In today's data-driven world, extracting meaningful insights from raw information is essential. RStudio and SPSS emerge as powerful tools for data manipulation. RStudio, an free platform, provides a adaptable environment for statistical programming. SPSS, on the other hand, offers a user-friendly interface with comprehensive functions for both desc