Understanding the patterns in which humans interact with the web is a crucial objective for analysts. By examining these trends, we can achieve valuable insights into user preferences. This awareness can then be utilized to enhance website design, content, and overall customer journey. Activity behaviors are often shaped by a range of variables, i