Reading back tuples from a csv file with pandas

Question

Using pandas, I have exported to a csv file a dataframe whose cells contain tuples of strings. The resulting file has the following structure:

index,colA
1,\         


        

Answer 1

Storing tuples in a column isn't usually a good idea; a lot of the advantages of using Series and DataFrames are lost. That said, you could use converters to post-process the string:

>>> df = pd.read_csv("sillytup.csv", converters={"colA": ast.literal_eval})
>>> df
   index    colA
0      1  (a, b)
1      2  (c, d)

[2 rows x 2 columns]
>>> df.colA.iloc[0]
('a', 'b')
>>> type(df.colA.iloc[0])
<type 'tuple'>

But I'd probably change things at source to avoid storing tuples in the first place.