500	140.98	100	140.8	7,133
1,778,035,386,000	300274.XSHE	11,804,965	140.92	235	140.84	2,300	140.95	2,100	140.83	1,900	140.97	400	140.82	1,400	140.98	100	140.81	1,700	140.99	348	140.8	9,633
1,778,035,389,000	300274.XSHE	11,812,395	140.99	448	140.93	100	141	8,500	140.92	1,765	141.03	700	140.9	100	141.05	200	140.86	2,200	141.06	800	140.85	9,600
1,778,035,392,000	300274.XSHE	11,819,087	141.03	600	141	3,552	141.06	700	140.99	100	141.07	100	140.94	500	141.11	1,400	140.92	3,465	141.13	3,800	140.9	300
1,778,035,395,000	300274.XSHE	11,826,545	141.03	1,200	141	3,352	141.06	700	140.99	1,200	141.07	100	140.97	200	141.11	1,400	140.94	500	141.12	200	140.93	200
1,778,035,398,000	300274.XSHE	11,833,291	141.07	200	141.03	500	141.11	1,200	141.02	500	141.12	300	141	4,352	141.13	3,900	140.99	1,100	141.14	1,600	140.97	200
1,778,035,401,000	300274.XSHE	11,840,771	141.1	700	141.07	1,200	141.11	300	141.03	2,600	141.12	300	141.02	500	141.13	3,900	141.01	200	141.14	1,600	141	3,752
1,778,035,404,000	300274.XSHE	11,847,491	141.02	1,600	140.92	1,165	141.03	1,200	140.9	4,400	141.04	1,700	140.88	200	141.05	2,148	140.85	7,500	141.07	3,400	140.84	400
1,778,035,407,000	300274.XSHE	11,854,173	141.01	200	140.92	365	141.02	1,300	140.9	5,300	141.03	2,200	140.88	200	141.04	1,700	140.85	7,500	141.05	2,148	140.84	400
1,778,035,410,000	300274.XSHE	11,861,529	140.98	100	140.9	4,800	140.99	100	140.89	100	141	300	140.88	200	141.01	1,035	140.85	7,500	141.02	1,700	140.84	200
1,778,035,413,000	300274.XSHE	11,868,697	140.99	800	140.92	800	141	1,600	140.9	4,400	141.01	1,035	140.89	100	141.02	1,700	140.88	200	141.03	1,200	140.85	7,900
1,778,035,416,000	300274.XSHE	11,875,499	140.92	600	140.86	1,600	140.93	1,100	140.85	7,600	140.94	100	140.84	200	140.96	2,100	140.83	600	140.97	2,400	140.82	3,200
1,778,035,419,000	300274.XSHE	11,882,519	140.92	100	140.86	1,800	140.97	400	140.85	7,500	140.98	1,300	140.84	200	140.99	2,000	140.83	600	141	2,300	140.82	3,200
1,778,035,422,000	300274.XSHE	11,889,523	140.92	100	140.87	300	140.93	100	140.86	2,400	140.97	400	140.85	7,500	140.98	1,300	140.84	200	140.99	2,000	140.83	600
1,778,035,425,000	300274.XSHE	11,896,165	140.88	1,000	140.87	1,200	140.89	100	140.86	2,400	140.92	2,300	140.85	7,200	140.93	500	140.84	200	140.94	100	140.83	600
1,778,035,428,000	300274.XSHE	11,903,311	140.92	2,000	140.87	400	140.93	600	140.86	3,200	140.94	100	140.85	7,300	140.95	1,100	140.84	200	140.96	3,200	140.83	2,000
1,778,035,431,000	300274.XSHE	11,910,651	140.86	600	140.82	2,500	140.87	1,900	140.81	1,700	140.88	100	140.8	16,700	140.92	2,100	140.79	2,800	140.93	800	140.78	6,100
