pythonpandasexport-to-csvpython-unicode

Unicode Encode Error when writing pandas df to csv

I cleaned 400 excel files and read them into python using pandas and appended all the raw data into one big df.

Then when I try to export it to a csv:

df.to_csv("path",header=True,index=False)

I get this error:

UnicodeEncodeError: 'ascii' codec can't encode character u'\xc7' in position 20: ordinal not in range(128)

Can someone suggest a way to fix this and what it means?

Thanks

Solution

  • You have unicode values in your DataFrame. Files store bytes, which means all unicode have to be encoded into bytes before they can be stored in a file. You have to specify an encoding, such as utf-8. For example, 

    df.to_csv('path', header=True, index=False, encoding='utf-8')

    If you don't specify an encoding, then the encoding used by df.to_csv defaults to ascii in Python2, or utf-8 in Python3.