Data analysis tools enable organizations to derive valuable insights from vast datasets. These tools present a spectrum of functionalities, incorporating data transformation, statistical modeling, and representation. Common data analysis tools comprise platforms like Python, R, and Qlik Sense. The choice of tool hinges on the specific requirements