Spam is a growing issue affecting online security globally. Different countries contribute significantly to the creation and distribution of spam emails and malicious activities. By analyzing spam data, we can identify patterns and take necessary actions to reduce its impact. Understanding these trends helps in implementing better security measures to protect users from spam-related threats.