1,778,035,434,000	300274.XSHE	11,917,771	140.86	1,800	140.85	1,000	140.87	9,694	140.84	200	140.88	400	140.83	400	140.9	700	140.82	2,500	140.92	4,000	140.81	1,600
1,778,035,437,000	300274.XSHE	11,924,363	140.86	1,200	140.85	1,500	140.87	9,694	140.83	100	140.88	400	140.82	3,100	140.9	700	140.81	2,700	140.92	2,800	140.8	17,700
1,778,035,440,000	300274.XSHE	11,931,411	140.85	300	140.82	3,100	140.86	4,700	140.81	2,700	140.87	11,394	140.8	19,400	140.88	400	140.79	2,700	140.9	1,100	140.78	6,400
1,778,035,443,000	300274.XSHE	11,938,743	140.83	1,600	140.82	300	140.84	1,900	140.81	2,700	140.85	2,500	140.8	19,900	140.86	700	140.79	2,700	140.87	11,394	140.78	6,400
1,778,035,446,000	300274.XSHE	11,945,605	140.8	9,400	140.79	1,700	140.82	200	140.78	6,900	140.83	1,000	140.77	11,300	140.85	3,100	140.76	5,700	140.86	800	140.75	700
1,778,035,449,000	300274.XSHE	11,952,781	140.82	4,400	140.8	1,200	140.83	1,000	140.79	900	140.85	3,100	140.78	7,200	140.86	700	140.77	11,400	140.87	11,194	140.76	5,700
1,778,035,452,000	300274.XSHE	11,959,651	140.85	1,200	140.8	5,600	140.86	800	140.79	1,000	140.87	11,194	140.78	7,200	140.88	700	140.77	11,400	140.9	700	140.76	5,700
1,778,035,455,000	300274.XSHE	11,966,591	140.86	800	140.85	100	140.87	11,000	140.82	700	140.88	700	140.8	5,600	140.9	100	140.79	1,200	140.92	2,100	140.78	7,600
1,778,035,458,000	300274.XSHE	11,973,811	140.87	10,700	140.85	100	140.88	400	140.83	200	140.9	100	140.82	100	140.92	2,100	140.81	200	140.93	700	140.8	6,800
1,778,035,461,000	300274.XSHE	11,981,105	140.84	1,300	140.83	100	140.86	200	140.82	100	140.87	10,500	140.81	200	140.88	400	140.8	9,600	140.89	200	140.79	1,800
1,778,035,464,000	300274.XSHE	11,988,087	140.85	4,100	140.81	200	140.86	600	140.8	16,000	140.87	11,800	140.79	1,700	140.88	400	140.78	8,800	140.89	200	140.77	11,500
1,778,035,467,000	300274.XSHE	11,994,719	140.85	1,900	140.84	800	140.86	600	140.81	1,000	140.87	11,800	140.8	16,400	140.88	400	140.79	1,700	140.89	200	140.78	9,000
1,778,035,470,000	300274.XSHE	12,001,715	140.86	200	140.85	800	140.87	11,800	140.84	3,006	140.88	400	140.83	600	140.89	200	140.82	100	140.9	400	140.81	2,200
1,778,035,473,000	300274.XSHE	12,009,071	140.86	700	140.84	4,706	140.87	9,400	140.83	600	140.88	400	140.82	2,100	140.89	200	140.81	8,200	140.9	400	140.8	21,500
1,778,035,476,000	300274.XSHE	12,016,097	140.86	200	140.84	5,706	140.87	9,500	140.83	600	140.88	400	140.82	2,700	140.89	200	140.81	8,300	140.9	400	140.8	21,400
1,778,035,479,000	300274.XSHE	12,023,353	140.87	9,300	140.86	1,200	140.88	400	140.85	6,800	140.89	800	140.84	6,206	140.9	400	140.83	800	140.91	100	140.82	3,000
