correcting names within a dataframe about country_converter HOT 1 CLOSED

In [1]: import country_converter                                                                                                                      

In [2]: import pandas as pd                                                                                                                           

In [3]: df = pd.DataFrame({"Country":["Afghanistan ","Afghanistan ", " Afghanistan", "Åland Island", "Åland Islan"], "Values":[23,45,46,787,875]})    

In [4]: df.loc[:, "Country_NameFixed"] = country_converter.convert(df.Country.tolist(), src="regex", to="name_short")                                 

In [5]: df                                                                                                                                            
Out[5]: 
        Country  Values Country_NameFixed
0  Afghanistan       23       Afghanistan
1  Afghanistan       45       Afghanistan
2   Afghanistan      46       Afghanistan
3  Åland Island     787     Aland Islands
4   Åland Islan     875     Aland Islands