A massive number of users in Thailand frequently access WhatsApp for messaging. This has resulted in a valuable WhatsApp directory featuring information about Thai accounts. This data can be leveraged for multiple purposes, such as business analysis. However, it's important to use this data appropriately and protect user information. It is concerns