1,778,035,482,000	300274.XSHE	12,030,139	140.87	9,000	140.86	3,700	140.88	400	140.85	7,600	140.89	1,000	140.84	6,106	140.9	400	140.83	1,000	140.91	100	140.82	3,000
1,778,035,485,000	300274.XSHE	12,036,887	140.87	7,700	140.86	4,400	140.88	400	140.85	7,700	140.89	1,000	140.84	5,806	140.9	400	140.83	1,000	140.91	100	140.82	3,000
1,778,035,488,000	300274.XSHE	12,044,015	140.9	500	140.87	5,100	140.91	100	140.86	2,300	140.92	1,800	140.85	4,900	140.93	700	140.84	5,506	140.94	100	140.83	1,000
1,778,035,491,000	300274.XSHE	12,051,243	140.96	1,000	140.91	1,500	140.98	2,300	140.87	5,000	140.99	800	140.86	3,900	141	11,700	140.85	5,900	141.01	835	140.84	5,400
1,778,035,494,000	300274.XSHE	12,057,829	140.98	2,300	140.92	200	140.99	800	140.91	1,800	141	11,600	140.9	1,400	141.01	835	140.88	100	141.02	5,300	140.87	9,500
1,778,035,497,000	300274.XSHE	12,064,619	140.98	1,800	140.94	100	140.99	900	140.93	400	141	11,400	140.9	800	141.01	835	140.88	2,600	141.02	5,300	140.87	9,500
1,778,035,500,000	300274.XSHE	12,072,073	140.85	600	140.84	400	140.86	2,400	140.83	1,100	140.87	800	140.82	1,000	140.9	3,300	140.81	3,900	140.91	2,700	140.8	21,300
1,778,035,503,000	300274.XSHE	12,079,061	140.78	11,200	140.77	1,100	140.79	1,000	140.76	5,700	140.8	1,600	140.75	1,000	140.81	9,600	140.74	400	140.82	700	140.73	100
1,778,035,506,000	300274.XSHE	12,086,281	140.77	700	140.76	5,000	140.78	10,000	140.75	1,100	140.79	1,700	140.74	1,300	140.8	1,500	140.73	100	140.81	9,600	140.71	1,100
1,778,035,509,000	300274.XSHE	12,093,215	140.77	4,600	140.76	1,100	140.78	10,300	140.75	1,100	140.79	1,700	140.74	1,300	140.8	800	140.73	100	140.81	9,600	140.71	1,100
1,778,035,512,000	300274.XSHE	12,099,983	140.77	237	140.76	100	140.78	10,400	140.75	200	140.79	1,700	140.74	1,300	140.8	800	140.73	300	140.81	9,600	140.71	1,300
1,778,035,515,000	300274.XSHE	12,107,073	140.86	5,400	140.83	1,400	140.88	100	140.82	1,400	140.9	2,800	140.78	2,300	140.91	4,400	140.77	5,800	140.94	100	140.76	400
1,778,035,518,000	300274.XSHE	12,114,445	140.86	4,400	140.84	2,300	140.88	100	140.83	100	140.9	2,800	140.82	100	140.94	100	140.78	1,500	140.96	100	140.77	7,500
1,778,035,521,000	300274.XSHE	12,121,603	140.84	100	140.82	100	140.86	3,800	140.79	500	140.88	1,100	140.78	800	140.94	100	140.77	7,100	140.96	100	140.76	400
1,778,035,524,000	300274.XSHE	12,128,791	140.83	300	140.8	100	140.84	1,000	140.79	500	140.86	3,200	140.78	800	140.88	1,100	140.77	11,600	140.94	100	140.76	400
1,778,035,527,000	300274.XSHE	12,135,983	140.82	1,800	140.8	200	140.86	400	140.79	500	140.88	1,600	140.78	1,700	140.89	2,000	140.77	11,400	140.9	100	140.76	400
