Data analysis tools empower organizations to extract valuable insights from vast datasets. These tools present a variety of functionalities, such as data preprocessing, statistical interpretation, and representation. Common data analysis tools encompass platforms like Excel, R, and Qlik Sense. The choice of tool relies on the specific needs of the