To remove Python Pandas rows with duplicate indices, we call index.duplicated with negation.
For instance, we write
df3 = df3[~df3.index.duplicated(keep='first')]
to get the duplicated indexes of the df3 data frame with
df3.index.duplicated
And then we negate that to return the unique rows.
