Understanding the ways in which humans engage with the web is a crucial objective for marketers. By studying these behaviors, we can derive valuable knowledge into user preferences. This comprehension can then be utilized to improve website layout, content, and overall user experience. Activity patterns are often affected by a mixture of factors,