The programming language best known for its use in data science and statistical analysis is Python. Its extensive libraries, such as Pandas, NumPy, and Matplotlib, make data manipulation and visualization straightforward. Additionally, Python is favored for its readability and community support, which further enhances its usability in data-driven projects. Its integration with machine learning frameworks like TensorFlow and scikit-learn solidifies its position as a cornerstone of data science.