Nilearn is an open-source Python package focused on the visualization and analysis of human brain MRI data. It offers statistical and machine-learning tools tailored for brain mapping, connectivity estimation, and predictive modeling. The package supports analysis of both brain volumes and surfaces, integrating with Python's scientific ecosystem including scikit-learn and pandas.