Extends NumPy providing additional tools for array computing and provides specialized data structures

Sophisticated indexing functionality: slice, dice, perform aggregations, select subsets for data

Provides algorithms for optimization, integration, interpolation, eigenvalue problems, algebraic equations

Built on top of Numpy with its high-performance array-computing features

Flexible data manipulation capabilities of spreadsheets and relational databases