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
assets to be traded in the digital asset exchange. His failure to perform the required duty of his position resulted in the offence committed by BO concerning the listing of Bitkub Coin (KUB) for trading
to be traded in the digital asset exchange. His failure to perform the required duty of his position resulted in the offence committed by BO concerning the listing of Bitkub Coin (KUB) for trading in
offence committed by Zipmex concerning the case that between July 20, 2022 to August 25, 2022, Zipmex suspended the service of depositing and withdrawing customer's assets in Trade wallet and Z-wallet
to order or act where he has the duty, resulted in the offence committed by Zipmex concerning the case that Zipmex has been failing to report a summary of the assignment of other persons to perform
to order or act where he has the duty, resulted in the offence committed by Zipmex concerning the case that since January 1, 2022, Zipmex has not been providing policies, measures, and guidance for
digital assets to be traded in the digital asset exchange. His failure to perform the required duty of his position resulted in the offence committed by BO concerning the listing of Bitkub Coin (KUB) for
be traded in the digital asset exchange. His failure to perform the required duty of his position resulted in the offence committed by BO concerning the listing of Bitkub Coin (KUB) for trading in the