1,778,035,530,000	300274.XSHE	12,142,873	140.82	700	140.81	2,400	140.84	700	140.8	1,700	140.86	900	140.79	700	140.88	1,400	140.78	6,900	140.89	2,000	140.77	11,400
1,778,035,533,000	300274.XSHE	12,150,347	140.83	700	140.82	100	140.84	1,000	140.8	300	140.86	900	140.79	2,000	140.88	1,400	140.78	7,100	140.89	2,000	140.77	11,500
1,778,035,536,000	300274.XSHE	12,157,345	140.81	100	140.8	1,200	140.84	600	140.79	1,800	140.86	900	140.78	7,100	140.88	1,400	140.77	11,700	140.89	2,000	140.76	9,200
1,778,035,539,000	300274.XSHE	12,164,683	140.83	100	140.82	100	140.84	200	140.81	3,500	140.86	1,100	140.8	200	140.88	1,400	140.79	2,800	140.89	2,000	140.78	7,100
1,778,035,542,000	300274.XSHE	12,171,511	140.83	600	140.82	700	140.84	700	140.81	3,900	140.86	1,300	140.8	400	140.88	1,400	140.79	2,800	140.89	2,000	140.78	7,300
1,778,035,545,000	300274.XSHE	12,178,543	140.86	3,000	140.83	900	140.88	1,400	140.82	700	140.89	2,000	140.81	4,900	140.9	100	140.8	7,200	140.92	200	140.79	2,600
1,778,035,548,000	300274.XSHE	12,185,599	140.82	3,200	140.8	14,200	140.85	555	140.79	3,400	140.86	3,000	140.78	8,600	140.87	100	140.77	9,400	140.88	1,400	140.76	9,300
1,778,035,551,000	300274.XSHE	12,192,827	140.83	755	140.8	15,000	140.84	100	140.79	3,400	140.88	1,400	140.78	8,600	140.89	2,000	140.77	9,400	140.9	100	140.76	9,600
1,778,035,554,000	300274.XSHE	12,199,751	140.85	100	140.83	2,245	140.87	500	140.81	4,100	140.88	1,400	140.8	16,600	140.89	2,000	140.79	3,400	140.9	100	140.78	8,600
1,778,035,557,000	300274.XSHE	12,206,605	140.83	6,900	140.8	11,445	140.84	200	140.79	3,400	140.85	1,200	140.78	8,900	140.87	700	140.77	10,200	140.88	1,400	140.76	9,600
1,778,035,560,000	300274.XSHE	12,213,743	140.83	3,100	140.8	12,224	140.84	100	140.79	3,400	140.85	1,200	140.78	9,000	140.87	700	140.77	10,200	140.88	1,400	140.76	9,600
1,778,035,563,000	300274.XSHE	12,220,567	140.82	200	140.81	100	140.83	600	140.8	12,524	140.84	1,000	140.79	3,500	140.85	2,300	140.78	9,100	140.87	700	140.77	10,200
1,778,035,566,000	300274.XSHE	12,228,081	140.83	900	140.81	1,500	140.84	1,000	140.8	13,424	140.85	2,300	140.79	3,500	140.87	700	140.78	9,300	140.88	1,700	140.77	10,200
1,778,035,569,000	300274.XSHE	12,235,133	140.85	2,100	140.82	2,300	140.87	700	140.81	1,900	140.88	1,700	140.8	13,424	140.89	2,000	140.79	3,500	140.9	100	140.78	9,300
1,778,035,572,000	300274.XSHE	12,242,337	140.85	3,600	140.84	700	140.87	200	140.83	2,400	140.88	1,300	140.82	3,900	140.89	2,000	140.81	3,100	140.9	100	140.8	13,624
1,778,035,575,000	300274.XSHE	12,249,615	140.84	500	140.83	1,000	140.85	2,900	140.82	5,300	140.87	200	140.81	3,100	140.88	1,300	140.8	14,424	140.89	2,000	140.79	3,500
