In today's data-driven world, extracting meaningful insights from raw information is essential. RStudio and SPSS emerge as robust tools for data analysis. RStudio, an free platform, provides a versatile environment for statistical programming. SPSS, on the other hand, offers a user-friendly solution with comprehensive features for both descriptive