The key element that NumPY introduces is an N-dimensional array object. The great flexibility of Python lists, allowing all sorts of different types of elements, comes at a computational cost. NumPY ...

As you can guess, arrays don’t have to all contain the same type of value. And their definitions can span multiple lines if needed. In Python, arrays map directly to lists.