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