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