Chi-Squared for data from pandas column

Question

I need to calculate the Chi-Squared of

 CAT    Label
0   A   0.0
1   A   0.0
2   B   1.0
4   A   0.0
6   B   0.0
... ... ...
3566    C   0.0
3567    A   0.0
3568