Data analysis is a crucial role in modern decision-making. To effectively harness the power of data, analysts require robust tools that enable comprehensive exploration and insightful generation. RStudio and SPSS emerge as prominent solutions within this landscape, each offering a unique set of capabilities tailored to diverse analytical needs. R