Pandas is the main library for structured data analysis in Python.NumPy is the engine room of data analysis, powering calculations in other libraries.Matplotlib helps create visualizations ranging from simple plots to complex statistical visuals.Seaborn simplifies statistical visualization for exploratory data analysis and presentations.