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tipani
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Shanghai-License-Plate-Auction

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Tabular Regression

Time Series Forecasting

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train · 87 rows

Year int64 2.01k 2.02k	Month int64 1 12	Plates int64 7.4k 18.3k	Auctioners int64 41.9k 278k	Success rate float64 0.04 0.19	Startprice int64 72.6k 91.7k	11:29:00 int64 0 4.7k	11:29:01 int64 0 4.7k	11:29:02 int64 0 4.7k	11:29:03 int64 0 4.7k	11:29:04 int64 0 4.7k	11:29:05 int64 0 4.7k	11:29:06 int64 0 4.7k	11:29:07 int64 0 4.7k	11:29:08 int64 0 4.8k	11:29:09 int64 0 4.8k	11:29:10 int64 0 4.8k	11:29:11 int64 0 4.8k	11:29:12 int64 0 4.8k	11:29:13 int64 0 4.8k	11:29:14 int64 0 4.8k	11:29:15 int64 0 4.8k	11:29:16 int64 0 4.8k	11:29:17 int64 0 4.8k	11:29:18 int64 0 4.8k	11:29:19 int64 0 4.8k	11:29:20 int64 0 4.8k	11:29:21 int64 0 4.8k	11:29:22 int64 0 4.8k	11:29:23 int64 0 4.8k	11:29:24 int64 0 4.8k	11:29:25 int64 0 4.8k	11:29:26 int64 0 4.8k	11:29:27 int64 0 4.8k	11:29:28 int64 0 4.9k	11:29:29 int64 0 4.9k	11:29:30 int64 0 4.9k	11:29:31 int64 0 4.9k	11:29:32 int64 100 4.9k	11:29:33 int64 300 4.9k	11:29:34 int64 300 4.9k	11:29:35 int64 300 4.9k	11:29:36 int64 300 5k	11:29:37 int64 300 5k	11:29:38 int64 300 5k	11:29:39 int64 300 5k	11:29:40 int64 300 5.1k	11:29:41 int64 300 5.1k	11:29:42 int64 300 5.1k	11:29:43 int64 300 5.1k	11:29:44 int64 300 5.1k	11:29:45 int64 300 5.1k	11:29:46 int64 300 5.1k	11:29:47 int64 300 5.1k	11:29:48 int64 300 5.1k	11:29:49 int64 300 5.2k	11:29:50 int64 300 5.2k	11:29:51 int64 300 5.2k	11:29:52 int64 300 5.2k	11:29:53 int64 300 5.3k	11:29:54 int64 300 5.3k	11:29:55 int64 300 5.4k	11:29:56 int64 300 5.4k	11:29:57 int64 300 5.4k	11:29:58 int64 300 5.4k	11:29:59 int64 300 5.4k	11:30:00 int64 300 5.4k
2,014	1	8,100	41,946	0.1931	72,600	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	100	200	300	300	300	300	300	300	300	300	300	300	300	300	300	300	400	500	600	600	600	600	600	600	600	600	800	900	900	900
2,014	2	7,400	45,758	0.1617	72,600	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	100	200	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	500	600	600	600	600	600	600	600
2,014	3	7,400	61,853	0.1196	72,600	300	300	300	300	300	300	300	300	300	300	300	400	400	500	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	700	700	800	800	900	900	900	900	900	900	900	900	900	900	900	900	900	1,000	1,000	1,100	1,100	1,100	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200
2,014	4	8,200	94,241	0.087	72,600	500	500	500	500	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	700	700	700	800	800	900	900	900	900	900	900	900	900	900	900	900	1,100	1,100	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,400	1,400	1,400	1,400	1,400
2,014	5	7,400	114,121	0.0648	72,600	600	700	700	700	700	800	800	800	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	1,000	1,000	1,000	1,000	1,000	1,100	1,100	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,300	1,400	1,500	1,500	1,500	1,500	1,500	1,500	1,600	1,600	1,600	1,700	1,700	1,800	1,800	1,800	1,800	1,800	1,800	1,800
2,014	6	7,400	135,677	0.0545	72,600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	800	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	1,000	1,000	1,100	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200
2,014	7	7,400	136,098	0.0544	72,600	700	700	800	800	800	900	900	900	900	900	900	900	900	900	900	1,000	1,000	1,000	1,100	1,100	1,200	1,200	1,200	1,200	1,200	1,300	1,300	1,300	1,300	1,400	1,400	1,500	1,500	1,500	1,500	1,500	1,500	1,500	1,600	1,600	1,600	1,600	1,600	1,600	1,700	1,700	1,700	1,700	1,700	1,800	1,800	1,800	1,800	1,800	1,800	1,900	1,900	1,900	1,900	1,900	1,900
