Pandas provides an effective way to apply a function to every element of a Series and get a new Series. Let us assume we have the following Series:
>>> import pandas as pd
>>> s = pd.Series([3, 7, 5, 8, 9, 1, 0, 4])
>>> s
0 3
1 7
2 5
3 8
4 9
5 1
...