How to create co-occurrence matrix from pandas two column?

Question

I have a small dataset, for example :

import pandas as pd
df = pd.DataFrame({\'a\': [1,2,3,4,5,6,7,8,9,10], \'b\': [11,22,11,22,33,11,22,44,11,22]})
df