2,014	8	7,400	121,550	0.0609	72,600	300	300	300	300	300	300	300	300	300	300	300	300	400	400	500	500	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	700	700	800	800	900	900	900	900	900	900	900	900	900	900	900	1,000	1,000	1,000
2,014	9	8,300	122,219	0.0679	72,600	300	300	300	300	300	400	400	400	500	500	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	700	700	700	700	800	800	800	900	900	900	900	900	900	900	900	900	900	1,000	1,100	1,100	1,200	1,200	1,200	1,200
2,014	10	7,400	105,532	0.0701	72,600	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	400	400	500	500	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	700	700	800	900	900	900	900	900	1,000	1,000	1,000	1,100	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,300	1,300	1,300	1,300	1,400
2,014	11	7,400	95,595	0.0774	72,600	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	500	600	600	600	600	600	700	700	800	800	900	900	900	900	900
2,014	12	7,447	96,972	0.0768	72,600	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	400	500	500	600	600	600	600	600	600	700	800	900	900	900	900	900	1,000	1,000
2,015	1	7,990	98,203	0.0814	73,700	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300
2,015	2	7,653	103,224	0.0741	73,700	2,300	2,400	2,400	2,400	2,400	2,400	2,400	2,400	2,400	2,400	2,400	2,400	2,400	2,400	2,400	2,400	2,400	2,400	2,400	2,400	2,400	2,400	2,400	2,400	2,400	2,400	2,400	2,400	2,400	2,400	2,400	2,500	2,500	2,500	2,500	2,500	2,500	2,500	2,500	2,500	2,500	2,500	2,500	2,500	2,500	2,500	2,600	2,600	2,600	2,600	2,600	2,600	2,600	2,600	2,700	2,700	2,700	2,700	2,800	2,800	2,800
2,015	3	7,406	132,690	0.0558	73,700	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900
2,015	4	8,288	152,298	0.0544	75,200	4,700	4,700	4,700	4,700	4,700	4,700	4,700	4,700	4,800	4,800	4,800	4,800	4,800	4,800	4,800	4,800	4,800	4,800	4,800	4,800	4,800	4,800	4,800	4,800	4,800	4,800	4,800	4,800	4,900	4,900	4,900	4,900	4,900	4,900	4,900	4,900	5,000	5,000	5,000	5,000	5,100	5,100	5,100	5,100	5,100	5,100	5,100	5,100	5,100	5,200	5,200	5,200	5,200	5,300	5,300	5,400	5,400	5,400	5,400	5,400	5,400
2,015	5	7,482	156,007	0.048	75,200	3,100	3,100	3,100	3,100	3,100	3,100	3,100	3,100	3,100	3,100	3,100	3,100	3,100	3,100	3,200	3,200	3,200	3,200	3,200	3,300	3,300	3,300	3,300	3,300	3,300	3,300	3,300	3,300	3,400	3,400	3,400	3,400	3,400	3,400	3,400	3,400	3,400	3,400	3,400	3,400	3,500	3,500	3,500	3,600	3,600	3,600	3,600	3,600	3,600	3,600	3,600	3,700	3,700	3,700	3,700	3,700	3,700	3,700	3,700	3,800	3,800
2,015	6	7,441	172,205	0.0432	75,200	2,500	2,500	2,600	2,600	2,700	2,700	2,700	2,700	2,800	2,800	2,800	2,800	2,800	2,800	2,900	2,900	2,900	2,900	2,900	3,000	3,000	3,100	3,100	3,100	3,200	3,200	3,300	3,300	3,300	3,400	3,400	3,400	3,500	3,500	3,500	3,600	3,700	3,800	3,800	3,900	3,900	3,900	4,000	4,000	4,000	4,100	4,200	4,200	4,300	4,300	4,300	4,400	4,400	4,500	4,500	4,500	4,600	4,700	4,700	4,700	4,800
2,015	7	7,531	166,302	0.0453	79,900	1,500	1,500	1,500	1,500	1,500	1,500	1,500	1,500	1,500	1,600	1,600	1,600	1,700	1,700	1,700	1,800	1,800	1,800	1,800	1,800	1,800	1,900	1,900	1,900	1,900	2,000	2,000	2,100	2,100	2,100	2,100	2,100	2,100	2,100	2,200	2,200	2,200	2,300	2,300	2,400	2,400	2,400	2,500	2,500	2,600	2,600	2,600	2,700	2,700	2,700	2,800	2,900	2,900	2,900	3,000	3,100	3,100	3,100	3,100	3,200	3,200
2,015	8	7,454	166,939	0.0447	79,900	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,300	1,300	1,300	1,400	1,400	1,400	1,500	1,500	1,500	1,500	1,500	1,500	1,500	1,500	1,500	1,500	1,500	1,600	1,600	1,600	1,600	1,700	1,700	1,700	1,800	1,800	1,800	1,800	1,900	1,900	1,900	1,900	2,000	2,000	2,000	2,100	2,100	2,100	2,100	2,200	2,200	2,300	2,300	2,400	2,500	2,600	2,600	2,600	2,700	2,700
