[FIXED] add a string prefix to each value in a string column using Pandas

Issue

I would like to append a string to the start of each value in a said column of a pandas dataframe (elegantly). I already figured out how to kind-of do this and I am currently using:

df.ix[(df['col'] != False), 'col'] = 'str'+df[(df['col'] != False), 'col']

This seems one hell of an inelegant thing to do - do you know any other way (which maybe also adds the character to rows where that column is 0 or NaN)?

In case this is yet unclear, I would like to turn:

    col 
1     a
2     0

into:

       col 
1     stra
2     str0

Solution

df['col'] = 'str' + df['col'].astype(str)

Example:

>>> df = pd.DataFrame({'col':['a',0]})
>>> df
  col
0   a
1   0
>>> df['col'] = 'str' + df['col'].astype(str)
>>> df
    col
0  stra
1  str0

Answered By - Roman Pekar