1,778,035,578,000	300274.XSHE	12,256,381	140.85	3,500	140.84	500	140.86	300	140.83	2,000	140.87	1,300	140.82	13,400	140.88	1,300	140.81	3,800	140.89	2,000	140.8	15,124
1,778,035,581,000	300274.XSHE	12,263,393	140.86	300	140.85	6,700	140.87	1,300	140.84	2,200	140.88	1,300	140.83	1,800	140.89	2,000	140.82	13,100	140.9	200	140.81	6,500
1,778,035,584,000	300274.XSHE	12,270,425	140.86	200	140.85	1,700	140.87	600	140.84	3,600	140.88	1,300	140.83	1,800	140.89	2,000	140.82	13,300	140.9	200	140.81	6,500
1,778,035,587,000	300274.XSHE	12,277,397	140.86	300	140.85	5,000	140.87	800	140.84	3,700	140.88	1,100	140.83	5,300	140.89	2,000	140.82	13,300	140.9	700	140.81	5,500
1,778,035,590,000	300274.XSHE	12,284,139	140.86	100	140.85	5,700	140.87	1,100	140.84	4,200	140.88	1,100	140.83	6,200	140.89	2,000	140.82	13,800	140.9	700	140.81	5,200
1,778,035,593,000	300274.XSHE	12,291,125	140.86	100	140.85	4,400	140.87	900	140.84	4,800	140.88	1,100	140.83	6,200	140.89	2,000	140.82	13,700	140.9	700	140.81	5,600
1,778,035,596,000	300274.XSHE	12,298,583	140.87	400	140.86	1,300	140.88	1,300	140.85	6,500	140.89	2,000	140.84	5,700	140.9	700	140.83	6,200	140.93	300	140.82	14,200
1,778,035,599,000	300274.XSHE	12,305,647	140.88	1,300	140.87	600	140.89	2,000	140.86	8,100	140.9	1,000	140.85	6,800	140.93	300	140.84	5,500	140.94	100	140.83	6,200
1,778,035,602,000	300274.XSHE	12,312,441	140.88	2,200	140.87	500	140.89	2,000	140.86	6,200	140.9	1,000	140.85	4,100	140.93	300	140.84	5,500	140.94	100	140.83	6,200
1,778,035,605,000	300274.XSHE	12,319,435	140.93	700	140.9	2,500	140.94	100	140.86	7,700	140.95	100	140.85	4,300	140.96	300	140.84	5,700	140.98	1,600	140.83	5,700
1,778,035,608,000	300274.XSHE	12,326,289	140.96	600	140.91	500	140.98	1,600	140.9	3,000	140.99	2,100	140.88	7,400	141	52,900	140.87	400	141.01	935	140.86	6,200
1,778,035,611,000	300274.XSHE	12,333,497	140.98	800	140.93	1,300	140.99	2,100	140.92	600	141	51,800	140.91	800	141.01	935	140.9	3,800	141.02	4,100	140.88	9,800
1,778,035,614,000	300274.XSHE	12,340,341	140.98	1,100	140.96	100	140.99	2,100	140.93	2,100	141	51,900	140.92	2,300	141.01	935	140.91	900	141.02	100	140.9	1,900
1,778,035,617,000	300274.XSHE	12,347,387	141	35,400	140.98	1,900	141.01	935	140.96	2,600	141.02	100	140.95	1,100	141.03	800	140.94	1,300	141.04	200	140.93	2,400
1,778,035,620,000	300274.XSHE	12,354,629	140.98	500	140.94	200	140.99	3,400	140.92	2,100	141	35,200	140.91	800	141.01	1,035	140.9	1,500	141.02	100	140.89	200
1,778,035,623,000	300274.XSHE	12,361,863	140.94	200	140.92	1,600	140.96	1,000	140.91	1,600	141	35,200	140.9	1,500	141.01	1,035	140.89	200	141.02	100	140.88	7,100
