Python (pandas) : When To Use Replace Vs. Map Vs. Transform?

I'm trying to clearly understand for which type of data transformation the following functions in pandas should be used: replace map transform Can anybody provide some clear exam

Solution 1:

As far as I understand, Replace is used when working on missing values and transform is used while doing group_by operations.Map is used to change series or index