2,015	9	8,727	165,765	0.0526	79,900	900	900	900	1,000	1,000	1,000	1,000	1,100	1,100	1,100	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,300	1,300	1,300	1,400	1,400	1,500	1,500	1,500	1,500	1,500	1,500	1,500	1,500	1,500	1,500	1,600	1,600	1,600	1,600	1,700	1,700	1,800	1,800	1,800	1,900	1,900	1,900	2,000	2,100	2,100	2,100	2,200
2,015	10	7,763	170,995	0.0454	82,600	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,300	1,300	1,300	1,400	1,400	1,400	1,400	1,400	1,500	1,500	1,500	1,500	1,500	1,500	1,500	1,500	1,500	1,500	1,500	1,500	1,500	1,600	1,600	1,600	1,700	1,700	1,700	1,800	1,800	1,800	1,800	1,900	1,900	1,900	2,000	2,000	2,000	2,100	2,100	2,200	2,200	2,300	2,300	2,400	2,400	2,500	2,600	2,600	2,700	2,700	2,700	2,700
2,015	11	7,514	169,159	0.0444	82,600	900	900	900	900	900	900	900	900	900	900	900	1,000	1,000	1,000	1,000	1,000	1,000	1,000	1,100	1,100	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,300	1,300	1,300	1,300	1,400	1,400	1,400	1,500	1,500	1,500	1,500	1,500	1,500	1,500	1,500	1,600	1,600	1,700	1,700	1,700	1,800	1,900	1,900	2,000	2,000
2,015	12	7,698	179,133	0.043	82,600	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	1,000	1,000	1,000	1,000	1,000	1,000	1,000	1,000	1,100	1,100	1,100	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,300	1,300	1,300	1,400	1,400	1,400	1,500	1,500	1,500	1,500	1,500	1,600	1,600	1,600	1,700	1,800	1,800	1,900
2,016	1	9,409	187,533	0.0502	80,600	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	1,000	1,000	1,000	1,000	1,000	1,100	1,100	1,100	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,300	1,300	1,300	1,400	1,400	1,400	1,500	1,500	1,500	1,500	1,600	1,600	1,600	1,600	1,600	1,600	1,600
2,016	2	8,363	196,470	0.0426	80,600	900	900	900	900	900	900	900	1,000	1,000	1,000	1,100	1,100	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,300	1,300	1,400	1,400	1,500	1,500	1,500	1,500	1,500	1,600	1,600	1,700	1,700	1,800	1,800	1,900	2,000	2,000	2,100	2,100	2,200	2,300	2,400	2,400	2,400	2,500	2,500	2,600	2,600	2,600
2,016	3	8,310	221,109	0.0376	80,600	900	900	900	900	900	900	1,000	1,000	1,000	1,100	1,100	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,300	1,300	1,400	1,400	1,500	1,500	1,500	1,500	1,500	1,500	1,500	1,600	1,600	1,600	1,700	1,800	1,800	1,900	1,900	2,000	2,100	2,200	2,200	2,300	2,400	2,400	2,400	2,400	2,500	2,500
2,016	4	11,829	256,897	0.046	82,800	900	900	900	900	900	900	900	900	900	900	900	900	900	900	1,000	1,000	1,000	1,100	1,100	1,100	1,100	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,300	1,300	1,400	1,400	1,500	1,500	1,500	1,500	1,600	1,600	1,600	1,700	1,700	1,700	1,800	1,800	1,900	2,000	2,000	2,100	2,200	2,300
2,016	5	11,598	277,889	0.0417	82,800	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	1,000	1,000	1,000	1,000	1,000	1,100	1,100	1,100	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,300	1,300	1,400	1,500	1,500	1,500	1,600	1,600	1,600	1,700	1,700	1,800	1,900	2,000	2,100	2,100	2,200
2,016	6	11,546	275,438	0.0419	82,800	700	700	700	700	700	700	800	800	800	900	900	900	900	900	900	900	900	900	900	900	900	1,000	1,000	1,000	1,000	1,000	1,000	1,000	1,000	1,000	1,000	1,000	1,000	1,000	1,100	1,100	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,300	1,300	1,300	1,300	1,300	1,300	1,300	1,300	1,300	1,300	1,400	1,400	1,400	1,500	1,500	1,500	1,500	1,600
2,016	7	11,475	240,750	0.0477	84,800	600	600	600	600	600	600	600	600	600	700	700	800	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	1,000	1,000	1,000	1,100	1,100	1,200	1,200	1,200	1,300	1,300	1,400	1,500	1,500	1,500	1,600	1,700	1,700	1,800	1,800	1,800	1,900	2,000	2,100	2,100	2,200	2,300	2,300	2,400	2,400
