of Clustered Data Thai investors are classified into three clusters using investment proportions (Proportions of their money allocated to each investment type) Cash Holder 444 20% Old-Fashioned 1,573

allocated to each investment type e.g. cash deposit, stock market, real estate, gold, TFEX, and T-bond) as clustering variables. Three investor clusters are uncovered, namely, cash holders, old-fashioned

last year, complying with the Automotive industry situation including automobile and motorcycle. The Company’s revenues mainly came from the increase in sales and services of these 2 business units as

105.63 (27.27) Net Profit 59.77 87.30 (31.53) Total Revenues: For 2018, EASON recorded a 3.75% drop in revenues resulted from the lower inks sales and diminishing in production of motorcycle coatings in

percent compare with the same period last year due to the sales and service income from motorcycle and stainless steel vacuum bottle decreased as a result of customer production and sales decreased. And the

motorcycle coatings while half year revenues was similar to the year before. Total Expenses: In 2Q18, the expenses were lower by 7% as a result cost controlling and in line with lower revenues generated, where

production of motorcycle coatings while 9 months revenues was lower by 5%. Total Expenses: In 3Q18, the expenses were lower by 6% in accordance with revenues; while 9 months figure slightly dropped by 2

fee of motorcycle coatings decreased significantly. Total Expenses: In 2Q20, the expenses were significantly decrease by 18% from same quarter of last year due to there was an adjustment of employee

industrial elastomer parts used in other industries, e.g. elastomer parts in agriculture machineries and compound rubber etc., increased thanks to the effort to expand customer bases.  Motorcycle Tire and

operation cost. - Hire Purchase In the first half of 2017, motorcycle hire purchase in Thailand and electrical appliances, mobile phone and etc. in oversea business, sharing 1% of total turnovers with