I would like to prepend a string to the start of each value in a said column of a pandas dataframe. I am currently using:
df.ix[(df['col'] != False), 'col'] = 'str' + df[(df['col'] != False), 'col']
This seems an inelegant method. Do you know any other way (which maybe also adds the character to rows where that column is 0 or NaN)?
As an example, I would like to turn:
col
1 a
2 0
into:
col
1 stra
2 str0
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