2,016	8	11,549	251,188	0.046	84,800	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	700	700	800	800	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	1,000	1,000	1,100	1,200	1,200	1,300	1,400	1,400	1,400	1,500	1,500	1,500	1,500	1,600	1,600	1,700	1,800	1,900	2,000	2,100
2,016	9	12,889	229,544	0.0562	84,800	300	300	300	300	300	300	400	400	400	500	500	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	700	800	900	900	1,100	1,100	1,100	1,100	1,200	1,200	1,200	1,200	1,300	1,400	1,400	1,500	1,700
2,016	10	11,621	213,212	0.0545	86,800	400	400	400	400	400	400	400	400	500	500	500	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	700	700	700	700	700	700	700	700	800	900	900	1,100	1,100	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,300	1,300	1,300	1,300	1,400	1,500
2,016	11	11,549	215,424	0.0536	86,800	500	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	700	700	700	700	700	800	800	800	800	900	900	900	900	900	900	900	900	900	1,000	1,000	1,200	1,200	1,300	1,300	1,400	1,500	1,600	1,700	1,700	1,800	1,800
2,016	12	12,261	219,882	0.0558	86,800	300	300	300	300	300	300	300	300	400	400	500	500	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	700	800	900	900	1,000	1,000	1,100	1,100	1,100	1,100	1,200	1,200	1,200	1,300	1,300	1,400	1,500
2,017	1	12,215	232,101	0.0526	86,000	300	300	300	300	300	300	400	400	400	500	500	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	700	800	900	900	900	1,000	1,000	1,000	1,100	1,100	1,100	1,100	1,100	1,200	1,200	1,300	1,400	1,500	1,600
2,017	2	10,157	251,717	0.0404	86,000	600	600	600	600	600	600	600	600	600	700	700	700	800	800	800	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	1,000	1,000	1,000	1,100	1,200	1,200	1,200	1,300	1,400	1,400	1,500	1,500	1,500	1,600	1,600	1,700	1,800	1,900	2,000	2,100	2,100	2,200	2,200
2,017	3	10,356	262,010	0.0395	86,000	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	700	700	700	800	800	800	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	1,000	1,100	1,200	1,200	1,300	1,400	1,500	1,600	1,700	1,700	1,800	1,800
2,017	4	12,196	252,273	0.0483	87,900	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	700	700	700	700	700	800	800	800	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	1,000	1,000	1,100	1,200	1,200	1,200	1,300	1,300	1,300	1,300	1,300	1,400	1,400	1,500	1,500	1,600	1,600	1,700	1,900
2,017	5	10,316	270,197	0.0382	87,900	600	600	600	600	600	600	600	600	700	700	700	700	700	800	800	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	1,000	1,000	1,000	1,100	1,200	1,200	1,200	1,200	1,200	1,200	1,300	1,300	1,400	1,400	1,500	1,500	1,600	1,600	1,700	1,700	1,800	1,900	2,000	2,100	2,200	2,200	2,200
2,017	6	10,312	244,349	0.0422	87,900	500	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	700	700	700	700	700	700	800	800	800	800	800	900	900	900	900	900	900	900	900	900	900	900	1,000	1,000	1,100	1,100	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,200	1,300	1,300	1,300	1,300	1,400	1,400	1,400	1,500
2,017	7	10,325	269,189	0.0384	89,800	600	600	600	600	600	600	600	600	600	600	700	700	700	800	800	800	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	900	1,000	1,000	1,100	1,200	1,200	1,200	1,200	1,200	1,200	1,300	1,300	1,400	1,500	1,600	1,600	1,700	1,800	1,900	2,000	2,100	2,200	2,300	2,300	2,300	2,400	2,400
2,017	8	10,558	256,083	0.0412	89,800	400	400	500	500	500	500	500	500	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	700	700	700	700	700	700	700	700	800	800	800	900	900	900	900	900	1,000	1,000	1,000	1,100	1,200	1,300	1,300	1,300	1,300	1,300	1,400	1,400	1,400	1,500	1,500	1,600	1,800
