I have read the docs of DataFrame.apply
DataFrame.apply(func, axis=0, broadcast=False, raw=False, reduce=None, args=(), **kwds)¶ Applies function along
One simple way would be:
df['A'] = df['A'].apply(lambda x: x+1)