1,778,035,626,000	300274.XSHE	12,368,775	140.92	100	140.91	400	140.94	3,900	140.9	1,500	140.96	11,000	140.89	1,200	140.98	200	140.88	7,100	141	35,100	140.87	700
1,778,035,629,000	300274.XSHE	12,375,889	140.91	400	140.9	100	140.93	800	140.89	500	140.94	4,000	140.88	7,100	140.96	11,000	140.87	700	140.98	300	140.86	6,600
1,778,035,632,000	300274.XSHE	12,382,523	140.91	300	140.9	1,300	140.92	1,800	140.88	6,200	140.93	1,000	140.87	1,700	140.94	4,100	140.86	6,600	140.96	11,000	140.85	3,100
1,778,035,635,000	300274.XSHE	12,389,939	140.88	1,200	140.87	400	140.89	200	140.86	6,000	140.9	2,000	140.85	3,200	140.91	1,800	140.84	3,500	140.92	1,500	140.83	3,600
1,778,035,638,000	300274.XSHE	12,396,563	140.84	500	140.83	2,800	140.85	100	140.82	8,500	140.86	1,100	140.81	5,300	140.87	3,500	140.8	11,924	140.88	1,400	140.79	2,300
1,778,035,641,000	300274.XSHE	12,404,103	140.87	900	140.84	2,600	140.88	1,400	140.83	1,400	140.89	800	140.82	8,500	140.9	7,800	140.81	5,300	140.91	1,200	140.8	11,924
1,778,035,644,000	300274.XSHE	12,411,101	140.87	700	140.84	4,100	140.88	1,500	140.83	6,900	140.89	800	140.82	8,500	140.9	7,600	140.81	5,500	140.91	1,200	140.8	12,024
1,778,035,647,000	300274.XSHE	12,418,067	140.87	400	140.84	1,100	140.88	1,500	140.83	7,400	140.89	800	140.82	8,500	140.9	7,600	140.81	5,500	140.91	1,200	140.8	11,924
1,778,035,650,000	300274.XSHE	12,425,059	140.87	800	140.86	1,300	140.88	300	140.85	4,000	140.89	800	140.84	6,100	140.9	7,600	140.83	8,700	140.91	1,100	140.82	8,500
1,778,035,653,000	300274.XSHE	12,432,003	140.89	400	140.85	1,000	140.9	6,800	140.84	6,900	140.91	1,100	140.83	8,800	140.92	4,400	140.82	8,500	140.93	900	140.81	9,500
1,778,035,656,000	300274.XSHE	12,439,265	140.88	200	140.87	3,300	140.89	1,500	140.86	300	140.9	7,100	140.85	1,100	140.91	1,100	140.84	9,100	140.92	4,400	140.83	9,600
1,778,035,659,000	300274.XSHE	12,445,905	140.9	7,100	140.88	100	140.91	1,100	140.87	800	140.92	4,400	140.86	500	140.93	900	140.85	2,100	140.94	4,500	140.84	12,200
1,778,035,662,000	300274.XSHE	12,452,805	140.89	100	140.87	100	140.9	8,600	140.81	8,800	140.91	700	140.8	12,424	140.92	4,400	140.79	3,100	140.93	400	140.78	3,500
1,778,035,665,000	300274.XSHE	12,459,679	140.85	500	140.81	8,200	140.86	300	140.8	12,624	140.87	500	140.79	3,100	140.89	1,200	140.78	3,500	140.9	8,600	140.77	9,000
1,778,035,668,000	300274.XSHE	12,467,007	140.88	1,300	140.86	200	140.89	1,100	140.85	1,100	140.9	8,600	140.82	100	140.91	700	140.81	10,500	140.92	4,300	140.8	12,024
1,778,035,671,000	300274.XSHE	12,473,843	140.82	5,100	140.81	10,200	140.86	100	140.8	14,124	140.87	100	140.79	3,100	140.88	1,600	140.78	3,800	140.89	1,400	140.77	9,000

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