2,017	9	12,413	250,566	0.0495	89,800	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	400	400	400	500	500	500	500	500	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	700	700	900	900	900	900	900	1,000	1,000	1,000	1,100	1,200	1,200	1,400	1,500
2,017	10	11,388	244,868	0.0465	91,700	300	300	300	300	300	300	300	300	300	400	400	400	500	500	500	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	700	800	900	900	900	900	900	900	900	1,000	1,000	1,100	1,100	1,200	1,200	1,300	1,400	1,500	1,600	1,700	1,800
2,017	11	11,002	226,911	0.0485	91,700	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	400	400	400	400	500	500	500	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	700	800	900	900	900	900	900	900	1,000	1,000	1,100	1,100	1,200	1,400
2,017	12	12,147	228,148	0.0532	91,700	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	400	400	400	400	500	500	500	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	700	800	900	900	1,100
2,018	1	12,183	226,316	0.0538	86,300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	400	400	400	400	500	500	500	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	700	800	900	900	900	900	1,000	1,100	1,200	1,300	1,400	1,500	1,600
2,018	2	11,098	220,831	0.0503	86,300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	400	400	400	500	500	500	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	700	800	900	900	900	900	900	900	900	900	1,000	1,000	1,100	1,100	1,300
2,018	3	9,855	217,056	0.0454	86,300	300	300	300	300	300	300	300	300	300	300	300	300	300	400	400	400	500	500	500	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	700	800	900	900	900	900	900	900	900	1,000	1,100	1,200	1,400	1,500	1,700	1,700	1,700	1,800	1,800
2,018	4	11,916	204,980	0.0581	86,300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	400	400	500	500	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600
2,018	5	10,216	198,627	0.0514	86,300	300	300	300	300	300	300	300	300	400	400	500	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	700	700	800	800	900	900	900	900	900	900	1,000	1,100	1,200	1,300	1,500	1,600	1,700	1,700	1,700	1,700	1,700	1,800	1,800	1,900	1,900	2,000	2,100	2,300	2,400	2,500	2,600	2,600	2,700
2,018	6	10,775	209,672	0.0514	86,300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	400	400	500	500	500	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	700	800	900	900	900	900	900	900	900	900	1,000	1,100	1,200	1,400	1,400	1,500
2,018	7	10,395	202,337	0.0514	86,300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	400	500	500	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	700	900	900	1,000	1,000	1,000	1,100	1,100	1,100	1,200	1,200	1,200	1,200	1,200	1,300	1,300	1,400	1,500	1,700	1,800	1,900	2,000	2,000
2,018	8	10,402	192,755	0.054	86,300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	400	400	500	600	600	600	600	600	600	600	600	600	600	600	600	600	700	900	1,000	1,100	1,100	1,100	1,200	1,200	1,200	1,200	1,200	1,200	1,300	1,300	1,400	1,500	1,700	1,700	1,800	1,900	2,000
2,018	9	12,712	189,142	0.0672	86,300	0	0	0	0	0	0	0	0	100	100	200	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	500	600	600	600	600	600	600	600	600	600	600	600	700	800	900	1,000
2,018	10	10,728	181,861	0.059	86,300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	400	500	500	600	600	600	600	600	600	600	600	600	600	600	600	700	800	900	900	900	900	900	900	1,000	1,100	1,200	1,300	1,400	1,600	1,600	1,700
2,018	11	11,766	177,355	0.0663	86,300	0	0	0	0	0	100	100	100	100	200	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	400	600	600	600	600	600	600	700	700	700	700	700	700	700	800	800	1,000
