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

”) securities which caused his aggregate holding of NOK shares reached or passed five percent of the total number of voting rights of NOK within the period specified in the notification of the Capital Market

reached or passed five percent of the total number of voting rights of NEWS. He later filed the accurate reports (Form 246-2) to the SEC Office on March 30, 2018. SEC Act S.246 Settlement Committee

Limited (ABC) shares when aggregate holding of ABC in trading account of Mr. Porameth reached or passed five percent of the total number of voting rights of ABC. Such action aided and abetted Mr. Sathit

aggregate holding of PERM shares reached or passed five percent of the total number of voting rights of PERM but she failed to reported these acquisition to the SEC Office within the period specified in the

of Jasmine Telecom Systems Public Company Limited (“JTS”) shares when aggregate holding of JTS in trading account of Mr. Krirkrai and Mr. Soraj Asavaprapa reached or passed five percent of the total

SVI shares reached or passed five percent of the total number of voting rights of SVI but he failed to reported these acquisition to the SEC Office within the period specified in the notification of the

his securities account to the SEC Office within the period specified in the notification of the Capital Market Supervisory Board when his aggregated holding of SAIMAT shares reached or passed five

held in his securities account to the SEC Office within the period specified in the notification of the Capital Market Supervisory Board when his aggregated holding of SAIMAT shares reached or passed