Analysis System of MICE Tourism Economic Development Strategy Based on Machine Learning Algorithm

Table 3

An overview of Japanese tourist arrivals in Thailand.

Year	Service price	Average hotel rate (USD)	Exchange rate (YEN/USD)	Japan population (×1000)	Thailand marketing expenses (USD)	GDP Japan (trillion USD)	#Japanese visitors
1991	1.39	152.77	0.007	100220	925147	2.33	85421
1992	1.33	166.11	0.007	103452	1524321	2.14	33251
1993	1.31	187.17	0.007	104862	1332556	3.25	32145
1994	1.35	191.51	0.008	105964	1214568	3.25	36542
1995	1.36	191.66	0.007	106823	1452142	3.65	375421
1996	1.50	196.33	0.007	107048	1952412	3.98	396521
1997	1.52	178.22	0.008	107830	1546321	4.01	39754
1998	1.16	171.33	0.007	108224	2136542	4.11	52147
1999	1.16	162.65	0.008	108702	2145222	4.52	65214
2000	1.18	161.47	0.007	109190	2145002	4.55	85421
2001	1.16	173.32	0.008	110127	3215406	4.52	95412
2002	1.16	197.22	0.007	110714	3652146	5.32	165324
2003	1.18	198.24	0.008	111314	3412516	5.69	254123
2004	1.11	199.25	0.008	112067	3325616	6.23	254133
2005	1.11	257.45	0.007	112508	3214563	6.87	354123
2006	1.19	251.33	0.008	112923	3321560	7.25	412563
2007	1.28	257.66	0.007	112938	3321456	6.32	541236
2008	1.30	279.55	0.008	113512	4215630	6.35	654123
2009	1.46	299.77	0.007	114053	4215630	7.85	754123
2010	1.52	321.14	0.007	114610	4223056	8.25	854123
2011	1.59	338.33	0.007	122612	4231562	8.66	965231
2012	1.60	373.55	0.007	122812	4231456	7.25	1230145
2013	1.70	355.54	0.007	122440	4235612	6.32	1345213
2014	1.86	301.12	0.007	124966	4556321	6.41	1452369
2015	1.89	253.33	0.008	123842	4556321	5.12	1854123
2016	2.14	233.78	0.008	124494	4865321	5.11	1854123
2017	2.27	239.63	0.008	124006	4878962	5.32	1945632
2018	2.39	267.41	0.008	124792	5213462	5.21	2546321
2019	2.52	279.75	0.008	125181	5569321	5.12	1632514
2020	2.53	288.44	0.008	125448	5564123	5.02	1245632