Python is the programming language commonly associated with data science and statistics due to its simplicity and extensive libraries such as Pandas, Numpy, and Matplotlib. These libraries facilitate data analysis, manipulation, and visualization, making Python a popular choice among data scientists for its ability to handle large datasets effectively.