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