2,018	12	12,850	165,442	0.0777	86,300	0	0	0	0	0	0	0	0	0	0	0	100	100	200	200	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	400	500	600	600	600	600	600	600	700	700	800	900	1,000	1,100
2,019	1	12,832	168,614	0.0761	88,100	0	0	0	0	0	0	0	0	0	0	100	100	100	200	200	200	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	400	500	600	600	600	600	700	700	800	800	900	1,000	1,100	1,200	1,300	1,400
2,019	2	8,998	163,571	0.055	88,100	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	400	400	400	500	500	600	600	600	600	600	600	600	600	600	600	600	600	700	700	800	800	900	900	900	900	900	1,000	1,000	1,200	1,300
2,019	3	9,020	150,523	0.0599	88,100	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	400	400	400	500	500	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	700	700	700	800	900	900	1,100	1,200
2,019	4	9,445	169,377	0.0558	88,100	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	400	400	400	500	500	500	600	600	600	600	600	600	600	600	600	600	700	700	700	800	800	900	900	900	1,000	1,000	1,100	1,200	1,300	1,400	1,500	1,600
2,019	5	9,626	170,794	0.0564	88,100	100	100	100	100	100	100	200	200	200	200	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	400	400	600	600	600	600	700	700	800	800	900	900	900	900	900	900	900	1,000	1,000	1,100	1,200	1,300	1,500
2,019	6	9,767	164,086	0.0595	88,100	0	0	0	0	0	0	0	0	0	0	0	100	100	100	200	200	200	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	400	500	600	600	700	800	800	900	900	900	900	900	900	900	1,000	1,000	1,100	1,200	1,300	1,400	1,500
2,019	7	9,200	164,085	0.0561	88,100	100	100	100	100	100	100	100	100	200	200	200	200	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	400	400	400	500	500	600	600	600	600	600	600	600	600	600	700	800	800	900	1,000	1,100	1,100	1,100	1,200	1,200	1,300	1,500	1,500	1,600	1,800	1,800	1,900
2,019	8	9,249	162,756	0.0568	88,100	0	0	0	0	0	0	0	0	0	0	0	100	100	200	200	200	200	200	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	400	500	600	600	600	600	600	700	700	700	700	800	800	800	800	800	900	900	1,100	1,200
2,019	9	8,920	149,507	0.0597	88,100	200	200	200	200	200	200	200	200	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	400	500	500	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	700	800	900	900	900	900	900	1,000	1,000	1,200	1,300	1,500
2,019	10	9,093	148,324	0.0613	88,100	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	100	100	200	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	400	400	600	600	700	700	800	800	900	900	900	900	900	900	900	900	900	900	1,000	1,000	1,200
2,019	11	8,058	144,995	0.0556	88,100	0	0	0	0	0	0	0	0	0	0	0	0	0	100	100	100	100	200	200	200	200	200	300	300	300	300	300	300	300	300	300	300	400	400	400	500	500	500	500	500	600	600	600	700	700	800	900	1,000	1,100	1,100	1,200	1,200	1,300	1,300	1,400	1,500	1,600	1,700	1,800	1,900	2,000
2,019	12	7,911	139,074	0.0569	88,100	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	100	100	200	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	400	500	500	600	600	700	700	800	800	900	900	900	900	900	1,000	1,000	1,100	1,300	1,300	1,500
2,020	1	8,612	131,948	0.0653	89,300	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	100	100	100	200	200	200	300	300	300	300	300	300	300	400	500	500	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	700	900	1,000	1,100	1,100	1,200
2,020	2	7,966	130,962	0.0608	89,300	0	0	0	0	0	0	0	0	0	0	0	0	100	100	200	200	200	200	300	300	300	300	300	300	300	300	300	300	300	300	500	500	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	700	800	800	900	900	1,100	1,100	1,200	1,400	1,400	1,600
2,020	3	11,970	133,903	0.0894	89,300	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	200	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	400	500	600	600	800
