Meaning of nested if using python

Does anyone know why code doesn't work when the number I put for b is bigger than a. I am learning about nested if with python:

a=int(input('What is the first number?'))
b=int(input('What is the second number?'))

if a>b:
    print('a is bigger than b')
    if b>a:
        print('b is bigger than a')