The programming language primarily associated with statistical analysis and data visualization is R. R is widely used by statisticians and data scientists for tasks ranging from data manipulation to advanced statistical modeling. Its extensive package ecosystem allows users to create high-quality visuals. Furthermore, R's capability to handle large datasets makes it an invaluable tool in various fields, including finance, healthcare, and research. Additionally, its integration with different data sources and analysis tools enhances its utility in handling complex data challenges.