Convert pandas series from string to unique int ids [duplicate]

Answer 1

Example using the new pandas categorical type in pandas 0.15+

http://pandas.pydata.org/pandas-docs/version/0.16.2/categorical.html

In [553]: x = pd.Series(['a', 'a', 'a', 'b', 'b', 'c']).astype('category')

In [554]: x
Out[554]: 
0    a
1    a
2    a
3    b
4    b
5    c
dtype: category
Categories (3, object): [
                        a
                        , b
                        , c]

In [555]: x.cat.codes
Out[555]: 
0    0
1    0
2    0
3    1
4    1
5    2
dtype: int8