2,020	4	14,410	144,210	0.0999	89,300	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	100	200	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	400	500	600	600	600	600	600	600	600	700	700	900	900	1,000	1,100
2,020	5	17,776	146,851	0.121	89,300	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	100	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300
2,020	6	18,267	135,370	0.1349	89,300	300	400	400	400	400	400	400	400	400	500	500	500	500	500	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	600	700	700	800	900	900	900	900	900	900	900	900	900	900	900	1,000	1,000	1,000	1,100	1,100	1,200	1,200	1,200	1,300
2,020	7	16,862	142,526	0.1183	89,300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	400	500	600	600	600	700	700	800	900	900	900	900	1,000	1,000	1,100	1,100	1,100	1,100	1,200	1,200	1,200	1,300	1,300	1,500	1,500	1,600	1,700
2,020	8	16,843	137,111	0.1228	89,300	0	0	0	0	0	0	0	0	0	0	0	100	200	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	400	600	600	600	600	600	700	700	800	800	900	900	900	900	900	900	1,000	1,000	1,100	1,200	1,300
2,020	9	16,852	127,604	0.1321	89,300	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	100	200	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	400	500	600	600	700	700	800	800	900	900	1,000	1,000	1,200	1,200	1,300	1,300
2,020	10	15,435	121,778	0.1267	89,300	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	100	200	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	400	600	600	600	700	700	800	800	900	900	900	900	900	900	900	1,000	1,000	1,100	1,300	1,300
2,020	11	14,595	186,549	0.0782	89,300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	400	600	600	700	800	900	900	900	900	1,000	1,000	1,100	1,100	1,200	1,200	1,300	1,400	1,400	1,400	1,500	1,500	1,500	1,600	1,600	1,700	1,700	1,900	1,900	2,000
2,020	12	14,138	227,212	0.0622	89,300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	400	600	600	600	700	700	800	800	900	900	1,000	1,000	1,100	1,100	1,200	1,200	1,300	1,400	1,500	1,500	1,600	1,700	1,700	1,700	1,700	1,800	1,800	1,900	2,000	2,100	2,100	2,200
2,021	1	13,226	233,761	0.0566	89,500	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	400	400	600	600	600	700	700	800	800	900	900	900	1,000	1,000	1,100	1,200	1,300	1,400	1,400	1,500	1,500	1,600	1,600	1,700	1,700	1,700	1,800	1,800	1,900	2,000	2,100	2,200	2,200	2,300
2,021	2	12,444	242,366	0.0513	89,500	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	400	600	600	600	700	800	900	900	1,000	1,100	1,100	1,200	1,200	1,200	1,300	1,300	1,400	1,400	1,500	1,500	1,600	1,600	1,700	1,700	1,800	1,800	1,800	1,800	1,800	1,800	1,900	1,900	2,100	2,200
2,021	3	10,751	249,403	0.0431	89,500	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	300	400	500	500	600	600	600	600	600	600	600	700	900	900	1,000	1,100	1,200	1,200	1,200	1,200	1,300	1,300	1,400	1,400	1,500	1,500	1,600	1,700	1,700	1,900	1,900	2,100	2,100	2,300	2,300	2,400	2,400	2,600	2,600	2,700	2,800	2,900	2,900	3,000	3,000

Introduction

Second-by-second price updates from the last 60 seconds of the monthly license plate auction in Shanghai from 2014 to 2020, and a few months of 2021. The seconds data is given as a differential compared to the startprice. I managed to correctly predict and score a license plate on all three years that I worked on the project during 2018-2020. But it's not easy as there are lots of other factors affecting success on top of prediction accuracy.

To learn the details about the auction process and why it is so darn hard, please read my article series on LinkedIn.

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Introduction

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