respond to this Statistical analysis software has revolutionized research by streamlining complex calculations and enhancing researchers' ability to test hypotheses and draw meaningful conclusions. Microsoft Excel's Data Analysis ToolPak is a popular tool for introductory-level statistical analysis due to its accessibility and ease of use. However, other software options like IBM SPSS Statistics, Minitab, and RStudio offer advanced features that cater to a broader range of statistical needs. One of the key advantages of Microsoft Excel is its integration with Microsoft Office and its widespread availability, making it a familiar tool for many users. Its user-friendly interface, ease of data entry, and visualization capabilities make it a go-to solution for basic statistical analyses, such as descriptive statistics, t-tests, and regression models. Additionally, Excel's versatility extends beyond statistical analysis, supporting various business and academic tasks. However, its statistical functionalities are limited compared to dedicated software like SPSS (Wegman & Solka, 2020)