Spam has turned into a pervasive problem online, impacting individuals and businesses alike. To effectively combat this issue, we need robust solutions. A comprehensive database plays a crucial role in this endeavor. By collecting data on known spammers, malicious URLs, and harmful content, we can identify and block spam more effectively. This data