The programming language primarily used for data analysis is R. R is designed for statistical computing and data visualization, making it popular among data scientists and analysts. It offers powerful packages and libraries for various analytical tasks, such as dplyr for data manipulation and ggplot2 for visualization. R is particularly favored for its ability to handle large datasets, perform complex statistical analyses, and generate insightful reports, making it an essential tool in the field of data analysis.