Examples
For regular NumPy types like int, and float, a PandasArray is returned.
import numpy as np
import pandas as pd
pd.Series([2, 3, 4]).array
For extension types, like Categorical, the actual ExtensionArray is returned
s = pd.Series(pd.Categorical(['x', 'y', 'x']))
s.array